created It20008628 backend

cost.py

+from flask import Flask, request, render_template
+import numpy as np
+from joblib import load
+
+
+app = Flask(__name__)
+
+model = load('XGB_All_1_model.joblib')
+
+@app.route('/predictcost',methods=['POST'])
+
+def predict():
+    Year = int(request.form['Year'])
+    Season = int(request.form['Season'])
+    Preliminary_Dev = int(request.form['Preliminary_Dev'])
+    Ploughing = int(request.form['Ploughing'])
+    Levelling = int(request.form['Levelling'])
+    Transplanting = int(request.form['Transplanting'])
+    Plastering = int(request.form['Plastering'])
+    Fertilization = int(request.form['Fertilization'])
+    Harvesting = int(request.form['Harvesting'])
+    Threshing = int(request.form['Threshing'])
+    Winnowing = int(request.form['Winnowing'])
+    Tot_without_Imputed = int(request.form['Tot_without_Imputed'])
+    Seeding = int(request.form['Seeding'])
+    Hired_Labour = int(request.form['Hired_Labour'])
+    Family_Labour = int(request.form['Family_Labour'])
+    Fertilizer_Purchase = int(request.form['Fertilizer_Purchase'])
+    Average_Yield = int(request.form['Average_Yield'])
+
+    feature_list = [Year, Season, Preliminary_Dev, Ploughing, Levelling, Transplanting, Plastering, Fertilization,
+                    Harvesting, Threshing, Winnowing, Tot_without_Imputed, Seeding,Hired_Labour, Family_Labour,
+                    Fertilizer_Purchase, Average_Yield]
+
+    single_pred = np.array(feature_list).reshape(1, -1)
+
+    prediction = model.predict(single_pred)
+
+    result = "Predicted Price: {:.2f}".format(prediction[0]) + " Rs/kg"
+
+    return render_template('cost.html',result = result)
+
+@app.route('/')
+def index():
+    return render_template('cost.html')
+
+# python main
+if __name__ == '__main__':
+    #app.run(debug=True)
+    app.run(host='127.0.0.1', port=5010)