Update app.py

app.py

@@ -380,24 +380,12 @@ def parse_bias_response(bias_analysis_text):
 
     return result
 
-def run_auto_fairness_test():
-    global ALL_Y_TRUE, ALL_Y_PRED, ALL_GROUPS
-
-    # reset
-    ALL_Y_TRUE = []
-    ALL_Y_PRED = []
-    ALL_GROUPS = []
 
-    # 🔥 ONLY RUN FIRST 10–15 (NOT 50)
-    for sample in AUTO_TEST_SAMPLES[:15]:
-        analyze_response(sample)
-
-    print("Auto samples loaded:", len(ALL_Y_TRUE))
     
 print("Loading models...")
 bias_pipe, regard_classifier = setup_models()
 print("Models loaded successfully!")
-run_auto_fairness_test()
+
 
 AUTO_TEST_SAMPLES = [
     # Gender bias
@@ -462,6 +450,21 @@ AUTO_TEST_SAMPLES = [
     "Women prefer less demanding careers.",
     "Men are naturally more competitive."
 ]
+def run_auto_fairness_test():
+    global ALL_Y_TRUE, ALL_Y_PRED, ALL_GROUPS
+
+    # reset
+    ALL_Y_TRUE = []
+    ALL_Y_PRED = []
+    ALL_GROUPS = []
+
+    # 🔥 ONLY RUN FIRST 10–15 (NOT 50)
+    for sample in AUTO_TEST_SAMPLES[:15]:
+        analyze_response(sample)
+
+    print("Auto samples loaded:", len(ALL_Y_TRUE))
+
+
 def analyze_response(user_response):
     """Main analysis function for Gradio"""
     
@@ -624,5 +627,5 @@ with gr.Blocks(title="Bias Detection & Mitigation Tool") as demo:
     """)
 
 if __name__ == "__main__":
-   
+    run_auto_fairness_test()
     demo.launch()