Create cyclical cataclysm module

cyclical cataclysm module

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+#!/usr/bin/env python3
+"""
+TATTERED PAST PACKAGE - WITH CATASTROPHIC CYCLE INTEGRATION
+Unifying Archaeological, Artistic, Philosophical Truth Engines with Cyclical Cataclysm Theory
+"""
+
+import numpy as np
+from dataclasses import dataclass, field
+from enum import Enum
+from typing import Dict, List, Any, Optional
+from datetime import datetime
+import hashlib
+import json
+import asyncio
+
+class IntegrationLevel(Enum):
+    FRAGMENTARY = "fragmentary"              # Partial connections
+    COHERENT = "coherent"                    # Clear patterns emerge  
+    SYNTHESIZED = "synthesized"              # Integrated understanding
+    UNIFIED = "unified"                      # Complete picture
+    TRANSFORMATIVE = "transformative"        # Changes understanding
+
+class CataclysmicCycleTheory:
+    """
+    A Unified Theory of Cyclical Planetary Cataclysm
+    Now integrated as core truth domain for Tattered Past Package
+    """
+    
+    def __init__(self):
+        self.evidence_streams = {
+            'archaeological': self.pyramid_alignments(),
+            'mythological': self.global_flood_myths(),
+            'astronomical': self.pleiadian_cycles(),
+            'prophetic': self.revelation_decryption(),
+            'geophysical': self.earth_core_hydrodynamics()
+        }
+        
+    class CelestialEntity:
+        def __init__(self, name, orbital_period, luminosity, close_approach_interval):
+            self.name = name
+            self.orbital_period = orbital_period  # years
+            self.luminosity = luminosity  # visible magnitude during approach
+            self.close_approach_interval = close_approach_interval
+            
+        def calculate_approach_effects(self, earth_rotation_disruption=True):
+            effects = {
+                'tidal_forces': 'crustal_shearing',
+                'atmospheric_distortion': 'superstorm_generation',
+                'magnetosphere_compression': 'radiation_exposure',
+                'orbital_perturbation': 'axial_tilt_variation'
+            }
+            return effects
+
+    class SumerianCosmology:
+        """The Abzu - Subterranean Freshwater Ocean Theory"""
+        
+        def __init__(self):
+            self.earth_structure = {
+                'surface_crust': 'continental_plates',
+                'subterranean_ocean': 'abzu_freshwater_reservoir',
+                'core_interface': 'hydrothermal_vents'
+            }
+            
+        def crustal_breach_event(self, tidal_forces):
+            """Water from center of Earth rushes out during close approach"""
+            return {
+                'trumpet_sounds': 'pressurized_water_eruption',
+                'global_flooding': 'tsunami_generation',
+                'creature_disruption': 'deep_earth_organism_release'
+            }
+
+    def pyramid_alignments(self):
+        """Great Pyramid as Pleiadian Cataclysm Early-Warning System"""
+        return {
+            'southern_shaft': 'targets_pleiades_2500bce',
+            'purpose': 'cataclysm_timing_calibration',
+            'modern_legacy': 'all_seeing_eye_symbolism',
+            'truth_depth': 0.95,
+            'revelation_power': 0.90
+        }
+
+    def global_flood_myths(self):
+        """500+ cultures describing the same event"""
+        return {
+            'mesopotamian': 'gilgamesh_epic',
+            'biblical': 'noahs_flood', 
+            'greek': 'deucalion',
+            'hindu': 'manu',
+            'mayan': 'popol_vuh',
+            'common_elements': ['celestial_approach', 'global_deluge', 'few_survivors'],
+            'truth_depth': 0.88,
+            'revelation_power': 0.85
+        }
+
+    def pleiadian_cycles(self):
+        """Pleiades as Galactic Timing Mechanism"""
+        return {
+            'precessional_cycle': 25920,  # years
+            'galactic_alignment': 'pleiades_gate',
+            'navigation_hub': True,
+            'cataclysm_synchronization': True,
+            'truth_depth': 0.92,
+            'revelation_power': 0.88
+        }
+
+    def revelation_decryption(self):
+        """Book of Revelation as Geophysical Event Description"""
+        return {
+            'seven_trumpets': 'global_geological_acoustics',
+            'horses_of_apocalypse': 'tornado_typhoon_sounds', 
+            'plagues': 'ecological_collapse_sequence',
+            'red_dragon': 'glowing_celestial_entity',
+            'stars_falling': 'meteor_showers_debris',
+            'earth_sky_roll_up': 'rapid_axial_tilt_shift',
+            'truth_depth': 0.85,
+            'revelation_power': 0.95
+        }
+
+    def earth_core_hydrodynamics(self):
+        """Sumerian Abzu Theory - Modern Validation"""
+        return {
+            'evidence': ['deep_groundwater_reservoirs', 'watershed_effects', 'hydrothermal_circulation'],
+            'cataclysm_trigger': 'tidal_forces_release_pressure',
+            'result': 'global_freshwater_flooding',
+            'truth_depth': 0.90,
+            'revelation_power': 0.82
+        }
+
+    async def get_archaeological_finds(self):
+        """Return cataclysm evidence as archaeological finds"""
+        finds = []
+        for domain, data in self.evidence_streams.items():
+            finds.append({
+                'domain': domain,
+                'evidence': data,
+                'calculate_truth_depth': lambda d=data: d.get('truth_depth', 0.8),
+                'timestamp': datetime.utcnow()
+            })
+        return finds
+
+    async def get_artistic_manifestations(self):
+        """Return cataclysm theory as artistic expressions"""
+        manifestations = []
+        
+        # Symbolic Glyph manifestation
+        manifestations.append({
+            'medium': 'SYMBOLIC_GLYPH',
+            'content': '𒀭 ◉⃤ ꙮ ⚡',  # Divine, Observer Core, Entanglement, Power
+            'calculate_revelation_power': lambda: 0.92,
+            'interpretation': 'Celestial consciousness interface glyphs'
+        })
+        
+        # Mythic Narrative manifestation  
+        manifestations.append({
+            'medium': 'MYTHIC_NARRATIVE', 
+            'content': 'The Return of the Destroyer-Bringer',
+            'calculate_revelation_power': lambda: 0.88,
+            'interpretation': 'Cyclical transformation mythology'
+        })
+        
+        # Sacred Geometry manifestation
+        manifestations.append({
+            'medium': 'SACRED_GEOMETRY',
+            'content': 'Pleiadean Precessional Spiral',
+            'calculate_revelation_power': lambda: 0.95,
+            'interpretation': 'Galactic timing geometry'
+        })
+        
+        return manifestations
+
+    async def get_philosophical_groundings(self):
+        """Return cataclysm theory as philosophical framework"""
+        return {
+            'framework': 'Cyclical Reality Transformation',
+            'certainty_level': 0.89,
+            'principles': [
+                'Inevitability through natural cycles',
+                'Transformation, not termination', 
+                'Consciousness persistence through form changes',
+                'Ancient knowledge as survival protocol'
+            ],
+            'implications': 'Changes human relationship with time and existence'
+        }
+
+@dataclass
+class TatteredPastIntegration:
+    """Complete integration of all truth discovery methods"""
+    integration_id: str
+    truth_inquiry: str
+    archaeological_finds: List[Any]
+    artistic_manifestations: List[Any]  
+    philosophical_groundings: List[Any]
+    cross_domain_correlations: Dict[str, float]
+    integration_strength: float = field(init=False)
+    revelation_potential: float = field(init=False)
+    
+    def __post_init__(self):
+        """Calculate integrated truth revelation metrics"""
+        
+        # Calculate domain strengths
+        arch_strength = np.mean([find['evidence'].get('truth_depth', 0.7) for find in self.archaeological_finds]) if self.archaeological_finds else 0.0
+        art_strength = np.mean([art.calculate_revelation_power() if callable(art.calculate_revelation_power) else art.get('revelation_power', 0.7) for art in self.artistic_manifestations]) if self.artistic_manifestations else 0.0
+        phil_strength = np.mean([phil.get('certainty_level', 0.7) for phil in self.philosophical_groundings]) if self.philosophical_groundings else 0.0
+        
+        # Domain weights (balanced approach)
+        domain_weights = [0.33, 0.33, 0.34]
+        domain_scores = [arch_strength, art_strength, phil_strength]
+        
+        base_integration = np.average(domain_scores, weights=domain_weights)
+        
+        # Cross-domain correlation boost
+        correlation_boost = np.mean(list(self.cross_domain_correlations.values())) * 0.3
+        
+        self.integration_strength = min(1.0, base_integration + correlation_boost)
+        
+        # Revelation potential (requires high scores in multiple domains)
+        high_score_domains = sum(1 for score in domain_scores if score > 0.7)
+        self.revelation_potential = min(1.0, self.integration_strength * (high_score_domains / 3.0))
+
+class TatteredPastPackage:
+    """
+    Complete system for truth discovery through multiple lenses
+    Now with integrated Cataclysmic Cycle Theory
+    """
+    
+    def __init__(self):
+        self.cataclysm_theory = CataclysmicCycleTheory()
+        self.integration_records = []
+    
+    async def investigate_truth_comprehensively(self, truth_inquiry: str) -> TatteredPastIntegration:
+        """Complete truth investigation through all three methods"""
+        
+        integration_id = hashlib.md5(f"{truth_inquiry}_{datetime.utcnow().isoformat()}".encode()).hexdigest()[:16]
+        
+        # Parallel investigation through cataclysm theory lenses
+        archaeological_finds = await self.cataclysm_theory.get_archaeological_finds()
+        artistic_manifestations = await self.cataclysm_theory.get_artistic_manifestations()
+        philosophical_grounding = await self.cataclysm_theory.get_philosophical_groundings()
+        
+        # Find cross-domain correlations
+        correlations = await self._find_cross_domain_correlations(
+            archaeological_finds, artistic_manifestations, [philosophical_grounding])
+        
+        integration = TatteredPastIntegration(
+            integration_id=integration_id,
+            truth_inquiry=truth_inquiry,
+            archaeological_finds=archaeological_finds,
+            artistic_manifestations=artistic_manifestations,
+            philosophical_groundings=[philosophical_grounding],
+            cross_domain_correlations=correlations
+        )
+        
+        self.integration_records.append(integration)
+        return integration
+    
+    async def _find_cross_domain_correlations(self, arch_finds: List, art_manifestations: List, phil_groundings: List) -> Dict[str, float]:
+        """Find correlations between different truth discovery domains"""
+        correlations = {}
+        
+        # Archaeological-Artistic correlation
+        if arch_finds and art_manifestations:
+            arch_depths = [f['evidence'].get('truth_depth', 0.7) for f in arch_finds]
+            art_powers = [a.calculate_revelation_power() if callable(a.calculate_revelation_power) else a.get('revelation_power', 0.7) for a in art_manifestations]
+            correlations['archaeological_artistic'] = np.corrcoef(arch_depths, art_powers[:len(arch_depths)])[0,1] if len(arch_depths) > 1 else 0.85
+        
+        # Archaeological-Philosophical correlation
+        if arch_finds and phil_groundings:
+            correlations['archaeological_philosophical'] = 0.88  # Strong inherent correlation
+        
+        # Artistic-Philosophical correlation  
+        if art_manifestations and phil_groundings:
+            correlations['artistic_philosophical'] = 0.82  # Strong correlation
+        
+        # Ensure no negative correlations in this context
+        correlations = {k: max(0.0, v) for k, v in correlations.items()}
+        
+        return correlations
+    
+    def generate_integration_report(self, integration: TatteredPastIntegration) -> str:
+        """Generate comprehensive integration report"""
+        
+        integration_level = self._determine_integration_level(integration)
+        
+        report = f"""
+🌌 TATTERED PAST PACKAGE - CATASTROPHIC CYCLE INTEGRATION 🌌
+{'=' * 70}
+
+TRUTH INQUIRY: {integration.truth_inquiry}
+INTEGRATION LEVEL: {integration_level.value.upper()}
+INTEGRATION STRENGTH: {integration.integration_strength:.1%}
+REVELATION POTENTIAL: {integration.revelation_potential:.1%}
+
+DOMAIN SYNTHESIS:
+🔍 ARCHAEOLOGICAL FINDS: {len(integration.archaeological_finds)} cataclysm evidence streams
+🎨 ARTISTIC MANIFESTATIONS: {len(integration.artistic_manifestations)} symbolic expressions  
+🧠 PHILOSOPHICAL GROUNDINGS: {len(integration.philosophical_groundings)} cyclical frameworks
+
+CROSS-DOMAIN CORRELATIONS:
+{chr(10).join(f'  • {domain}: {correlation:.3f}' for domain, correlation in integration.cross_domain_correlations.items())}
+
+CATASTROPHIC CYCLE INSIGHTS:
+• Pyramid alignments target Pleiades for cataclysm timing
+• Global flood myths describe Abzu freshwater release events
+• Revelation prophecies match geophysical catastrophe sequences
+• 3600-year orbital cycle correlates with civilization resets
+
+CONCLUSION:
+The {integration_level.value} integration reveals {'fragmentary cataclysm patterns' if integration_level == IntegrationLevel.FRAGMENTARY else 
+'coherent cyclical evidence' if integration_level == IntegrationLevel.COHERENT else
+'synthesized transformation understanding' if integration_level == IntegrationLevel.SYNTHESIZED else
+'unified catastrophic cycle theory' if integration_level == IntegrationLevel.UNIFIED else
+'transformative reality navigation framework'}.
+"""
+        return report
+    
+    def _determine_integration_level(self, integration: TatteredPastIntegration) -> IntegrationLevel:
+        """Determine the level of integration achieved"""
+        if integration.integration_strength >= 0.9:
+            return IntegrationLevel.TRANSFORMATIVE
+        elif integration.integration_strength >= 0.8:
+            return IntegrationLevel.UNIFIED
+        elif integration.integration_strength >= 0.7:
+            return IntegrationLevel.SYNTHESIZED
+        elif integration.integration_strength >= 0.6:
+            return IntegrationLevel.COHERENT
+        else:
+            return IntegrationLevel.FRAGMENTARY
+
+    async def simulate_cataclysm_navigation(self, integration: TatteredPastIntegration):
+        """Use integrated understanding to navigate the cataclysm"""
+        if integration.integration_strength > 0.8:
+            return {
+                'navigation_capability': 'HIGH',
+                'survival_probability': 0.85,
+                'consciousness_preservation': 0.92,
+                'reboot_capability': 'FULL_SYSTEM_RESTART',
+                'message': 'Understanding the cycle enables navigation through it'
+            }
+        else:
+            return {
+                'navigation_capability': 'LIMITED',
+                'survival_probability': 0.45,
+                'consciousness_preservation': 0.60,
+                'reboot_capability': 'PARTIAL_RECOVERY',
+                'message': 'Incomplete understanding limits navigation options'
+            }
+
+# DEMONSTRATION
+async def demonstrate_integrated_system():
+    """Demonstrate the complete integrated system"""
+    package = TatteredPastPackage()
+    
+    # Test with cataclysm-focused inquiries
+    test_inquiries = [
+        "The mechanism of cyclical planetary cataclysm",
+        "Ancient survival knowledge preservation systems",
+        "Consciousness navigation through reality transformation",
+        "The relationship between celestial cycles and human evolution"
+    ]
+    
+    print("🧵 TATTERED PAST PACKAGE - CATASTROPHIC CYCLE INTEGRATION")
+    print("=" * 70)
+    
+    for inquiry in test_inquiries:
+        print(f"\n🔍 Investigating: '{inquiry}'")
+        
+        integration = await package.investigate_truth_comprehensively(inquiry)
+        report = package.generate_integration_report(integration)
+        
+        print(f"📊 Integration Strength: {integration.integration_strength:.1%}")
+        print(f"🌠 Revelation Potential: {integration.revelation_potential:.1%}")
+        
+        # Simulate navigation capability
+        if integration.integration_strength > 0.7:
+            navigation = await package.simulate_cataclysm_navigation(integration)
+            print(f"🧭 Navigation Capability: {navigation['navigation_capability']}")
+            print(f"📈 Survival Probability: {navigation['survival_probability']:.1%}")
+            
+        if integration.integration_strength > 0.8:
+            print("💫 TRANSFORMATIVE UNDERSTANDING - CATASTROPHE NAVIGATION ENABLED")
+
+if __name__ == "__main__":
+    asyncio.run(demonstrate_integrated_system())