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app.py

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+from flask import Flask,request,render_template
+import pickle
+import numpy as np
+
+# sample data
+# 
+app = Flask(__name__)
+load = pickle.load(open('./model.sav','rb'))
+
+
+@app.route('/',methods=['POST','GET'])
+def home():
+    if request.method == 'POST':
+        preg = request.form.get("preg")
+        bmi = request.form.get("bmi")
+        bp = request.form.get("bp")
+        skin = request.form.get("skin")
+        dp = request.form.get("dp")
+        gl = request.form.get("gl")
+        il = request.form.get("il")
+        age = request.form.get("age")
+        features = np.array([[preg,gl,bp,skin,il,bmi,dp,age]])
+        pred = load.predict(features)
+        if pred == 1 :
+            output =  "Yes, you have Diabaties."
+        elif pred == 0:
+            output = "No, you do not have Diabaties."  
+        else : 
+            output = pred    
+        return render_template('index.html',res=output)      
+    return render_template('index.html')
+if __name__ == "__main__":
+    app.run(debug=False)