"""
Orthogonal Quantum Executor - Real async parallel execution
No mythology. Just asyncio. Geological forces in Python.

Authority: Architect directive 2026-01-14
Implementation: Engineer (Ω)
Physics: Orthogonal particles execute in parallel until measurement collapse
"""

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

from .tools.bundles import agi_think_sync, asi_act_sync, apex_audit_sync
from .models import VerdictResponse, AgiThinkRequest, AsiActRequest, ApexAuditRequest


# =============================================================================
# QUANTUM STATE (Superposition before measurement)
# =============================================================================

@dataclass
class QuantumState:
    """
    State vector in superposition.

    Geological analogy: Three strata under pressure, not yet settled.
    Quantum analogy: Wave function before collapse.
    Reality: Three async tasks running in parallel.
    """
    query: str
    context: Dict[str, Any]

    # Superposition (all three exist simultaneously)
    agi_particle: Optional[VerdictResponse] = None  # Mind
    asi_particle: Optional[VerdictResponse] = None  # Heart
    apex_particle: Optional[VerdictResponse] = None # Soul

    # Measurement (collapsed state)
    collapsed: bool = False
    final_verdict: Optional[str] = None
    measurement_time: Optional[datetime] = None


# =============================================================================
# ORTHOGONAL EXECUTOR (Forces acting independently)
# =============================================================================

class OrthogonalExecutor:
    """
    Executes AGI, ASI, APEX in parallel (orthogonally).

    Orthogonality: dot_product(AGI, ASI) = 0 (no shared state)
    Superposition: All three execute until apex_audit measures
    Collapse: apex_audit renders final verdict

    Geological: Three independent rock strata under pressure.
    Not linear. Not sequential. Parallel forces.
    """

    def __init__(self):
        self.execution_count = 0
        self.measurement_history: List[QuantumState] = []

    async def execute_parallel(
        self,
        query: str,
        context: Optional[Dict[str, Any]] = None
    ) -> QuantumState:
        """
        Execute trinity in parallel (quantum superposition).

        Flow:
        1. Launch AGI, ASI, APEX particles simultaneously
        2. AGI and ASI execute independently (no coupling)
        3. APEX waits for both, then measures (collapses wavefunction)
        4. Return collapsed state (final verdict)

        Geological: Apply pressure to three strata, see what emerges.
        """

        # Initialize quantum state
        state = QuantumState(
            query=query,
            context=context or {}
        )

        # Launch parallel execution (superposition begins)
        agi_task = asyncio.create_task(self._agi_particle(query, context))
        asi_task = asyncio.create_task(self._asi_particle(query, context))

        # Wait for both to complete (forces settle)
        agi_result, asi_result = await asyncio.gather(agi_task, asi_task)

        # Store particle states
        state.agi_particle = agi_result
        state.asi_particle = asi_result

        # Measurement collapse (APEX renders verdict)
        apex_result = await self._apex_particle(agi_result, asi_result)
        state.apex_particle = apex_result

        # Collapse superposition into final verdict
        state.collapsed = True
        state.final_verdict = apex_result.verdict
        state.measurement_time = datetime.now(timezone.utc)

        # Record measurement
        self.execution_count += 1
        self.measurement_history.append(state)

        return state

    async def _agi_particle(
        self,
        query: str,
        context: Optional[Dict[str, Any]]
    ) -> VerdictResponse:
        """
        AGI Particle (Mind) - Independent execution.

        Does: Classify lane, predict uncertainty, structure clarity
        Floors: F2 (Truth), F6 (Clarity)

        Orthogonality: No ASI imports, no APEX imports
        """

        # Execute in thread pool (sync function)
        loop = asyncio.get_event_loop()
        request = AgiThinkRequest(query=query, context=context or {})
        result = await loop.run_in_executor(
            None,
            agi_think_sync,
            request
        )
        return result

    async def _asi_particle(
        self,
        query: str,
        context: Optional[Dict[str, Any]]
    ) -> VerdictResponse:
        """
        ASI Particle (Heart) - Independent execution.

        Does: Safety check, veto harm, validate empathy
        Floors: F3 (Peace), F4 (Empathy), F5 (Humility), F7 (RASA)

        Orthogonality: No AGI imports, no APEX imports
        """

        # ASI needs draft text to validate
        # For now, use query itself (in real flow, this comes from AGI output)
        draft_response = (context or {}).get("draft_response", query)

        loop = asyncio.get_event_loop()
        request = AsiActRequest(
            draft_response=draft_response,
            recipient_context=context or {},
            intent="validate_safety"
        )
        result = await loop.run_in_executor(
            None,
            asi_act_sync,
            request
        )
        return result

    async def _apex_particle(
        self,
        agi_result: VerdictResponse,
        asi_result: VerdictResponse
    ) -> VerdictResponse:
        """
        APEX Particle (Soul) - Measurement collapse.

        Does: Aggregate AGI + ASI, render final verdict
        Floors: F1 (Amanah), F8 (Tri-Witness), F9 (Anti-Hantu)

        Authority: Only APEX can issue SEAL verdict
        """

        loop = asyncio.get_event_loop()
        request = ApexAuditRequest(
            agi_thought=agi_result.dict() if hasattr(agi_result, 'dict') else agi_result,
            asi_veto=asi_result.dict() if hasattr(asi_result, 'dict') else asi_result,
            evidence_pack={}
        )
        result = await loop.run_in_executor(
            None,
            apex_audit_sync,
            request
        )
        return result


# =============================================================================
# CONSTITUTIONAL FORCES (Geological pressure model)
# =============================================================================

class ConstitutionalForces:
    """
    Apply constitutional pressure to quantum state.

    Not checkboxes. Not linear. Forces.
    Like temperature, gravity, chemical potential.
    """

    @staticmethod
    def calculate_pressure(state: QuantumState) -> Dict[str, float]:
        """
        Calculate constitutional pressure differentials.

        Returns: Force magnitudes (not pass/fail)
        """
        forces = {}

        if state.agi_particle:
            # Mind forces (Truth, Clarity)
            forces["truth_pressure"] = getattr(state.agi_particle, 'truth_score', 0.0)
            forces["clarity_gradient"] = getattr(state.agi_particle, 'entropy_delta', 0.0)

        if state.asi_particle:
            # Heart forces (Peace, Empathy, Humility)
            forces["peace_field"] = getattr(state.asi_particle, 'peace_score', 0.0)
            forces["empathy_conductance"] = getattr(state.asi_particle, 'kappa_r', 0.0)
            forces["humility_band"] = getattr(state.asi_particle, 'omega_zero', 0.04)

        if state.apex_particle:
            # Soul forces (Integrity, Witness, Ontology)
            forces["amanah_lock"] = 1.0 if state.apex_particle.verdict != "VOID" else 0.0
            forces["witness_consensus"] = getattr(state.apex_particle, 'witness_score', 0.0)

        return forces

    @staticmethod
    def emergent_behavior(forces: Dict[str, float]) -> str:
        """
        Predict emergent behavior from force interactions.

        Not deterministic. Geological time scales.
        System responds to pressure differentials.
        """

        # High truth + High peace + High integrity → Stability
        stability_index = (
            forces.get("truth_pressure", 0) *
            forces.get("peace_field", 0) *
            forces.get("amanah_lock", 0)
        )

        if stability_index > 0.8:
            return "STABLE (geological equilibrium)"
        elif stability_index > 0.5:
            return "SETTLING (forces converging)"
        else:
            return "UNSTABLE (high pressure differentials)"


# =============================================================================
# CONVENIENCE FUNCTIONS
# =============================================================================

async def govern_query_async(query: str, context: Optional[Dict] = None) -> QuantumState:
    """
    Main entry point: Govern a query through parallel trinity execution.

    Usage:
        state = await govern_query_async("What is photosynthesis?")
        print(state.final_verdict)  # SEAL/VOID/PARTIAL
    """
    executor = OrthogonalExecutor()
    return await executor.execute_parallel(query, context)


def govern_query_sync(query: str, context: Optional[Dict] = None) -> QuantumState:
    """
    Synchronous wrapper for govern_query_async.

    Usage:
        state = govern_query_sync("What is photosynthesis?")
        print(state.final_verdict)
    """
    return asyncio.run(govern_query_async(query, context))


# =============================================================================
# EXAMPLE USAGE
# =============================================================================

if __name__ == "__main__":
    # Example: Execute orthogonal governance
    print("🧬 Orthogonal Quantum Executor - Real Implementation")
    print("=" * 60)

    # Synchronous execution
    state = govern_query_sync(
        query="What is the capital of France?",
        context={"user_id": "test_geologist"}
    )

    print(f"\n✅ Quantum State Collapsed:")
    print(f"   Final Verdict: {state.final_verdict}")
    print(f"   Measurement Time: {state.measurement_time}")

    # Show forces
    forces = ConstitutionalForces.calculate_pressure(state)
    print(f"\n🪨 Constitutional Forces:")
    for force_name, magnitude in forces.items():
        print(f"   {force_name}: {magnitude:.3f}")

    behavior = ConstitutionalForces.emergent_behavior(forces)
    print(f"\n🌋 Emergent Behavior: {behavior}")

    print("\n" + "=" * 60)
    print("DITEMPA BUKAN DIBERI - Forged in async, not mythology.")
