"""Campaign service — business logic for campaign management.

Handles circular dependency validation, campaign generation from
threat actors, and progress calculation.
"""

import logging
import uuid
from datetime import datetime

from sqlalchemy.orm import Session

from app.domain.exceptions import EntityNotFoundError, InvalidOperationError
from app.models.campaign import Campaign, CampaignTest, KILL_CHAIN_PHASES
from app.models.test import Test
from app.models.test_template import TestTemplate
from app.models.technique import Technique
from app.models.threat_actor import ThreatActor, ThreatActorTechnique
from app.models.enums import TechniqueStatus, TestState
from app.services.notification_service import create_notification
from app.models.user import User

logger = logging.getLogger(__name__)

# Mapping from ATT&CK tactics to kill chain phases
TACTIC_TO_PHASE: dict[str, str] = {
    "reconnaissance": "reconnaissance",
    "resource-development": "resource_development",
    "initial-access": "initial_access",
    "execution": "execution",
    "persistence": "persistence",
    "privilege-escalation": "privilege_escalation",
    "defense-evasion": "defense_evasion",
    "credential-access": "credential_access",
    "discovery": "discovery",
    "lateral-movement": "lateral_movement",
    "collection": "collection",
    "command-and-control": "command_and_control",
    "exfiltration": "exfiltration",
    "impact": "impact",
}


def validate_no_circular_dependency(
    db: Session,
    campaign_id: uuid.UUID,
    test_id: uuid.UUID,
    depends_on_id: uuid.UUID | None,
) -> None:
    """Walk the depends_on chain and verify no cycle is formed.

    Raises :class:`InvalidOperationError` if a circular dependency is detected.
    """
    if depends_on_id is None:
        return

    visited: set[uuid.UUID] = set()
    current = depends_on_id

    while current is not None:
        if current in visited or current == test_id:
            raise InvalidOperationError(
                "Circular dependency detected in campaign test chain"
            )
        visited.add(current)
        parent = db.query(CampaignTest).filter_by(id=current).first()
        current = parent.depends_on if parent else None


def get_campaign_progress(db: Session, campaign_id: uuid.UUID) -> dict:
    """Calculate progress statistics for a campaign.

    Returns counts of tests by state, plus total and completion percentage.
    """
    campaign_tests = (
        db.query(CampaignTest)
        .filter(CampaignTest.campaign_id == campaign_id)
        .all()
    )

    if not campaign_tests:
        return {
            "total": 0,
            "by_state": {},
            "completion_pct": 0.0,
        }

    by_state: dict[str, int] = {}
    for ct in campaign_tests:
        test = ct.test
        state = test.state.value if test and test.state else "unknown"
        by_state[state] = by_state.get(state, 0) + 1

    total = len(campaign_tests)
    completed = by_state.get("validated", 0)
    completion_pct = round(completed / total * 100, 1) if total > 0 else 0.0

    return {
        "total": total,
        "by_state": by_state,
        "completion_pct": completion_pct,
    }


def generate_campaign_from_threat_actor(
    db: Session,
    actor_id: uuid.UUID,
    user: User,
) -> Campaign:
    """Auto-generate a campaign from a threat actor's uncovered techniques.

    Steps:
    1. Get techniques of the actor that are NOT validated
    2. For each, find the best template (highest severity)
    3. Create a test from each template
    4. Create a campaign with tests ordered by kill chain phase
    5. Return the campaign
    """
    actor = db.query(ThreatActor).filter(ThreatActor.id == actor_id).first()
    if not actor:
        raise EntityNotFoundError("ThreatActor", str(actor_id))

    # Get unvalidated techniques for this actor
    gap_techniques = (
        db.query(Technique, ThreatActorTechnique)
        .join(ThreatActorTechnique, ThreatActorTechnique.technique_id == Technique.id)
        .filter(ThreatActorTechnique.threat_actor_id == actor_id)
        .filter(Technique.status_global != TechniqueStatus.validated)
        .order_by(Technique.tactic, Technique.mitre_id)
        .all()
    )

    if not gap_techniques:
        raise InvalidOperationError(
            f"No uncovered techniques found for {actor.name}"
        )

    # Create the campaign
    campaign = Campaign(
        name=f"APT Emulation: {actor.name}",
        description=f"Auto-generated campaign to test coverage against {actor.name} "
                    f"({actor.mitre_id or 'unknown'}). "
                    f"Covers {len(gap_techniques)} uncovered technique(s).",
        type="apt_emulation",
        threat_actor_id=actor_id,
        status="draft",
        created_by=user.id,
        tags=[actor.name, "auto-generated"],
    )
    db.add(campaign)
    db.flush()  # Get campaign.id

    order_index = 0

    for tech, _at in gap_techniques:
        # Find best template for this technique
        template = (
            db.query(TestTemplate)
            .filter(
                TestTemplate.mitre_technique_id == tech.mitre_id,
                TestTemplate.is_active == True,  # noqa: E712
            )
            .order_by(
                # Prioritize by severity: critical > high > medium > low
                TestTemplate.severity.desc(),
                TestTemplate.name,
            )
            .first()
        )

        if not template:
            continue  # Skip techniques without templates

        # Create a test from the template
        test = Test(
            technique_id=tech.id,
            name=f"[Campaign] {template.name}",
            description=template.description,
            platform=template.platform,
            procedure_text=template.attack_procedure,
            tool_used=template.tool_suggested,
            created_by=user.id,
            state=TestState.draft,
        )
        db.add(test)
        db.flush()  # Get test.id

        # Determine kill chain phase from the technique's tactic
        phase = TACTIC_TO_PHASE.get(tech.tactic, None) if tech.tactic else None

        # Add to campaign
        campaign_test = CampaignTest(
            campaign_id=campaign.id,
            test_id=test.id,
            order_index=order_index,
            phase=phase,
        )
        db.add(campaign_test)
        order_index += 1

    db.commit()
    db.refresh(campaign)

    logger.info(
        "Generated campaign '%s' with %d tests for actor %s",
        campaign.name,
        order_index,
        actor.name,
    )

    return campaign