Add debug print statements in create_position_export_dict function in app.py to log position filters and filtered DataFrames, aiding in troubleshooting and data validation during export dictionary generation.

app.py

@@ -42,6 +42,8 @@ def create_position_export_dict(column_name, csv_file):
         import re
         position_filter = re.sub(r'\d+', '', column_name)
         
+        print(position_filter)
+
         # Filter CSV file by position
         if 'Position' in csv_file.columns:
             filtered_df = csv_file[
@@ -55,10 +57,12 @@ def create_position_export_dict(column_name, csv_file):
         
         try:
             filtered_df = filtered_df.sort_values(by='Salary', ascending=False).drop_duplicates(subset=['Name'])
+            print(filtered_df)
             return dict(zip(filtered_df['Name'], filtered_df['Name + ID']))
         except:
             try:
                 filtered_df = filtered_df.sort_values(by='Salary', ascending=False).drop_duplicates(subset=['Nickname'])
+                print(filtered_df)
                 return dict(zip(filtered_df['Nickname'], filtered_df['Id']))
             except:
                 # Final fallback