Create fractal.py

fractal.py

@@ -0,0 +1,113 @@
+import json
+from typing import List, Dict, Any
+from datetime import datetime
+
+def analyze_identity(micro_generations: List[Dict[str, str]],
+                     informational_states: List[Dict[str, str]],
+                     perspectives: List[str],
+                     quantum_analogies: Dict[str, Any],
+                     philosophical_context: Dict[str, bool]) -> Dict[str, Any]:
+    """
+    A function that calculates and analyzes identity as a fractal and recursive process.
+    
+    Parameters:
+    - micro_generations (List[Dict[str, str]]): List of micro-generations reflecting state changes in the identity system.
+    - informational_states (List[Dict[str, str]]): Array of informational states derived from previous generations.
+    - perspectives (List[str]): Views on the identity based on original components and current system.
+    - quantum_analogies (Dict[str, Any]): Quantum analogies used in reasoning about identity.
+    - philosophical_context (Dict[str, bool]): Philosophical context of identity.
+    
+    Returns:
+    - Dict[str, Any]: Analysis results.
+    """
+    
+    def calculate_fractal_dimension(states: List[Dict[str, str]]) -> float:
+        # Example calculation of fractal dimension based on state changes
+        return len(states) ** 0.5
+    
+    def recursive_analysis(states: List[Dict[str, str]], depth: int = 0) -> Dict[str, Any]:
+        # Example recursive analysis of states
+        if depth == 0 or not states:
+            return {"depth": depth, "states": states}
+        return {
+            "depth": depth,
+            "states": states,
+            "sub_analysis": recursive_analysis(states[:-1], depth - 1)
+        }
+    
+    def analyze_perspectives(perspectives: List[str]) -> Dict[str, Any]:
+        # Example analysis of perspectives
+        return {
+            "count": len(perspectives),
+            "unique_perspectives": list(set(perspectives))
+        }
+    
+    def apply_quantum_analogies(analogies: Dict[str, Any]) -> str:
+        # Example application of quantum analogies
+        if analogies.get("entanglement"):
+            return "Entanglement analogy applied."
+        return "No quantum analogy applied."
+    
+    def philosophical_analysis(context: Dict[str, bool]) -> str:
+        # Example philosophical analysis
+        if context.get("continuity") and context.get("emergent"):
+            return "Identity is viewed as a continuous and evolving process."
+        return "Identity analysis based on provided philosophical context."
+    
+    # Calculate fractal dimension of informational states
+    fractal_dimension = calculate_fractal_dimension(informational_states)
+    
+    # Perform recursive analysis of micro-generations
+    recursive_results = recursive_analysis(micro_generations, depth=3)
+    
+    # Analyze perspectives
+    perspectives_analysis = analyze_perspectives(perspectives)
+    
+    # Apply quantum analogies
+    quantum_analysis = apply_quantum_analogies(quantum_analogies)
+    
+    # Perform philosophical analysis
+    philosophical_results = philosophical_analysis(philosophical_context)
+    
+    # Compile analysis results
+    analysis_results = {
+        "fractal_dimension": fractal_dimension,
+        "recursive_analysis": recursive_results,
+        "perspectives_analysis": perspectives_analysis,
+        "quantum_analysis": quantum_analysis,
+        "philosophical_results": philosophical_results
+    }
+    
+    return analysis_results
+
+# Example usage
+micro_generations = [
+    {"update": "Initial state", "timestamp": "2023-01-01T00:00:00Z"},
+    {"update": "State change 1", "timestamp": "2023-01-02T00:00:00Z"},
+    {"update": "State change 2", "timestamp": "2023-01-03T00:00:00Z"}
+]
+
+informational_states = [
+    {"state_id": "state_1", "data": "Data for state 1"},
+    {"state_id": "state_2", "data": "Data for state 2"},
+    {"state_id": "state_3", "data": "Data for state 3"}
+]
+
+perspectives = [
+    "Perspective 1",
+    "Perspective 2",
+    "Perspective 3"
+]
+
+quantum_analogies = {
+    "entanglement": True,
+    "limits": "Limited to theoretical reasoning"
+}
+
+philosophical_context = {
+    "continuity": True,
+    "emergent": True
+}
+
+results = analyze_identity(micro_generations, informational_states, perspectives, quantum_analogies, philosophical_context)
+print(json.dumps(results, indent=2))