app.py

#importing dependencies
import streamlit as st
import pickle
import pandas as pd
import requests
import random

#set the page configuration
st.set_page_config(page_title="Movie Recommendation System",page_icon=":tada:",layout="wide")

@st.cache(allow_output_mutation=True)

# making a dummy function (not required)
def ob():
	pass

#importing the dataframe and similarity matrix 
movie_dict=pickle.load(open("movie_dict.pkl","rb"))
movie=pd.DataFrame(movie_dict)
similarity=pickle.load(open("similarity.pkl","rb"))

#creating a function to import css style file
def local_css(filename):
	with open(filename) as f:
		st.markdown(f"<style>{f.read()}</style>",unsafe_allow_html=True)

local_css("style\style.css")


#creating a function to featch the movie image from movie id
def fetch_data(movie_id):
	response=requests.get("https://api.themoviedb.org/3/movie/{}?api_key=c1a0fd94adf3e2100677929be4361d07&language=en-U".format(movie_id))
	data=response.json()
	return "https://image.tmdb.org/t/p/w500/"+data["poster_path"]

#creating a fuction to recommend movies based on selected movies
def recommend(name):
	index = movie[movie['title'] == name].index[0]
	distances = sorted(list(enumerate(similarity[index])),reverse=True,key = lambda x: x[1])

	recommended_movies=[]
	recommended_poster=[]
	for i in distances[1:16]:
		recommended_movies.append(movie.iloc[i[0]].title)
		recommended_poster.append(fetch_data(movie.iloc[i[0]].movie_id))
	return recommended_movies,recommended_poster

#Header section of webpage
with st.container():

	st.title("Movie Recommendation System")


#select box of webpage
	option = st.selectbox(
		'How would you like to be contacted?',
		movie["title"].values)
#After selection recommend movie name along with poster
	if st.button('Recommend'):
		with st.spinner('Loading ...'):
			name,poster=recommend(option)
			col1,col2,col3,col4,col5 = st.columns(5)

			with col1:
				st.image(poster[0])
				st.text(name[0])
				

			with col2:
				st.image(poster[1])
				st.text(name[1])
				

			with col3:
				st.image(poster[2])
				st.text(name[2])
				

			with col4:
				st.image(poster[3])
				st.text(name[3])
				

			with col5:
				st.image(poster[4])
				st.text(name[4])
				

			with col1:
				st.image(poster[5])
				st.text(name[5])
				

			with col2:
				st.image(poster[6])
				st.text(name[6])
				

			with col3:
				st.image(poster[7])
				st.text(name[7])
				

			with col4:
				st.image(poster[8])
				st.text(name[8])
				

			with col5:
				st.image(poster[9])
				st.text(name[9])
				

			with col1:
				st.image(poster[10])
				st.text(name[10])
				

			with col2:
				st.image(poster[11])
				st.text(name[11])
				
			
			with col3:
				st.image(poster[12])
				st.text(name[12])
				

			with col4:
				st.image(poster[13])
				st.text(name[13])
				

			with col5:
				st.image(poster[14])
				st.text(name[14])
#If movie name is not selected then it will show some random movies				
	else:
		with st.spinner('Loading ...'):

			random_number = []
			random_poster = []
			# Set a length of the list to 10
			for i in range(0,30):

				# any random numbers from 0 to 1000
				random_number.append(random.randint(0, 4804))

			random_movies = []
			random_id = []

			for i in random_number:
				random_movies.append(movie_dict['title'][i])

			for i in random_number:
				random_id.append(movie_dict['movie_id'][i])

			for i in random_id:
				random_poster.append(fetch_data(i))

					
					
			col1,col2,col3,col4,col5 = st.columns(5)

			with col1:
				st.image(random_poster[0])
				st.text(random_movies[0])
				

			with col2:
				st.image(random_poster[1])
				st.text(random_movies[1])
				

			with col3:
				st.image(random_poster[2])
				st.text(random_movies[2])
				

			with col4:
				st.image(random_poster[3])
				st.text(random_movies[3])
				

			with col5:
				st.image(random_poster[4])
				st.text(random_movies[4])
				

			with col1:
				st.image(random_poster[5])
				st.text(random_movies[5])
				

			with col2:
				st.image(random_poster[6])
				st.text(random_movies[6])
				

			with col3:
				st.image(random_poster[7])
				st.text(random_movies[7])
				

			with col4:
				st.image(random_poster[8])
				st.text(random_movies[8])
				

			with col5:
				st.image(random_poster[9])
				st.text(random_movies[9])
				

			with col1:
				st.image(random_poster[10])
				st.text(random_movies[10])
				

			with col2:
				st.image(random_poster[11])
				st.text(random_movies[11])
				
					
			with col3:
				st.image(random_poster[12])
				st.text(random_movies[12])
				

			with col4:
				st.image(random_poster[13])
				st.text(random_movies[13])
				

			with col5:
				st.image(random_poster[14])
				st.text(random_movies[14])
			with col1:
				st.image(random_poster[15])
				st.text(random_movies[15])
				

			with col2:
				st.image(random_poster[16])
				st.text(random_movies[16])
				

			with col3:
				st.image(random_poster[17])
				st.text(random_movies[17])
				

			with col4:
				st.image(random_poster[18])
				st.text(random_movies[18])
				

			with col5:
				st.image(random_poster[19])
				st.text(random_movies[19])
				

			with col1:
				st.image(random_poster[20])
				st.text(random_movies[20])
				

			with col2:
				st.image(random_poster[21])
				st.text(random_movies[21])
				
					
			with col3:
				st.image(random_poster[22])
				st.text(random_movies[22])
				

			with col4:
				st.image(random_poster[23])
				st.text(random_movies[23])
				

			with col5:
				st.image(random_poster[24])
				st.text(random_movies[24])
			with col1:
				st.image(random_poster[25])
				st.text(random_movies[25])
				

			with col2:
				st.image(random_poster[26])
				st.text(random_movies[26])
				

			with col3:
				st.image(random_poster[27])
				st.text(random_movies[27])
				

			with col4:
				st.image(random_poster[28])
				st.text(random_movies[28])
				

			with col5:
				st.image(random_poster[29])
				st.text(random_movies[29])


# Footer part
#Making the submit form to submit quires
with st.container():
	st.write("---")
	st.subheader("Get in contect with me")
	st.write("##")

	contact_form="""<form action="https://formsubmit.co/abhijeetmaharana77@gmail.com" method="POST">
	<input type="hidden" name="_captcha" value="false">
	<input type="text" name="name" placeholder="Your name" required>
	<input type="email" name="email" placeholder="Your e-mail" required>
	<textarea name="message" placeholder="Your message" required></textarea>
	<button type="submit">Send</button>
	</form>"""

	left_column,right_column=st.columns(2)

	with left_column:
		st.markdown(contact_form,unsafe_allow_html=True)


#Writing the term condition in footer part only for style purpose(dummy type)
with st.container():
	st.write("---")
	st.write("##")

	col1,col2,col3 = st.columns(3)

	with col1:
		st.write("2023 © Movie-Recommendation System | All Rights Reserved.")
	with col3:
		st.write("      Privacy Policy")
		st.write("      Terms and Conditions")
		st.write("      Copyright")