def get_location_names():
response = jsonify({
'locations': util.get_location_names()
})
response.headers.add('Access-Control-Allow-Origin', '*')
print(util.get_location_names())
sys.stdout.flush()
return response
def main_streamlit():
st.title("Price Prediction")
##st.write("Hello World Streamlit")
html_temp = """
<div style="background-color:tomato;padding:10px">
<h2 style="color:white;text-align:center;">Streamlit Housing Price Prediction ML App </h2>
</div>
"""
st.markdown(html_temp, unsafe_allow_html=True)
total_sqft = st.slider("total_sqft",
min_value=500.0,
max_value=5000.0,
step=10.0)
st.write("Total Square Ft.", total_sqft)
#location = st.text_input("location","Type Here")
location = st.selectbox("Select the location", util.get_location_names())
st.write('You selected', location)
bhk = st.slider("bhk", min_value=1, max_value=10, step=1)
st.write("Total BHK", bhk)
bath = st.slider("bath", min_value=1, max_value=10, step=1)
st.write("Total Bath", bath)
estimated_price = ""
if st.button("Predict"):
estimated_price = util.get_estimated_price(location, total_sqft, bhk,
bath)
print(estimated_price)
st.write('The predicted price is ', estimated_price)
def get_location_names():
response = jsonify({"locations": util.get_location_names()})
# allow request from any origin of flask endpoint
response.headers.add("Access-Control-Allow-Origin", "*")
return response
def get_location_names():
response = jsonify({
'locations':
util.get_location_names() #get location from the util file
})
response.headers.add('Access-Control-Allow-Origin', '*')
return response #returning the locations which contains all the locations
def get_location_names():
response = jsonify({'locations': util.get_location_names()})
response.headers.add(
'Access-Control-Allow-Origin', '*'
) # this make the API vulnerable to cross-site request forgery(CSRF)
return response
def get_location_names():
response = jsonify({
'locations': util.get_location_names()
})
response.headers.add('Access-Control-Allow-Origin', '*')
return response
def get_location_names():
response = jsonify({
"locations": util.get_location_names()
})
# returning response w all locations
response.headers.add("Access-Control-Allow-Origin", "*")
return response
def get_all_data():
response = jsonify({
'location': util.get_location_names(),
'bhk': util.get_bhk(),
'bath': util.get_bath(),
})
response.headers.add('Access-Control-Allow-Origin', '*')
return response
def get_location_names():
'''
This function when called will create a response
The response is to return all the location in bangalore city
'''
response = jsonify({'locations': util.get_location_names()})
response.headers.add('Access-control-Allow-Origin', '*')
return response
def predict_home_price():
total_sqft = float(request.form['total_sqft'])
location = request.form['location']
bhk = int(request.form['bhk'])
bath = int(request.form['bath'])
print(location, bhk, bath)
print("location", util.get_location_names())
response = jsonify({
'estimated_price':
util.get_estimated_price(location, total_sqft, bhk, bath)
})
response.headers.add('Access-Control-Allow-Origin', '*')
return response
def get_location_names():
response = util.get_location_names()
return response
def get_location_names_final():
response = jsonify({
"locations": get_location_names()
})
response.headers.add('Access-Control-Allow-Origin', '*')
return response
def get_location_names():
response = jsonify({'locations': util.get_location_names()})
response.headers.add("Access Control", '*')
return response
def get_locations() :
response = jsonify({
'locations' : util.get_location_names()
})
return response
def get_location_names():
response = jsonify({'locations': util.get_location_names()})
#response.headers.add('Access-Control-Allow-Origin','*');
#Use above line in case of CORR error.
return response
def hello():
response = jsonify({"locations": util.get_location_names()})
response.headers.add("Acces-Control-Allow-Origin", "*")
return response
def get_location_names():
response = jsonify({'locations': util.get_location_names()})
# response.headers.add('Access-Control-Allow-Origin', '*')
# return response
return render_template('index.html')
def get_location_names(
): # first routine created is get_location_name using jsonify (serialize data)
response = jsonify({'locations': util.get_location_names()})
response.headers.add('Access-Control-Allow-Origin', '*')
return response
def Home():
locations = util.get_location_names()
return render_template('index.html', locationss=locations)
response = jsonify({'locations': util.get_location_names()})
response.headers.add('Access-Control-Allow-Origin', '*')
return response
@app.route("/hello")
def hello():
return 'hello'
@app.route('/get_price', methods=['POST'])
def get_price():
total_sqft = float(request.form['total_sqft'])
location = request.form['location']
bhk = int(request.form['bhk'])
bath = int(request.form['bath'])
response = jsonify({
'estimated_price':
util.get_estimated_price(location, total_sqft, bhk, bath)
})
response.headers.add('Access-Control-Allow-Origin', '*')
response.status_code = 200
return response
if __name__ == "__main__":
print('Starting Python Flask Server for Home Price Prediction.....')
util.load_saved_artifacts()
print(util.get_location_names())
app.run()