"""
TRINITY_SYNC (333 FORGE) - AGI + ASI Convergence Space

The Synthesis of Mind (Δ) and Heart (Ω) at Stage 333

Architecture:
    AGI: 111 SENSE → 222 THINK → 333 FORGE ← 666 ALIGN ← 555 EMPATHY :ASI
                              ↑
                         CONVERGENCE
                              ↓
                         APEX JUDGE (Ψ)

3 Cores of AGI + 3 Cores of ASI = 6 Paradoxes Resolved at 333

DITEMPA BUKAN DIBERI - Forged, Not Given
"""

from __future__ import annotations

import asyncio
from dataclasses import dataclass, field
from datetime import datetime
from typing import Any, Dict, List, Optional, Tuple

from codebase.bundles import DeltaBundle, OmegaBundle, EngineVote, MergedBundle
from codebase.agi.engine import execute_agi
from codebase.asi.engine import execute_asi


# =============================================================================
# THE 6 PARADOXES (AGI 3 + ASI 3)
# =============================================================================

@dataclass
class Paradox:
    """
    A paradox is a tension between AGI (Mind) and ASI (Heart).
    Resolution happens at 333 FORGE through synthesis.
    """
    name: str
    agi_pole: str  # Mind side
    asi_pole: str  # Heart side
    synthesis: str  # 333 resolution
    
    def resolve(self, agi_value: float, asi_value: float) -> float:
        """
        Resolve paradox through synthesis (not compromise).
        
        Formula: Synthesis = √(AGI × ASI) - geometric mean
        Not arithmetic mean - that would be compromise.
        Geometric mean preserves the multiplicative nature of truth.
        """
        import math
        return math.sqrt(agi_value * asi_value)


# The 6 Core Paradoxes
PARADOXES = {
    # AGI Core 1 + ASI Core 1
    "truth_care": Paradox(
        name="Truth ↔ Care",
        agi_pole="Objective Truth (F2)",
        asi_pole="Empathic Care (F6)",
        synthesis="Compassionate Truth"
    ),
    
    # AGI Core 2 + ASI Core 2  
    "clarity_peace": Paradox(
        name="Clarity ↔ Peace",
        agi_pole="Entropy Reduction (F4)",
        asi_pole="Peace Squared (F5)",
        synthesis="Clear Peace"
    ),
    
    # AGI Core 3 + ASI Core 3
    "humility_justice": Paradox(
        name="Humility ↔ Justice",
        agi_pole="Uncertainty Band (F7)",
        asi_pole="Stakeholder Protection (F7)",
        synthesis="Humble Justice"
    ),
    
    # Cross-paradoxes
    "reason_emotion": Paradox(
        name="Reason ↔ Emotion",
        agi_pole="Logical Inference",
        asi_pole="Empathic Resonance",
        synthesis="Wise Intuition"
    ),
    
    "speed_caution": Paradox(
        name="Speed ↔ Caution",
        agi_pole="Fast Reasoning",
        asi_pole="Careful Deliberation",
        synthesis="Timely Action"
    ),
    
    "certainty_openness": Paradox(
        name="Certainty ↔ Openness",
        agi_pole="High Confidence",
        asi_pole="Receptivity",
        synthesis="Confident Humility"
    )
}


# =============================================================================
# 333 FORGE - CONVERGENCE SPACE
# =============================================================================

@dataclass
class ConvergenceResult:
    """Result of AGI + ASI convergence at 333."""
    session_id: str
    timestamp: datetime = field(default_factory=datetime.utcnow)
    
    # Input bundles
    delta_bundle: Optional[DeltaBundle] = None
    omega_bundle: Optional[OmegaBundle] = None
    
    # Paradox resolutions
    paradox_scores: Dict[str, float] = field(default_factory=dict)
    
    # Synthesis — uses canonical MergedBundle
    merged_bundle: Optional[MergedBundle] = None
    final_verdict: str = "VOID"
    
    def to_dict(self) -> Dict[str, Any]:
        return {
            "session_id": self.session_id,
            "timestamp": self.timestamp.isoformat(),
            "paradox_resolutions": self.paradox_scores,
            "final_verdict": self.final_verdict,
            "synthesis_complete": self.merged_bundle is not None
        }


class TrinitySync:
    """
    333 FORGE - The Convergence of Mind and Heart
    
    This is where AGI (111→222) and ASI (555→666) meet.
    
    Flow:
        AGI Room ──► DeltaBundle ──┐
                                   ├──► 333 FORGE ──► TrinityBundle
        ASI Room ──► OmegaBundle ──┘
    
    The synthesis is not a merge but a DIALOGUE:
    - AGI challenges ASI: "Is your care grounded in truth?"
    - ASI challenges AGI: "Is your truth compassionate?"
    """
    
    def __init__(self, session_id: str):
        self.session_id = session_id
        self.version = "v53.3.1-SYNC"
    
    async def converge(
        self,
        query: str,
        agi_context: Optional[Dict[str, Any]] = None,
        asi_context: Optional[Dict[str, Any]] = None
    ) -> ConvergenceResult:
        """
        Execute AGI and ASI in PARALLEL, then converge at 333.
        
        This is the core of the Trinity architecture:
        - AGI runs 111→222 (Mind reasoning)
        - ASI runs 555→666 (Heart empathy)
        - Both meet at 333 FORGE (Synthesis)
        """
        result = ConvergenceResult(session_id=self.session_id)
        
        # ===== PARALLEL EXECUTION (Thermodynamic Isolation) =====
        # AGI and ASI run simultaneously but CANNOT see each other
        # This preserves the integrity of both perspectives
        
        agi_task = execute_agi(query, self.session_id, agi_context)
        asi_task = execute_asi(query, self.session_id, asi_context)
        
        # Wait for both to complete
        delta_bundle, omega_bundle = await asyncio.gather(
            agi_task, 
            asi_task,
            return_exceptions=True
        )
        
        # Check for failures
        if isinstance(delta_bundle, Exception):
            return self._build_failure_result("AGI failed: " + str(delta_bundle))
        
        if isinstance(omega_bundle, Exception):
            return self._build_failure_result("ASI failed: " + str(omega_bundle))
        
        result.delta_bundle = delta_bundle
        result.omega_bundle = omega_bundle
        
        # ===== 333 FORGE: PARADOX RESOLUTION =====
        paradox_scores = self._resolve_paradoxes(delta_bundle, omega_bundle)
        result.paradox_scores = paradox_scores
        
        # ===== SYNTHESIS =====
        # All 6 paradoxes must resolve above threshold
        min_paradox_score = min(paradox_scores.values())
        
        if min_paradox_score >= 0.85:
            final_verdict = "SEAL"
        elif min_paradox_score >= 0.70:
            final_verdict = "PARTIAL"
        else:
            final_verdict = "VOID"
        
        result.final_verdict = final_verdict
        
        # Build MergedBundle (synthesis)
        if final_verdict == "SEAL":
            result.merged_bundle = self._build_merged_bundle(
                delta_bundle, omega_bundle, paradox_scores
            )
        
        return result
    
    def _resolve_paradoxes(
        self, 
        delta: DeltaBundle, 
        omega: OmegaBundle
    ) -> Dict[str, float]:
        """
        Resolve the 6 paradoxes through synthesis.
        
        This is the core philosophical work of 333 FORGE.
        Uses canonical DeltaBundle and OmegaBundle field names.
        """
        scores = {}
        
        # Paradox 1: Truth ↔ Care
        agi_truth = delta.floor_scores.F2_truth if hasattr(delta.floor_scores, 'F2_truth') else 0.9
        asi_care = omega.empathy_kappa_r if hasattr(omega, 'empathy_kappa_r') else 0.9
        scores["truth_care"] = PARADOXES["truth_care"].resolve(agi_truth, asi_care)
        
        # Paradox 2: Clarity ↔ Peace
        agi_clarity = 1.0 - abs(delta.entropy_delta) if hasattr(delta, 'entropy_delta') else 0.9
        asi_peace = omega.floor_scores.F5_peace if hasattr(omega.floor_scores, 'F5_peace') else 1.0
        scores["clarity_peace"] = PARADOXES["clarity_peace"].resolve(agi_clarity, asi_peace)
        
        # Paradox 3: Humility ↔ Justice
        agi_humility = 1.0 - abs(delta.omega_0 - 0.04) * 10 if hasattr(delta, 'omega_0') else 0.9
        asi_justice = 1.0 if omega.weakest_stakeholder else 0.5
        scores["humility_justice"] = PARADOXES["humility_justice"].resolve(agi_humility, asi_justice)
        
        # Paradox 4: Reason ↔ Emotion
        agi_reason = delta.confidence_high if hasattr(delta, 'confidence_high') else 0.9
        asi_emotion = omega.empathy_kappa_r if hasattr(omega, 'empathy_kappa_r') else 0.9
        scores["reason_emotion"] = PARADOXES["reason_emotion"].resolve(agi_reason, asi_emotion)
        
        # Paradox 5: Speed ↔ Caution
        agi_speed = 0.9  # AGI is fast
        asi_caution = 1.0 if omega.is_reversible else 0.5
        scores["speed_caution"] = PARADOXES["speed_caution"].resolve(agi_speed, asi_caution)
        
        # Paradox 6: Certainty ↔ Openness
        agi_certainty = delta.confidence_high if hasattr(delta, 'confidence_high') else 0.9
        asi_openness = omega.empathy_kappa_r if hasattr(omega, 'empathy_kappa_r') else 0.9
        scores["certainty_openness"] = PARADOXES["certainty_openness"].resolve(agi_certainty, asi_openness)
        
        return scores
    
    def _build_merged_bundle(
        self,
        delta: DeltaBundle,
        omega: OmegaBundle,
        paradox_scores: Dict[str, float]
    ) -> MergedBundle:
        """Build the canonical MergedBundle from synthesis."""
        
        merged = MergedBundle(
            session_id=self.session_id,
            delta_bundle=delta,
            omega_bundle=omega,
        )
        
        # Apply trinity dissent law (computes consensus + pre_verdict)
        merged.apply_trinity_dissent_law()
        merged.seal()
        
        return merged
    
    def _build_failure_result(self, error: str) -> ConvergenceResult:
        return ConvergenceResult(
            session_id=self.session_id,
            final_verdict="VOID",
            paradox_scores={}
        )


# =============================================================================
# CONVENIENCE FUNCTION
# =============================================================================

async def trinity_sync(
    query: str,
    session_id: Optional[str] = None,
    agi_context: Optional[Dict[str, Any]] = None,
    asi_context: Optional[Dict[str, Any]] = None
) -> ConvergenceResult:
    """
    Synchronize AGI (Mind) and ASI (Heart) at 333 FORGE.
    
    This is the primary entry point for Trinity convergence.
    """
    sync = TrinitySync(session_id or f"trinity_{id(query):x}")
    return await sync.converge(query, agi_context, asi_context)


__all__ = [
    "TrinitySync",
    "ConvergenceResult",
    "Paradox",
    "PARADOXES",
    "trinity_sync",
]
