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"""
Main settings module for BackgroundFX Pro.

Automatically loads the appropriate configuration based on environment.
"""

import os
from pathlib import Path
from typing import Optional, Dict, Any
from dataclasses import dataclass, field
import logging

from .base import BaseConfig, config_manager, ConfigurationError
from .validators import validate_production_config

logger = logging.getLogger(__name__)


@dataclass
class Settings(BaseConfig):
    """
    Main application settings with all configuration options.
    """
    
    # API Configuration
    api_version: str = "v1"
    api_prefix: str = "/api"
    api_title: str = "BackgroundFX Pro API"
    api_description: str = "AI-powered background removal and replacement"
    api_docs_enabled: bool = True
    
    # Database Configuration
    database_url: str = field(
        default_factory=lambda: os.getenv(
            "DATABASE_URL",
            "postgresql://user:password@localhost/backgroundfx"
        )
    )
    database_pool_size: int = 20
    database_max_overflow: int = 40
    database_echo: bool = False
    
    # MongoDB Configuration
    mongodb_url: str = field(
        default_factory=lambda: os.getenv(
            "MONGODB_URL",
            "mongodb://localhost:27017/backgroundfx"
        )
    )
    mongodb_database: str = "backgroundfx"
    
    # Redis Configuration
    redis_url: str = field(
        default_factory=lambda: os.getenv(
            "REDIS_URL",
            "redis://localhost:6379/0"
        )
    )
    redis_max_connections: int = 50
    redis_decode_responses: bool = True
    
    # Storage Configuration
    storage_backend: str = "s3"  # Options: s3, local, gcs, azure
    storage_bucket: str = "backgroundfx-uploads"
    storage_region: str = "us-east-1"
    storage_access_key: str = field(default_factory=lambda: os.getenv("AWS_ACCESS_KEY_ID", ""))
    storage_secret_key: str = field(default_factory=lambda: os.getenv("AWS_SECRET_ACCESS_KEY", ""))
    storage_endpoint_url: Optional[str] = None  # For S3-compatible services
    storage_use_ssl: bool = True
    local_storage_path: Path = field(default_factory=lambda: Path("storage"))
    
    # Processing Configuration
    max_image_size: int = 50 * 1024 * 1024  # 50MB
    max_video_size: int = 500 * 1024 * 1024  # 500MB
    max_batch_size: int = 100
    processing_timeout: int = 300  # seconds
    enable_gpu: bool = True
    gpu_memory_fraction: float = 0.8
    
    # Model Configuration
    models_dir: Path = field(default_factory=lambda: Path("models"))
    model_cache_dir: Path = field(default_factory=lambda: Path("/tmp/model_cache"))
    default_model: str = "rembg"
    model_download_timeout: int = 600  # seconds
    model_configs: Dict[str, Dict[str, Any]] = field(default_factory=lambda: {
        "rembg": {
            "path": "models/rembg",
            "version": "1.0.0",
            "gpu_enabled": True,
            "batch_size": 4
        },
        "u2net": {
            "path": "models/u2net",
            "version": "1.0.0",
            "gpu_enabled": True,
            "batch_size": 2
        },
        "sam2": {
            "path": "models/sam2",
            "version": "2.0.0",
            "gpu_enabled": True,
            "batch_size": 1
        }
    })
    
    # Queue Configuration
    celery_broker_url: str = field(
        default_factory=lambda: os.getenv(
            "CELERY_BROKER_URL",
            "redis://localhost:6379/1"
        )
    )
    celery_result_backend: str = field(
        default_factory=lambda: os.getenv(
            "CELERY_RESULT_BACKEND",
            "redis://localhost:6379/2"
        )
    )
    celery_task_time_limit: int = 600  # seconds
    celery_task_soft_time_limit: int = 540  # seconds
    celery_worker_concurrency: int = 4
    celery_worker_prefetch_multiplier: int = 1
    
    # Authentication Configuration
    jwt_secret_key: str = field(
        default_factory=lambda: os.getenv(
            "JWT_SECRET_KEY",
            "change-me-in-production"
        )
    )
    jwt_algorithm: str = "HS256"
    jwt_expiration_delta: int = 3600  # seconds
    jwt_refresh_expiration_delta: int = 86400 * 7  # 7 days
    
    # OAuth Configuration
    oauth_google_client_id: str = field(default_factory=lambda: os.getenv("GOOGLE_CLIENT_ID", ""))
    oauth_google_client_secret: str = field(default_factory=lambda: os.getenv("GOOGLE_CLIENT_SECRET", ""))
    oauth_github_client_id: str = field(default_factory=lambda: os.getenv("GITHUB_CLIENT_ID", ""))
    oauth_github_client_secret: str = field(default_factory=lambda: os.getenv("GITHUB_CLIENT_SECRET", ""))
    
    # Email Configuration
    smtp_host: str = field(default_factory=lambda: os.getenv("SMTP_HOST", "smtp.gmail.com"))
    smtp_port: int = 587
    smtp_user: str = field(default_factory=lambda: os.getenv("SMTP_USER", ""))
    smtp_password: str = field(default_factory=lambda: os.getenv("SMTP_PASSWORD", ""))
    smtp_use_tls: bool = True
    email_from: str = "noreply@backgroundfx.pro"
    email_from_name: str = "BackgroundFX Pro"
    
    # Monitoring Configuration
    sentry_dsn: str = field(default_factory=lambda: os.getenv("SENTRY_DSN", ""))
    sentry_environment: str = field(default_factory=lambda: os.getenv("ENVIRONMENT", "development"))
    sentry_traces_sample_rate: float = 0.1
    
    prometheus_enabled: bool = True
    prometheus_port: int = 9090
    
    # Webhook Configuration
    webhook_timeout: int = 30  # seconds
    webhook_max_retries: int = 3
    webhook_retry_delay: int = 5  # seconds
    
    # Cache Configuration
    cache_ttl: int = 3600  # seconds
    cache_max_entries: int = 10000
    cache_eviction_policy: str = "lru"
    
    # CDN Configuration
    cdn_enabled: bool = True
    cdn_base_url: str = "https://cdn.backgroundfx.pro"
    cdn_cache_control: str = "public, max-age=31536000"
    
    # Payment Configuration
    stripe_secret_key: str = field(default_factory=lambda: os.getenv("STRIPE_SECRET_KEY", ""))
    stripe_publishable_key: str = field(default_factory=lambda: os.getenv("STRIPE_PUBLISHABLE_KEY", ""))
    stripe_webhook_secret: str = field(default_factory=lambda: os.getenv("STRIPE_WEBHOOK_SECRET", ""))
    
    # Plan Limits
    plan_limits: Dict[str, Dict[str, Any]] = field(default_factory=lambda: {
        "free": {
            "images_per_month": 100,
            "videos_per_month": 5,
            "max_image_size": 10 * 1024 * 1024,  # 10MB
            "max_video_size": 50 * 1024 * 1024,  # 50MB
            "api_calls_per_hour": 100,
            "storage_gb": 1,
            "quality": "medium"
        },
        "pro": {
            "images_per_month": 5000,
            "videos_per_month": 100,
            "max_image_size": 50 * 1024 * 1024,  # 50MB
            "max_video_size": 200 * 1024 * 1024,  # 200MB
            "api_calls_per_hour": 1000,
            "storage_gb": 50,
            "quality": "high"
        },
        "enterprise": {
            "images_per_month": -1,  # Unlimited
            "videos_per_month": -1,  # Unlimited
            "max_image_size": 100 * 1024 * 1024,  # 100MB
            "max_video_size": 500 * 1024 * 1024,  # 500MB
            "api_calls_per_hour": -1,  # Unlimited
            "storage_gb": 500,
            "quality": "ultra"
        }
    })
    
    def __post_init__(self):
        """Initialize and validate settings."""
        super().__post_init__()
        
        # Add production validator for production environment
        if self.environment == "production":
            self.add_validator(validate_production_config)
        
        # Setup model directories
        self.models_dir.mkdir(parents=True, exist_ok=True)
        self.model_cache_dir.mkdir(parents=True, exist_ok=True)
        
        # Setup local storage if using local backend
        if self.storage_backend == "local":
            self.local_storage_path.mkdir(parents=True, exist_ok=True)
    
    def get_database_config(self) -> Dict[str, Any]:
        """Get database configuration as dictionary."""
        return {
            "url": self.database_url,
            "pool_size": self.database_pool_size,
            "max_overflow": self.database_max_overflow,
            "echo": self.database_echo
        }
    
    def get_redis_config(self) -> Dict[str, Any]:
        """Get Redis configuration as dictionary."""
        return {
            "url": self.redis_url,
            "max_connections": self.redis_max_connections,
            "decode_responses": self.redis_decode_responses
        }
    
    def get_storage_config(self) -> Dict[str, Any]:
        """Get storage configuration as dictionary."""
        config = {
            "backend": self.storage_backend,
            "bucket": self.storage_bucket,
            "region": self.storage_region,
            "use_ssl": self.storage_use_ssl
        }
        
        if self.storage_backend == "s3":
            config.update({
                "access_key": self.storage_access_key,
                "secret_key": self.storage_secret_key,
                "endpoint_url": self.storage_endpoint_url
            })
        elif self.storage_backend == "local":
            config["path"] = str(self.local_storage_path)
        
        return config
    
    def get_model_config(self, model_name: str) -> Dict[str, Any]:
        """Get configuration for specific model."""
        if model_name not in self.model_configs:
            raise ConfigurationError(f"Model configuration not found: {model_name}")
        return self.model_configs[model_name]
    
    def get_plan_limits(self, plan: str) -> Dict[str, Any]:
        """Get limits for specific plan."""
        if plan not in self.plan_limits:
            raise ConfigurationError(f"Plan not found: {plan}")
        return self.plan_limits[plan]
    
    def is_feature_enabled(self, feature: str) -> bool:
        """Check if a feature is enabled."""
        feature_map = {
            "video": self.enable_video_processing,
            "batch": self.enable_batch_processing,
            "ai_backgrounds": self.enable_ai_backgrounds,
            "webhooks": self.enable_webhooks,
            "gpu": self.enable_gpu
        }
        return feature_map.get(feature, False)


def load_settings(environment: Optional[str] = None) -> Settings:
    """
    Load settings for specified environment.
    
    Args:
        environment: Environment name (development, staging, production, testing)
                    If not specified, uses ENVIRONMENT env var or defaults to development
    
    Returns:
        Settings instance configured for the environment
    """
    environment = environment or os.getenv("ENVIRONMENT", "development")
    
    # Import environment-specific configuration
    try:
        if environment == "development":
            from .environments.development import DevelopmentSettings
            settings_class = DevelopmentSettings
        elif environment == "staging":
            from .environments.staging import StagingSettings
            settings_class = StagingSettings
        elif environment == "production":
            from .environments.production import ProductionSettings
            settings_class = ProductionSettings
        elif environment == "testing":
            from .environments.testing import TestingSettings
            settings_class = TestingSettings
        else:
            logger.warning(f"Unknown environment: {environment}, using base settings")
            settings_class = Settings
    except ImportError:
        logger.warning(f"Environment module not found: {environment}, using base settings")
        settings_class = Settings
    
    # Create settings instance
    settings = settings_class()
    
    # Load from environment variables
    from .base import EnvironmentSource
    settings.add_source(EnvironmentSource())
    
    # Load from .env file if exists
    env_file = Path(f".env.{environment}")
    if env_file.exists():
        from .base import EnvFileSource
        settings.add_source(EnvFileSource(str(env_file)))
    elif Path(".env").exists():
        from .base import EnvFileSource
        settings.add_source(EnvFileSource(".env"))
    
    # Load from config file if exists
    config_file = Path(f"config/{environment}.yaml")
    if config_file.exists():
        from .base import YAMLFileSource
        settings.add_source(YAMLFileSource(str(config_file)))
    
    # Load all sources
    settings.load_from_sources()
    
    # Validate
    settings.validate()
    
    # Register with manager
    config_manager.register(environment, settings)
    config_manager.set_active(environment)
    
    logger.info(f"Loaded settings for environment: {environment}")
    
    return settings


# Auto-load settings on import
settings = load_settings()

# Export commonly used settings
DEBUG = settings.debug
SECRET_KEY = settings.secret_key
DATABASE_URL = settings.database_url
REDIS_URL = settings.redis_url