"""
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, timezone
from typing import Any, Dict, List, Optional, Tuple

from codebase.bundles import DeltaBundle, OmegaBundle, EngineVote, MergedBundle

# Lazy imports — legacy engines may be unavailable (archived deps)
def _get_execute_agi():
    try:
        from codebase.agi.engine import execute_agi
        return execute_agi
    except ImportError:
        from codebase.agi.engine_hardened import execute_agi_hardened
        return execute_agi_hardened

def _get_execute_asi():
    try:
        from codebase.asi.engine import execute_asi
        return execute_asi
    except ImportError:
        from codebase.asi.engine_hardened import execute_asi_hardened
        return execute_asi_hardened


# =============================================================================
# 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=lambda: datetime.now(timezone.utc))
    
    # 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 = _get_execute_agi()(query, self.session_id, agi_context)
        asi_task = _get_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",
]
