Update app.py

app.py

@@ -56,10 +56,20 @@ def run_validation(survey_file, uuid):
         table_4_1 = []
         table_4_2 = []
 
+    report = f.generate_data_quality_report(
+        segmentation='no',
+        table_1_1=table_1_1,  
+        table_2_1=table_2_1,  
+        table_2_3=table_2_3,  
+        table_3_1=None,  
+        table_3_2=None,  
+        table_3_3=table_3_3,
+        table_3_4=table_3_4,  # Replace with actual data
+        table_4_1=table_4_1   # Replace with actual data
+    )
 
+    print(report)
     
-    # Assume result is a DataFrame, can adjust to return Excel, text, etc.
-    return indicator_df, questions_df, choice_df, data_all, raw_data, column_strategy_df
 
 with gr.Blocks() as app:
     gr.Markdown("## Survey Validation App")
@@ -72,7 +82,7 @@ with gr.Blocks() as app:
     run_btn.click(
         run_validation,
         inputs=[survey_file, uuid_box],
-        outputs=indicator_df, questions_df, choice_df, data_all, raw_data, column_strategy_df
+        outputs=[]
     )
 
 if __name__ == "__main__":