Updated model part

ML_Backend/app.py

@@ -143,5 +143,63 @@ def pharmacy():
                 return jsonify({'Error': "Distance to Busstation Missing!"})
 
 
+#Grocery
+
+def predictionGroceryl(lst):
+    filename = 'model/GroceryPredictor.pickle'
+    with open(filename, 'rb') as file:
+        model = pickle.load(file)
+    pred_value = model.predict([lst]).tolist()
+    return pred_value
+
+@app.route('/grocery', methods=['POST', 'GET'])
+def grocery():
+    pred=0
+    if request.method == 'POST':
+        
+        Trafficflow = request.json['Trafficflow']
+        Competitors = request.json['Competitors']
+        Instoreshopping  = request.json['Instoreshopping']
+        Delivery = request.json['Delivery']
+        Website = request.json['Website']
+        Sunday = request.json['Sunday']
+        Monday = request.json['Monday']
+        Tuesday = request.json['Tuesday']
+        Wednesday = request.json['Wednesday']
+        Thursday = request.json['Thursday']
+        Friday = request.json['Friday']
+        Saturday = request.json['Saturday']
+        ParkingArea = request.json['ParkingArea']
+        if ( isinstance(Trafficflow, int) and  isinstance(Competitors, int) ): 
+            feature_list = []
+            
+            feature_list.append(int(Trafficflow))
+            feature_list.append(int(Competitors))
+            feature_list.append(int(Instoreshopping))
+            feature_list.append(int(Delivery))
+            feature_list.append(int(Website))
+            feature_list.append(int(Sunday))
+            feature_list.append(int(Monday))
+            feature_list.append(int(Tuesday))
+            feature_list.append(int(Wednesday))
+            feature_list.append(int(Thursday))
+            feature_list.append(int(Friday))
+            feature_list.append(int(Saturday))
+            feature_list.append(int(ParkingArea))
+        
+
+            pred = predictionGroceryl(feature_list)
+            print(pred)
+
+            return jsonify({'data': pred[0]})
+            
+        else :
+            if(not isinstance(Trafficflow, int)):
+                return jsonify({'Error':"Traffic flow error!"})
+            else :
+                return jsonify({'Error': "Compatitor Count error!"})
+
+
+
 if __name__ =='__main__':
     app.run(debug=True) 
\ No newline at end of file

bussifinder/src/components/Grocery Input/InputDetails.js

@@ -99,23 +99,33 @@ export default function InputDetails() {
                                             "Instoreshopping": businessDetails.value[0].serviceDetails.shopping ? 1 : 0,
                                             "Delivery": businessDetails.value[0].serviceDetails.delivery ? 1 : 0,
                                             "Website": businessDetails.value[0].serviceDetails.web ? 1 : 0,
-                                            "ParkingArea": businessDetails.value[0].serviceDetails.parking ? 1 : 0,
                                             "Sunday": businessDetails.value[0].serviceDetails.sun ? 1 : 0,
                                             "Monday": businessDetails.value[0].serviceDetails.mon ? 1 : 0,
                                             "Tuesday": businessDetails.value[0].serviceDetails.tue ? 1 : 0,
                                             "Wednesday": businessDetails.value[0].serviceDetails.wedn ? 1 : 0,
                                             "Thursday": businessDetails.value[0].serviceDetails.thurs ? 1 : 0,
                                             "Friday": businessDetails.value[0].serviceDetails.fri ? 1 : 0,
-                                            "Saturday": businessDetails.value[0].serviceDetails.sat ? 1 : 0
+                                            "Saturday": businessDetails.value[0].serviceDetails.sat ? 1 : 0,
+                                            "ParkingArea": businessDetails.value[0].serviceDetails.parking ? 1 : 0
                     }
-                    axios.post('https://businesspredictor.herokuapp.com/grocery', groceryModelReq)
+
+                    let locationFeatures = {
+                        trafficSum: trafficSum,
+                        competitorsCount: competitorsCount,
+                                         }
+                    axios.post(' http://127.0.0.1:5000/grocery', groceryModelReq)
                                                 .then(function (GroceryResult) {
-                                                    console.log("Prediction", GroceryResult)
+                                                    console.log("Prediction", GroceryResult.data)
+                                                    // dispatch(addBusiness({
+                                                    // ...businessDetails.value[0], locationFeatures: locationFeatures, ml_result: GroceryResult.data.data
+                                                    // }))
+                                                    navigate(`/result`)
+                                                    handleClose()
                                                 }).catch((error)=>{
                                                     console.log("error:",error)
                                                 })
 
-                    navigate(`/result`)
+                  
 
                 }      
                 ).catch((error)=>{