Improve base config

This commit is contained in:
Urtzi Alfaro
2025-07-19 21:44:52 +02:00
parent c7fd6135f0
commit 9a67f3d175
11 changed files with 1278 additions and 285 deletions

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@@ -1,47 +1,56 @@
# ================================================================
# AUTH SERVICE CONFIGURATION
# services/auth/app/core/config.py
# ================================================================
"""
Authentication service configuration
User management and JWT token handling
"""
from shared.config.base import BaseServiceSettings
import os
from pydantic_settings import BaseSettings
class Settings(BaseSettings):
"""Application settings"""
class AuthSettings(BaseServiceSettings):
"""Auth service specific settings"""
# Basic settings
# Service Identity
APP_NAME: str = "Authentication Service"
VERSION: str = "1.0.0"
DEBUG: bool = os.getenv("DEBUG", "False").lower() == "true"
LOG_LEVEL: str = os.getenv("LOG_LEVEL", "INFO")
SERVICE_NAME: str = "auth-service"
DESCRIPTION: str = "User authentication and authorization service"
# Database settings
DATABASE_URL: str = os.getenv("DATABASE_URL", "postgresql+asyncpg://auth_user:auth_pass123@auth-db:5432/auth_db")
# Database Configuration
DATABASE_URL: str = os.getenv("AUTH_DATABASE_URL",
"postgresql+asyncpg://auth_user:auth_pass123@auth-db:5432/auth_db")
# Redis settings
REDIS_URL: str = os.getenv("REDIS_URL", "redis://redis:6379/0")
# Redis Database (dedicated for auth)
REDIS_DB: int = 0
# JWT settings
JWT_SECRET_KEY: str = os.getenv("JWT_SECRET_KEY", "your-super-secret-jwt-key-change-in-production")
JWT_ALGORITHM: str = os.getenv("JWT_ALGORITHM", "HS256")
JWT_ACCESS_TOKEN_EXPIRE_MINUTES: int = int(os.getenv("JWT_ACCESS_TOKEN_EXPIRE_MINUTES", "30"))
JWT_REFRESH_TOKEN_EXPIRE_DAYS: int = int(os.getenv("JWT_REFRESH_TOKEN_EXPIRE_DAYS", "7"))
# Password settings
# Enhanced Password Requirements for Spain
PASSWORD_MIN_LENGTH: int = 8
PASSWORD_REQUIRE_UPPERCASE: bool = True
PASSWORD_REQUIRE_LOWERCASE: bool = True
PASSWORD_REQUIRE_NUMBERS: bool = True
PASSWORD_REQUIRE_SYMBOLS: bool = False
# Security settings
BCRYPT_ROUNDS: int = 12
# Spanish GDPR Compliance
GDPR_COMPLIANCE_ENABLED: bool = True
DATA_RETENTION_DAYS: int = int(os.getenv("AUTH_DATA_RETENTION_DAYS", "365"))
CONSENT_REQUIRED: bool = True
PRIVACY_POLICY_URL: str = os.getenv("PRIVACY_POLICY_URL", "/privacy")
# Account Security
ACCOUNT_LOCKOUT_ENABLED: bool = True
MAX_LOGIN_ATTEMPTS: int = 5
LOCKOUT_DURATION_MINUTES: int = 30
PASSWORD_HISTORY_COUNT: int = 5
# RabbitMQ settings
RABBITMQ_URL: str = os.getenv("RABBITMQ_URL", "amqp://bakery:forecast123@rabbitmq:5672/")
# Session Management
SESSION_TIMEOUT_MINUTES: int = int(os.getenv("SESSION_TIMEOUT_MINUTES", "60"))
CONCURRENT_SESSIONS_LIMIT: int = int(os.getenv("CONCURRENT_SESSIONS_LIMIT", "3"))
class Config:
env_file = ".env"
# Email Verification
EMAIL_VERIFICATION_REQUIRED: bool = os.getenv("EMAIL_VERIFICATION_REQUIRED", "true").lower() == "true"
EMAIL_VERIFICATION_EXPIRE_HOURS: int = int(os.getenv("EMAIL_VERIFICATION_EXPIRE_HOURS", "24"))
settings = Settings()
settings = AuthSettings()

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@@ -1,37 +1,68 @@
"""Data service configuration"""
# ================================================================
# DATA SERVICE CONFIGURATION
# services/data/app/core/config.py
# ================================================================
from pydantic_settings import BaseSettings
from typing import List
"""
Data service configuration
External data integration and management
"""
class Settings(BaseSettings):
# Database
DATABASE_URL: str = "postgresql+asyncpg://data_user:data_pass123@data-db:5432/data_db"
from shared.config.base import BaseServiceSettings
import os
class DataSettings(BaseServiceSettings):
"""Data service specific settings"""
# Redis
REDIS_URL: str = "redis://redis:6379/3"
# RabbitMQ
RABBITMQ_URL: str = "amqp://bakery:forecast123@rabbitmq:5672/"
# External APIs
AEMET_API_KEY: str = "your-aemet-api-key-here"
MADRID_OPENDATA_API_KEY: str = "your-madrid-opendata-key-here"
# Service settings
# Service Identity
APP_NAME: str = "Data Service"
SERVICE_NAME: str = "data-service"
SERVICE_VERSION: str = "1.0.0"
DESCRIPTION: str = "External data integration and management service"
# Auth
AUTH_SERVICE_URL: str = "http://auth-service:8000"
# Database Configuration
DATABASE_URL: str = os.getenv("DATA_DATABASE_URL",
"postgresql+asyncpg://data_user:data_pass123@data-db:5432/data_db")
# CORS
CORS_ORIGINS: List[str] = ["http://localhost:3000", "http://localhost:3001"]
# Redis Database (dedicated for external data cache)
REDIS_DB: int = 3
# Monitoring
LOG_LEVEL: str = "INFO"
ENABLE_METRICS: bool = True
# External API Configuration
AEMET_API_KEY: str = os.getenv("AEMET_API_KEY", "")
AEMET_BASE_URL: str = "https://opendata.aemet.es/opendata"
AEMET_TIMEOUT: int = int(os.getenv("AEMET_TIMEOUT", "30"))
AEMET_RETRY_ATTEMPTS: int = int(os.getenv("AEMET_RETRY_ATTEMPTS", "3"))
class Config:
env_file = ".env"
MADRID_OPENDATA_API_KEY: str = os.getenv("MADRID_OPENDATA_API_KEY", "")
MADRID_OPENDATA_BASE_URL: str = "https://datos.madrid.es"
MADRID_OPENDATA_TIMEOUT: int = int(os.getenv("MADRID_OPENDATA_TIMEOUT", "30"))
# Data Collection Configuration
WEATHER_COLLECTION_INTERVAL_HOURS: int = int(os.getenv("WEATHER_COLLECTION_INTERVAL_HOURS", "1"))
TRAFFIC_COLLECTION_INTERVAL_HOURS: int = int(os.getenv("TRAFFIC_COLLECTION_INTERVAL_HOURS", "1"))
EVENTS_COLLECTION_INTERVAL_HOURS: int = int(os.getenv("EVENTS_COLLECTION_INTERVAL_HOURS", "6"))
# Cache TTL Configuration
WEATHER_CACHE_TTL_HOURS: int = int(os.getenv("WEATHER_CACHE_TTL_HOURS", "1"))
TRAFFIC_CACHE_TTL_HOURS: int = int(os.getenv("TRAFFIC_CACHE_TTL_HOURS", "1"))
EVENTS_CACHE_TTL_HOURS: int = int(os.getenv("EVENTS_CACHE_TTL_HOURS", "6"))
# Data Quality Configuration
DATA_VALIDATION_ENABLED: bool = os.getenv("DATA_VALIDATION_ENABLED", "true").lower() == "true"
OUTLIER_DETECTION_ENABLED: bool = os.getenv("OUTLIER_DETECTION_ENABLED", "true").lower() == "true"
DATA_COMPLETENESS_THRESHOLD: float = float(os.getenv("DATA_COMPLETENESS_THRESHOLD", "0.8"))
# Geolocation Settings (Madrid focus)
DEFAULT_LATITUDE: float = float(os.getenv("DEFAULT_LATITUDE", "40.4168")) # Madrid
DEFAULT_LONGITUDE: float = float(os.getenv("DEFAULT_LONGITUDE", "-3.7038")) # Madrid
LOCATION_RADIUS_KM: float = float(os.getenv("LOCATION_RADIUS_KM", "50.0"))
# Data Retention
RAW_DATA_RETENTION_DAYS: int = int(os.getenv("RAW_DATA_RETENTION_DAYS", "90"))
PROCESSED_DATA_RETENTION_DAYS: int = int(os.getenv("PROCESSED_DATA_RETENTION_DAYS", "365"))
# Batch Processing
BATCH_PROCESSING_ENABLED: bool = os.getenv("BATCH_PROCESSING_ENABLED", "true").lower() == "true"
BATCH_SIZE: int = int(os.getenv("BATCH_SIZE", "1000"))
PARALLEL_PROCESSING_WORKERS: int = int(os.getenv("PARALLEL_PROCESSING_WORKERS", "4"))
settings = Settings()
settings = DataSettings()

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@@ -1,32 +1,59 @@
# ================================================================
# FORECASTING SERVICE CONFIGURATION
# services/forecasting/app/core/config.py
# ================================================================
"""
uLuforecasting service configuration
Forecasting service configuration
Demand prediction and forecasting
"""
from shared.config.base import BaseServiceSettings
import os
from pydantic_settings import BaseSettings
class Settings(BaseSettings):
"""Application settings"""
class ForecastingSettings(BaseServiceSettings):
"""Forecasting service specific settings"""
# Basic settings
APP_NAME: str = "uLuforecasting Service"
VERSION: str = "1.0.0"
DEBUG: bool = os.getenv("DEBUG", "False").lower() == "true"
LOG_LEVEL: str = os.getenv("LOG_LEVEL", "INFO")
# Service Identity
APP_NAME: str = "Forecasting Service"
SERVICE_NAME: str = "forecasting-service"
DESCRIPTION: str = "Demand prediction and forecasting service"
# Database settings
DATABASE_URL: str = os.getenv("DATABASE_URL", "postgresql+asyncpg://forecasting_user:forecasting_pass123@forecasting-db:5432/forecasting_db")
# Database Configuration
DATABASE_URL: str = os.getenv("FORECASTING_DATABASE_URL",
"postgresql+asyncpg://forecasting_user:forecasting_pass123@forecasting-db:5432/forecasting_db")
# Redis settings
REDIS_URL: str = os.getenv("REDIS_URL", "redis://redis:6379/0")
# Redis Database (dedicated for prediction cache)
REDIS_DB: int = 2
# RabbitMQ settings
RABBITMQ_URL: str = os.getenv("RABBITMQ_URL", "amqp://bakery:forecast123@rabbitmq:5672/")
# Prediction Configuration
MAX_FORECAST_DAYS: int = int(os.getenv("MAX_FORECAST_DAYS", "30"))
MIN_HISTORICAL_DAYS: int = int(os.getenv("MIN_HISTORICAL_DAYS", "60"))
PREDICTION_CONFIDENCE_THRESHOLD: float = float(os.getenv("PREDICTION_CONFIDENCE_THRESHOLD", "0.8"))
# Service URLs
AUTH_SERVICE_URL: str = os.getenv("AUTH_SERVICE_URL", "http://auth-service:8000")
# Caching Configuration
PREDICTION_CACHE_TTL_HOURS: int = int(os.getenv("PREDICTION_CACHE_TTL_HOURS", "6"))
FORECAST_BATCH_SIZE: int = int(os.getenv("FORECAST_BATCH_SIZE", "100"))
class Config:
env_file = ".env"
# Real-time Forecasting
REALTIME_FORECASTING_ENABLED: bool = os.getenv("REALTIME_FORECASTING_ENABLED", "true").lower() == "true"
FORECAST_UPDATE_INTERVAL_HOURS: int = int(os.getenv("FORECAST_UPDATE_INTERVAL_HOURS", "6"))
# Business Rules for Spanish Bakeries
BUSINESS_HOUR_START: int = 7 # 7 AM
BUSINESS_HOUR_END: int = 20 # 8 PM
WEEKEND_ADJUSTMENT_FACTOR: float = float(os.getenv("WEEKEND_ADJUSTMENT_FACTOR", "0.8"))
HOLIDAY_ADJUSTMENT_FACTOR: float = float(os.getenv("HOLIDAY_ADJUSTMENT_FACTOR", "0.5"))
# Weather Impact Modeling
WEATHER_IMPACT_ENABLED: bool = os.getenv("WEATHER_IMPACT_ENABLED", "true").lower() == "true"
TEMPERATURE_THRESHOLD_COLD: float = float(os.getenv("TEMPERATURE_THRESHOLD_COLD", "10.0"))
TEMPERATURE_THRESHOLD_HOT: float = float(os.getenv("TEMPERATURE_THRESHOLD_HOT", "30.0"))
RAIN_IMPACT_FACTOR: float = float(os.getenv("RAIN_IMPACT_FACTOR", "0.7"))
# Alert Thresholds
HIGH_DEMAND_THRESHOLD: float = float(os.getenv("HIGH_DEMAND_THRESHOLD", "1.5"))
LOW_DEMAND_THRESHOLD: float = float(os.getenv("LOW_DEMAND_THRESHOLD", "0.5"))
STOCKOUT_RISK_THRESHOLD: float = float(os.getenv("STOCKOUT_RISK_THRESHOLD", "0.9"))
settings = Settings()
settings = ForecastingSettings()

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@@ -1,32 +1,83 @@
# ================================================================
# NOTIFICATION SERVICE CONFIGURATION
# services/notification/app/core/config.py
# ================================================================
"""
uLunotification service configuration
Notification service configuration
Email and WhatsApp notification handling
"""
from shared.config.base import BaseServiceSettings
import os
from pydantic_settings import BaseSettings
class Settings(BaseSettings):
"""Application settings"""
class NotificationSettings(BaseServiceSettings):
"""Notification service specific settings"""
# Basic settings
APP_NAME: str = "uLunotification Service"
VERSION: str = "1.0.0"
DEBUG: bool = os.getenv("DEBUG", "False").lower() == "true"
LOG_LEVEL: str = os.getenv("LOG_LEVEL", "INFO")
# Service Identity
APP_NAME: str = "Notification Service"
SERVICE_NAME: str = "notification-service"
DESCRIPTION: str = "Email and WhatsApp notification service"
# Database settings
DATABASE_URL: str = os.getenv("DATABASE_URL", "postgresql+asyncpg://notification_user:notification_pass123@notification-db:5432/notification_db")
# Database Configuration
DATABASE_URL: str = os.getenv("NOTIFICATION_DATABASE_URL",
"postgresql+asyncpg://notification_user:notification_pass123@notification-db:5432/notification_db")
# Redis settings
REDIS_URL: str = os.getenv("REDIS_URL", "redis://redis:6379/0")
# Redis Database (dedicated for notification queue)
REDIS_DB: int = 5
# RabbitMQ settings
RABBITMQ_URL: str = os.getenv("RABBITMQ_URL", "amqp://bakery:forecast123@rabbitmq:5672/")
# Email Configuration
SMTP_HOST: str = os.getenv("SMTP_HOST", "smtp.gmail.com")
SMTP_PORT: int = int(os.getenv("SMTP_PORT", "587"))
SMTP_USER: str = os.getenv("SMTP_USER", "")
SMTP_PASSWORD: str = os.getenv("SMTP_PASSWORD", "")
SMTP_TLS: bool = os.getenv("SMTP_TLS", "true").lower() == "true"
SMTP_SSL: bool = os.getenv("SMTP_SSL", "false").lower() == "true"
# Service URLs
AUTH_SERVICE_URL: str = os.getenv("AUTH_SERVICE_URL", "http://auth-service:8000")
# Email Settings
DEFAULT_FROM_EMAIL: str = os.getenv("DEFAULT_FROM_EMAIL", "noreply@bakeryforecast.es")
DEFAULT_FROM_NAME: str = os.getenv("DEFAULT_FROM_NAME", "Bakery Forecast")
EMAIL_TEMPLATES_PATH: str = os.getenv("EMAIL_TEMPLATES_PATH", "/app/templates/email")
class Config:
env_file = ".env"
# WhatsApp Configuration
WHATSAPP_API_KEY: str = os.getenv("WHATSAPP_API_KEY", "")
WHATSAPP_BASE_URL: str = os.getenv("WHATSAPP_BASE_URL", "https://api.twilio.com")
WHATSAPP_FROM_NUMBER: str = os.getenv("WHATSAPP_FROM_NUMBER", "")
WHATSAPP_TEMPLATES_PATH: str = os.getenv("WHATSAPP_TEMPLATES_PATH", "/app/templates/whatsapp")
# Notification Queuing
MAX_RETRY_ATTEMPTS: int = int(os.getenv("MAX_RETRY_ATTEMPTS", "3"))
RETRY_DELAY_SECONDS: int = int(os.getenv("RETRY_DELAY_SECONDS", "60"))
BATCH_SIZE: int = int(os.getenv("NOTIFICATION_BATCH_SIZE", "100"))
# Rate Limiting
EMAIL_RATE_LIMIT_PER_HOUR: int = int(os.getenv("EMAIL_RATE_LIMIT_PER_HOUR", "1000"))
WHATSAPP_RATE_LIMIT_PER_HOUR: int = int(os.getenv("WHATSAPP_RATE_LIMIT_PER_HOUR", "100"))
# Spanish Localization
DEFAULT_LANGUAGE: str = os.getenv("DEFAULT_LANGUAGE", "es")
TIMEZONE: str = "Europe/Madrid"
DATE_FORMAT: str = "%d/%m/%Y"
TIME_FORMAT: str = "%H:%M"
# Notification Types
ENABLE_EMAIL_NOTIFICATIONS: bool = os.getenv("ENABLE_EMAIL_NOTIFICATIONS", "true").lower() == "true"
ENABLE_WHATSAPP_NOTIFICATIONS: bool = os.getenv("ENABLE_WHATSAPP_NOTIFICATIONS", "true").lower() == "true"
ENABLE_PUSH_NOTIFICATIONS: bool = os.getenv("ENABLE_PUSH_NOTIFICATIONS", "false").lower() == "true"
# Template Categories
ALERT_TEMPLATES_ENABLED: bool = True
MARKETING_TEMPLATES_ENABLED: bool = os.getenv("MARKETING_TEMPLATES_ENABLED", "false").lower() == "true"
TRANSACTIONAL_TEMPLATES_ENABLED: bool = True
# Delivery Configuration
IMMEDIATE_DELIVERY: bool = os.getenv("IMMEDIATE_DELIVERY", "true").lower() == "true"
SCHEDULED_DELIVERY_ENABLED: bool = os.getenv("SCHEDULED_DELIVERY_ENABLED", "true").lower() == "true"
BULK_DELIVERY_ENABLED: bool = os.getenv("BULK_DELIVERY_ENABLED", "true").lower() == "true"
# Analytics
DELIVERY_TRACKING_ENABLED: bool = os.getenv("DELIVERY_TRACKING_ENABLED", "true").lower() == "true"
OPEN_TRACKING_ENABLED: bool = os.getenv("OPEN_TRACKING_ENABLED", "true").lower() == "true"
CLICK_TRACKING_ENABLED: bool = os.getenv("CLICK_TRACKING_ENABLED", "true").lower() == "true"
settings = Settings()
settings = NotificationSettings()

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@@ -1,32 +1,70 @@
# ================================================================
# TENANT SERVICE CONFIGURATION
# services/tenant/app/core/config.py
# ================================================================
"""
uLutenant service configuration
Tenant service configuration
Multi-tenant management and subscription handling
"""
from shared.config.base import BaseServiceSettings
import os
from pydantic_settings import BaseSettings
class Settings(BaseSettings):
"""Application settings"""
class TenantSettings(BaseServiceSettings):
"""Tenant service specific settings"""
# Basic settings
APP_NAME: str = "uLutenant Service"
VERSION: str = "1.0.0"
DEBUG: bool = os.getenv("DEBUG", "False").lower() == "true"
LOG_LEVEL: str = os.getenv("LOG_LEVEL", "INFO")
# Service Identity
APP_NAME: str = "Tenant Service"
SERVICE_NAME: str = "tenant-service"
DESCRIPTION: str = "Multi-tenant management and subscription service"
# Database settings
DATABASE_URL: str = os.getenv("DATABASE_URL", "postgresql+asyncpg://tenant_user:tenant_pass123@tenant-db:5432/tenant_db")
# Database Configuration
DATABASE_URL: str = os.getenv("TENANT_DATABASE_URL",
"postgresql+asyncpg://tenant_user:tenant_pass123@tenant-db:5432/tenant_db")
# Redis settings
REDIS_URL: str = os.getenv("REDIS_URL", "redis://redis:6379/0")
# Redis Database (dedicated for tenant data)
REDIS_DB: int = 4
# RabbitMQ settings
RABBITMQ_URL: str = os.getenv("RABBITMQ_URL", "amqp://bakery:forecast123@rabbitmq:5672/")
# Subscription Plans
DEFAULT_PLAN: str = os.getenv("DEFAULT_PLAN", "basic")
TRIAL_PERIOD_DAYS: int = int(os.getenv("TRIAL_PERIOD_DAYS", "14"))
# Service URLs
AUTH_SERVICE_URL: str = os.getenv("AUTH_SERVICE_URL", "http://auth-service:8000")
# Plan Limits
BASIC_PLAN_LOCATIONS: int = int(os.getenv("BASIC_PLAN_LOCATIONS", "1"))
BASIC_PLAN_PREDICTIONS_PER_DAY: int = int(os.getenv("BASIC_PLAN_PREDICTIONS_PER_DAY", "100"))
BASIC_PLAN_DATA_RETENTION_DAYS: int = int(os.getenv("BASIC_PLAN_DATA_RETENTION_DAYS", "90"))
class Config:
env_file = ".env"
PREMIUM_PLAN_LOCATIONS: int = int(os.getenv("PREMIUM_PLAN_LOCATIONS", "5"))
PREMIUM_PLAN_PREDICTIONS_PER_DAY: int = int(os.getenv("PREMIUM_PLAN_PREDICTIONS_PER_DAY", "1000"))
PREMIUM_PLAN_DATA_RETENTION_DAYS: int = int(os.getenv("PREMIUM_PLAN_DATA_RETENTION_DAYS", "365"))
ENTERPRISE_PLAN_LOCATIONS: int = int(os.getenv("ENTERPRISE_PLAN_LOCATIONS", "50"))
ENTERPRISE_PLAN_PREDICTIONS_PER_DAY: int = int(os.getenv("ENTERPRISE_PLAN_PREDICTIONS_PER_DAY", "10000"))
ENTERPRISE_PLAN_DATA_RETENTION_DAYS: int = int(os.getenv("ENTERPRISE_PLAN_DATA_RETENTION_DAYS", "1095"))
# Billing Configuration
BILLING_ENABLED: bool = os.getenv("BILLING_ENABLED", "false").lower() == "true"
BILLING_CURRENCY: str = os.getenv("BILLING_CURRENCY", "EUR")
BILLING_CYCLE_DAYS: int = int(os.getenv("BILLING_CYCLE_DAYS", "30"))
# Resource Limits
MAX_API_CALLS_PER_MINUTE: int = int(os.getenv("MAX_API_CALLS_PER_MINUTE", "100"))
MAX_STORAGE_MB: int = int(os.getenv("MAX_STORAGE_MB", "1024"))
MAX_CONCURRENT_REQUESTS: int = int(os.getenv("MAX_CONCURRENT_REQUESTS", "10"))
# Spanish Business Configuration
SPANISH_TAX_RATE: float = float(os.getenv("SPANISH_TAX_RATE", "0.21")) # IVA 21%
INVOICE_LANGUAGE: str = os.getenv("INVOICE_LANGUAGE", "es")
SUPPORT_EMAIL: str = os.getenv("SUPPORT_EMAIL", "soporte@bakeryforecast.es")
# Onboarding
ONBOARDING_ENABLED: bool = os.getenv("ONBOARDING_ENABLED", "true").lower() == "true"
DEMO_DATA_ENABLED: bool = os.getenv("DEMO_DATA_ENABLED", "true").lower() == "true"
# Compliance
GDPR_COMPLIANCE_ENABLED: bool = True
DATA_EXPORT_ENABLED: bool = True
DATA_DELETION_ENABLED: bool = True
settings = Settings()
settings = TenantSettings()

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@@ -1,53 +1,65 @@
# ================================================================
# TRAINING SERVICE CONFIGURATION
# services/training/app/core/config.py
# ================================================================
"""
Training service configuration
ML model training and management
"""
from shared.config.base import BaseServiceSettings
import os
from pydantic_settings import BaseSettings
from typing import List
class Settings(BaseSettings):
"""Application settings"""
class TrainingSettings(BaseServiceSettings):
"""Training service specific settings"""
# Basic settings
# Service Identity
APP_NAME: str = "Training Service"
VERSION: str = "1.0.0"
DEBUG: bool = os.getenv("DEBUG", "False").lower() == "true"
LOG_LEVEL: str = os.getenv("LOG_LEVEL", "INFO")
SERVICE_NAME: str = "training-service"
DESCRIPTION: str = "Machine learning model training service"
# Database settings
DATABASE_URL: str = os.getenv("DATABASE_URL", "postgresql+asyncpg://training_user:training_pass123@training-db:5432/training_db")
# Database Configuration
DATABASE_URL: str = os.getenv("TRAINING_DATABASE_URL",
"postgresql+asyncpg://training_user:training_pass123@training-db:5432/training_db")
# Redis settings
REDIS_URL: str = os.getenv("REDIS_URL", "redis://redis:6379/1")
# Redis Database (dedicated for training cache)
REDIS_DB: int = 1
# RabbitMQ settings
RABBITMQ_URL: str = os.getenv("RABBITMQ_URL", "amqp://bakery:forecast123@rabbitmq:5672/")
# Service URLs
AUTH_SERVICE_URL: str = os.getenv("AUTH_SERVICE_URL", "http://auth-service:8000")
DATA_SERVICE_URL: str = os.getenv("DATA_SERVICE_URL", "http://data-service:8000")
# ML Settings
# ML Model Storage
MODEL_STORAGE_PATH: str = os.getenv("MODEL_STORAGE_PATH", "/app/models")
MODEL_BACKUP_ENABLED: bool = os.getenv("MODEL_BACKUP_ENABLED", "true").lower() == "true"
MODEL_VERSIONING_ENABLED: bool = os.getenv("MODEL_VERSIONING_ENABLED", "true").lower() == "true"
# Training Configuration
MAX_TRAINING_TIME_MINUTES: int = int(os.getenv("MAX_TRAINING_TIME_MINUTES", "30"))
MAX_CONCURRENT_TRAINING_JOBS: int = int(os.getenv("MAX_CONCURRENT_TRAINING_JOBS", "3"))
MIN_TRAINING_DATA_DAYS: int = int(os.getenv("MIN_TRAINING_DATA_DAYS", "30"))
TRAINING_BATCH_SIZE: int = int(os.getenv("TRAINING_BATCH_SIZE", "1000"))
# Prophet Settings
# Prophet Specific Configuration
PROPHET_SEASONALITY_MODE: str = os.getenv("PROPHET_SEASONALITY_MODE", "additive")
PROPHET_DAILY_SEASONALITY: bool = os.getenv("PROPHET_DAILY_SEASONALITY", "true").lower() == "true"
PROPHET_WEEKLY_SEASONALITY: bool = os.getenv("PROPHET_WEEKLY_SEASONALITY", "true").lower() == "true"
PROPHET_YEARLY_SEASONALITY: bool = os.getenv("PROPHET_YEARLY_SEASONALITY", "true").lower() == "true"
PROPHET_CHANGEPOINT_PRIOR_SCALE: float = float(os.getenv("PROPHET_CHANGEPOINT_PRIOR_SCALE", "0.05"))
PROPHET_SEASONALITY_PRIOR_SCALE: float = float(os.getenv("PROPHET_SEASONALITY_PRIOR_SCALE", "10.0"))
PROPHET_HOLIDAYS_PRIOR_SCALE: float = float(os.getenv("PROPHET_HOLIDAYS_PRIOR_SCALE", "10.0"))
# CORS
CORS_ORIGINS: str = os.getenv("CORS_ORIGINS", "http://localhost:3000,http://localhost:3001")
# Spanish Holiday Integration
ENABLE_SPANISH_HOLIDAYS: bool = True
ENABLE_MADRID_HOLIDAYS: bool = True
ENABLE_CUSTOM_HOLIDAYS: bool = os.getenv("ENABLE_CUSTOM_HOLIDAYS", "true").lower() == "true"
@property
def CORS_ORIGINS_LIST(self) -> List[str]:
"""Get CORS origins as list"""
return [origin.strip() for origin in self.CORS_ORIGINS.split(",")]
# Data Processing
DATA_PREPROCESSING_ENABLED: bool = True
OUTLIER_DETECTION_ENABLED: bool = os.getenv("OUTLIER_DETECTION_ENABLED", "true").lower() == "true"
SEASONAL_DECOMPOSITION_ENABLED: bool = os.getenv("SEASONAL_DECOMPOSITION_ENABLED", "true").lower() == "true"
class Config:
env_file = ".env"
# Model Validation
CROSS_VALIDATION_ENABLED: bool = os.getenv("CROSS_VALIDATION_ENABLED", "true").lower() == "true"
VALIDATION_SPLIT_RATIO: float = float(os.getenv("VALIDATION_SPLIT_RATIO", "0.2"))
MIN_MODEL_ACCURACY: float = float(os.getenv("MIN_MODEL_ACCURACY", "0.7"))
# Distributed Training (for future scaling)
DISTRIBUTED_TRAINING_ENABLED: bool = os.getenv("DISTRIBUTED_TRAINING_ENABLED", "false").lower() == "true"
TRAINING_WORKER_COUNT: int = int(os.getenv("TRAINING_WORKER_COUNT", "1"))
settings = Settings()
settings = TrainingSettings()