"""Handoff management — unified park/escalate with dual-write backward compat.

Creates handoff snapshots, AI assessments (for escalations), claim workflow,
and queue queries. Dual-writes to ai_sessions.escalation_package for
backward compatibility with the existing escalation queue.
"""
import logging
from datetime import datetime, timezone
from typing import Any
from uuid import UUID

from sqlalchemy import select
from sqlalchemy.ext.asyncio import AsyncSession

from app.models.ai_session import AISession
from app.models.session_branch import SessionBranch
from app.models.session_handoff import SessionHandoff

logger = logging.getLogger(__name__)


class HandoffManager:
    """Unified park/escalate handoff management."""

    def __init__(self, db: AsyncSession):
        self.db = db

    async def create_handoff(
        self,
        session_id: UUID,
        intent: str,
        engineer_notes: str | None,
        user_id: UUID,
        priority: str = "normal",
    ) -> SessionHandoff:
        """Create a handoff (park or escalate).

        Generates snapshot, updates session status, dual-writes to
        escalation_package for backward compat.
        """
        result = await self.db.execute(
            select(AISession).where(AISession.id == session_id)
        )
        session = result.scalar_one_or_none()
        if not session:
            raise ValueError(f"Session {session_id} not found")

        # Generate snapshot
        snapshot = await self._generate_snapshot(session)

        # Generate AI assessment for escalations
        ai_assessment = None
        ai_assessment_data = None
        if intent == "escalate":
            ai_assessment, ai_assessment_data = await self._generate_ai_assessment(session)

        handoff = SessionHandoff(
            session_id=session_id,
            account_id=session.account_id,
            handed_off_by=user_id,
            intent=intent,
            source_branch_id=session.active_branch_id,
            snapshot=snapshot,
            ai_assessment=ai_assessment,
            ai_assessment_data=ai_assessment_data,
            engineer_notes=engineer_notes,
            priority=priority,
        )
        self.db.add(handoff)

        # Update session status
        if intent == "park":
            session.status = "paused"
        elif intent == "escalate":
            session.status = "escalated"

        session.handoff_count = (session.handoff_count or 0) + 1

        # Dual-write for backward compat
        session.escalation_package = {
            "snapshot": snapshot,
            "intent": intent,
            "engineer_notes": engineer_notes,
            "handoff_id": str(handoff.id),
        }

        await self.db.flush()
        return handoff

    async def _generate_snapshot(self, session: AISession) -> dict[str, Any]:
        """Generate a snapshot of the session state at handoff time."""
        snapshot: dict[str, Any] = {
            "problem_summary": session.problem_summary,
            "problem_domain": session.problem_domain,
            "status": session.status,
            "step_count": session.step_count,
            "confidence_tier": session.confidence_tier,
        }

        # Add branch map if branching is active
        if session.is_branching:
            branches_result = await self.db.execute(
                select(SessionBranch)
                .where(SessionBranch.session_id == session.id)
                .order_by(SessionBranch.branch_order)
            )
            branches = list(branches_result.scalars().all())

            branch_map = []
            for b in branches:
                branch_map.append({
                    "id": str(b.id),
                    "label": b.label,
                    "status": b.status,
                    "status_reason": b.status_reason,
                    "parent_branch_id": str(b.parent_branch_id) if b.parent_branch_id else None,
                })
            snapshot["branch_map"] = branch_map
            snapshot["active_branch_id"] = str(session.active_branch_id) if session.active_branch_id else None

        return snapshot

    async def claim_session(
        self,
        handoff_id: UUID,
        claiming_user_id: UUID,
    ) -> SessionHandoff:
        """Claim a handed-off session."""
        result = await self.db.execute(
            select(SessionHandoff).where(SessionHandoff.id == handoff_id)
        )
        handoff = result.scalar_one_or_none()
        if not handoff:
            raise ValueError(f"Handoff {handoff_id} not found")

        handoff.claimed_by = claiming_user_id
        handoff.claimed_at = datetime.now(timezone.utc)

        # Reactivate session
        session_result = await self.db.execute(
            select(AISession).where(AISession.id == handoff.session_id)
        )
        session = session_result.scalar_one()
        session.status = "active"

        # Dual-write
        session.escalated_to_id = claiming_user_id

        await self.db.flush()
        return handoff

    async def _generate_ai_assessment(
        self, session: AISession
    ) -> tuple[str | None, dict[str, Any] | None]:
        """Generate AI diagnostic assessment for escalation handoffs."""
        try:
            from app.services.assistant_chat_service import _call_ai

            context = f"Problem: {session.problem_summary or 'Unknown'}\nDomain: {session.problem_domain or 'Unknown'}"
            msgs = session.conversation_messages or []
            # Include last 10 messages for context
            recent = "\n".join(
                f"[{m.get('role', '?')}]: {m.get('content', '')[:200]}"
                for m in msgs[-10:]
            )

            assessment_text, _, _ = await _call_ai(
                system_base="You are a diagnostic assessment generator for MSP escalations.",
                rag_context="",
                history=[],
                new_message=(
                    f"Generate a brief diagnostic assessment for this escalation.\n"
                    f"{context}\n\nRecent conversation:\n{recent}\n\n"
                    f"Return: 1) Most likely cause, 2) Suggested next steps, 3) Confidence (low/medium/high)"
                ),
                max_tokens=500,
            )

            assessment_data = {
                "likely_cause": "See assessment text",
                "suggested_steps": [],
                "confidence": "medium",
            }

            return assessment_text, assessment_data
        except Exception:
            logger.exception("Failed to generate AI assessment")
            return None, None

    async def generate_briefing(
        self, handoff_id: UUID, claiming_user_id: UUID
    ) -> str:
        """Generate a natural-language briefing for the engineer claiming the session."""
        result = await self.db.execute(
            select(SessionHandoff).where(SessionHandoff.id == handoff_id)
        )
        handoff = result.scalar_one_or_none()
        if not handoff:
            raise ValueError(f"Handoff {handoff_id} not found")

        session_result = await self.db.execute(
            select(AISession).where(AISession.id == handoff.session_id)
        )
        session = session_result.scalar_one()

        from app.services.assistant_chat_service import _call_ai

        snapshot_text = str(handoff.snapshot)[:2000]
        briefing, _, _ = await _call_ai(
            system_base="You are a handoff briefing generator for MSP teams.",
            rag_context="",
            history=[],
            new_message=(
                f"Generate a concise briefing for an engineer picking up this session.\n"
                f"Problem: {session.problem_summary}\n"
                f"Intent: {handoff.intent}\n"
                f"Engineer notes: {handoff.engineer_notes or 'None'}\n"
                f"Snapshot: {snapshot_text}\n"
                f"AI Assessment: {handoff.ai_assessment or 'None'}"
            ),
            max_tokens=500,
        )
        return briefing

    async def push_to_psa(self, handoff_id: UUID) -> SessionHandoff:
        """Push handoff notes to PSA via existing psa_documentation_service."""
        result = await self.db.execute(
            select(SessionHandoff).where(SessionHandoff.id == handoff_id)
        )
        handoff = result.scalar_one_or_none()
        if not handoff:
            raise ValueError(f"Handoff {handoff_id} not found")

        try:
            from app.services.psa_documentation_service import push_session_notes
            session_result = await self.db.execute(
                select(AISession).where(AISession.id == handoff.session_id)
            )
            session = session_result.scalar_one()
            if session.psa_ticket_id and session.psa_connection_id:
                note_id = await push_session_notes(
                    session=session,
                    notes_content=handoff.ai_assessment or str(handoff.snapshot),
                    db=self.db,
                )
                handoff.psa_note_pushed = True
                handoff.psa_note_id = note_id
        except Exception:
            logger.exception(f"Failed to push handoff {handoff_id} to PSA")

        await self.db.flush()
        return handoff

    async def get_queue(
        self,
        team_id: UUID | None = None,
        account_id: UUID | None = None,
    ) -> list[dict[str, Any]]:
        """Get team queue of parked + escalated sessions."""
        query = (
            select(SessionHandoff, AISession)
            .join(AISession, SessionHandoff.session_id == AISession.id)
            .where(SessionHandoff.claimed_by.is_(None))
            .order_by(SessionHandoff.created_at.desc())
        )

        if team_id:
            query = query.where(AISession.team_id == team_id)
        elif account_id:
            query = query.where(AISession.account_id == account_id)

        result = await self.db.execute(query)
        rows = result.all()

        queue_items = []
        for handoff, session in rows:
            queue_items.append({
                "handoff_id": handoff.id,
                "session_id": session.id,
                "intent": handoff.intent,
                "problem_summary": session.problem_summary,
                "problem_domain": session.problem_domain,
                "priority": handoff.priority,
                "engineer_notes": handoff.engineer_notes,
                "created_at": handoff.created_at,
                "claimed_by": handoff.claimed_by,
                "claimed_at": handoff.claimed_at,
            })

        return queue_items