Final_Project/app.py at master · Blockalypse/Final_Project · GitHub

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from flask import Flask, render_template, request, session, g, redirect, url_for, abort, \
     render_template, flash
import os
from predict import prediction_lin, prediction_log

import sys
app = Flask(__name__)

@app.route('/')
def home():
    return render_template('cover.html')

@app.route('/tableau')
def charts():
    return render_template('FinalTableau.html')

@app.route('/linear', methods=['GET'])
def linindex():
    return render_template('index_lin.html')

@app.route('/linear', methods=['POST'])
def linfunc():
    att1 = int(request.form['Property_Code'])
    if att1 == 0:
        apt1 =0
        apt2 =0
        apt3 =0
        apt4 =1
    elif att1 ==1:
        apt1 =0
        apt2 =0
        apt3 =1
        apt4 =0
    elif att1 ==2:
        apt1 =0
        apt2 =1
        apt3 =0
        apt4 =0
    elif att1 ==3:
        apt1 =1
        apt2 =0
        apt3 =0
        apt4 =0
    att2 = int(request.form['Bedrooms'])
    att3 = float(request.form['Bathrooms'])
    att4 = int(request.form['SQFT'])

    #predictive function using model.prediction
    rent_pred = prediction_lin(apt1,apt2,apt3,apt4,att2,att3,att4)
    return render_template('result_lin.html', result=rent_pred)

@app.route('/logistic', methods=['GET'])
def logindex():
    return render_template('index_log.html')

@app.route('/logistic',methods=['POST'])
def logfunc():
    att1 = int(request.form['Property_Code'])
    if att1 == 1:
        apt1 =1
        apt2 =0
        apt3 =0
        apt4 =0
    elif att1 ==2:
        apt1 =0
        apt2 =1
        apt3 =0
        apt4 =0
    elif att1 ==3:
        apt1 =0
        apt2 =0
        apt3 =1
        apt4 =0
    elif att1 ==4:
        apt1 =0
        apt2 =0
        apt3 =0
        apt4 =1
    att2 = request.form['BedRooms']
    if att2 =="0":
        att2 = 0
    else:
        att2 = float(att2)
    att3 = request.form['Bathroom']
    if att3 =="0":
        att3 = 0
    else:
        att3 = float(att3)
    att4 = int(request.form['SQFT'])
    att5 = int(request.form['exampleInputAmount'])

    #predictive function using model.prediction
    occ_pred = prediction_log(apt1,apt2,apt3,apt4,att2,att3,att4,att5)
    if occ_pred == [0]:
        occ_pred = "Occupied"
    else:
        occ_pred = "Vacant"
    return render_template('result_log.html',result=occ_pred)

if __name__ == '__main__':
    app.run(port=5000, debug=True)