"""Detection rules endpoints — listing, filtering, and template association.

Provides endpoints for browsing detection rules, querying rules by technique,
and managing the template ↔ detection rule associations.
"""

import logging
import uuid
from typing import Optional
from datetime import datetime

from fastapi import APIRouter, Depends, HTTPException, Query
from pydantic import BaseModel
from sqlalchemy import func
from sqlalchemy.orm import Session

from app.database import get_db
from app.dependencies.auth import get_current_user, require_role, require_any_role
from app.models.user import User
from app.models.detection_rule import DetectionRule
from app.models.test_template import TestTemplate
from app.models.test_template_detection_rule import TestTemplateDetectionRule
from app.models.test_detection_result import TestDetectionResult


# ---------------------------------------------------------------------------
# Pydantic schemas for request validation
# ---------------------------------------------------------------------------

class DetectionRuleEvaluate(BaseModel):
    """Payload for evaluating a detection rule against a test."""
    test_id: uuid.UUID
    detection_rule_id: uuid.UUID
    triggered: Optional[bool] = None
    notes: Optional[str] = None

logger = logging.getLogger(__name__)

router = APIRouter(prefix="/detection-rules", tags=["detection-rules"])


# ---------------------------------------------------------------------------
# GET /detection-rules — List with filters
# ---------------------------------------------------------------------------

@router.get("")
def list_detection_rules(
    technique: Optional[str] = Query(None, description="Filter by MITRE technique ID"),
    source: Optional[str] = Query(None, description="Filter by source (sigma, elastic, splunk, custom)"),
    severity: Optional[str] = Query(None),
    search: Optional[str] = Query(None),
    offset: int = Query(0, ge=0),
    limit: int = Query(50, ge=1, le=200),
    db: Session = Depends(get_db),
    current_user: User = Depends(get_current_user),
):
    """List detection rules with optional filters and pagination."""
    query = db.query(DetectionRule).filter(DetectionRule.is_active == True)  # noqa: E712

    if technique:
        query = query.filter(DetectionRule.mitre_technique_id == technique)

    if source:
        query = query.filter(DetectionRule.source == source)

    if severity:
        query = query.filter(DetectionRule.severity == severity)

    if search:
        from app.utils import escape_like
        pattern = f"%{escape_like(search)}%"
        query = query.filter(
            DetectionRule.title.ilike(pattern)
            | DetectionRule.description.ilike(pattern)
        )

    total = query.count()
    items = query.order_by(DetectionRule.mitre_technique_id, DetectionRule.title).offset(offset).limit(limit).all()

    return {
        "total": total,
        "offset": offset,
        "limit": limit,
        "items": [
            {
                "id": str(r.id),
                "mitre_technique_id": r.mitre_technique_id,
                "title": r.title,
                "description": r.description,
                "source": r.source,
                "source_url": r.source_url,
                "rule_format": r.rule_format,
                "severity": r.severity,
                "platforms": r.platforms or [],
                "log_sources": r.log_sources,
                "is_active": r.is_active,
            }
            for r in items
        ],
    }


# ---------------------------------------------------------------------------
# GET /test-templates/{id}/detection-rules — Rules for a template
# ---------------------------------------------------------------------------

@router.get("/for-template/{template_id}")
def get_detection_rules_for_template(
    template_id: str,
    db: Session = Depends(get_db),
    current_user: User = Depends(get_current_user),
):
    """Get detection rules associated with a test template."""
    template = db.query(TestTemplate).filter(TestTemplate.id == template_id).first()
    if not template:
        raise HTTPException(status_code=404, detail="Test template not found")

    associations = (
        db.query(TestTemplateDetectionRule)
        .filter(TestTemplateDetectionRule.test_template_id == template_id)
        .all()
    )

    rules = []
    for assoc in associations:
        r = assoc.detection_rule
        rules.append({
            "id": str(r.id),
            "mitre_technique_id": r.mitre_technique_id,
            "title": r.title,
            "description": r.description,
            "source": r.source,
            "source_url": r.source_url,
            "rule_content": r.rule_content,
            "rule_format": r.rule_format,
            "severity": r.severity,
            "platforms": r.platforms or [],
            "log_sources": r.log_sources,
            "is_primary": assoc.is_primary,
        })

    return {
        "template_id": str(template.id),
        "template_name": template.name,
        "mitre_technique_id": template.mitre_technique_id,
        "rules": rules,
        "total": len(rules),
    }


# ---------------------------------------------------------------------------
# POST /detection-rules/auto-associate — Auto-link templates ↔ rules
# ---------------------------------------------------------------------------

@router.post("/auto-associate")
def auto_associate_detection_rules(
    db: Session = Depends(get_db),
    current_user: User = Depends(require_role("admin")),
):
    """Auto-associate test templates with detection rules by MITRE technique ID.

    For each active template, find all active detection rules for the same
    technique and create associations. Rules with severity >= high are marked
    as primary.
    """
    templates = db.query(TestTemplate).filter(TestTemplate.is_active == True).all()  # noqa: E712
    rules = db.query(DetectionRule).filter(DetectionRule.is_active == True).all()  # noqa: E712

    # Index rules by technique
    rules_by_technique: dict[str, list] = {}
    for rule in rules:
        tid = rule.mitre_technique_id
        if tid not in rules_by_technique:
            rules_by_technique[tid] = []
        rules_by_technique[tid].append(rule)

    created = 0
    skipped = 0
    high_severities = {"high", "critical"}

    for template in templates:
        matching_rules = rules_by_technique.get(template.mitre_technique_id, [])
        for rule in matching_rules:
            # Check if association already exists
            existing = (
                db.query(TestTemplateDetectionRule)
                .filter(
                    TestTemplateDetectionRule.test_template_id == template.id,
                    TestTemplateDetectionRule.detection_rule_id == rule.id,
                )
                .first()
            )
            if existing:
                skipped += 1
                continue

            is_primary = (rule.severity or "").lower() in high_severities

            assoc = TestTemplateDetectionRule(
                test_template_id=template.id,
                detection_rule_id=rule.id,
                is_primary=is_primary,
            )
            db.add(assoc)
            created += 1

    db.commit()

    total = db.query(TestTemplateDetectionRule).count()
    return {
        "created": created,
        "skipped": skipped,
        "total_associations": total,
    }


# ---------------------------------------------------------------------------
# GET /detection-rules/for-test/{test_id} — Rules + results for a test
# ---------------------------------------------------------------------------

@router.get("/for-test/{test_id}")
def get_detection_rules_for_test(
    test_id: str,
    db: Session = Depends(get_db),
    current_user: User = Depends(get_current_user),
):
    """Get detection rules relevant to a test, along with their evaluation results.

    Finds rules by matching the test's technique_id to detection rules,
    and returns any existing evaluation results.
    """
    from app.models.test import Test
    from app.models.technique import Technique

    test = db.query(Test).filter(Test.id == test_id).first()
    if not test:
        raise HTTPException(status_code=404, detail="Test not found")

    technique = db.query(Technique).filter(Technique.id == test.technique_id).first()
    if not technique:
        raise HTTPException(status_code=404, detail="Technique not found")

    # Get detection rules for this technique
    rules = (
        db.query(DetectionRule)
        .filter(
            DetectionRule.mitre_technique_id == technique.mitre_id,
            DetectionRule.is_active == True,  # noqa: E712
        )
        .order_by(DetectionRule.severity.desc(), DetectionRule.title)
        .all()
    )

    # Get existing results for this test
    existing_results = (
        db.query(TestDetectionResult)
        .filter(TestDetectionResult.test_id == test_id)
        .all()
    )
    results_map = {str(r.detection_rule_id): r for r in existing_results}

    items = []
    triggered_count = 0
    evaluated_count = 0

    for rule in rules:
        result = results_map.get(str(rule.id))
        triggered = result.triggered if result else None
        notes = result.notes if result else None
        evaluated_at = result.evaluated_at.isoformat() if result and result.evaluated_at else None

        if triggered is not None:
            evaluated_count += 1
            if triggered:
                triggered_count += 1

        items.append({
            "id": str(rule.id),
            "mitre_technique_id": rule.mitre_technique_id,
            "title": rule.title,
            "description": rule.description,
            "source": rule.source,
            "source_url": rule.source_url,
            "rule_content": rule.rule_content,
            "rule_format": rule.rule_format,
            "severity": rule.severity,
            "platforms": rule.platforms or [],
            "log_sources": rule.log_sources,
            "triggered": triggered,
            "notes": notes,
            "evaluated_at": evaluated_at,
            "result_id": str(result.id) if result else None,
        })

    return {
        "test_id": str(test.id),
        "mitre_technique_id": technique.mitre_id,
        "rules": items,
        "total": len(items),
        "evaluated": evaluated_count,
        "triggered": triggered_count,
        "detection_rate": round(triggered_count / evaluated_count * 100, 1) if evaluated_count > 0 else 0,
    }


# ---------------------------------------------------------------------------
# POST /detection-rules/evaluate — Save detection result for a rule
# ---------------------------------------------------------------------------

@router.post("/evaluate")
def evaluate_detection_rule(
    payload: DetectionRuleEvaluate,
    db: Session = Depends(get_db),
    current_user: User = Depends(require_any_role("blue_tech", "blue_lead")),
):
    """Save or update the evaluation result for a detection rule on a test."""
    test_id = payload.test_id
    detection_rule_id = payload.detection_rule_id
    triggered = payload.triggered
    notes = payload.notes

    # Check test exists
    from app.models.test import Test
    test = db.query(Test).filter(Test.id == test_id).first()
    if not test:
        raise HTTPException(status_code=404, detail="Test not found")

    # Check rule exists
    rule = db.query(DetectionRule).filter(DetectionRule.id == detection_rule_id).first()
    if not rule:
        raise HTTPException(status_code=404, detail="Detection rule not found")

    # Upsert result
    existing = (
        db.query(TestDetectionResult)
        .filter(
            TestDetectionResult.test_id == test_id,
            TestDetectionResult.detection_rule_id == detection_rule_id,
        )
        .first()
    )

    if existing:
        existing.triggered = triggered
        existing.notes = notes
        existing.evaluated_by = current_user.id
        existing.evaluated_at = datetime.utcnow()
        db.commit()
        db.refresh(existing)
        return {
            "id": str(existing.id),
            "triggered": existing.triggered,
            "notes": existing.notes,
            "evaluated_at": existing.evaluated_at.isoformat() if existing.evaluated_at else None,
        }
    else:
        result = TestDetectionResult(
            test_id=test_id,
            detection_rule_id=detection_rule_id,
            triggered=triggered,
            notes=notes,
            evaluated_by=current_user.id,
            evaluated_at=datetime.utcnow(),
        )
        db.add(result)
        db.commit()
        db.refresh(result)
        return {
            "id": str(result.id),
            "triggered": result.triggered,
            "notes": result.notes,
            "evaluated_at": result.evaluated_at.isoformat() if result.evaluated_at else None,
        }