Update MultiAssetCollateralizationEngine.py

Author: KOSASIH

src/stabilizer/MultiAssetCollateralizationEngine.py

@@ -1,22 +1,78 @@
 class MultiAssetCollateralizationEngine:
     def __init__(self):
         self.collateral_basket = {
-            'cryptocurrencies': ['Bitcoin', 'Ethereum'],
+            'cryptocurrencies': ['Bitcoin', 'Ethereum', 'Cardano', 'Solana'],
             'traditional_assets': [
                 'US_Treasury_Bonds',
                 'IMF_Special_Drawing_Rights',
-                'Gold_Reserves'
+                'Gold_Reserves',
+                'Corporate_Bonds',
+                'Real_Estate_Investment_Trusts'
             ],
             'real_world_assets': [
                 'Tech_Infrastructure_Investments',
                 'Renewable_Energy_Credits',
-                'Intellectual_Property_Portfolios'
+                'Intellectual_Property_Portfolios',
+                'Art_Collections',
+                'Patents_and_Trademarks'
             ]
         }
+        self.market_data_provider = 'RealTimeMarketDataAPI'
 
     def calculate_dynamic_collateralization(self):
         return {
             'total_backing_value': self._compute_total_backing(),
             'liquidity_ratio': self._assess_liquidity_coverage(),
-            'risk_adjusted_valuation': self._quantum_risk_adjusted_valuation()
+            'risk_adjusted_valuation': self._quantum_risk_adjusted_valuation(),
+            'real_time_market_data': self._fetch_real_time_market_data(),
+            'asset_diversification_index': self._calculate_diversification_index()
+        }
+    
+    def _compute_total_backing(self):
+        # Placeholder for total backing value calculation logic
+        return 1000000.0  # Example value
+
+    def _assess_liquidity_coverage(self):
+        # Placeholder for liquidity coverage assessment
+        return {
+            'current_liquidity_ratio': 1.5,
+            'minimum_required_ratio': 1.0
+        }
+
+    def _quantum_risk_adjusted_valuation(self):
+        # Placeholder for quantum risk-adjusted valuation logic
+        return {
+            'adjusted_value': 950000.0,
+            'risk_factors': {
+                'market_volatility': 0.2,
+                'credit_risk': 0.1,
+                'liquidity_risk': 0.15
+            }
+        }
+
+    def _fetch_real_time_market_data(self):
+        # Placeholder for fetching real-time market data
+        return {
+            'cryptocurrency_prices': {
+                'Bitcoin': 45000.0,
+                'Ethereum': 3000.0,
+                'Cardano': 2.5,
+                'Solana': 150.0
+            },
+            'traditional_asset_prices': {
+                'US_Treasury_Bonds': 100.0,
+                'Gold_Reserves': 1800.0,
+                'Corporate_Bonds': 95.0
+            }
+        }
+
+    def _calculate_diversification_index(self):
+        # Placeholder for diversification index calculation
+        return {
+            'diversification_score': 0.85,
+            'asset_classes': {
+                'cryptocurrencies': 0.4,
+                'traditional_assets': 0.35,
+                'real_world_assets': 0.25
+            }
         }