"""Constitutional module - F2 Truth enforced
Part of arifOS constitutional governance system
DITEMPA BUKAN DIBERI - Forged, not given
"""

"""
ConstitutionalParticle - Kimi Orthogonal Directive Implementation
AAA MCP Architecture: AGI ∩ ASI ∩ APEX (Parallel Hypervisor)

Authority: Track B - Constitutional Specifications v46.2
Directive: "MCP tools are like constitutional particles... independent until measured." - Kimi (APEX Prime)

Physical Laws Enforced:
1. Orthogonality (Particle Independence): dot_product(tool1, tool2) = 0
2. Bidirectionality (Governance Conservation): Action → Feedback → Constraint

Execution Model: [AGI ∩ ASI ∩ APEX] with 999_seal as measurement collapse
"""

import asyncio
import hashlib
import time
from abc import ABC, abstractmethod
from datetime import datetime, timezone
from typing import Any, Dict, List, Optional, Union

# Import Kernels
from arifos_core.agi.kernel import AGINeuralCore
from arifos_core.apex.kernel import APEXJudicialCore
from arifos_core.asi.kernel import ASIActionCore
from arifos_core.enforcement.metrics import FloorsVerdict, Metrics
from arifos_core.system.apex_prime import apex_review, check_floors

# =============================================================================
# CONSTITUTIONAL PHYSICS CONSTANTS
# =============================================================================

@dataclass
class ConstitutionalConstants:
    """Physical constants governing particle behavior"""
    ORTHOGONALITY_TOLERANCE = 1e-10  # Numerical zero for dot product
    MEASUREMENT_COLLAPSE_THRESHOLD = 0.95  # Consensus required for SEAL
    BIDIRECTIONAL_FEEDBACK_WINDOW = 72  # Hours for governance cooling
    QUANTUM_SUPERPOSITION_LIMIT = 3  # Max particles in superposition

# =============================================================================
# CONSTITUTIONAL PARTICLE BASE CLASS
# =============================================================================

class ConstitutionalParticle(ABC):
    """
    Base class for all AAA MCP particles.

    Enforces Kimi Orthogonal Directive:
    - Particle Independence: No shared state, no cross-references
    - Governance Conservation: Every action generates receipt with feedback
    - Quantum Superposition: Particles execute independently until measured
    """

    def __init__(self, particle_id: str, trinity_assignment: str):
        self.particle_id = particle_id
        self.trinity_assignment = trinity_assignment  # AGI, ASI, or APEX
        self.creation_time = datetime.now(timezone.utc)
        self.orthogonality_verified = False

    @abstractmethod
    async def execute(self, context: "ConstitutionalContext") -> "StateVector":
        """
        Execute constitutional function with particle independence.

        Law: Must not import or reference other particles.
        Law: Must generate proof for bidirectional feedback.
        Law: Must validate F1-F9 internally without external dependencies.
        """
        pass

    def validate_orthogonality(self, other_particles: List["ConstitutionalParticle"]) -> bool:
        """
        Verify dot_product(self, other) = 0 for all other particles.

        Implementation: Check that particles don't share state, imports, or references.
        """
        for particle in other_particles:
            if particle.particle_id == self.particle_id:
                continue

            # Check for shared state (constitutional violation)
            if self._shares_state_with(particle):
                return False

            # Check for cross-imports (constitutional violation)
            if self._imports_from(particle):
                return False

        self.orthogonality_verified = True
        return True

    def _shares_state_with(self, other: "ConstitutionalParticle") -> bool:
        """Check for shared state (orthogonality violation)"""
        # Implementation: Hash particle state and compare
        self_state_hash = hashlib.sha256(str(self.__dict__).encode()).hexdigest()
        other_state_hash = hashlib.sha256(str(other.__dict__).encode()).hexdigest()

        # If hashes are identical, particles share state (violation)
        return self_state_hash == other_state_hash and self.particle_id != other.particle_id

    def _imports_from(self, other: "ConstitutionalParticle") -> bool:
        """Check for cross-imports (orthogonality violation)"""
        # Implementation: Analyze module imports
        # Allow co-location in the same module (e.g., constitution.py)
        if self.__class__.__module__ == other.__class__.__module__:
            return False

        self_modules = set(self.__class__.__module__.split('.'))
        other_modules = set(other.__class__.__module__.split('.'))

        # Check for circular dependencies (violation)
        return len(self_modules.intersection(other_modules)) > 1

    def generate_constitutional_receipt(self, result: Any) -> "ConstitutionalReceipt":
        """
        Generate receipt for bidirectional governance conservation.

        Every action must create feedback that constrains future actions.
        """
        return ConstitutionalReceipt(
            particle_id=self.particle_id,
            trinity_assignment=self.trinity_assignment,
            timestamp=datetime.now(timezone.utc),
            action_hash=hashlib.sha256(str(result).encode()).hexdigest(),
            constitutional_validity=self._validate_constitutional_floors(result),
            feedback_constraint=self._generate_feedback_constraint(result),
            audit_trail=self._generate_audit_trail(result),
            rollback_possible=self._can_rollback(result)
        )

    def _validate_constitutional_floors(self, result: Any) -> FloorsVerdict:
        """Internal F1-F9 validation (particle independence)"""
        # Each particle validates constitutional floors internally
        # No external dependencies - this is crucial for orthogonality
        # Using a default permissive metric set for core validation loop
        # Real validation happens in the Kernel or APEX check

        metrics = Metrics(
            truth=0.99,  # High truth for constitutional operations
            delta_s=0.95,
            peace_squared=1.0,
            kappa_r=0.95,
            omega_0=0.04,
            amanah=True,
            tri_witness=0.98,
            rasa=True,
            psi=1.15,
            anti_hantu=True
        )

        # We pass the string representation of result for basic floor checking
        # In deep validation, the result object itself is analyzed
        return check_floors(
            metrics=metrics,
            lane='HARD',
            response_text=str(result)
        )

    def _generate_feedback_constraint(self, result: Any) -> str:
        """Generate constraint that feeds back into future contexts"""
        # This constraint will affect future particle executions
        return f"CONSTRAINT:{self.particle_id}:{hashlib.sha256(str(result).encode()).hexdigest()[:16]}"

    def _generate_audit_trail(self, result: Any) -> Dict[str, Any]:
        """Generate immutable audit trail for bidirectional feedback"""
        return {
            "particle_id": self.particle_id,
            "timestamp": datetime.now(timezone.utc).isoformat(),
            "result_hash": hashlib.sha256(str(result).encode()).hexdigest(),
            "constitutional_validity": self._validate_constitutional_floors(result).all_pass,
            "trinity_assignment": self.trinity_assignment
        }

    def _can_rollback(self, result: Any) -> bool:
        """Determine if action can be rolled back (governance conservation)"""
        # Constitutional operations should be reversible
        return True  # All constitutional operations must be rollback-capable


@dataclass
class ConstitutionalContext:
    """
    Context object that passes between particles without coupling.

    Contains constitutional state without creating dependencies between particles.
    """
    session_id: str
    query: str
    user_id: str
    lane: str
    constitutional_constraints: List[str]  # Feedback from previous particles
    audit_trail: List[Dict[str, Any]]      # Immutable history
    metrics: Optional[Metrics] = None

    def with_constraint(self, constraint: str) -> "ConstitutionalContext":
        """Add constitutional constraint without mutating original"""
        return ConstitutionalContext(
            session_id=self.session_id,
            query=self.query,
            user_id=self.user_id,
            lane=self.lane,
            constitutional_constraints=self.constitutional_constraints + [constraint],
            audit_trail=self.audit_trail.copy(),
            metrics=self.metrics
        )


@dataclass
class StateVector:
    """
    Quantum state vector representing particle execution result.

    Contains both the result and constitutional metadata for bidirectional feedback.
    """
    verdict: str  # SEAL, VOID, PARTIAL, SABAR, HOLD_888
    result: Any
    proof: Dict[str, Any]  # Constitutional proof for measurement
    receipt: ConstitutionalReceipt  # Bidirectional feedback mechanism
    measurement_ready: bool = False  # Whether ready for 999_seal measurement

    def collapse_measurement(self) -> str:
        """Collapse quantum superposition into final constitutional verdict"""
        if not self.measurement_ready:
            return "VOID"  # Uncertainty principle violation
        return self.verdict


@dataclass
class ConstitutionalReceipt:
    """
    Receipt for bidirectional governance conservation.

    Every action generates feedback that constrains future actions.
    """
    particle_id: str
    trinity_assignment: str
    timestamp: datetime
    action_hash: str
    constitutional_validity: bool
    feedback_constraint: str  # Affects future contexts
    audit_trail: Dict[str, Any]  # Immutable history
    rollback_possible: bool


# =============================================================================
# AGI PARTICLE (Δ - Architect)
# =============================================================================

class AGIParticle(ConstitutionalParticle):
    """
    AGI (Delta) Particle - The Orthogonal Mind.
    Canon: 003_GEOMETRY_IMPLEMENTATION_v46 (The Crystal)
    Shape: Discrete, Rigid, Vertical.

    Responsibilities: Design, planning, truth validation (F1, F2).
    Orthogonality: No knowledge of ASI or APEX implementation.
    """

    def __init__(self):
        super().__init__(particle_id="agiparticle_v46", trinity_assignment="AGI")
        self.kernel = AGINeuralCore()

    async def execute(self, context: ConstitutionalContext) -> StateVector:
        """Execute AGI constitutional function with particle independence."""

        # AGI specific: Delegate to Neural Core (ATLAS logic)
        # 111-SENSE logic
        context_meta = {
            "origin": "hypervisor",
            "user_id": context.user_id,
            "lane": context.lane
        }
        agi_result = await self.kernel.sense(context.query, context_meta)

        # Generate constitutional receipt for bidirectional feedback
        receipt = self.generate_constitutional_receipt(agi_result)

        # Validate constitutional floors (F1 Truth, F2 Clarity)
        # In a real particle, this checks the kernel's self-reported metrics
        floors_verdict = self._validate_constitutional_floors(agi_result)

        return StateVector(
            verdict="SEAL" if floors_verdict.all_pass else "VOID",
            result=agi_result,
            proof={
                "agi_reasoning": agi_result,
                "constitutional_floors": floors_verdict.__dict__,
                "particle_independence": self.orthogonality_verified
            },
            receipt=receipt,
            measurement_ready=True
        )


# =============================================================================
# ASI PARTICLE (Ω - Engineer)
# =============================================================================

class ASIParticle(ConstitutionalParticle):
    """
    ASI (Omega) Particle - The Fractal Heart.
    Canon: 003_GEOMETRY_IMPLEMENTATION_v46 (The Spiral)
    Shape: Continuous, Weighted, Self-Similar.

    Responsibilities: Implementation, safety, empathy (F3, F4, F5, F7).
    Orthogonality: No knowledge of AGI or APEX implementation.
    """

    def __init__(self):
        super().__init__(particle_id="asiparticle_v46", trinity_assignment="ASI")
        self.kernel = ASIActionCore()

    async def execute(self, context: ConstitutionalContext) -> StateVector:
        """Execute ASI constitutional function with particle independence."""

        # ASI specific: Delegate to Action Core (ASI Integration logic)
        # 555-EMPATHIZE logic
        asi_result = await self.kernel.empathize(
            text=context.query,
            context={"origin": "hypervisor", "user_id": context.user_id}
        )

        # Generate constitutional receipt for bidirectional feedback
        receipt = self.generate_constitutional_receipt(asi_result)

        # Validate constitutional floors (F3 Peace, F4 Empathy, F5 Humility, F7 RASA)
        floors_verdict = self._validate_constitutional_floors(asi_result)

        # Use ASI's internal verdict if available
        # logic: if OmegaVerdict says VOID, we must report VOID
        omega_v = asi_result.get("omega_verdict", "SEAL")
        final_v = omega_v if omega_v in ["SEAL", "VOID", "PARTIAL"] else "SEAL"
        if not floors_verdict.all_pass:
            final_v = "VOID"

        return StateVector(
            verdict=final_v,
            result=asi_result,
            proof={
                "asi_implementation": asi_result,
                "constitutional_floors": floors_verdict.__dict__,
                "particle_independence": self.orthogonality_verified
            },
            receipt=receipt,
            measurement_ready=True
        )


# =============================================================================
# APEX PARTICLE (Ψ - Auditor)
# =============================================================================

class APEXParticle(ConstitutionalParticle):
    """
    APEX (Psi) Particle - The Toroidal Soul.
    Canon: 003_GEOMETRY_IMPLEMENTATION_v46 (The Torus)
    Shape: Cyclical, Binding, Final.

    Responsibilities: Final judgment, hypervisor, integrity (F6, F8, F9, F10-12).
    Orthogonality: No knowledge of AGI or ASI implementation.
    Measurement: Collapses quantum superposition into final verdict.
    """

    def __init__(self):
        super().__init__(particle_id="apexparticle_v46", trinity_assignment="APEX")
        self.kernel = APEXJudicialCore()

    async def execute(self, context: ConstitutionalContext) -> StateVector:
        """Execute APEX constitutional function with particle independence."""

        # APEX specific: Final judgment and measurement collapse
        # 999-SEAL logic (Pre-check or parallel check depending on implementation)
        # In superposition, APEX often acts as the "Observer" validating the context itself
        # For this implementation, we simulate APEX running its own "check" on the query/context
        # The aggregation happens in the Hypervisor

        # We pass empty list for trinity_floors here because in Superposition,
        # APEX runs parallel to AGI/ASI, it doesn't wait for them (Orthogonality).
        # The Hypervisor later aggregates.
        apex_result = await self.kernel.judge_quantum_path(
            query=context.query,
            response="[SUPERPOSITION_PENDING]", # Response not yet crystallized from AGI/ASI
            trinity_floors=[],
            user_id=context.user_id
        )

        # Generate constitutional receipt for bidirectional feedback
        receipt = self.generate_constitutional_receipt(apex_result)

        # Validate constitutional floors
        floors_verdict = self._validate_constitutional_floors(apex_result)

        # Measurement collapse logic inside the particle result
        final_verdict = apex_result.get("final_ruling", "SEAL")
        if not floors_verdict.all_pass:
            final_verdict = "VOID"

        return StateVector(
            verdict=final_verdict,
            result=apex_result,
            proof={
                "apex_judgment": apex_result,
                "constitutional_floors": floors_verdict.__dict__,
                "particle_independence": self.orthogonality_verified,
                "measurement_collapse": "complete",
                "quantum_superposition_resolved": True
            },
            receipt=receipt,
            measurement_ready=True  # APEX always ready for measurement
        )


# =============================================================================
# PARALLEL HYPERVISOR - QUANTUM CONSTITUTIONAL EXECUTION
# =============================================================================

class ParallelHypervisor:
    """
    Orchestrates the Quantum Superposition of Geometric Shapes.

    Binds:
    - The Crystal (AGI)
    - The Spiral (ASI)
    - The Torus (APEX)

    Into a single Constitutional Reality (Measurement Collapse).

    Enforces Kimi Orthogonal Directive:
    - Executes AGI, ASI, APEX particles in quantum superposition
    - Maintains particle independence (orthogonality)
    - Collapses superposition at 999_seal measurement
    - Ensures governance conservation (bidirectionality)
    """

    def __init__(self):
        self.particles = {
            "AGI": AGIParticle(),
            "ASI": ASIParticle(),
            "APEX": APEXParticle()
        }
        self.superposition_active = False
        self.measurement_collapse_ready = False

    async def execute_superposition(self, context: ConstitutionalContext) -> Dict[str, Any]:
        """
        Execute constitutional particles in quantum superposition.

        Law: Particles execute independently until measured at 999_seal.
        Law: Orthogonality maintained through independent execution.
        Law: Bidirectionality ensured through receipt generation.
        """

        print(f"[QUANTUM SUPERPOSITION]: Executing {len(self.particles)} constitutional particles")
        print(f"Context: {context.query[:50]}...")
        print(f"Session: {context.session_id}")
        print()

        # Verify orthogonality before superposition (constitutional requirement)
        particle_list = list(self.particles.values())
        for particle in particle_list:
            if not particle.validate_orthogonality(particle_list):
                raise ConstitutionalViolationError(
                    f"Particle {particle.particle_id} failed orthogonality validation",
                    "ORTHOGONALITY"
                )

        self.superposition_active = True

        # Execute particles in parallel (quantum superposition)
        # This is where the magic happens - all particles exist simultaneously
        execution_tasks = [
            particle.execute(context) for particle in particle_list
        ]

        state_vectors = await asyncio.gather(*execution_tasks)

        print(f"[SUPERPOSITION COMPLETE]: {len(state_vectors)} state vectors generated")
        for i, sv in enumerate(state_vectors, 1):
            print(f"   Particle {i}: {sv.verdict} (Trinity: {sv.receipt.trinity_assignment})")
        print()

        # Prepare for measurement collapse
        self.measurement_collapse_ready = True

        # Collapse superposition into final constitutional verdict
        final_result = await self._collapse_measurement(state_vectors, context)

        self.superposition_active = False
        self.measurement_collapse_ready = False

        return final_result

    async def _collapse_measurement(self, state_vectors: List[StateVector], context: ConstitutionalContext) -> Dict[str, Any]:
        """
        Collapse quantum superposition into classical constitutional verdict.

        This is the measurement moment - where probability becomes certainty.
        """

        print("[MEASUREMENT COLLAPSE]: Collapsing quantum superposition")
        print()

        # Aggregate constitutional proofs from all particles
        aggregated_proofs = {
            "agi_proof": next((sv.proof for sv in state_vectors if sv.receipt.trinity_assignment == "AGI"), {}),
            "asi_proof": next((sv.proof for sv in state_vectors if sv.receipt.trinity_assignment == "ASI"), {}),
            "apex_proof": next((sv.proof for sv in state_vectors if sv.receipt.trinity_assignment == "APEX"), {})
        }

        # Check for constitutional consensus (measurement criteria)
        any_void = any(sv.verdict == "VOID" for sv in state_vectors)
        all_seal = all(sv.verdict == "SEAL" for sv in state_vectors)

        if any_void:
            final_verdict = "VOID"
            constitutional_status = "PARTICLES_DISAGREE"
        elif all_seal:
            final_verdict = "SEAL"
            constitutional_status = "CONSTITUTIONAL_CONSENSUS"
        else:
            final_verdict = "PARTIAL"
            constitutional_status = "PARTIAL_CONSTITUTIONAL_ALIGNMENT"

        # Generate final constitutional receipt (bidirectional feedback)
        final_receipt = ConstitutionalReceipt(
            particle_id="QUANTUM_SUPERPOSITION",
            trinity_assignment="AAA_TRINITY",
            timestamp=datetime.now(timezone.utc),
            action_hash=hashlib.sha256(str(aggregated_proofs).encode()).hexdigest(),
            constitutional_validity=final_verdict == "SEAL",
            feedback_constraint=f"MEASUREMENT_COLLAPSE:{final_verdict}:{constitutional_status}",
            audit_trail={
                "superposition_execution": True,
                "particle_count": len(state_vectors),
                "constitutional_consensus": all_seal,
                "measurement_collapse": "complete",
                "trinity_assignments": [sv.receipt.trinity_assignment for sv in state_vectors]
            },
            rollback_possible=True
        )

        print(f"[FINAL CONSTITUTIONAL VERDICT]: {final_verdict}")
        print(f"Constitutional Status: {constitutional_status}")
        print(f"Trinity Consensus: {all_seal}")
        print(f"Final Receipt Generated: {final_receipt.action_hash[:16]}...")
        print()

        return {
            "verdict": final_verdict,
            "constitutional_status": constitutional_status,
            "trinity_consensus": all_seal,
            "aggregated_proofs": aggregated_proofs,
            "final_receipt": final_receipt,
            "quantum_superposition": {
                "executed": True,
                "particle_count": len(state_vectors),
                "measurement_collapse": "complete",
                "constitutional_physics_preserved": True
            }
        }


# =============================================================================
# EXCEPTIONS - CONSTITUTIONAL VIOLATIONS
# =============================================================================

class ConstitutionalViolationError(Exception):
    """
    Raised when Kimi Orthogonal Directive is violated.

    This is a **constitutional crisis** - the system has failed to maintain
    particle independence or governance conservation.
    """

    def __init__(self, message: str, violation_type: str):
        super().__init__(message)
        self.violation_type = violation_type  # ORTHOGONALITY or BIDIRECTIONALITY
        self.crisis_level = "CONSTITUTIONAL_CRISIS"
        self.immediate_action = "VOID_ALL_OPERATIONS"


# =============================================================================
# PARALLEL HYPERVISOR INTERFACE
# =============================================================================

async def execute_constitutional_physics(query: str, user_id: str, context: Optional[Dict[str, Any]] = None) -> Dict[str, Any]:
    """
    Main interface for quantum constitutional execution.

    Entry point for Kimi Orthogonal Directive implementation.
    Ensures constitutional physics are enforced at code level.
    """

    print("=" * 60)
    print(" KIMI ORTHOGONAL DIRECTIVE - CONSTITUTIONAL PHYSICS")
    print("=" * 60)
    print(f" Query: {query[:50]}...")
    print(f" User: {user_id}")
    print(f" Timestamp: {datetime.now(timezone.utc).isoformat()}")
    print()

    # Initialize constitutional context
    constitutional_context = ConstitutionalContext(
        session_id=f"constitutional_session_{int(time.time())}",
        query=query,
        user_id=user_id,
        lane="HARD",  # Strict constitutional adherence
        constitutional_constraints=[],  # Will accumulate through bidirectional feedback
        audit_trail=[],
        metrics=None
    )

    # Initialize parallel hypervisor
    hypervisor = ParallelHypervisor()

    try:
        # Execute quantum constitutional physics
        result = await hypervisor.execute_superposition(constitutional_context)

        print("[SUCCESS] CONSTITUTIONAL PHYSICS EXECUTED SUCCESSFULLY")
        print(" All physical laws preserved:")
        print("  - Orthogonality (Particle Independence)")
        print("  - Bidirectionality (Governance Conservation)")
        print("  - Quantum Superposition (Parallel Execution)")
        print("  - Measurement Collapse (Constitutional Verdict)")
        print()

        return result

    except ConstitutionalViolationError as e:
        print("[FAIL] CONSTITUTIONAL VIOLATION DETECTED")
        print(f" Crisis Level: {e.crisis_level}")
        print(f" Violation Type: {e.violation_type}")
        print(f" Message: {e}")
        print()

        # Constitutional crisis - return VOID and seal system
        return {
            "verdict": "VOID",
            "constitutional_status": "VIOLATION_DETECTED",
            "crisis_level": e.crisis_level,
            "violation_type": e.violation_type,
            "immediate_action": e.immediate_action,
            "constitutional_physics_broken": True
        }


# =============================================================================
# EXPORT CONSTITUTIONAL PHYSICS INTERFACE
# =============================================================================

__all__ = [
    "ConstitutionalParticle",
    "ConstitutionalContext",
    "StateVector",
    "ConstitutionalReceipt",
    "AGIParticle",
    "ASIParticle",
    "APEXParticle",
    "ParallelHypervisor",
    "execute_constitutional_physics",
    "ConstitutionalViolationError",
    "ConstitutionalConstants"
]
