Create vendor_scoring.py

vendor_scoring.py

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+def calculate_vendor_score(delay_percent, qa_incidents, safety_compliance, feedback_score):
+    # Weighted scoring logic (example weights as per PMO agreement)
+    quality_weight = 0.4
+    timeliness_weight = 0.3
+    safety_weight = 0.2
+    communication_weight = 0.1
+    
+    # Calculate individual scores (scale to 100)
+    quality_score = (1 - qa_incidents / 10) * 100  # Example: Fewer incidents = higher score
+    timeliness_score = (1 - delay_percent / 100) * 100  # Example: Less delay = higher score
+    safety_score = safety_compliance * 100  # Compliance % directly maps to score
+    communication_score = feedback_score * 20  # Feedback (1-5 scale) to 100
+    
+    # Final weighted score
+    final_score = (
+        quality_score * quality_weight +
+        timeliness_score * timeliness_weight +
+        safety_score * safety_weight +
+        communication_score * communication_weight
+    )
+    
+    # Trend detection (dummy logic for now, can enhance later)
+    trend_deviation = 0  # Placeholder (compare with previous month if available)
+    
+    # Alert flag (if final score < 60, flag as risk)
+    alert_flag = final_score < 60
+    
+    # JSON response
+    return {
+        "quality_score": round(quality_score, 2),
+        "timeliness_score": round(timeliness_score, 2),
+        "safety_score": round(safety_score, 2),
+        "communication_score": round(communication_score, 2),
+        "final_score": round(final_score, 2),
+        "trend_deviation": trend_deviation,
+        "alert_flag": alert_flag
+    }