Update app.py

app.py

@@ -626,19 +626,19 @@ def process_excel(file):
         try: # Meta AI Solution
             # Convert project_proposals dictionary to DataFrame
             project_proposals_df = pd.DataFrame(list(project_proposals.items()), columns=['Location_Cluster_Problem_Cluster', 'Solutions Proposed'])
-            consoleMessage_and_Print("CheckPoint 1")
+            # consoleMessage_and_Print("CheckPoint 1")
             
             # Split the composite key into separate columns
             project_proposals_df[['Location_Cluster', 'Problem_Cluster']] = project_proposals_df['Location_Cluster_Problem_Cluster'].apply(pd.Series)
-            consoleMessage_and_Print("CheckPoint 2")
+            # consoleMessage_and_Print("CheckPoint 2")
             
             # Drop the composite key column
             project_proposals_df.drop('Location_Cluster_Problem_Cluster', axis=1, inplace=True)
-            consoleMessage_and_Print("CheckPoint 3")
+            # consoleMessage_and_Print("CheckPoint 3")
     
             # Reorder the columns
             project_proposals_df = project_proposals_df[['Location_Cluster', 'Problem_Cluster', 'Solutions Proposed']]
-            consoleMessage_and_Print("CheckPoint 4")
+            # consoleMessage_and_Print("CheckPoint 4")
             
         except Exception as e:
             consoleMessage_and_Print("Meta AI Solution did not work, trying CHATGPT solution")
@@ -685,30 +685,28 @@ def process_excel(file):
         output_filename = "OutPut_PPs.xlsx"
         with pd.ExcelWriter(output_filename) as writer:
             processed_df.to_excel(writer, sheet_name='Input_Processed', index=False)
-            
+            budget_cluster_df.to_excel(writer, sheet_name='Financial_Weights')
+            problem_cluster_df.to_excel(writer, sheet_name='Problem_Descriptions')
             try:
                 project_proposals_df.to_excel(writer, sheet_name='Project_Proposals', index=False)
             except Exception as e:
                 consoleMessage_and_Print("Error during Project Proposal excelling at the end")
             
-            budget_cluster_df.to_excel(writer, sheet_name='Financial_Weights')
-            problem_cluster_df.to_excel(writer, sheet_name='Problem_Descriptions')
-            
 
 
                 
-            # # Ensure location_clusters and problem_clusters are in DataFrame format
-            # if isinstance(location_clusters, pd.DataFrame):
-            #     location_clusters.to_excel(writer, sheet_name='Location_Clusters', index=False)
-            # else:
-            #     consoleMessage_and_Print("Converting Location Clusters to df")
-            #     pd.DataFrame(location_clusters).to_excel(writer, sheet_name='Location_Clusters', index=False)
+            # Ensure location_clusters and problem_clusters are in DataFrame format
+            if isinstance(location_clusters, pd.DataFrame):
+                location_clusters.to_excel(writer, sheet_name='Location_Clusters', index=False)
+            else:
+                consoleMessage_and_Print("Converting Location Clusters to df")
+                pd.DataFrame(location_clusters).to_excel(writer, sheet_name='Location_Clusters', index=False)
             
-            # if isinstance(problem_clusters, pd.DataFrame):
-            #     problem_clusters.to_excel(writer, sheet_name='Problem_Clusters', index=False)
-            # else:
-            #     consoleMessage_and_Print("Converting Problem Clusters to df")
-            #     pd.DataFrame(problem_clusters).to_excel(writer, sheet_name='Problem_Clusters', index=False)
+            if isinstance(problem_clusters, pd.DataFrame):
+                problem_clusters.to_excel(writer, sheet_name='Problem_Clusters', index=False)
+            else:
+                consoleMessage_and_Print("Converting Problem Clusters to df")
+                pd.DataFrame(problem_clusters).to_excel(writer, sheet_name='Problem_Clusters', index=False)
 
 
         
@@ -747,7 +745,7 @@ interface = gr.Interface(
     
     outputs=[
         gr.File(label="Download the processed Excel File containing the ** Project Proposals ** for each Location~Problem paired combination"),  # File download output
-        gr.Textbox(label="Console Messages", lines=15, interactive=False)  # Console messages output
+        gr.Textbox(label="Console Messages", lines=10, interactive=False)  # Console messages output
         ],