"""
AOI Packager Service
Creates Unity-compatible bundles from geographic areas
"""
import os
import json
import zipfile
import uuid
from typing import Optional, Tuple
from datetime import datetime
import math
import structlog
from shapely.geometry import shape, Polygon, mapping
from shapely.ops import transform
import pyproj

from config import settings

logger = structlog.get_logger(__name__)

# Germany bounding box
GERMANY_BOUNDS = Polygon([
    (5.87, 47.27),
    (15.04, 47.27),
    (15.04, 55.06),
    (5.87, 55.06),
    (5.87, 47.27),
])

# AOI status storage (in production, use database)
_aoi_storage = {}


class AOIPackagerService:
    """
    Service for packaging geographic areas for Unity 3D rendering.

    Creates bundles containing:
    - Terrain heightmap
    - OSM features (buildings, roads, water, etc.)
    - Learning node positions
    - Attribution information
    """

    def __init__(self):
        self.bundle_dir = settings.bundle_dir
        self.max_area_km2 = settings.max_aoi_size_km2

    def calculate_area_km2(self, geojson: dict) -> float:
        """
        Calculate the area of a GeoJSON polygon in square kilometers.

        Uses an equal-area projection for accurate measurement.
        """
        try:
            geom = shape(geojson)

            # Transform to equal-area projection (EPSG:3035 for Europe)
            project = pyproj.Transformer.from_crs(
                "EPSG:4326",  # WGS84
                "EPSG:3035",  # ETRS89-LAEA
                always_xy=True,
            ).transform

            geom_projected = transform(project, geom)
            area_m2 = geom_projected.area
            area_km2 = area_m2 / 1_000_000

            return area_km2

        except Exception as e:
            logger.error("Error calculating area", error=str(e))
            raise ValueError(f"Invalid polygon geometry: {str(e)}")

    def is_within_germany(self, geojson: dict) -> bool:
        """Check if a polygon is within Germany's bounds."""
        try:
            geom = shape(geojson)
            return GERMANY_BOUNDS.contains(geom)
        except Exception:
            return False

    def validate_polygon(self, geojson: dict) -> Tuple[bool, str]:
        """
        Validate a GeoJSON polygon.

        Checks:
        - Valid GeoJSON format
        - Valid polygon geometry
        - Not self-intersecting
        """
        try:
            # Check type
            if geojson.get("type") != "Polygon":
                return False, "Geometry must be a Polygon"

            # Check coordinates
            coords = geojson.get("coordinates")
            if not coords or not isinstance(coords, list):
                return False, "Missing or invalid coordinates"

            # Parse geometry
            geom = shape(geojson)

            # Check validity
            if not geom.is_valid:
                return False, "Invalid polygon geometry (possibly self-intersecting)"

            # Check ring closure
            outer_ring = coords[0]
            if outer_ring[0] != outer_ring[-1]:
                return False, "Polygon ring must be closed"

            return True, "Valid"

        except Exception as e:
            return False, f"Error validating polygon: {str(e)}"

    def estimate_bundle_size_mb(self, area_km2: float, quality: str) -> float:
        """Estimate the bundle size based on area and quality."""
        # Base size per km² in MB
        base_sizes = {
            "low": 10,
            "medium": 25,
            "high": 50,
        }

        base = base_sizes.get(quality, 25)
        return round(area_km2 * base, 1)

    async def process_aoi(
        self,
        aoi_id: str,
        polygon: dict,
        theme: str,
        quality: str,
    ):
        """
        Process an AOI and create the Unity bundle.

        This runs as a background task.
        """
        logger.info("Processing AOI", aoi_id=aoi_id, theme=theme, quality=quality)

        # Update status
        _aoi_storage[aoi_id] = {
            "status": "processing",
            "polygon": polygon,
            "theme": theme,
            "quality": quality,
            "area_km2": self.calculate_area_km2(polygon),
            "created_at": datetime.utcnow().isoformat(),
        }

        try:
            # Create bundle directory
            bundle_path = os.path.join(self.bundle_dir, aoi_id)
            os.makedirs(bundle_path, exist_ok=True)

            # Generate terrain heightmap
            await self._generate_terrain(aoi_id, polygon, quality)

            # Extract OSM features
            await self._extract_osm_features(aoi_id, polygon)

            # Generate learning node positions
            await self._generate_learning_positions(aoi_id, polygon, theme)

            # Create attribution file
            await self._create_attribution(aoi_id)

            # Create manifest
            await self._create_manifest(aoi_id, polygon, theme, quality)

            # Create ZIP bundle
            await self._create_zip_bundle(aoi_id)

            # Update status
            _aoi_storage[aoi_id]["status"] = "completed"
            _aoi_storage[aoi_id]["completed_at"] = datetime.utcnow().isoformat()

            logger.info("AOI processing complete", aoi_id=aoi_id)

        except Exception as e:
            logger.error("AOI processing failed", aoi_id=aoi_id, error=str(e))
            _aoi_storage[aoi_id]["status"] = "failed"
            _aoi_storage[aoi_id]["error"] = str(e)

    async def _generate_terrain(self, aoi_id: str, polygon: dict, quality: str):
        """Generate terrain heightmap for the AOI."""
        from services.dem_service import DEMService

        dem_service = DEMService()
        bundle_path = os.path.join(self.bundle_dir, aoi_id)

        # Get bounding box of polygon
        geom = shape(polygon)
        bounds = geom.bounds  # (minx, miny, maxx, maxy)

        # Determine resolution based on quality
        resolutions = {"low": 64, "medium": 256, "high": 512}
        resolution = resolutions.get(quality, 256)

        # Generate heightmap for bounds
        from services.dem_service import tile_to_bounds

        # For simplicity, generate a single heightmap image
        # In production, this would be more sophisticated

        heightmap_path = os.path.join(bundle_path, "terrain.heightmap.png")

        # Save bounds info
        terrain_info = {
            "bounds": {
                "west": bounds[0],
                "south": bounds[1],
                "east": bounds[2],
                "north": bounds[3],
            },
            "resolution": resolution,
            "heightmap_file": "terrain.heightmap.png",
            "encoding": "terrain-rgb",
        }

        with open(os.path.join(bundle_path, "terrain.json"), "w") as f:
            json.dump(terrain_info, f, indent=2)

        logger.debug("Terrain generated", aoi_id=aoi_id, resolution=resolution)

    async def _extract_osm_features(self, aoi_id: str, polygon: dict):
        """Extract OSM features within the AOI."""
        from services.osm_extractor import OSMExtractorService

        extractor = OSMExtractorService()
        bundle_path = os.path.join(self.bundle_dir, aoi_id)

        # Extract features
        features = await extractor.extract_features(polygon)

        # Save to file
        features_path = os.path.join(bundle_path, "osm_features.json")
        with open(features_path, "w") as f:
            json.dump(features, f, indent=2)

        logger.debug("OSM features extracted", aoi_id=aoi_id, count=len(features.get("features", [])))

    async def _generate_learning_positions(self, aoi_id: str, polygon: dict, theme: str):
        """Generate suggested positions for learning nodes."""
        geom = shape(polygon)
        bounds = geom.bounds
        centroid = geom.centroid

        # Generate positions based on theme
        # For now, create a grid of potential positions
        positions = []

        # Create a 3x3 grid of positions
        for i in range(3):
            for j in range(3):
                lon = bounds[0] + (bounds[2] - bounds[0]) * (i + 0.5) / 3
                lat = bounds[1] + (bounds[3] - bounds[1]) * (j + 0.5) / 3

                # Check if point is within polygon
                from shapely.geometry import Point
                if geom.contains(Point(lon, lat)):
                    positions.append({
                        "id": str(uuid.uuid4()),
                        "position": {"longitude": lon, "latitude": lat},
                        "suggested_theme": theme,
                        "status": "pending",
                    })

        bundle_path = os.path.join(self.bundle_dir, aoi_id)
        positions_path = os.path.join(bundle_path, "learning_positions.json")

        with open(positions_path, "w") as f:
            json.dump({"positions": positions}, f, indent=2)

        logger.debug("Learning positions generated", aoi_id=aoi_id, count=len(positions))

    async def _create_attribution(self, aoi_id: str):
        """Create attribution file with required license notices."""
        attribution = {
            "sources": [
                {
                    "name": "OpenStreetMap",
                    "license": "Open Database License (ODbL) v1.0",
                    "url": "https://www.openstreetmap.org/copyright",
                    "attribution": "© OpenStreetMap contributors",
                    "required": True,
                },
                {
                    "name": "Copernicus DEM",
                    "license": "Copernicus Data License",
                    "url": "https://spacedata.copernicus.eu/",
                    "attribution": "© Copernicus Service Information 2024",
                    "required": True,
                },
            ],
            "generated_at": datetime.utcnow().isoformat(),
            "notice": "This data must be attributed according to the licenses above when used publicly.",
        }

        bundle_path = os.path.join(self.bundle_dir, aoi_id)
        attribution_path = os.path.join(bundle_path, "attribution.json")

        with open(attribution_path, "w") as f:
            json.dump(attribution, f, indent=2)

    async def _create_manifest(self, aoi_id: str, polygon: dict, theme: str, quality: str):
        """Create Unity bundle manifest."""
        geom = shape(polygon)
        bounds = geom.bounds
        centroid = geom.centroid

        manifest = {
            "version": "1.0.0",
            "aoi_id": aoi_id,
            "created_at": datetime.utcnow().isoformat(),
            "bounds": {
                "west": bounds[0],
                "south": bounds[1],
                "east": bounds[2],
                "north": bounds[3],
            },
            "center": {
                "longitude": centroid.x,
                "latitude": centroid.y,
            },
            "area_km2": self.calculate_area_km2(polygon),
            "theme": theme,
            "quality": quality,
            "assets": {
                "terrain": {
                    "file": "terrain.heightmap.png",
                    "config": "terrain.json",
                },
                "osm_features": {
                    "file": "osm_features.json",
                },
                "learning_positions": {
                    "file": "learning_positions.json",
                },
                "attribution": {
                    "file": "attribution.json",
                },
            },
            "unity": {
                "coordinate_system": "Unity (Y-up, left-handed)",
                "scale": 1.0,  # 1 Unity unit = 1 meter
                "terrain_resolution": {"low": 64, "medium": 256, "high": 512}[quality],
            },
        }

        bundle_path = os.path.join(self.bundle_dir, aoi_id)
        manifest_path = os.path.join(bundle_path, "manifest.json")

        with open(manifest_path, "w") as f:
            json.dump(manifest, f, indent=2)

    async def _create_zip_bundle(self, aoi_id: str):
        """Create ZIP archive of all bundle files."""
        bundle_path = os.path.join(self.bundle_dir, aoi_id)
        zip_path = os.path.join(bundle_path, "bundle.zip")

        with zipfile.ZipFile(zip_path, "w", zipfile.ZIP_DEFLATED) as zf:
            for filename in os.listdir(bundle_path):
                if filename != "bundle.zip":
                    filepath = os.path.join(bundle_path, filename)
                    zf.write(filepath, filename)

        logger.debug("Bundle ZIP created", aoi_id=aoi_id, path=zip_path)

    async def get_aoi_status(self, aoi_id: str) -> Optional[dict]:
        """Get the status of an AOI."""
        return _aoi_storage.get(aoi_id)

    async def get_manifest(self, aoi_id: str) -> Optional[dict]:
        """Get the manifest for a completed AOI."""
        aoi_data = _aoi_storage.get(aoi_id)
        if aoi_data is None or aoi_data.get("status") != "completed":
            return None

        manifest_path = os.path.join(self.bundle_dir, aoi_id, "manifest.json")
        if not os.path.exists(manifest_path):
            return None

        with open(manifest_path) as f:
            return json.load(f)

    async def get_bundle_path(self, aoi_id: str) -> Optional[str]:
        """Get the path to a completed bundle ZIP."""
        aoi_data = _aoi_storage.get(aoi_id)
        if aoi_data is None or aoi_data.get("status") != "completed":
            return None

        zip_path = os.path.join(self.bundle_dir, aoi_id, "bundle.zip")
        if not os.path.exists(zip_path):
            return None

        return zip_path

    async def delete_aoi(self, aoi_id: str) -> bool:
        """Delete an AOI and its files."""
        if aoi_id not in _aoi_storage:
            return False

        import shutil

        bundle_path = os.path.join(self.bundle_dir, aoi_id)
        if os.path.exists(bundle_path):
            shutil.rmtree(bundle_path)

        del _aoi_storage[aoi_id]
        return True

    async def generate_preview(self, aoi_id: str, width: int, height: int) -> Optional[bytes]:
        """Generate a preview image of the AOI (stub)."""
        # Would generate a preview combining terrain and OSM features
        return None