Initial commit - production deployment
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81
services/forecasting/app/core/config.py
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81
services/forecasting/app/core/config.py
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# ================================================================
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# FORECASTING SERVICE CONFIGURATION
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# services/forecasting/app/core/config.py
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# ================================================================
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"""
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Forecasting service configuration
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Demand prediction and forecasting
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"""
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from shared.config.base import BaseServiceSettings
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import os
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class ForecastingSettings(BaseServiceSettings):
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"""Forecasting service specific settings"""
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# Service Identity
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APP_NAME: str = "Forecasting Service"
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SERVICE_NAME: str = "forecasting-service"
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DESCRIPTION: str = "Demand prediction and forecasting service"
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# Database configuration (secure approach - build from components)
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@property
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def DATABASE_URL(self) -> str:
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"""Build database URL from secure components"""
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# Try complete URL first (for backward compatibility)
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complete_url = os.getenv("FORECASTING_DATABASE_URL")
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if complete_url:
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return complete_url
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# Build from components (secure approach)
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user = os.getenv("FORECASTING_DB_USER", "forecasting_user")
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password = os.getenv("FORECASTING_DB_PASSWORD", "forecasting_pass123")
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host = os.getenv("FORECASTING_DB_HOST", "localhost")
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port = os.getenv("FORECASTING_DB_PORT", "5432")
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name = os.getenv("FORECASTING_DB_NAME", "forecasting_db")
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return f"postgresql+asyncpg://{user}:{password}@{host}:{port}/{name}"
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# Redis Database (dedicated for prediction cache)
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REDIS_DB: int = 2
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# Prediction Configuration
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MAX_FORECAST_DAYS: int = int(os.getenv("MAX_FORECAST_DAYS", "30"))
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MIN_HISTORICAL_DAYS: int = int(os.getenv("MIN_HISTORICAL_DAYS", "60"))
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PREDICTION_CONFIDENCE_THRESHOLD: float = float(os.getenv("PREDICTION_CONFIDENCE_THRESHOLD", "0.8"))
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# Caching Configuration
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PREDICTION_CACHE_TTL_HOURS: int = int(os.getenv("PREDICTION_CACHE_TTL_HOURS", "6"))
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FORECAST_BATCH_SIZE: int = int(os.getenv("FORECAST_BATCH_SIZE", "100"))
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# MinIO Configuration
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MINIO_ENDPOINT: str = os.getenv("MINIO_ENDPOINT", "minio.bakery-ia.svc.cluster.local:9000")
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MINIO_ACCESS_KEY: str = os.getenv("FORECASTING_MINIO_ACCESS_KEY", "forecasting-service")
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MINIO_SECRET_KEY: str = os.getenv("FORECASTING_MINIO_SECRET_KEY", "forecasting-secret-key")
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MINIO_USE_SSL: bool = os.getenv("MINIO_USE_SSL", "true").lower() == "true"
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MINIO_MODEL_BUCKET: str = os.getenv("MINIO_MODEL_BUCKET", "training-models")
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MINIO_CONSOLE_PORT: str = os.getenv("MINIO_CONSOLE_PORT", "9001")
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MINIO_API_PORT: str = os.getenv("MINIO_API_PORT", "9000")
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MINIO_REGION: str = os.getenv("MINIO_REGION", "us-east-1")
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MINIO_MODEL_LIFECYCLE_DAYS: int = int(os.getenv("MINIO_MODEL_LIFECYCLE_DAYS", "90"))
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MINIO_CACHE_TTL_SECONDS: int = int(os.getenv("MINIO_CACHE_TTL_SECONDS", "3600"))
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# Real-time Forecasting
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REALTIME_FORECASTING_ENABLED: bool = os.getenv("REALTIME_FORECASTING_ENABLED", "true").lower() == "true"
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FORECAST_UPDATE_INTERVAL_HOURS: int = int(os.getenv("FORECAST_UPDATE_INTERVAL_HOURS", "6"))
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# Business Rules for Spanish Bakeries
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BUSINESS_HOUR_START: int = 7 # 7 AM
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BUSINESS_HOUR_END: int = 20 # 8 PM
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WEEKEND_ADJUSTMENT_FACTOR: float = float(os.getenv("WEEKEND_ADJUSTMENT_FACTOR", "0.8"))
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HOLIDAY_ADJUSTMENT_FACTOR: float = float(os.getenv("HOLIDAY_ADJUSTMENT_FACTOR", "0.5"))
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# Weather Impact Modeling
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WEATHER_IMPACT_ENABLED: bool = os.getenv("WEATHER_IMPACT_ENABLED", "true").lower() == "true"
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TEMPERATURE_THRESHOLD_COLD: float = float(os.getenv("TEMPERATURE_THRESHOLD_COLD", "10.0"))
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TEMPERATURE_THRESHOLD_HOT: float = float(os.getenv("TEMPERATURE_THRESHOLD_HOT", "30.0"))
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RAIN_IMPACT_FACTOR: float = float(os.getenv("RAIN_IMPACT_FACTOR", "0.7"))
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settings = ForecastingSettings()
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