Update app.py

app.py

@@ -32,19 +32,20 @@ def test(input_json):
     
     def computeAccessibility (DistanceMatrix,destinationWeights, alpha = 0.0038, threshold = 600):
     
-      decay_factors = np.exp(-alpha * DistanceMatrix) * (DistanceMatrix <= threshold)
-      subdomainsAccessibility = pd.DataFrame(index=DistanceMatrix.index, columns=destinationWeights.columns)
-      for col in destinationWeights.columns:
-        subdomainsAccessibility[col] = (decay_factors * destinationWeights[col].values).sum(axis=1)
+        decay_factors = np.exp(-alpha * DistanceMatrix) * (DistanceMatrix <= threshold)
+        subdomainsAccessibility = pd.DataFrame(index=DistanceMatrix.index, columns=destinationWeights.columns)
+        
+        subdomainsAccessibility.columns = [int(col) for col in subdomainsAccessibility.columns]
+        subdomainsAccessibility = subdomainsAccessibility.sort_index(axis=1)
+        
+        for col in destinationWeights.columns:
+            subdomainsAccessibility[col] = (decay_factors * destinationWeights[col].values).sum(axis=1)
       
-    
-      #subdomainsAccessibility.drop(columns='commercial', inplace=True)
+        #subdomainsAccessibility.drop(columns='commercial', inplace=True)
           
-      return subdomainsAccessibility
+        return subdomainsAccessibility
     
     subdomainsAccessibility = computeAccessibility(df_matrix,df_weights,alpha,threshold)
-    subdomainsAccessibility.columns = [int(col) for col in subdomainsAccessibility.columns]
-    subdomainsAccessibility = subdomainsAccessibility.sort_index(axis=1)
     subdomainsAccessibility_dict = subdomainsAccessibility.to_dict('index')
     
     #subdomainsAccessibility_dict = {outer_key: dict(sorted(inner_dict.items(), key=lambda x: int(x[0])))