Refactor all main.py

HEALTH_CHECKS.md

@@ -0,0 +1,281 @@
+# Unified Health Check System
+
+This document describes the unified health check system implemented across all microservices in the bakery-ia platform.
+
+## Overview
+
+The unified health check system provides standardized health monitoring endpoints across all services, with comprehensive database verification, Kubernetes integration, and detailed health reporting.
+
+## Key Features
+
+- **Standardized Endpoints**: All services now provide the same health check endpoints
+- **Database Verification**: Comprehensive database health checks including table existence verification
+- **Kubernetes Integration**: Proper separation of liveness and readiness probes
+- **Detailed Reporting**: Rich health status information for debugging and monitoring
+- **App State Integration**: Health checks automatically detect service ready state
+
+## Health Check Endpoints
+
+### `/health` - Basic Health Check
+- **Purpose**: Basic service health status
+- **Use Case**: General health monitoring, API gateways
+- **Response**: Service name, version, status, and timestamp
+- **Status Codes**: 200 (healthy/starting)
+
+### `/health/ready` - Kubernetes Readiness Probe
+- **Purpose**: Indicates if service is ready to receive traffic
+- **Use Case**: Kubernetes readiness probe, load balancer health checks
+- **Checks**: Application state, database connectivity, table verification, custom checks
+- **Status Codes**: 200 (ready), 503 (not ready)
+
+### `/health/live` - Kubernetes Liveness Probe
+- **Purpose**: Indicates if service is alive and should not be restarted
+- **Use Case**: Kubernetes liveness probe
+- **Response**: Simple alive status
+- **Status Codes**: 200 (alive)
+
+### `/health/database` - Detailed Database Health
+- **Purpose**: Comprehensive database health information for debugging
+- **Use Case**: Database monitoring, troubleshooting
+- **Checks**: Connectivity, table existence, connection pool status, response times
+- **Status Codes**: 200 (healthy), 503 (unhealthy)
+
+## Implementation
+
+### Services Updated
+
+The following services have been updated to use the unified health check system:
+
+1. **Training Service** (`training-service`)
+   - Full implementation with database manager integration
+   - Table verification for ML training tables
+   - Expected tables: `model_training_logs`, `trained_models`, `model_performance_metrics`, `training_job_queue`, `model_artifacts`
+
+2. **Orders Service** (`orders-service`)
+   - Legacy database integration with custom health checks
+   - Expected tables: `customers`, `customer_contacts`, `customer_orders`, `order_items`, `order_status_history`, `procurement_plans`, `procurement_requirements`
+
+3. **Inventory Service** (`inventory-service`)
+   - Full database manager integration
+   - Food safety and inventory table verification
+   - Expected tables: `ingredients`, `stock`, `stock_movements`, `product_transformations`, `stock_alerts`, `food_safety_compliance`, `temperature_logs`, `food_safety_alerts`
+
+### Code Integration
+
+#### Basic Setup
+```python
+from shared.monitoring.health_checks import setup_fastapi_health_checks
+
+# Setup unified health checks
+health_manager = setup_fastapi_health_checks(
+    app=app,
+    service_name="my-service",
+    version="1.0.0",
+    database_manager=database_manager,
+    expected_tables=['table1', 'table2'],
+    custom_checks={"custom_check": custom_check_function}
+)
+```
+
+#### With Custom Checks
+```python
+async def custom_health_check():
+    """Custom health check function"""
+    return await some_service_check()
+
+health_manager = setup_fastapi_health_checks(
+    app=app,
+    service_name="my-service",
+    version="1.0.0",
+    database_manager=database_manager,
+    expected_tables=['table1', 'table2'],
+    custom_checks={"external_service": custom_health_check}
+)
+```
+
+#### Service Ready State
+```python
+# In your lifespan function
+async def lifespan(app: FastAPI):
+    # Startup logic
+    await initialize_service()
+
+    # Mark service as ready
+    app.state.ready = True
+
+    yield
+
+    # Shutdown logic
+```
+
+## Kubernetes Configuration
+
+### Updated Probe Configuration
+
+The microservice template and specific service configurations have been updated to use the new endpoints:
+
+```yaml
+livenessProbe:
+  httpGet:
+    path: /health/live
+    port: 8000
+  initialDelaySeconds: 30
+  timeoutSeconds: 5
+  periodSeconds: 10
+  failureThreshold: 3
+
+readinessProbe:
+  httpGet:
+    path: /health/ready
+    port: 8000
+  initialDelaySeconds: 15
+  timeoutSeconds: 3
+  periodSeconds: 5
+  failureThreshold: 5
+```
+
+### Key Changes from Previous Configuration
+
+1. **Liveness Probe**: Now uses `/health/live` instead of `/health`
+2. **Readiness Probe**: Now uses `/health/ready` instead of `/health`
+3. **Improved Timing**: Adjusted timeouts and failure thresholds for better reliability
+4. **Separate Concerns**: Liveness and readiness are now properly separated
+
+## Health Check Response Examples
+
+### Basic Health Check Response
+```json
+{
+  "status": "healthy",
+  "service": "training-service",
+  "version": "1.0.0",
+  "timestamp": "2025-01-27T10:30:00Z"
+}
+```
+
+### Readiness Check Response (Ready)
+```json
+{
+  "status": "ready",
+  "checks": {
+    "application": true,
+    "database_connectivity": true,
+    "database_tables": true
+  },
+  "database": {
+    "status": "healthy",
+    "tables_verified": ["model_training_logs", "trained_models"],
+    "missing_tables": [],
+    "errors": []
+  }
+}
+```
+
+### Database Health Response
+```json
+{
+  "status": "healthy",
+  "connectivity": true,
+  "tables_exist": true,
+  "tables_verified": ["model_training_logs", "trained_models"],
+  "missing_tables": [],
+  "errors": [],
+  "connection_info": {
+    "service_name": "training-service",
+    "database_type": "postgresql",
+    "pool_size": 20,
+    "current_checked_out": 2
+  },
+  "response_time_ms": 15.23
+}
+```
+
+## Testing
+
+### Manual Testing
+```bash
+# Test all endpoints for a running service
+curl http://localhost:8000/health
+curl http://localhost:8000/health/ready
+curl http://localhost:8000/health/live
+curl http://localhost:8000/health/database
+```
+
+### Automated Testing
+Use the provided test script:
+```bash
+python test_unified_health_checks.py
+```
+
+## Migration Guide
+
+### For Existing Services
+
+1. **Add Health Check Import**:
+   ```python
+   from shared.monitoring.health_checks import setup_fastapi_health_checks
+   ```
+
+2. **Add Database Manager Import** (if using shared database):
+   ```python
+   from app.core.database import database_manager
+   ```
+
+3. **Setup Health Checks** (after app creation, before router inclusion):
+   ```python
+   health_manager = setup_fastapi_health_checks(
+       app=app,
+       service_name="your-service-name",
+       version=settings.VERSION,
+       database_manager=database_manager,
+       expected_tables=["table1", "table2"]
+   )
+   ```
+
+4. **Remove Old Health Endpoints**:
+   Remove any existing `@app.get("/health")` endpoints
+
+5. **Add Ready State Management**:
+   ```python
+   # In lifespan function after successful startup
+   app.state.ready = True
+   ```
+
+6. **Update Kubernetes Configuration**:
+   Update deployment YAML to use new probe endpoints
+
+### For Services Using Legacy Database
+
+If your service doesn't use the shared database manager:
+
+```python
+async def legacy_database_check():
+    """Custom health check for legacy database"""
+    return await your_db_health_check()
+
+health_manager = setup_fastapi_health_checks(
+    app=app,
+    service_name="your-service",
+    version=settings.VERSION,
+    database_manager=None,
+    expected_tables=None,
+    custom_checks={"legacy_database": legacy_database_check}
+)
+```
+
+## Benefits
+
+1. **Consistency**: All services now provide the same health check interface
+2. **Better Kubernetes Integration**: Proper separation of liveness and readiness concerns
+3. **Enhanced Debugging**: Detailed health information for troubleshooting
+4. **Database Verification**: Comprehensive database health checks including table verification
+5. **Monitoring Ready**: Rich health status information for monitoring systems
+6. **Maintainability**: Centralized health check logic reduces code duplication
+
+## Future Enhancements
+
+1. **Metrics Integration**: Add Prometheus metrics for health check performance
+2. **Circuit Breaker**: Implement circuit breaker pattern for external service checks
+3. **Health Check Dependencies**: Add dependency health checks between services
+4. **Performance Thresholds**: Add configurable performance thresholds for health checks
+5. **Health Check Scheduling**: Add scheduled background health checks

gateway/requirements.txt

@@ -15,3 +15,5 @@ pytz==2023.3
 python-logstash==0.4.8
 structlog==23.2.0
 websockets==12.0
+sqlalchemy==2.0.23
+asyncpg==0.29.0

infrastructure/kubernetes/base/components/auth/auth-service.yaml

@@ -57,7 +57,7 @@ spec:
             cpu: "500m"
         livenessProbe:
           httpGet:
-            path: /health
+            path: /health/live
             port: 8000
           initialDelaySeconds: 30
           timeoutSeconds: 5
@@ -65,12 +65,12 @@ spec:
           failureThreshold: 3
         readinessProbe:
           httpGet:
-            path: /health
+            path: /health/ready
             port: 8000
-          initialDelaySeconds: 5
+          initialDelaySeconds: 15
-          timeoutSeconds: 1
+          timeoutSeconds: 3
           periodSeconds: 5
-          failureThreshold: 3
+          failureThreshold: 5
 
 ---
 apiVersion: v1

infrastructure/kubernetes/base/components/external/external-service.yaml

@@ -57,7 +57,7 @@ spec:
             cpu: "500m"
         livenessProbe:
           httpGet:
-            path: /health
+            path: /health/live
             port: 8000
           initialDelaySeconds: 30
           timeoutSeconds: 5
@@ -65,12 +65,12 @@ spec:
           failureThreshold: 3
         readinessProbe:
           httpGet:
-            path: /health
+            path: /health/ready
             port: 8000
-          initialDelaySeconds: 5
+          initialDelaySeconds: 15
-          timeoutSeconds: 1
+          timeoutSeconds: 3
           periodSeconds: 5
-          failureThreshold: 3
+          failureThreshold: 5
 
 ---
 apiVersion: v1

infrastructure/kubernetes/base/components/forecasting/forecasting-service.yaml

@@ -57,7 +57,7 @@ spec:
             cpu: "500m"
         livenessProbe:
           httpGet:
-            path: /health
+            path: /health/live
             port: 8000
           initialDelaySeconds: 30
           timeoutSeconds: 5
@@ -65,12 +65,12 @@ spec:
           failureThreshold: 3
         readinessProbe:
           httpGet:
-            path: /health
+            path: /health/ready
             port: 8000
-          initialDelaySeconds: 5
+          initialDelaySeconds: 15
-          timeoutSeconds: 1
+          timeoutSeconds: 3
           periodSeconds: 5
-          failureThreshold: 3
+          failureThreshold: 5
 
 ---
 apiVersion: v1

infrastructure/kubernetes/base/components/inventory/inventory-service.yaml

@@ -57,7 +57,7 @@ spec:
             cpu: "500m"
         livenessProbe:
           httpGet:
-            path: /health
+            path: /health/live
             port: 8000
           initialDelaySeconds: 30
           timeoutSeconds: 5
@@ -65,12 +65,12 @@ spec:
           failureThreshold: 3
         readinessProbe:
           httpGet:
-            path: /health
+            path: /health/ready
             port: 8000
-          initialDelaySeconds: 5
+          initialDelaySeconds: 15
-          timeoutSeconds: 1
+          timeoutSeconds: 3
           periodSeconds: 5
-          failureThreshold: 3
+          failureThreshold: 5
 
 ---
 apiVersion: v1

infrastructure/kubernetes/base/components/microservice-template.yaml

@@ -115,7 +115,7 @@ spec:
             cpu: "500m"
         livenessProbe:
           httpGet:
-            path: /health
+            path: /health/live
             port: 8000
           initialDelaySeconds: 30
           timeoutSeconds: 5
@@ -123,12 +123,12 @@ spec:
           failureThreshold: 3
         readinessProbe:
           httpGet:
-            path: /health
+            path: /health/ready
             port: 8000
-          initialDelaySeconds: 5
+          initialDelaySeconds: 15
-          timeoutSeconds: 1
+          timeoutSeconds: 3
           periodSeconds: 5
-          failureThreshold: 3
+          failureThreshold: 5
 
 ---
 apiVersion: v1

infrastructure/kubernetes/base/components/notification/notification-service.yaml

@@ -57,7 +57,7 @@ spec:
             cpu: "500m"
         livenessProbe:
           httpGet:
-            path: /health
+            path: /health/live
             port: 8000
           initialDelaySeconds: 30
           timeoutSeconds: 5
@@ -65,12 +65,12 @@ spec:
           failureThreshold: 3
         readinessProbe:
           httpGet:
-            path: /health
+            path: /health/ready
             port: 8000
-          initialDelaySeconds: 5
+          initialDelaySeconds: 15
-          timeoutSeconds: 1
+          timeoutSeconds: 3
           periodSeconds: 5
-          failureThreshold: 3
+          failureThreshold: 5
 
 ---
 apiVersion: v1

infrastructure/kubernetes/base/components/orders/orders-service.yaml

@@ -57,7 +57,7 @@ spec:
             cpu: "500m"
         livenessProbe:
           httpGet:
-            path: /health
+            path: /health/live
             port: 8000
           initialDelaySeconds: 30
           timeoutSeconds: 5
@@ -65,12 +65,12 @@ spec:
           failureThreshold: 3
         readinessProbe:
           httpGet:
-            path: /health
+            path: /health/ready
             port: 8000
-          initialDelaySeconds: 5
+          initialDelaySeconds: 15
-          timeoutSeconds: 1
+          timeoutSeconds: 3
           periodSeconds: 5
-          failureThreshold: 3
+          failureThreshold: 5
 
 ---
 apiVersion: v1

infrastructure/kubernetes/base/components/pos/pos-service.yaml

@@ -57,7 +57,7 @@ spec:
             cpu: "500m"
         livenessProbe:
           httpGet:
-            path: /health
+            path: /health/live
             port: 8000
           initialDelaySeconds: 30
           timeoutSeconds: 5
@@ -65,12 +65,12 @@ spec:
           failureThreshold: 3
         readinessProbe:
           httpGet:
-            path: /health
+            path: /health/ready
             port: 8000
-          initialDelaySeconds: 5
+          initialDelaySeconds: 15
-          timeoutSeconds: 1
+          timeoutSeconds: 3
           periodSeconds: 5
-          failureThreshold: 3
+          failureThreshold: 5
 
 ---
 apiVersion: v1

infrastructure/kubernetes/base/components/production/production-service.yaml

@@ -57,7 +57,7 @@ spec:
             cpu: "500m"
         livenessProbe:
           httpGet:
-            path: /health
+            path: /health/live
             port: 8000
           initialDelaySeconds: 30
           timeoutSeconds: 5
@@ -65,12 +65,12 @@ spec:
           failureThreshold: 3
         readinessProbe:
           httpGet:
-            path: /health
+            path: /health/ready
             port: 8000
-          initialDelaySeconds: 5
+          initialDelaySeconds: 15
-          timeoutSeconds: 1
+          timeoutSeconds: 3
           periodSeconds: 5
-          failureThreshold: 3
+          failureThreshold: 5
 
 ---
 apiVersion: v1

infrastructure/kubernetes/base/components/recipes/recipes-service.yaml

@@ -57,7 +57,7 @@ spec:
             cpu: "500m"
         livenessProbe:
           httpGet:
-            path: /health
+            path: /health/live
             port: 8000
           initialDelaySeconds: 30
           timeoutSeconds: 5
@@ -65,12 +65,12 @@ spec:
           failureThreshold: 3
         readinessProbe:
           httpGet:
-            path: /health
+            path: /health/ready
             port: 8000
-          initialDelaySeconds: 5
+          initialDelaySeconds: 15
-          timeoutSeconds: 1
+          timeoutSeconds: 3
           periodSeconds: 5
-          failureThreshold: 3
+          failureThreshold: 5
 
 ---
 apiVersion: v1

infrastructure/kubernetes/base/components/sales/sales-service.yaml

@@ -57,7 +57,7 @@ spec:
             cpu: "500m"
         livenessProbe:
           httpGet:
-            path: /health
+            path: /health/live
             port: 8000
           initialDelaySeconds: 30
           timeoutSeconds: 5
@@ -65,12 +65,12 @@ spec:
           failureThreshold: 3
         readinessProbe:
           httpGet:
-            path: /health
+            path: /health/ready
             port: 8000
-          initialDelaySeconds: 5
+          initialDelaySeconds: 15
-          timeoutSeconds: 1
+          timeoutSeconds: 3
           periodSeconds: 5
-          failureThreshold: 3
+          failureThreshold: 5
 
 ---
 apiVersion: v1

infrastructure/kubernetes/base/components/suppliers/suppliers-service.yaml

@@ -57,7 +57,7 @@ spec:
             cpu: "500m"
         livenessProbe:
           httpGet:
-            path: /health
+            path: /health/live
             port: 8000
           initialDelaySeconds: 30
           timeoutSeconds: 5
@@ -65,12 +65,12 @@ spec:
           failureThreshold: 3
         readinessProbe:
           httpGet:
-            path: /health
+            path: /health/ready
             port: 8000
-          initialDelaySeconds: 5
+          initialDelaySeconds: 15
-          timeoutSeconds: 1
+          timeoutSeconds: 3
           periodSeconds: 5
-          failureThreshold: 3
+          failureThreshold: 5
 
 ---
 apiVersion: v1

infrastructure/kubernetes/base/components/tenant/tenant-service.yaml

@@ -57,7 +57,7 @@ spec:
             cpu: "500m"
         livenessProbe:
           httpGet:
-            path: /health
+            path: /health/live
             port: 8000
           initialDelaySeconds: 30
           timeoutSeconds: 5
@@ -65,12 +65,12 @@ spec:
           failureThreshold: 3
         readinessProbe:
           httpGet:
-            path: /health
+            path: /health/ready
             port: 8000
-          initialDelaySeconds: 5
+          initialDelaySeconds: 15
-          timeoutSeconds: 1
+          timeoutSeconds: 3
           periodSeconds: 5
-          failureThreshold: 3
+          failureThreshold: 5
 
 ---
 apiVersion: v1

infrastructure/kubernetes/base/components/training/training-service.yaml

@@ -65,7 +65,7 @@ spec:
             cpu: "2000m"
         livenessProbe:
           httpGet:
-            path: /health
+            path: /health/live
             port: 8000
           initialDelaySeconds: 60
           timeoutSeconds: 30
@@ -73,12 +73,12 @@ spec:
           failureThreshold: 5
         readinessProbe:
           httpGet:
-            path: /health
+            path: /health/ready
             port: 8000
-          initialDelaySeconds: 15
+          initialDelaySeconds: 30
-          timeoutSeconds: 10
+          timeoutSeconds: 15
           periodSeconds: 15
-          failureThreshold: 3
+          failureThreshold: 5
       volumes:
       - name: training-state
         persistentVolumeClaim:

services/auth/app/main.py

@@ -1,180 +1,120 @@
 """
-Authentication Service Main Application - Fixed middleware issue
+Authentication Service Main Application
 """
 
-import structlog
+from fastapi import FastAPI
-from fastapi import FastAPI, Request
-from fastapi.middleware.cors import CORSMiddleware
-from fastapi.responses import JSONResponse
-from contextlib import asynccontextmanager
-
 from app.core.config import settings
-from app.core.database import engine, create_tables
+from app.core.database import database_manager
 from app.api import auth, users, onboarding
 from app.services.messaging import setup_messaging, cleanup_messaging
-from shared.monitoring import setup_logging, HealthChecker
+from shared.service_base import StandardFastAPIService
-from shared.monitoring.metrics import setup_metrics_early
 
-# Setup logging first
-setup_logging("auth-service", settings.LOG_LEVEL)
-logger = structlog.get_logger()
 
-# Global variables for lifespan access
+class AuthService(StandardFastAPIService):
-metrics_collector = None
+    """Authentication Service with standardized setup"""
-health_checker = None
 
-# Create FastAPI app FIRST
+    def __init__(self):
-app = FastAPI(
+        # Define expected database tables for health checks
-    title="Authentication Service",
+        auth_expected_tables = [
-    description="Handles user authentication and authorization for bakery forecasting platform",
+            'users', 'refresh_tokens', 'user_onboarding_progress',
-    version="1.0.0",
+            'user_onboarding_summary', 'login_attempts'
+        ]
+
+        # Define custom metrics for auth service
+        auth_custom_metrics = {
+            "registration_total": {
+                "type": "counter",
+                "description": "Total user registrations by status",
+                "labels": ["status"]
+            },
+            "login_success_total": {
+                "type": "counter",
+                "description": "Total successful user logins"
+            },
+            "login_failure_total": {
+                "type": "counter",
+                "description": "Total failed user logins by reason",
+                "labels": ["reason"]
+            },
+            "token_refresh_total": {
+                "type": "counter",
+                "description": "Total token refreshes by status",
+                "labels": ["status"]
+            },
+            "token_verify_total": {
+                "type": "counter",
+                "description": "Total token verifications by status",
+                "labels": ["status"]
+            },
+            "logout_total": {
+                "type": "counter",
+                "description": "Total user logouts by status",
+                "labels": ["status"]
+            },
+            "registration_duration_seconds": {
+                "type": "histogram",
+                "description": "Registration request duration"
+            },
+            "login_duration_seconds": {
+                "type": "histogram",
+                "description": "Login request duration"
+            },
+            "token_refresh_duration_seconds": {
+                "type": "histogram",
+                "description": "Token refresh duration"
+            }
+        }
+
+        super().__init__(
+            service_name="auth-service",
+            app_name="Authentication Service",
+            description="Handles user authentication and authorization for bakery forecasting platform",
+            version="1.0.0",
+            log_level=settings.LOG_LEVEL,
+            api_prefix="/api/v1",
+            database_manager=database_manager,
+            expected_tables=auth_expected_tables,
+            enable_messaging=True,
+            custom_metrics=auth_custom_metrics
+        )
+
+    async def _setup_messaging(self):
+        """Setup messaging for auth service"""
+        await setup_messaging()
+        self.logger.info("Messaging setup complete")
+
+    async def _cleanup_messaging(self):
+        """Cleanup messaging for auth service"""
+        await cleanup_messaging()
+
+    async def on_shutdown(self, app: FastAPI):
+        """Custom shutdown logic for auth service"""
+        self.logger.info("Authentication Service shutdown complete")
+
+    def get_service_features(self):
+        """Return auth-specific features"""
+        return [
+            "user_authentication",
+            "token_management",
+            "user_onboarding",
+            "role_based_access",
+            "messaging_integration"
+        ]
+
+
+# Create service instance
+service = AuthService()
+
+# Create FastAPI app with standardized setup
+app = service.create_app(
     docs_url="/docs",
     redoc_url="/redoc"
 )
 
-# Setup metrics BEFORE any middleware and BEFORE lifespan
+# Setup standard endpoints
-# This must happen before the app starts
+service.setup_standard_endpoints()
-metrics_collector = setup_metrics_early(app, "auth-service")
 
-@asynccontextmanager
+# Include routers with specific configurations
-async def lifespan(app: FastAPI):
+service.add_router(auth.router, prefix="/api/v1/auth", tags=["authentication"])
-    """Application lifespan events - NO MIDDLEWARE ADDED HERE"""
+service.add_router(users.router, prefix="/api/v1/users", tags=["users"])
-    global health_checker
+service.add_router(onboarding.router, prefix="/api/v1/users", tags=["onboarding"])
-    
-    # Startup
-    logger.info("Starting Authentication Service...")
-    
-    try:
-        # Create database tables
-        await create_tables()
-        logger.info("Database tables created")
-        
-        # Setup messaging
-        await setup_messaging()
-        logger.info("Messaging setup complete")
-        
-        # Register custom metrics (metrics_collector already exists)
-        metrics_collector.register_counter(
-            "registration_total",
-            "Total user registrations by status",
-            labels=["status"] # Add this line
-        )
-        metrics_collector.register_counter(
-            "login_success_total",
-            "Total successful user logins"
-        )
-        metrics_collector.register_counter(
-            "login_failure_total",
-            "Total failed user logins by reason",
-            labels=["reason"] # Add this line, based on auth.py usage
-        )
-        metrics_collector.register_counter(
-            "token_refresh_total",
-            "Total token refreshes by status",
-            labels=["status"] # Add this line
-        )
-        metrics_collector.register_counter(
-            "token_verify_total",
-            "Total token verifications by status",
-            labels=["status"] # Add this line
-        )
-        metrics_collector.register_counter(
-            "logout_total",
-            "Total user logouts by status",
-            labels=["status"] # Add this line
-        )
-        metrics_collector.register_counter("errors_total", "Total errors", labels=["type"]) # Add this line
-        metrics_collector.register_histogram("registration_duration_seconds", "Registration request duration")
-        metrics_collector.register_histogram("login_duration_seconds", "Login request duration")
-        metrics_collector.register_histogram("token_refresh_duration_seconds", "Token refresh duration")
-        
-        # Setup health checker
-        health_checker = HealthChecker("auth-service")
-        
-        # Add database health check
-        async def check_database():
-            try:
-                from app.core.database import get_db
-                from sqlalchemy import text
-                async for db in get_db():
-                    await db.execute(text("SELECT 1"))
-                    return True
-            except Exception as e:
-                return f"Database error: {e}"
-        
-        health_checker.add_check("database", check_database, timeout=5.0, critical=True)
-        
-        # Add messaging health check
-        def check_messaging():
-            try:
-                # Add your messaging health check logic here
-                return True
-            except Exception as e:
-                return f"Messaging error: {e}"
-        
-        health_checker.add_check("messaging", check_messaging, timeout=3.0, critical=False)
-        
-        # Store health checker in app state
-        app.state.health_checker = health_checker
-        
-        logger.info("Authentication Service started successfully")
-        
-    except Exception as e:
-        logger.error(f"Failed to start Authentication Service: {e}")
-        raise
-    
-    yield
-    
-    # Shutdown
-    logger.info("Shutting down Authentication Service...")
-    try:
-        await cleanup_messaging()
-        await engine.dispose()
-        logger.info("Authentication Service shutdown complete")
-    except Exception as e:
-        logger.error(f"Error during shutdown: {e}")
-
-# Set lifespan AFTER metrics setup
-app.router.lifespan_context = lifespan
-
-# CORS middleware (added after metrics setup)
-app.add_middleware(
-    CORSMiddleware,
-    allow_origins=["*"],  # Configure properly for production
-    allow_credentials=True,
-    allow_methods=["*"],
-    allow_headers=["*"],
-)
-
-# Include routers
-app.include_router(auth.router, prefix="/api/v1/auth", tags=["authentication"])
-app.include_router(users.router, prefix="/api/v1/users", tags=["users"])
-app.include_router(onboarding.router, prefix="/api/v1/users", tags=["onboarding"])
-
-# Health check endpoint with comprehensive checks
-@app.get("/health")
-async def health_check():
-    """Comprehensive health check endpoint"""
-    if health_checker:
-        return await health_checker.check_health()
-    else:
-        return {
-            "service": "auth-service",
-            "status": "healthy",
-            "version": "1.0.0"
-        }
-
-# Exception handlers
-@app.exception_handler(Exception)
-async def global_exception_handler(request: Request, exc: Exception):
-    """Global exception handler with metrics"""
-    logger.error(f"Unhandled exception: {exc}", exc_info=True)
-    
-    # Record error metric if available
-    if metrics_collector:
-        metrics_collector.increment_counter("errors_total", labels={"type": "unhandled"})
-    
-    return JSONResponse(
-        status_code=500,
-        content={"detail": "Internal server error"}
-    )

services/external/app/main.py

@@ -3,184 +3,158 @@
 External Service Main Application
 """
 
-import structlog
+from fastapi import FastAPI
-from contextlib import asynccontextmanager
-from fastapi import FastAPI, Request
-from fastapi.middleware.cors import CORSMiddleware
-from fastapi.responses import JSONResponse
-
 from app.core.config import settings
-from app.core.database import init_db, close_db
+from app.core.database import database_manager
-from shared.monitoring import setup_logging, HealthChecker
+from app.services.messaging import setup_messaging, cleanup_messaging
-from shared.monitoring.metrics import setup_metrics_early
+from shared.service_base import StandardFastAPIService
-
-# Setup logging first
-setup_logging("external-service", settings.LOG_LEVEL)
-logger = structlog.get_logger()
-
-# Global variables for lifespan access
-metrics_collector = None
-health_checker = None
-
-# Create FastAPI app FIRST
-app = FastAPI(
-    title="Bakery External Data Service",
-    description="External data collection service for weather, traffic, and events data",
-    version="1.0.0"
-)
-
-# Setup metrics BEFORE any middleware and BEFORE lifespan
-metrics_collector = setup_metrics_early(app, "external-service")
-
-@asynccontextmanager
-async def lifespan(app: FastAPI):
-    """Application lifespan events"""
-    global health_checker
-    
-    # Startup
-    logger.info("Starting External Service...")
-    
-    try:
-        # Initialize database
-        await init_db()
-        logger.info("Database initialized")
-        
-        # Register custom metrics
-        metrics_collector.register_counter("weather_api_calls_total", "Total weather API calls")
-        metrics_collector.register_counter("weather_api_success_total", "Successful weather API calls")
-        metrics_collector.register_counter("weather_api_failures_total", "Failed weather API calls")
-        
-        metrics_collector.register_counter("traffic_api_calls_total", "Total traffic API calls")
-        metrics_collector.register_counter("traffic_api_success_total", "Successful traffic API calls")
-        metrics_collector.register_counter("traffic_api_failures_total", "Failed traffic API calls")
-        
-        metrics_collector.register_counter("data_collection_jobs_total", "Data collection jobs")
-        metrics_collector.register_counter("data_records_stored_total", "Data records stored")
-        metrics_collector.register_counter("data_quality_issues_total", "Data quality issues detected")
-        
-        metrics_collector.register_histogram("weather_api_duration_seconds", "Weather API call duration")
-        metrics_collector.register_histogram("traffic_api_duration_seconds", "Traffic API call duration")
-        metrics_collector.register_histogram("data_collection_duration_seconds", "Data collection job duration")
-        metrics_collector.register_histogram("data_processing_duration_seconds", "Data processing duration")
-        
-        # Setup health checker
-        health_checker = HealthChecker("external-service")
-        
-        # Add database health check
-        async def check_database():
-            try:
-                from app.core.database import get_db
-                from sqlalchemy import text
-                async for db in get_db():
-                    await db.execute(text("SELECT 1"))
-                    return True
-            except Exception as e:
-                return f"Database error: {e}"
-        
-        # Add external API health checks
-        async def check_weather_api():
-            try:
-                # Simple connectivity check
-                if settings.AEMET_API_KEY:
-                    return True
-                else:
-                    return "AEMET API key not configured"
-            except Exception as e:
-                return f"Weather API error: {e}"
-        
-        async def check_traffic_api():
-            try:
-                # Simple connectivity check
-                if settings.MADRID_OPENDATA_API_KEY:
-                    return True
-                else:
-                    return "Madrid Open Data API key not configured"
-            except Exception as e:
-                return f"Traffic API error: {e}"
-        
-        health_checker.add_check("database", check_database, timeout=5.0, critical=True)
-        health_checker.add_check("weather_api", check_weather_api, timeout=10.0, critical=False)
-        health_checker.add_check("traffic_api", check_traffic_api, timeout=10.0, critical=False)
-        
-        # Store health checker in app state
-        app.state.health_checker = health_checker
-        
-        logger.info("External Service started successfully")
-        
-    except Exception as e:
-        logger.error(f"Failed to start External Service: {e}")
-        raise
-    
-    yield
-    
-    # Shutdown
-    logger.info("Shutting down External Service...")
-    await close_db()
-
-# Set lifespan AFTER metrics setup
-app.router.lifespan_context = lifespan
-
-# CORS middleware (added after metrics setup)
-app.add_middleware(
-    CORSMiddleware,
-    allow_origins=settings.CORS_ORIGINS,
-    allow_credentials=True,
-    allow_methods=["*"],
-    allow_headers=["*"],
-)
-
 # Include routers
 from app.api.weather import router as weather_router
 from app.api.traffic import router as traffic_router
-app.include_router(weather_router, prefix="/api/v1", tags=["weather"])
-app.include_router(traffic_router, prefix="/api/v1", tags=["traffic"])
 
-# Health check endpoint
+
-@app.get("/health")
+class ExternalService(StandardFastAPIService):
-async def health_check():
+    """External Data Service with standardized setup"""
-    """Comprehensive health check endpoint"""
+
-    if health_checker:
+    def __init__(self):
-        return await health_checker.check_health()
+        # Define expected database tables for health checks
-    else:
+        external_expected_tables = [
-        return {
+            'weather_data', 'weather_forecasts', 'traffic_data',
-            "service": "external-service",
+            'traffic_measurement_points', 'traffic_background_jobs'
-            "status": "healthy",
+        ]
-            "version": "1.0.0"
+
+        # Define custom API checks
+        async def check_weather_api():
+            """Check weather API configuration"""
+            try:
+                return bool(settings.AEMET_API_KEY)
+            except Exception as e:
+                self.logger.error("Weather API check failed", error=str(e))
+                return False
+
+        async def check_traffic_api():
+            """Check traffic API configuration"""
+            try:
+                return bool(settings.MADRID_OPENDATA_API_KEY)
+            except Exception as e:
+                self.logger.error("Traffic API check failed", error=str(e))
+                return False
+
+        # Define custom metrics for external service
+        external_custom_metrics = {
+            "weather_api_calls_total": {
+                "type": "counter",
+                "description": "Total weather API calls"
+            },
+            "weather_api_success_total": {
+                "type": "counter",
+                "description": "Successful weather API calls"
+            },
+            "weather_api_failures_total": {
+                "type": "counter",
+                "description": "Failed weather API calls"
+            },
+            "traffic_api_calls_total": {
+                "type": "counter",
+                "description": "Total traffic API calls"
+            },
+            "traffic_api_success_total": {
+                "type": "counter",
+                "description": "Successful traffic API calls"
+            },
+            "traffic_api_failures_total": {
+                "type": "counter",
+                "description": "Failed traffic API calls"
+            },
+            "data_collection_jobs_total": {
+                "type": "counter",
+                "description": "Data collection jobs"
+            },
+            "data_records_stored_total": {
+                "type": "counter",
+                "description": "Data records stored"
+            },
+            "data_quality_issues_total": {
+                "type": "counter",
+                "description": "Data quality issues detected"
+            },
+            "weather_api_duration_seconds": {
+                "type": "histogram",
+                "description": "Weather API call duration"
+            },
+            "traffic_api_duration_seconds": {
+                "type": "histogram",
+                "description": "Traffic API call duration"
+            },
+            "data_collection_duration_seconds": {
+                "type": "histogram",
+                "description": "Data collection job duration"
+            },
+            "data_processing_duration_seconds": {
+                "type": "histogram",
+                "description": "Data processing duration"
+            }
         }
 
-# Root endpoint
+        super().__init__(
-@app.get("/")
+            service_name="external-service",
-async def root():
+            app_name="Bakery External Data Service",
-    """Root endpoint"""
+            description="External data collection service for weather, traffic, and events data",
-    return {
+            version="1.0.0",
-        "service": "External Data Service",
+            log_level=settings.LOG_LEVEL,
-        "version": "1.0.0",
+            cors_origins=settings.CORS_ORIGINS,
-        "status": "running",
+            api_prefix="/api/v1",
-        "endpoints": {
+            database_manager=database_manager,
-            "health": "/health",
+            expected_tables=external_expected_tables,
-            "docs": "/docs",
+            custom_health_checks={
-            "weather": "/api/v1/weather",
+                "weather_api": check_weather_api,
-            "traffic": "/api/v1/traffic",
+                "traffic_api": check_traffic_api
-            "jobs": "/api/v1/jobs"
+            },
-        },
+            custom_metrics=external_custom_metrics,
-        "data_sources": {
+            enable_messaging=True
-            "weather": "AEMET (Spanish Weather Service)",
+        )
-            "traffic": "Madrid Open Data Portal",
-            "coverage": "Madrid, Spain"
-        }
-    }
 
-# Exception handlers
+    async def _setup_messaging(self):
-@app.exception_handler(Exception)
+        """Setup messaging for external service"""
-async def global_exception_handler(request: Request, exc: Exception):
+        await setup_messaging()
-    """Global exception handler with metrics"""
+        self.logger.info("External service messaging initialized")
-    logger.error(f"Unhandled exception: {exc}", exc_info=True)
 
-    # Record error metric if available
+    async def _cleanup_messaging(self):
-    if metrics_collector:
+        """Cleanup messaging for external service"""
-        metrics_collector.increment_counter("errors_total", labels={"type": "unhandled"})
+        await cleanup_messaging()
 
-    return JSONResponse(
+    async def on_startup(self, app: FastAPI):
-        status_code=500,
+        """Custom startup logic for external service"""
-        content={"detail": "Internal server error"}
+        pass
-    )
+
+    async def on_shutdown(self, app: FastAPI):
+        """Custom shutdown logic for external service"""
+        # Database cleanup is handled by the base class
+        pass
+
+    def get_service_features(self):
+        """Return external-specific features"""
+        return [
+            "weather_data_collection",
+            "traffic_data_collection",
+            "aemet_integration",
+            "madrid_opendata_integration",
+            "data_quality_monitoring",
+            "scheduled_collection_jobs",
+            "external_api_monitoring"
+        ]
+
+
+
+# Create service instance
+service = ExternalService()
+
+# Create FastAPI app with standardized setup
+app = service.create_app()
+
+# Setup standard endpoints
+service.setup_standard_endpoints()
+
+# Include routers
+service.add_router(weather_router, tags=["weather"])
+service.add_router(traffic_router, tags=["traffic"])

services/forecasting/app/core/database.py

@@ -7,67 +7,74 @@ Database configuration for forecasting service
 
 import structlog
 from sqlalchemy.ext.asyncio import create_async_engine, AsyncSession, async_sessionmaker
-from sqlalchemy.pool import NullPool
 from sqlalchemy import text
+from typing import AsyncGenerator
 
 from app.core.config import settings
-from shared.database.base import Base
+from shared.database.base import Base, DatabaseManager
 
 logger = structlog.get_logger()
 
 # Create async engine
-engine = create_async_engine(
+async_engine = create_async_engine(
     settings.DATABASE_URL,
-    poolclass=NullPool,
     echo=settings.DEBUG,
-    future=True
+    pool_size=10,
+    max_overflow=20,
+    pool_pre_ping=True,
+    pool_recycle=3600
 )
 
-# Create session factory
+# Create async session factory
 AsyncSessionLocal = async_sessionmaker(
-    engine,
+    bind=async_engine,
     class_=AsyncSession,
-    expire_on_commit=False,
+    expire_on_commit=False
-    autoflush=False,
-    autocommit=False
 )
 
-class DatabaseManager:
+async def get_db() -> AsyncGenerator[AsyncSession, None]:
-    """Database management operations"""
+    """Get database session"""
+    async with AsyncSessionLocal() as session:
+        try:
+            yield session
+        except Exception as e:
+            await session.rollback()
+            logger.error("Database session error", error=str(e))
+            raise
+        finally:
+            await session.close()
 
-    async def create_tables(self):
+async def init_database():
-        """Create database tables"""
+    """Initialize database tables"""
-        async with engine.begin() as conn:
+    try:
+        async with async_engine.begin() as conn:
+            # Import all models to ensure they are registered
+            from app.models.forecast import ForecastBatch, Forecast
+            from app.models.prediction import PredictionBatch, Prediction
+
+            # Create all tables
             await conn.run_sync(Base.metadata.create_all)
-        logger.info("Forecasting database tables created successfully")
 
-    async def get_session(self) -> AsyncSession:
+        logger.info("Forecasting database initialized successfully")
-        """Get database session"""
+    except Exception as e:
-        async with AsyncSessionLocal() as session:
+        logger.error("Failed to initialize forecasting database", error=str(e))
-            try:
+        raise
-                yield session
-                await session.commit()
-            except Exception as e:
-                await session.rollback()
-                logger.error(f"Database session error: {e}")
-                raise
-            finally:
-                await session.close()
-
-# Global database manager instance
-database_manager = DatabaseManager()
-
-async def get_db() -> AsyncSession:
-    """Database dependency"""
-    async for session in database_manager.get_session():
-        yield session
 
 async def get_db_health() -> bool:
     """Check database health"""
     try:
-        async with AsyncSessionLocal() as session:
+        async with async_engine.begin() as conn:
-            await session.execute(text("SELECT 1"))
+            await conn.execute(text("SELECT 1"))
-            return True
+        return True
     except Exception as e:
-        logger.error(f"Database health check failed: {e}")
+        logger.error("Database health check failed", error=str(e))
         return False
+
+# Database manager instance for service_base compatibility
+database_manager = DatabaseManager(
+    database_url=settings.DATABASE_URL,
+    service_name="forecasting-service",
+    pool_size=10,
+    max_overflow=20,
+    echo=settings.DEBUG
+)

services/forecasting/app/main.py

@@ -6,144 +6,141 @@ Forecasting Service Main Application
 Demand prediction and forecasting service for bakery operations
 """
 
-import structlog
+from fastapi import FastAPI
-from contextlib import asynccontextmanager
-from fastapi import FastAPI, Request
-from fastapi.middleware.cors import CORSMiddleware
-from fastapi.responses import JSONResponse
-
 from app.core.config import settings
-from app.core.database import database_manager, get_db_health
+from app.core.database import database_manager
 from app.api import forecasts, predictions
-
-
 from app.services.messaging import setup_messaging, cleanup_messaging
 from app.services.forecasting_alert_service import ForecastingAlertService
-from shared.monitoring.logging import setup_logging
+from shared.service_base import StandardFastAPIService
-from shared.monitoring.metrics import MetricsCollector
 
-# Setup structured logging
-setup_logging("forecasting-service", settings.LOG_LEVEL)
-logger = structlog.get_logger()
 
-# Initialize metrics collector
+class ForecastingService(StandardFastAPIService):
-metrics_collector = MetricsCollector("forecasting-service")
+    """Forecasting Service with standardized setup"""
 
-# Initialize alert service
+    def __init__(self):
-alert_service = None
+        # Define expected database tables for health checks
+        forecasting_expected_tables = [
+            'forecasts', 'prediction_batches', 'model_performance_metrics', 'prediction_cache'
+        ]
 
-@asynccontextmanager
+        self.alert_service = None
-async def lifespan(app: FastAPI):
-    """Application lifespan manager for startup and shutdown events"""
-    # Startup
-    logger.info("Starting Forecasting Service", version="1.0.0")
 
-    try:
+        # Create custom checks for alert service
-        # Initialize database
+        async def alert_service_check():
-        logger.info("Initializing database connection")
+            """Custom health check for forecasting alert service"""
-        await database_manager.create_tables()
+            return await self.alert_service.health_check() if self.alert_service else False
-        logger.info("Database initialized successfully")
 
-        # Initialize messaging
+        # Define custom metrics for forecasting service
-        logger.info("Setting up messaging")
+        forecasting_custom_metrics = {
+            "forecasts_generated_total": {
+                "type": "counter",
+                "description": "Total forecasts generated"
+            },
+            "predictions_served_total": {
+                "type": "counter",
+                "description": "Total predictions served"
+            },
+            "prediction_errors_total": {
+                "type": "counter",
+                "description": "Total prediction errors"
+            },
+            "forecast_processing_time_seconds": {
+                "type": "histogram",
+                "description": "Time to process forecast request"
+            },
+            "prediction_processing_time_seconds": {
+                "type": "histogram",
+                "description": "Time to process prediction request"
+            },
+            "model_cache_hits_total": {
+                "type": "counter",
+                "description": "Total model cache hits"
+            },
+            "model_cache_misses_total": {
+                "type": "counter",
+                "description": "Total model cache misses"
+            }
+        }
+
+        super().__init__(
+            service_name="forecasting-service",
+            app_name="Bakery Forecasting Service",
+            description="AI-powered demand prediction and forecasting service for bakery operations",
+            version="1.0.0",
+            log_level=settings.LOG_LEVEL,
+            cors_origins=settings.CORS_ORIGINS_LIST,
+            api_prefix="/api/v1",
+            database_manager=database_manager,
+            expected_tables=forecasting_expected_tables,
+            custom_health_checks={"alert_service": alert_service_check},
+            enable_messaging=True,
+            custom_metrics=forecasting_custom_metrics
+        )
+
+    async def _setup_messaging(self):
+        """Setup messaging for forecasting service"""
         await setup_messaging()
-        logger.info("Messaging initialized")
+        self.logger.info("Messaging initialized")
 
+    async def _cleanup_messaging(self):
+        """Cleanup messaging for forecasting service"""
+        await cleanup_messaging()
+
+    async def on_startup(self, app: FastAPI):
+        """Custom startup logic for forecasting service"""
         # Initialize forecasting alert service
-        logger.info("Setting up forecasting alert service")
+        self.alert_service = ForecastingAlertService(settings)
-        global alert_service
+        await self.alert_service.start()
-        alert_service = ForecastingAlertService(settings)
+        self.logger.info("Forecasting alert service initialized")
-        await alert_service.start()
-        logger.info("Forecasting alert service initialized")
 
-        # Register custom metrics
-        metrics_collector.register_counter("forecasts_generated_total", "Total forecasts generated")
-        metrics_collector.register_counter("predictions_served_total", "Total predictions served")
-        metrics_collector.register_counter("prediction_errors_total", "Total prediction errors")  # ← MISSING REGISTRATION!
-        metrics_collector.register_histogram("forecast_processing_time_seconds", "Time to process forecast request")
-        metrics_collector.register_histogram("prediction_processing_time_seconds", "Time to process prediction request")  # ← ADD MISSING METRIC!
-        metrics_collector.register_gauge("active_models_count", "Number of active models")
-        metrics_collector.register_counter("model_cache_hits_total", "Total model cache hits")  # ← ADD USEFUL METRIC!
-        metrics_collector.register_counter("model_cache_misses_total", "Total model cache misses")  # ← ADD USEFUL METRIC!
 
-        # Start metrics server
+    async def on_shutdown(self, app: FastAPI):
-        metrics_collector.start_metrics_server(8080)
+        """Custom shutdown logic for forecasting service"""
+        # Cleanup alert service
+        if self.alert_service:
+            await self.alert_service.stop()
+            self.logger.info("Alert service cleanup completed")
 
-        logger.info("Forecasting Service started successfully")
+    def get_service_features(self):
+        """Return forecasting-specific features"""
+        return [
+            "demand_prediction",
+            "ai_forecasting",
+            "model_performance_tracking",
+            "prediction_caching",
+            "alert_notifications",
+            "messaging_integration"
+        ]
 
-        yield
+    def setup_custom_endpoints(self):
+        """Setup custom endpoints for forecasting service"""
+        @self.app.get("/alert-metrics")
+        async def get_alert_metrics():
+            """Alert service metrics endpoint"""
+            if self.alert_service:
+                return self.alert_service.get_metrics()
+            return {"error": "Alert service not initialized"}
 
-    except Exception as e:
-        logger.error("Failed to start Forecasting Service", error=str(e))
-        raise
-    finally:
-        # Shutdown
-        logger.info("Shutting down Forecasting Service")
 
-        try:
+# Create service instance
-            # Cleanup alert service
+service = ForecastingService()
-            if alert_service:
-                await alert_service.stop()
-                logger.info("Alert service cleanup completed")
 
-            await cleanup_messaging()
+# Create FastAPI app with standardized setup
-            logger.info("Messaging cleanup completed")
+app = service.create_app(
-        except Exception as e:
-            logger.error("Error during messaging cleanup", error=str(e))
-
-# Create FastAPI app with lifespan
-app = FastAPI(
-    title="Bakery Forecasting Service",
-    description="AI-powered demand prediction and forecasting service for bakery operations",
-    version="1.0.0",
     docs_url="/docs",
-    redoc_url="/redoc",
+    redoc_url="/redoc"
-    lifespan=lifespan
 )
 
-# CORS middleware
+# Setup standard endpoints
-app.add_middleware(
+service.setup_standard_endpoints()
-    CORSMiddleware,
+
-    allow_origins=settings.CORS_ORIGINS_LIST,
+# Setup custom endpoints
-    allow_credentials=True,
+service.setup_custom_endpoints()
-    allow_methods=["*"],
-    allow_headers=["*"],
-)
 
 # Include API routers
-app.include_router(forecasts.router, prefix="/api/v1", tags=["forecasts"])
+service.add_router(forecasts.router, tags=["forecasts"])
-
+service.add_router(predictions.router, tags=["predictions"])
-app.include_router(predictions.router, prefix="/api/v1", tags=["predictions"])
-
-
-@app.get("/health")
-async def health_check():
-    """Health check endpoint"""
-    db_health = await get_db_health()
-    alert_health = await alert_service.health_check() if alert_service else {"status": "not_initialized"}
-    
-    overall_health = db_health and alert_health.get("status") == "healthy"
-    
-    return {
-        "status": "healthy" if overall_health else "unhealthy",
-        "service": "forecasting-service",
-        "version": "1.0.0",
-        "database": "connected" if db_health else "disconnected",
-        "alert_service": alert_health,
-        "timestamp": structlog.get_logger().info("Health check requested")
-    }
-
-@app.get("/metrics")
-async def get_metrics():
-    """Metrics endpoint for Prometheus"""
-    return metrics_collector.get_metrics()
-
-@app.get("/alert-metrics")
-async def get_alert_metrics():
-    """Alert service metrics endpoint"""
-    if alert_service:
-        return alert_service.get_metrics()
-    return {"error": "Alert service not initialized"}
 
 if __name__ == "__main__":
     import uvicorn

services/inventory/app/main.py

@@ -4,191 +4,62 @@ Inventory Service FastAPI Application
 """
 
 import os
-from contextlib import asynccontextmanager
+from fastapi import FastAPI
-from fastapi import FastAPI, Request
-from fastapi.middleware.cors import CORSMiddleware
-from fastapi.responses import JSONResponse
-import structlog
 
 # Import core modules
 from app.core.config import settings
-from app.core.database import init_db, close_db, health_check as db_health_check
+from app.core.database import database_manager
 from app.api import ingredients, stock, classification, transformations
 from app.services.inventory_alert_service import InventoryAlertService
-from shared.monitoring.metrics import setup_metrics_early
+from shared.service_base import StandardFastAPIService
-# Auth decorators are used in endpoints, no global setup needed
 
-logger = structlog.get_logger()
+# Import enhanced routers
+from app.api.dashboard import router as dashboard_router
+from app.api.food_safety import router as food_safety_router
 
 
-@asynccontextmanager
+class InventoryService(StandardFastAPIService):
-async def lifespan(app: FastAPI):
+    """Inventory Service with standardized setup"""
-    """Application lifespan management"""
-    # Startup
-    logger.info("Starting Inventory Service", version=settings.VERSION)
 
-    try:
+    def __init__(self):
-        # Initialize database
+        # Define expected database tables for health checks
-        await init_db()
+        inventory_expected_tables = [
-        logger.info("Database initialized successfully")
+            'ingredients', 'stock', 'stock_movements', 'product_transformations',
+            'stock_alerts', 'food_safety_compliance', 'temperature_logs', 'food_safety_alerts'
+        ]
 
+        super().__init__(
+            service_name="inventory-service",
+            app_name=settings.APP_NAME,
+            description=settings.DESCRIPTION,
+            version=settings.VERSION,
+            log_level=settings.LOG_LEVEL,
+            cors_origins=settings.CORS_ORIGINS,
+            api_prefix=settings.API_V1_STR,
+            database_manager=database_manager,
+            expected_tables=inventory_expected_tables
+        )
+
+    async def on_startup(self, app: FastAPI):
+        """Custom startup logic for inventory service"""
         # Initialize alert service
         alert_service = InventoryAlertService(settings)
         await alert_service.start()
-        logger.info("Inventory alert service started")
+        self.logger.info("Inventory alert service started")
 
         # Store alert service in app state
         app.state.alert_service = alert_service
 
-        # Setup metrics is already done early - no need to do it here
+    async def on_shutdown(self, app: FastAPI):
-        logger.info("Metrics setup completed")
+        """Custom shutdown logic for inventory service"""
+        # Stop alert service
+        if hasattr(app.state, 'alert_service'):
+            await app.state.alert_service.stop()
+            self.logger.info("Alert service stopped")
 
-        yield
+    def get_service_features(self):
-        
+        """Return inventory-specific features"""
-    except Exception as e:
+        return [
-        logger.error("Startup failed", error=str(e))
-        raise
-    finally:
-        # Shutdown
-        logger.info("Shutting down Inventory Service")
-        try:
-            # Stop alert service
-            if hasattr(app.state, 'alert_service'):
-                await app.state.alert_service.stop()
-                logger.info("Alert service stopped")
-                
-            await close_db()
-            logger.info("Database connections closed")
-        except Exception as e:
-            logger.error("Shutdown error", error=str(e))
-
-
-# Create FastAPI application
-app = FastAPI(
-    title=settings.APP_NAME,
-    description=settings.DESCRIPTION,
-    version=settings.VERSION,
-    openapi_url=f"{settings.API_V1_STR}/openapi.json",
-    docs_url=f"{settings.API_V1_STR}/docs",
-    redoc_url=f"{settings.API_V1_STR}/redoc",
-    lifespan=lifespan
-)
-
-# Setup metrics BEFORE any middleware and BEFORE lifespan
-metrics_collector = setup_metrics_early(app, "inventory-service")
-
-
-# CORS middleware
-app.add_middleware(
-    CORSMiddleware,
-    allow_origins=settings.CORS_ORIGINS,
-    allow_credentials=True,
-    allow_methods=["*"],
-    allow_headers=["*"],
-)
-
-
-# Auth is handled via decorators in individual endpoints
-
-
-# Exception handlers
-@app.exception_handler(ValueError)
-async def value_error_handler(request: Request, exc: ValueError):
-    """Handle validation errors"""
-    return JSONResponse(
-        status_code=400,
-        content={
-            "error": "Validation Error",
-            "detail": str(exc),
-            "type": "value_error"
-        }
-    )
-
-
-@app.exception_handler(Exception)
-async def general_exception_handler(request: Request, exc: Exception):
-    """Handle general exceptions"""
-    logger.error(
-        "Unhandled exception",
-        error=str(exc),
-        path=request.url.path,
-        method=request.method
-    )
-    
-    return JSONResponse(
-        status_code=500,
-        content={
-            "error": "Internal Server Error",
-            "detail": "An unexpected error occurred",
-            "type": "internal_error"
-        }
-    )
-
-
-# Include routers
-app.include_router(ingredients.router, prefix=settings.API_V1_STR)
-app.include_router(stock.router, prefix=settings.API_V1_STR)
-app.include_router(transformations.router, prefix=settings.API_V1_STR)
-app.include_router(classification.router, prefix=settings.API_V1_STR)
-
-# Include enhanced routers
-from app.api.dashboard import router as dashboard_router
-from app.api.food_safety import router as food_safety_router
-
-app.include_router(dashboard_router, prefix=settings.API_V1_STR)
-app.include_router(food_safety_router, prefix=settings.API_V1_STR)
-
-
-# Root endpoint
-@app.get("/")
-async def root():
-    """Root endpoint with service information"""
-    return {
-        "service": settings.SERVICE_NAME,
-        "version": settings.VERSION,
-        "description": settings.DESCRIPTION,
-        "status": "running",
-        "docs_url": f"{settings.API_V1_STR}/docs",
-        "health_url": "/health"
-    }
-
-
-@app.get("/health")
-async def health_check():
-    """Comprehensive health check endpoint"""
-    try:
-           
-        return {
-            "status": "healthy",
-            "service": settings.SERVICE_NAME,
-            "version": settings.VERSION,
-            "timestamp": structlog.get_logger().info("Health check requested")
-        }
-        
-    except Exception as e:
-        logger.error("Health check failed", error=str(e))
-        return {
-            "status": "unhealthy",
-            "service": settings.SERVICE_NAME,
-            "version": settings.VERSION,
-            "database": "unknown",
-            "alert_service": {"status": "unknown"},
-            "error": str(e),
-            "timestamp": structlog.get_logger().info("Health check failed")
-        }
-
-
-# Service info endpoint
-@app.get(f"{settings.API_V1_STR}/info")
-async def service_info():
-    """Service information endpoint"""
-    return {
-        "service": settings.SERVICE_NAME,
-        "version": settings.VERSION,
-        "description": settings.DESCRIPTION,
-        "api_version": "v1",
-        "environment": settings.ENVIRONMENT,
-        "features": [
             "ingredient_management",
             "stock_tracking",
             "expiration_alerts",
@@ -203,7 +74,24 @@ async def service_info():
             "real_time_alerts",
             "regulatory_reporting"
         ]
-    }
+
+
+# Create service instance
+service = InventoryService()
+
+# Create FastAPI app with standardized setup
+app = service.create_app()
+
+# Setup standard endpoints
+service.setup_standard_endpoints()
+
+# Include routers using the service helper
+service.add_router(ingredients.router)
+service.add_router(stock.router)
+service.add_router(transformations.router)
+service.add_router(classification.router)
+service.add_router(dashboard_router)
+service.add_router(food_safety_router)
 
 
 if __name__ == "__main__":

services/notification/app/main.py

@@ -6,14 +6,9 @@ Notification Service Main Application
 Handles email, WhatsApp notifications and SSE for real-time alerts/recommendations
 """
 
-import structlog
+from fastapi import FastAPI
-from contextlib import asynccontextmanager
-from fastapi import FastAPI, Request
-from fastapi.middleware.cors import CORSMiddleware
-from fastapi.responses import JSONResponse
-
 from app.core.config import settings
-from app.core.database import init_db
+from app.core.database import database_manager
 from app.api.notifications import router as notification_router
 from app.api.sse_routes import router as sse_router
 from app.services.messaging import setup_messaging, cleanup_messaging
@@ -21,226 +16,207 @@ from app.services.sse_service import SSEService
 from app.services.notification_orchestrator import NotificationOrchestrator
 from app.services.email_service import EmailService
 from app.services.whatsapp_service import WhatsAppService
-from shared.monitoring import setup_logging, HealthChecker
+from shared.service_base import StandardFastAPIService
-from shared.monitoring.metrics import setup_metrics_early
 
-# Setup logging first
-setup_logging("notification-service", settings.LOG_LEVEL)
-logger = structlog.get_logger()
 
-# Global variables for lifespan access
+class NotificationService(StandardFastAPIService):
-metrics_collector = None
+    """Notification Service with standardized setup"""
-health_checker = None
 
-# Create FastAPI app FIRST
+    def __init__(self):
-app = FastAPI(
+        # Define expected database tables for health checks
-    title="Bakery Notification Service",
+        notification_expected_tables = [
-    description="Email, WhatsApp and SSE notification service for bakery alerts and recommendations",
+            'notifications', 'notification_templates', 'notification_preferences',
-    version="2.0.0",
+            'notification_logs', 'email_templates', 'whatsapp_templates'
+        ]
+
+        self.sse_service = None
+        self.orchestrator = None
+        self.email_service = None
+        self.whatsapp_service = None
+
+        # Define custom metrics for notification service
+        notification_custom_metrics = {
+            "notifications_sent_total": {
+                "type": "counter",
+                "description": "Total notifications sent",
+                "labels": ["type", "status", "channel"]
+            },
+            "emails_sent_total": {
+                "type": "counter",
+                "description": "Total emails sent",
+                "labels": ["status"]
+            },
+            "whatsapp_sent_total": {
+                "type": "counter",
+                "description": "Total WhatsApp messages sent",
+                "labels": ["status"]
+            },
+            "sse_events_sent_total": {
+                "type": "counter",
+                "description": "Total SSE events sent",
+                "labels": ["tenant", "event_type"]
+            },
+            "notification_processing_duration_seconds": {
+                "type": "histogram",
+                "description": "Time spent processing notifications"
+            }
+        }
+
+        # Define custom health checks for notification service components
+        async def check_email_service():
+            """Check email service health"""
+            try:
+                return await self.email_service.health_check() if self.email_service else False
+            except Exception as e:
+                self.logger.error("Email service health check failed", error=str(e))
+                return False
+
+        async def check_whatsapp_service():
+            """Check WhatsApp service health"""
+            try:
+                return await self.whatsapp_service.health_check() if self.whatsapp_service else False
+            except Exception as e:
+                self.logger.error("WhatsApp service health check failed", error=str(e))
+                return False
+
+        async def check_sse_service():
+            """Check SSE service health"""
+            try:
+                if self.sse_service:
+                    metrics = self.sse_service.get_metrics()
+                    return bool(metrics.get("redis_connected", False))
+                return False
+            except Exception as e:
+                self.logger.error("SSE service health check failed", error=str(e))
+                return False
+
+        async def check_messaging():
+            """Check messaging service health"""
+            try:
+                from app.services.messaging import notification_publisher
+                return bool(notification_publisher and notification_publisher.connected)
+            except Exception as e:
+                self.logger.error("Messaging health check failed", error=str(e))
+                return False
+
+        super().__init__(
+            service_name="notification-service",
+            app_name="Bakery Notification Service",
+            description="Email, WhatsApp and SSE notification service for bakery alerts and recommendations",
+            version="2.0.0",
+            log_level=settings.LOG_LEVEL,
+            cors_origins=getattr(settings, 'CORS_ORIGINS', ["*"]),
+            api_prefix="/api/v1",
+            database_manager=database_manager,
+            expected_tables=notification_expected_tables,
+            custom_health_checks={
+                "email_service": check_email_service,
+                "whatsapp_service": check_whatsapp_service,
+                "sse_service": check_sse_service,
+                "messaging": check_messaging
+            },
+            enable_messaging=True,
+            custom_metrics=notification_custom_metrics
+        )
+
+    async def _setup_messaging(self):
+        """Setup messaging for notification service"""
+        await setup_messaging()
+        self.logger.info("Messaging initialized")
+
+    async def _cleanup_messaging(self):
+        """Cleanup messaging for notification service"""
+        await cleanup_messaging()
+
+    async def on_startup(self, app: FastAPI):
+        """Custom startup logic for notification service"""
+        # Initialize services
+        self.email_service = EmailService()
+        self.whatsapp_service = WhatsAppService()
+
+        # Initialize SSE service
+        self.sse_service = SSEService(settings.REDIS_URL)
+        await self.sse_service.initialize()
+        self.logger.info("SSE service initialized")
+
+        # Create orchestrator
+        self.orchestrator = NotificationOrchestrator(
+            email_service=self.email_service,
+            whatsapp_service=self.whatsapp_service,
+            sse_service=self.sse_service
+        )
+
+        # Store services in app state
+        app.state.orchestrator = self.orchestrator
+        app.state.sse_service = self.sse_service
+        app.state.email_service = self.email_service
+        app.state.whatsapp_service = self.whatsapp_service
+
+    async def on_shutdown(self, app: FastAPI):
+        """Custom shutdown logic for notification service"""
+        # Shutdown SSE service
+        if self.sse_service:
+            await self.sse_service.shutdown()
+            self.logger.info("SSE service shutdown completed")
+
+    def get_service_features(self):
+        """Return notification-specific features"""
+        return [
+            "email_notifications",
+            "whatsapp_notifications",
+            "sse_real_time_updates",
+            "notification_templates",
+            "notification_orchestration",
+            "messaging_integration",
+            "multi_channel_support"
+        ]
+
+    def setup_custom_endpoints(self):
+        """Setup custom endpoints for notification service"""
+        # SSE metrics endpoint
+        @self.app.get("/sse-metrics")
+        async def sse_metrics():
+            """Get SSE service metrics"""
+            if self.sse_service:
+                try:
+                    sse_metrics = self.sse_service.get_metrics()
+                    return {
+                        'active_tenants': sse_metrics.get('active_tenants', 0),
+                        'total_connections': sse_metrics.get('total_connections', 0),
+                        'active_listeners': sse_metrics.get('active_listeners', 0),
+                        'redis_connected': bool(sse_metrics.get('redis_connected', False))
+                    }
+                except Exception as e:
+                    return {"error": str(e)}
+            return {"error": "SSE service not available"}
+
+        # Metrics endpoint
+        @self.app.get("/metrics")
+        async def metrics():
+            """Prometheus metrics endpoint"""
+            if self.metrics_collector:
+                return self.metrics_collector.get_metrics()
+            return {"metrics": "not_available"}
+
+
+# Create service instance
+service = NotificationService()
+
+# Create FastAPI app with standardized setup
+app = service.create_app(
     docs_url="/docs",
     redoc_url="/redoc"
 )
 
-# Setup metrics BEFORE any middleware and BEFORE lifespan
+# Setup standard endpoints
-metrics_collector = setup_metrics_early(app, "notification-service")
+service.setup_standard_endpoints()
 
-@asynccontextmanager
+# Setup custom endpoints
-async def lifespan(app: FastAPI):
+service.setup_custom_endpoints()
-    """Application lifespan events - NO MIDDLEWARE ADDED HERE"""
-    global health_checker
-    
-    # Startup
-    logger.info("Starting Notification Service...")
-    
-    try:
-        # Initialize database
-        await init_db()
-        logger.info("Database initialized")
-        
-        # Setup messaging
-        await setup_messaging()
-        logger.info("Messaging initialized")
-        
-        # Initialize services
-        email_service = EmailService()
-        whatsapp_service = WhatsAppService()
-        
-        # Initialize SSE service
-        sse_service = SSEService(settings.REDIS_URL)
-        await sse_service.initialize()
-        logger.info("SSE service initialized")
-        
-        # Create orchestrator
-        orchestrator = NotificationOrchestrator(
-            email_service=email_service,
-            whatsapp_service=whatsapp_service,
-            sse_service=sse_service
-        )
-        
-        # Store services in app state
-        app.state.orchestrator = orchestrator
-        app.state.sse_service = sse_service
-        app.state.email_service = email_service
-        app.state.whatsapp_service = whatsapp_service
-        
-        # Register custom metrics (metrics_collector already exists)
-        metrics_collector.register_counter("notifications_sent_total", "Total notifications sent", labels=["type", "status", "channel"])
-        metrics_collector.register_counter("emails_sent_total", "Total emails sent", labels=["status"])
-        metrics_collector.register_counter("whatsapp_sent_total", "Total WhatsApp messages sent", labels=["status"])
-        metrics_collector.register_counter("sse_events_sent_total", "Total SSE events sent", labels=["tenant", "event_type"])
-        metrics_collector.register_histogram("notification_processing_duration_seconds", "Time spent processing notifications")
-        metrics_collector.register_gauge("notification_queue_size", "Current notification queue size")
-        metrics_collector.register_gauge("sse_active_connections", "Number of active SSE connections")
-        
-        # Setup health checker
-        health_checker = HealthChecker("notification-service")
-        
-        # Add database health check
-        async def check_database():
-            try:
-                from app.core.database import get_db
-                from sqlalchemy import text
-                async for db in get_db():
-                    await db.execute(text("SELECT 1"))
-                    return True
-            except Exception as e:
-                return f"Database error: {e}"
-        
-        health_checker.add_check("database", check_database, timeout=5.0, critical=True)
-        
-        # Add email service health check
-        async def check_email_service():
-            try:
-                from app.services.email_service import EmailService
-                email_service = EmailService()
-                return await email_service.health_check()
-            except Exception as e:
-                return f"Email service error: {e}"
-        
-        health_checker.add_check("email_service", check_email_service, timeout=10.0, critical=True)
-        
-        # Add WhatsApp service health check
-        async def check_whatsapp_service():
-            try:
-                return await whatsapp_service.health_check()
-            except Exception as e:
-                return f"WhatsApp service error: {e}"
-        
-        health_checker.add_check("whatsapp_service", check_whatsapp_service, timeout=10.0, critical=False)
-        
-        # Add SSE service health check
-        async def check_sse_service():
-            try:
-                metrics = sse_service.get_metrics()
-                return "healthy" if metrics["redis_connected"] else "Redis connection failed"
-            except Exception as e:
-                return f"SSE service error: {e}"
-        
-        health_checker.add_check("sse_service", check_sse_service, timeout=5.0, critical=True)
-        
-        # Add messaging health check
-        def check_messaging():
-            try:
-                # Check if messaging is properly initialized
-                from app.services.messaging import notification_publisher
-                return notification_publisher.connected if notification_publisher else False
-            except Exception as e:
-                return f"Messaging error: {e}"
-        
-        health_checker.add_check("messaging", check_messaging, timeout=3.0, critical=False)
-        
-        # Store health checker in app state
-        app.state.health_checker = health_checker
-        
-        logger.info("Notification Service with SSE support started successfully")
-        
-    except Exception as e:
-        logger.error(f"Failed to start Notification Service: {e}")
-        raise
-    
-    yield
-    
-    # Shutdown
-    logger.info("Shutting down Notification Service...")
-    try:
-        # Shutdown SSE service
-        if hasattr(app.state, 'sse_service'):
-            await app.state.sse_service.shutdown()
-            logger.info("SSE service shutdown completed")
-            
-        await cleanup_messaging()
-        logger.info("Messaging cleanup completed")
-    except Exception as e:
-        logger.error(f"Error during shutdown: {e}")
-
-# Set lifespan AFTER metrics setup
-app.router.lifespan_context = lifespan
-
-# CORS middleware (added after metrics setup)
-app.add_middleware(
-    CORSMiddleware,
-    allow_origins=getattr(settings, 'CORS_ORIGINS', ["*"]),
-    allow_credentials=True,
-    allow_methods=["*"],
-    allow_headers=["*"],
-)
 
 # Include routers
-app.include_router(notification_router, prefix="/api/v1", tags=["notifications"])
+service.add_router(notification_router, tags=["notifications"])
-app.include_router(sse_router, prefix="/api/v1", tags=["sse"])
+service.add_router(sse_router, tags=["sse"])
-
-# Health check endpoint
-@app.get("/health")
-async def health_check():
-    """Comprehensive health check endpoint including SSE"""
-    if health_checker:
-        health_result = await health_checker.check_health()
-        
-        # Add SSE metrics to health check
-        if hasattr(app.state, 'sse_service'):
-            try:
-                sse_metrics = app.state.sse_service.get_metrics()
-                # Convert metrics to JSON-serializable format
-                health_result['sse_metrics'] = {
-                    'active_tenants': sse_metrics.get('active_tenants', 0),
-                    'total_connections': sse_metrics.get('total_connections', 0),
-                    'active_listeners': sse_metrics.get('active_listeners', 0),
-                    'redis_connected': bool(sse_metrics.get('redis_connected', False))
-                }
-            except Exception as e:
-                health_result['sse_error'] = str(e)
-        
-        return health_result
-    else:
-        return {
-            "service": "notification-service",
-            "status": "healthy",
-            "version": "2.0.0",
-            "features": ["email", "whatsapp", "sse", "alerts", "recommendations"]
-        }
-
-# Metrics endpoint
-@app.get("/metrics")
-async def metrics():
-    """Prometheus metrics endpoint"""
-    if metrics_collector:
-        return metrics_collector.get_metrics()
-    return {"metrics": "not_available"}
-
-# Exception handlers
-@app.exception_handler(Exception)
-async def global_exception_handler(request: Request, exc: Exception):
-    """Global exception handler with metrics"""
-    logger.error(f"Unhandled exception: {exc}", exc_info=True)
-    
-    # Record error metric if available
-    if metrics_collector:
-        metrics_collector.increment_counter("errors_total", labels={"type": "unhandled"})
-    
-    return JSONResponse(
-        status_code=500,
-        content={"detail": "Internal server error"}
-    )
 
 if __name__ == "__main__":
     import uvicorn

services/orders/app/core/database.py

@@ -77,3 +77,15 @@ async def get_db_health() -> bool:
     except Exception as e:
         logger.error("Database health check failed", error=str(e))
         return False
+
+
+# Database manager instance for service_base compatibility
+from shared.database.base import DatabaseManager
+
+database_manager = DatabaseManager(
+    database_url=settings.DATABASE_URL,
+    service_name="orders-service",
+    pool_size=10,
+    max_overflow=20,
+    echo=settings.DEBUG
+)

services/orders/app/main.py

@@ -7,113 +7,74 @@ Customer orders and procurement planning service
 """
 
 from fastapi import FastAPI, Request
-from fastapi.middleware.cors import CORSMiddleware
-from contextlib import asynccontextmanager
-import structlog
-
 from app.core.config import settings
-from app.core.database import init_database, get_db_health
+from app.core.database import database_manager
 from app.api.orders import router as orders_router
 from app.api.procurement import router as procurement_router
 from app.services.procurement_scheduler_service import ProcurementSchedulerService
-
+from shared.service_base import StandardFastAPIService
-# Configure logging
-logger = structlog.get_logger()
 
 
-@asynccontextmanager
+class OrdersService(StandardFastAPIService):
-async def lifespan(app: FastAPI):
+    """Orders Service with standardized setup"""
-    """Manage application lifespan events"""
-    # Startup
-    try:
-        await init_database()
-        logger.info("Database initialized successfully")
 
+    def __init__(self):
+        # Define expected database tables for health checks
+        orders_expected_tables = [
+            'customers', 'customer_contacts', 'customer_orders', 'order_items',
+            'order_status_history', 'procurement_plans', 'procurement_requirements'
+        ]
+
+        super().__init__(
+            service_name="orders-service",
+            app_name=settings.APP_NAME,
+            description=settings.DESCRIPTION,
+            version=settings.VERSION,
+            api_prefix="/api/v1",
+            database_manager=database_manager,
+            expected_tables=orders_expected_tables
+        )
+
+    async def on_startup(self, app: FastAPI):
+        """Custom startup logic for orders service"""
         # Initialize procurement scheduler service
         scheduler_service = ProcurementSchedulerService(settings)
         await scheduler_service.start()
-        logger.info("Procurement scheduler service started")
+        self.logger.info("Procurement scheduler service started")
 
         # Store scheduler service in app state
         app.state.scheduler_service = scheduler_service
 
-        logger.info("Orders service started successfully")
+    async def on_shutdown(self, app: FastAPI):
-    except Exception as e:
+        """Custom shutdown logic for orders service"""
-        logger.error("Failed to initialize orders service", error=str(e))
-        raise
-    
-    yield
-    
-    # Shutdown
-    logger.info("Orders service shutting down")
-    try:
         # Stop scheduler service
         if hasattr(app.state, 'scheduler_service'):
             await app.state.scheduler_service.stop()
-            logger.info("Scheduler service stopped")
+            self.logger.info("Scheduler service stopped")
-    except Exception as e:
+
-        logger.error("Error stopping scheduler service", error=str(e))
+    def get_service_features(self):
+        """Return orders-specific features"""
+        return [
+            "customer_management",
+            "order_processing",
+            "procurement_planning",
+            "order_tracking",
+            "automated_scheduling"
+        ]
 
 
-# Create FastAPI application
+# Create service instance
-app = FastAPI(
+service = OrdersService()
-    title=settings.APP_NAME,
-    description=settings.DESCRIPTION,
-    version=settings.VERSION,
-    lifespan=lifespan
-)
 
-# Add CORS middleware
+# Create FastAPI app with standardized setup
-app.add_middleware(
+app = service.create_app()
-    CORSMiddleware,
+
-    allow_origins=["*"],  # Configure based on environment
+# Setup standard endpoints
-    allow_credentials=True,
+service.setup_standard_endpoints()
-    allow_methods=["*"],
-    allow_headers=["*"],
-)
 
 # Include routers
-app.include_router(orders_router, prefix="/api/v1")
+service.add_router(orders_router)
-app.include_router(procurement_router, prefix="/api/v1")
+service.add_router(procurement_router)
-
-
-@app.get("/health")
-async def health_check():
-    """Health check endpoint"""
-    try:
-        db_healthy = await get_db_health()
-        
-        health_status = {
-            "status": "healthy" if db_healthy else "unhealthy",
-            "service": settings.SERVICE_NAME,
-            "version": settings.VERSION,
-            "database": "connected" if db_healthy else "disconnected"
-        }
-        
-        if not db_healthy:
-            health_status["status"] = "unhealthy"
-        
-        return health_status
-        
-    except Exception as e:
-        logger.error("Health check failed", error=str(e))
-        return {
-            "status": "unhealthy",
-            "service": settings.SERVICE_NAME,
-            "version": settings.VERSION,
-            "error": str(e)
-        }
-
-
-@app.get("/")
-async def root():
-    """Root endpoint"""
-    return {
-        "service": settings.APP_NAME,
-        "version": settings.VERSION,
-        "description": settings.DESCRIPTION,
-        "status": "running"
-    }
 
 
 @app.post("/test/procurement-scheduler")

services/pos/app/main.py

@@ -3,131 +3,150 @@ POS Integration Service
 Handles integration with external POS systems (Square, Toast, Lightspeed)
 """
 
-from fastapi import FastAPI, Request
-from fastapi.middleware.cors import CORSMiddleware
-from fastapi.responses import JSONResponse
-import structlog
 import time
-from contextlib import asynccontextmanager
+from fastapi import FastAPI, Request
-
 from app.core.config import settings
 from app.api import pos_config, webhooks, sync
-from app.core.database import init_db, close_db
+from app.core.database import database_manager
-from shared.monitoring.health import router as health_router
+from shared.service_base import StandardFastAPIService
-from shared.monitoring.logging import setup_logging
 
 
-# Setup logging
+class POSService(StandardFastAPIService):
-setup_logging(service_name="pos-service")
+    """POS Integration Service with standardized setup"""
-logger = structlog.get_logger()
+
+    def __init__(self):
+        # Define expected database tables for health checks
+        pos_expected_tables = [
+            'pos_configurations', 'pos_transactions', 'pos_transaction_items',
+            'pos_webhook_logs', 'pos_sync_logs'
+        ]
+
+        # Define custom metrics for POS service
+        pos_custom_metrics = {
+            "pos_webhooks_received_total": {
+                "type": "counter",
+                "description": "Total POS webhooks received",
+                "labels": ["provider", "event_type"]
+            },
+            "pos_sync_jobs_total": {
+                "type": "counter",
+                "description": "Total POS sync jobs",
+                "labels": ["provider", "status"]
+            },
+            "pos_transactions_synced_total": {
+                "type": "counter",
+                "description": "Total transactions synced",
+                "labels": ["provider"]
+            },
+            "pos_webhook_processing_duration_seconds": {
+                "type": "histogram",
+                "description": "Time spent processing webhooks"
+            },
+            "pos_sync_duration_seconds": {
+                "type": "histogram",
+                "description": "Time spent syncing data"
+            }
+        }
+
+        super().__init__(
+            service_name="pos-service",
+            app_name="POS Integration Service",
+            description="Handles integration with external POS systems",
+            version="1.0.0",
+            cors_origins=settings.CORS_ORIGINS,
+            api_prefix="/api/v1",
+            database_manager=database_manager,
+            expected_tables=pos_expected_tables,
+            custom_metrics=pos_custom_metrics
+        )
+
+    async def on_startup(self, app: FastAPI):
+        """Custom startup logic for POS service"""
+        # Custom startup completed
+        self.logger.info("POS Integration Service started successfully")
+
+    async def on_shutdown(self, app: FastAPI):
+        """Custom shutdown logic for POS service"""
+        # Database cleanup is handled by the base class
+        pass
+
+    def get_service_features(self):
+        """Return POS-specific features"""
+        return [
+            "pos_integration",
+            "square_support",
+            "toast_support",
+            "lightspeed_support",
+            "webhook_handling",
+            "transaction_sync",
+            "real_time_updates"
+        ]
+
+    def setup_custom_middleware(self):
+        """Setup custom middleware for POS service"""
+        # Middleware for request logging and timing
+        @self.app.middleware("http")
+        async def log_requests(request: Request, call_next):
+            start_time = time.time()
+
+            # Log request
+            self.logger.info(
+                "Incoming request",
+                method=request.method,
+                url=str(request.url),
+                client_ip=request.client.host if request.client else None
+            )
+
+            response = await call_next(request)
+
+            # Log response
+            process_time = time.time() - start_time
+            self.logger.info(
+                "Request completed",
+                method=request.method,
+                url=str(request.url),
+                status_code=response.status_code,
+                process_time=f"{process_time:.4f}s"
+            )
+
+            response.headers["X-Process-Time"] = str(process_time)
+            return response
+
+    def setup_custom_endpoints(self):
+        """Setup custom endpoints for POS service"""
+        @self.app.get("/")
+        async def root():
+            """Root endpoint"""
+            return {
+                "service": "POS Integration Service",
+                "version": "1.0.0",
+                "status": "running",
+                "supported_pos_systems": ["square", "toast", "lightspeed"]
+            }
 
 
-@asynccontextmanager
+# Create service instance
-async def lifespan(app: FastAPI):
+service = POSService()
-    """Lifecycle management for FastAPI app"""
-    logger.info("Starting POS Integration Service")
 
-    # Startup
+# Create FastAPI app with standardized setup
-    try:
+app = service.create_app(
-        # Initialize database connection
-        logger.info("Initializing database connection")
-        await init_db()
-        
-        # Add any startup logic here
-        logger.info("POS Integration Service started successfully")
-        
-        yield
-        
-    except Exception as e:
-        logger.error("Failed to start POS Integration Service", error=str(e))
-        raise
-    finally:
-        # Shutdown
-        logger.info("Shutting down POS Integration Service")
-        await close_db()
-
-
-# Create FastAPI app
-app = FastAPI(
-    title="POS Integration Service",
-    description="Handles integration with external POS systems",
-    version="1.0.0",
     docs_url="/docs" if settings.ENVIRONMENT != "production" else None,
-    redoc_url="/redoc" if settings.ENVIRONMENT != "production" else None,
+    redoc_url="/redoc" if settings.ENVIRONMENT != "production" else None
-    lifespan=lifespan
 )
 
-# Add CORS middleware
+# Setup standard endpoints
-app.add_middleware(
+service.setup_standard_endpoints()
-    CORSMiddleware,
-    allow_origins=settings.CORS_ORIGINS,
-    allow_credentials=True,
-    allow_methods=["*"],
-    allow_headers=["*"],
-)
 
+# Setup custom middleware
+service.setup_custom_middleware()
 
-# Middleware for request logging and timing
+# Setup custom endpoints
-@app.middleware("http")
+service.setup_custom_endpoints()
-async def log_requests(request: Request, call_next):
-    start_time = time.time()
-    
-    # Log request
-    logger.info(
-        "Incoming request",
-        method=request.method,
-        url=str(request.url),
-        client_ip=request.client.host if request.client else None
-    )
-    
-    response = await call_next(request)
-    
-    # Log response
-    process_time = time.time() - start_time
-    logger.info(
-        "Request completed",
-        method=request.method,
-        url=str(request.url),
-        status_code=response.status_code,
-        process_time=f"{process_time:.4f}s"
-    )
-    
-    response.headers["X-Process-Time"] = str(process_time)
-    return response
-
-
-# Global exception handler
-@app.exception_handler(Exception)
-async def global_exception_handler(request: Request, exc: Exception):
-    logger.error(
-        "Unhandled exception",
-        error=str(exc),
-        method=request.method,
-        url=str(request.url)
-    )
-    
-    return JSONResponse(
-        status_code=500,
-        content={"detail": "Internal server error"}
-    )
-
 
 # Include routers
-app.include_router(health_router, prefix="/health", tags=["health"])
+service.add_router(pos_config.router, tags=["pos-config"])
-app.include_router(pos_config.router, prefix="/api/v1", tags=["pos-config"])
+service.add_router(webhooks.router, tags=["webhooks"])
-app.include_router(webhooks.router, prefix="/api/v1", tags=["webhooks"])
+service.add_router(sync.router, tags=["sync"])
-app.include_router(sync.router, prefix="/api/v1", tags=["sync"])
-
-
-@app.get("/")
-async def root():
-    """Root endpoint"""
-    return {
-        "service": "POS Integration Service",
-        "version": "1.0.0",
-        "status": "running",
-        "supported_pos_systems": ["square", "toast", "lightspeed"]
-    }
 
 
 if __name__ == "__main__":

services/production/app/main.py

@@ -6,130 +6,108 @@ Production Service - FastAPI Application
 Production planning and batch management service
 """
 
+import time
 from fastapi import FastAPI, Request
-from fastapi.middleware.cors import CORSMiddleware
-from contextlib import asynccontextmanager
-import structlog
-
 from app.core.config import settings
-from app.core.database import init_database, get_db_health
+from app.core.database import database_manager
 from app.api.production import router as production_router
 from app.services.production_alert_service import ProductionAlertService
-
+from shared.service_base import StandardFastAPIService
-# Configure logging
-logger = structlog.get_logger()
 
 
-@asynccontextmanager
+class ProductionService(StandardFastAPIService):
-async def lifespan(app: FastAPI):
+    """Production Service with standardized setup"""
-    """Manage application lifespan events"""
-    # Startup
-    try:
-        await init_database()
-        logger.info("Database initialized")
 
+    def __init__(self):
+        # Define expected database tables for health checks
+        production_expected_tables = [
+            'production_batches', 'production_schedules', 'production_capacity',
+            'quality_check_templates', 'quality_checks', 'equipment'
+        ]
+
+        self.alert_service = None
+
+        # Create custom checks for alert service
+        async def check_alert_service():
+            """Check production alert service health"""
+            try:
+                return bool(self.alert_service) if self.alert_service else False
+            except Exception as e:
+                self.logger.error("Alert service health check failed", error=str(e))
+                return False
+
+        super().__init__(
+            service_name=settings.SERVICE_NAME,
+            app_name=settings.APP_NAME,
+            description=settings.DESCRIPTION,
+            version=settings.VERSION,
+            api_prefix="/api/v1",
+            database_manager=database_manager,
+            expected_tables=production_expected_tables,
+            custom_health_checks={"alert_service": check_alert_service}
+        )
+
+    async def on_startup(self, app: FastAPI):
+        """Custom startup logic for production service"""
         # Initialize alert service
-        alert_service = ProductionAlertService(settings)
+        self.alert_service = ProductionAlertService(settings)
-        await alert_service.start()
+        await self.alert_service.start()
-        logger.info("Production alert service started")
+        self.logger.info("Production alert service started")
 
         # Store alert service in app state
-        app.state.alert_service = alert_service
+        app.state.alert_service = self.alert_service
 
-        logger.info("Production service started successfully")
+    async def on_shutdown(self, app: FastAPI):
-    except Exception as e:
+        """Custom shutdown logic for production service"""
-        logger.error("Failed to initialize production service", error=str(e))
-        raise
-    
-    yield
-    
-    # Shutdown
-    logger.info("Production service shutting down")
-    try:
         # Stop alert service
-        if hasattr(app.state, 'alert_service'):
+        if self.alert_service:
-            await app.state.alert_service.stop()
+            await self.alert_service.stop()
-            logger.info("Alert service stopped")
+            self.logger.info("Alert service stopped")
-    except Exception as e:
+
-        logger.error("Error during shutdown", error=str(e))
+    def get_service_features(self):
+        """Return production-specific features"""
+        return [
+            "production_planning",
+            "batch_management",
+            "production_scheduling",
+            "quality_control",
+            "equipment_management",
+            "capacity_planning",
+            "alert_notifications"
+        ]
+
+    def setup_custom_middleware(self):
+        """Setup custom middleware for production service"""
+        @self.app.middleware("http")
+        async def logging_middleware(request: Request, call_next):
+            """Add request logging middleware"""
+            start_time = time.time()
+            response = await call_next(request)
+            process_time = time.time() - start_time
+
+            self.logger.info("HTTP request processed",
+                            method=request.method,
+                            url=str(request.url),
+                            status_code=response.status_code,
+                            process_time=round(process_time, 4))
+
+            return response
 
 
-# Create FastAPI application
+# Create service instance
-app = FastAPI(
+service = ProductionService()
-    title=settings.APP_NAME,
-    description=settings.DESCRIPTION,
-    version=settings.VERSION,
-    lifespan=lifespan
-)
 
-# Add CORS middleware
+# Create FastAPI app with standardized setup
-app.add_middleware(
+app = service.create_app()
-    CORSMiddleware,
+
-    allow_origins=["*"],  # Configure based on environment
+# Setup standard endpoints
-    allow_credentials=True,
+service.setup_standard_endpoints()
-    allow_methods=["*"],
+
-    allow_headers=["*"],
+# Setup custom middleware
-)
+service.setup_custom_middleware()
 
 # Include routers
-app.include_router(production_router, prefix="/api/v1")
+service.add_router(production_router)
-
-
-@app.get("/health")
-async def health_check():
-    """Health check endpoint"""
-    try:
-        db_healthy = await get_db_health()
-        
-        health_status = {
-            "status": "healthy" if db_healthy else "unhealthy",
-            "service": settings.SERVICE_NAME,
-            "version": settings.VERSION,
-            "database": "connected" if db_healthy else "disconnected"
-        }
-        
-        if not db_healthy:
-            health_status["status"] = "unhealthy"
-        
-        return health_status
-        
-    except Exception as e:
-        logger.error("Health check failed", error=str(e))
-        return {
-            "status": "unhealthy",
-            "service": settings.SERVICE_NAME,
-            "version": settings.VERSION,
-            "error": str(e)
-        }
-
-
-@app.get("/")
-async def root():
-    """Root endpoint"""
-    return {
-        "service": settings.APP_NAME,
-        "version": settings.VERSION,
-        "description": settings.DESCRIPTION,
-        "status": "running"
-    }
-
-
-@app.middleware("http")
-async def logging_middleware(request: Request, call_next):
-    """Add request logging middleware"""
-    import time
-    
-    start_time = time.time()
-    response = await call_next(request)
-    process_time = time.time() - start_time
-    
-    logger.info("HTTP request processed",
-                method=request.method,
-                url=str(request.url),
-                status_code=response.status_code,
-                process_time=round(process_time, 4))
-    
-    return response
 
 
 if __name__ == "__main__":

services/recipes/app/main.py

@@ -4,122 +4,90 @@ Recipe Service - FastAPI application
 Handles recipe management, production planning, and inventory consumption tracking
 """
 
-from fastapi import FastAPI, Request
-from fastapi.middleware.cors import CORSMiddleware
-from fastapi.middleware.gzip import GZipMiddleware
-from fastapi.responses import JSONResponse
 import time
-import logging
+from fastapi import FastAPI, Request
-from contextlib import asynccontextmanager
+from fastapi.middleware.gzip import GZipMiddleware
 
 from .core.config import settings
 from .core.database import db_manager
 from .api import recipes
+from shared.service_base import StandardFastAPIService
 # Import models to register them with SQLAlchemy metadata
 from .models import recipes as recipe_models
 
 
-# Configure logging
+class RecipesService(StandardFastAPIService):
-logging.basicConfig(
+    """Recipes Service with standardized setup"""
-    level=getattr(logging, settings.LOG_LEVEL.upper()),
-    format="%(asctime)s - %(name)s - %(levelname)s - %(message)s"
-)
-logger = logging.getLogger(__name__)
 
+    def __init__(self):
+        # Define expected database tables for health checks
+        recipes_expected_tables = [
+            'recipes', 'recipe_ingredients', 'production_batches',
+            'production_ingredient_consumption', 'production_schedules'
+        ]
 
-@asynccontextmanager
+        super().__init__(
-async def lifespan(app: FastAPI):
+            service_name="recipes-service",
-    """Application lifespan events"""
+            app_name="Recipe Management Service",
-    # Startup
+            description="Comprehensive recipe management, production planning, and inventory consumption tracking for bakery operations",
-    logger.info(f"Starting {settings.SERVICE_NAME} service v{settings.SERVICE_VERSION}")
+            version=settings.SERVICE_VERSION,
-    
+            log_level=settings.LOG_LEVEL,
-    # Create database tables
+            cors_origins=settings.ALLOWED_ORIGINS,
-    try:
+            api_prefix=settings.API_V1_PREFIX,
-        await db_manager.create_tables()
+            database_manager=db_manager,
-        logger.info("Database tables created successfully")
+            expected_tables=recipes_expected_tables
-    except Exception as e:
-        logger.error(f"Failed to create database tables: {e}")
-        
-    yield
-    
-    # Shutdown
-    logger.info(f"Shutting down {settings.SERVICE_NAME} service")
-
-
-# Create FastAPI application
-app = FastAPI(
-    title="Recipe Management Service",
-    description="Comprehensive recipe management, production planning, and inventory consumption tracking for bakery operations",
-    version=settings.SERVICE_VERSION,
-    lifespan=lifespan,
-    docs_url="/docs" if settings.DEBUG else None,
-    redoc_url="/redoc" if settings.DEBUG else None,
-)
-
-# Add middleware
-app.add_middleware(
-    CORSMiddleware,
-    allow_origins=settings.ALLOWED_ORIGINS,
-    allow_credentials=True,
-    allow_methods=["*"],
-    allow_headers=["*"],
-)
-
-app.add_middleware(GZipMiddleware, minimum_size=1000)
-
-
-# Request timing middleware
-@app.middleware("http")
-async def add_process_time_header(request: Request, call_next):
-    """Add processing time header to responses"""
-    start_time = time.time()
-    response = await call_next(request)
-    process_time = time.time() - start_time
-    response.headers["X-Process-Time"] = str(process_time)
-    return response
-
-
-# Global exception handler
-@app.exception_handler(Exception)
-async def global_exception_handler(request: Request, exc: Exception):
-    """Global exception handler"""
-    logger.error(f"Global exception on {request.url}: {exc}", exc_info=True)
-    return JSONResponse(
-        status_code=500,
-        content={
-            "detail": "Internal server error",
-            "error": str(exc) if settings.DEBUG else "An unexpected error occurred"
-        }
-    )
-
-
-# Health check endpoint
-@app.get("/health")
-async def health_check():
-    """Health check endpoint"""
-    try:
-        # Test database connection
-        health_result = await db_manager.health_check()
-        
-        return {
-            "status": "healthy",
-            "service": settings.SERVICE_NAME,
-            "version": settings.SERVICE_VERSION,
-            "environment": settings.ENVIRONMENT,
-            "database": health_result
-        }
-    except Exception as e:
-        logger.error(f"Health check failed: {e}")
-        return JSONResponse(
-            status_code=503,
-            content={
-                "status": "unhealthy",
-                "service": settings.SERVICE_NAME,
-                "version": settings.SERVICE_VERSION,
-                "error": str(e)
-            }
         )
 
+    async def on_startup(self, app: FastAPI):
+        """Custom startup logic for recipes service"""
+        # Custom startup completed
+        pass
+
+    async def on_shutdown(self, app: FastAPI):
+        """Custom shutdown logic for recipes service"""
+        # Database cleanup is handled by the base class
+        pass
+
+    def get_service_features(self):
+        """Return recipes-specific features"""
+        return [
+            "recipe_management",
+            "production_planning",
+            "inventory_consumption_tracking",
+            "batch_production",
+            "tenant_scoped_operations"
+        ]
+
+    def setup_custom_middleware(self):
+        """Setup custom middleware for recipes service"""
+        # Add GZip middleware
+        self.app.add_middleware(GZipMiddleware, minimum_size=1000)
+
+        # Request timing middleware
+        @self.app.middleware("http")
+        async def add_process_time_header(request: Request, call_next):
+            """Add processing time header to responses"""
+            start_time = time.time()
+            response = await call_next(request)
+            process_time = time.time() - start_time
+            response.headers["X-Process-Time"] = str(process_time)
+            return response
+
+
+# Create service instance
+service = RecipesService()
+
+# Create FastAPI app with standardized setup
+app = service.create_app(
+    docs_url="/docs" if settings.DEBUG else None,
+    redoc_url="/redoc" if settings.DEBUG else None
+)
+
+# Setup standard endpoints
+service.setup_standard_endpoints()
+
+# Setup custom middleware
+service.setup_custom_middleware()
 
 # Include API routers with tenant-scoped paths
 app.include_router(
@@ -129,19 +97,6 @@ app.include_router(
 )
 
 
-
-
-@app.get("/")
-async def root():
-    """Root endpoint"""
-    return {
-        "service": settings.SERVICE_NAME,
-        "version": settings.SERVICE_VERSION,
-        "status": "running",
-        "docs_url": "/docs" if settings.DEBUG else None
-    }
-
-
 if __name__ == "__main__":
     import uvicorn
     uvicorn.run(

services/recipes/requirements.txt

@@ -24,6 +24,9 @@ requests==2.31.0
 asyncio-mqtt==0.16.1
 aiofiles==23.2.1
 
+# Messaging
+aio-pika==9.3.1
+
 # Caching (optional)
 redis==5.0.1
 python-redis-cache==0.1.0
@@ -31,6 +34,7 @@ python-redis-cache==0.1.0
 # Monitoring and logging
 structlog==23.2.0
 python-json-logger==2.0.4
+prometheus-client==0.19.0
 
 # Date/time handling
 python-dateutil==2.8.2

services/sales/app/main.py

@@ -3,150 +3,125 @@
 Sales Service Main Application
 """
 
-import structlog
+from fastapi import FastAPI
-from contextlib import asynccontextmanager
-from fastapi import FastAPI, Request
-from fastapi.middleware.cors import CORSMiddleware
-from fastapi.responses import JSONResponse
-
 from app.core.config import settings
-from app.core.database import init_db, close_db
+from app.core.database import database_manager
-from shared.monitoring import setup_logging, HealthChecker
+from shared.service_base import StandardFastAPIService
-from shared.monitoring.metrics import setup_metrics_early
-
-# Setup logging first
-setup_logging("sales-service", settings.LOG_LEVEL)
-logger = structlog.get_logger()
-
-# Global variables for lifespan access
-metrics_collector = None
-health_checker = None
-
-# Create FastAPI app FIRST
-app = FastAPI(
-    title="Bakery Sales Service",
-    description="Sales data management service for bakery operations",
-    version="1.0.0"
-)
-
-# Setup metrics BEFORE any middleware and BEFORE lifespan
-metrics_collector = setup_metrics_early(app, "sales-service")
-
-@asynccontextmanager
-async def lifespan(app: FastAPI):
-    """Application lifespan events"""
-    global health_checker
-    
-    # Startup
-    logger.info("Starting Sales Service...")
-    
-    try:
-        # Initialize database
-        await init_db()
-        logger.info("Database initialized")
-        
-        # Register custom metrics
-        metrics_collector.register_counter("sales_records_created_total", "Total sales records created")
-        metrics_collector.register_counter("sales_records_updated_total", "Total sales records updated")
-        metrics_collector.register_counter("sales_queries_total", "Sales record queries")
-        metrics_collector.register_counter("product_queries_total", "Product catalog queries")
-        metrics_collector.register_counter("import_jobs_total", "Data import jobs")
-        metrics_collector.register_counter("export_jobs_total", "Data export jobs")
-        
-        metrics_collector.register_histogram("sales_create_duration_seconds", "Sales record creation duration")
-        metrics_collector.register_histogram("sales_query_duration_seconds", "Sales query duration")
-        metrics_collector.register_histogram("import_processing_duration_seconds", "Import processing duration")
-        metrics_collector.register_histogram("export_generation_duration_seconds", "Export generation duration")
-        
-        # Setup health checker
-        health_checker = HealthChecker("sales-service")
-        
-        # Add database health check
-        async def check_database():
-            try:
-                from app.core.database import get_db
-                from sqlalchemy import text
-                async for db in get_db():
-                    await db.execute(text("SELECT 1"))
-                    return True
-            except Exception as e:
-                return f"Database error: {e}"
-        
-        health_checker.add_check("database", check_database, timeout=5.0, critical=True)
-        
-        # Store health checker in app state
-        app.state.health_checker = health_checker
-        
-        logger.info("Sales Service started successfully")
-        
-    except Exception as e:
-        logger.error(f"Failed to start Sales Service: {e}")
-        raise
-    
-    yield
-    
-    # Shutdown
-    logger.info("Shutting down Sales Service...")
-    await close_db()
-
-# Set lifespan AFTER metrics setup
-app.router.lifespan_context = lifespan
-
-# CORS middleware (added after metrics setup)
-app.add_middleware(
-    CORSMiddleware,
-    allow_origins=settings.CORS_ORIGINS,
-    allow_credentials=True,
-    allow_methods=["*"],
-    allow_headers=["*"],
-)
-
 # Include routers - import router BEFORE sales router to avoid conflicts
 from app.api.sales import router as sales_router
 from app.api.import_data import router as import_router
-app.include_router(import_router, prefix="/api/v1", tags=["import"])
-app.include_router(sales_router, prefix="/api/v1", tags=["sales"])
 
-# Health check endpoint
-@app.get("/health")
-async def health_check():
-    """Comprehensive health check endpoint"""
-    if health_checker:
-        return await health_checker.check_health()
-    else:
-        return {
-            "service": "sales-service",
-            "status": "healthy",
-            "version": "1.0.0"
-        }
 
-# Root endpoint
+class SalesService(StandardFastAPIService):
-@app.get("/")
+    """Sales Service with standardized setup"""
-async def root():
-    """Root endpoint"""
-    return {
-        "service": "Sales Service",
-        "version": "1.0.0",
-        "status": "running",
-        "endpoints": {
-            "health": "/health",
-            "docs": "/docs",
-            "sales": "/api/v1/sales",
-            "products": "/api/v1/products"
-        }
-    }
 
-# Exception handlers
+    def __init__(self):
-@app.exception_handler(Exception)
+        # Define expected database tables for health checks
-async def global_exception_handler(request: Request, exc: Exception):
+        sales_expected_tables = ['sales_data', 'sales_import_jobs']
-    """Global exception handler with metrics"""
-    logger.error(f"Unhandled exception: {exc}", exc_info=True)
 
-    # Record error metric if available
+        super().__init__(
-    if metrics_collector:
+            service_name="sales-service",
-        metrics_collector.increment_counter("errors_total", labels={"type": "unhandled"})
+            app_name="Bakery Sales Service",
+            description="Sales data management service for bakery operations",
+            version="1.0.0",
+            log_level=settings.LOG_LEVEL,
+            cors_origins=settings.CORS_ORIGINS,
+            api_prefix="/api/v1",
+            database_manager=database_manager,
+            expected_tables=sales_expected_tables
+        )
 
-    return JSONResponse(
+    async def on_startup(self, app: FastAPI):
-        status_code=500,
+        """Custom startup logic for sales service"""
-        content={"detail": "Internal server error"}
+        # Register custom metrics
-    )
+        self.register_custom_metrics({
+            "sales_records_created_total": {
+                "type": "counter",
+                "description": "Total sales records created"
+            },
+            "sales_records_updated_total": {
+                "type": "counter",
+                "description": "Total sales records updated"
+            },
+            "sales_queries_total": {
+                "type": "counter",
+                "description": "Sales record queries"
+            },
+            "product_queries_total": {
+                "type": "counter",
+                "description": "Product catalog queries"
+            },
+            "import_jobs_total": {
+                "type": "counter",
+                "description": "Data import jobs"
+            },
+            "export_jobs_total": {
+                "type": "counter",
+                "description": "Data export jobs"
+            },
+            "sales_create_duration_seconds": {
+                "type": "histogram",
+                "description": "Sales record creation duration"
+            },
+            "sales_query_duration_seconds": {
+                "type": "histogram",
+                "description": "Sales query duration"
+            },
+            "import_processing_duration_seconds": {
+                "type": "histogram",
+                "description": "Import processing duration"
+            },
+            "export_generation_duration_seconds": {
+                "type": "histogram",
+                "description": "Export generation duration"
+            }
+        })
+
+    async def on_shutdown(self, app: FastAPI):
+        """Custom shutdown logic for sales service"""
+        # Database cleanup is handled by the base class
+        pass
+
+    def get_service_features(self):
+        """Return sales-specific features"""
+        return [
+            "sales_data_management",
+            "product_catalog",
+            "data_import_export",
+            "sales_analytics",
+            "performance_tracking"
+        ]
+
+    def setup_custom_endpoints(self):
+        """Setup custom endpoints for sales service"""
+        @self.app.get("/")
+        async def root():
+            """Root endpoint"""
+            return {
+                "service": "Sales Service",
+                "version": "1.0.0",
+                "status": "running",
+                "endpoints": {
+                    "health": "/health",
+                    "docs": "/docs",
+                    "sales": "/api/v1/sales",
+                    "products": "/api/v1/products"
+                }
+            }
+
+
+# Create service instance
+service = SalesService()
+
+# Create FastAPI app with standardized setup
+app = service.create_app()
+
+# Setup standard endpoints
+service.setup_standard_endpoints()
+
+# Setup custom endpoints
+service.setup_custom_endpoints()
+
+# Include routers
+service.add_router(import_router, tags=["import"])
+service.add_router(sales_router, tags=["sales"])

services/suppliers/app/main.py

@@ -4,151 +4,51 @@ Supplier & Procurement Service FastAPI Application
 """
 
 import os
-from contextlib import asynccontextmanager
+from fastapi import FastAPI
-from fastapi import FastAPI, Request
-from fastapi.middleware.cors import CORSMiddleware
-from fastapi.responses import JSONResponse
-import structlog
-
-# Import core modules
 from app.core.config import settings
-from app.core.database import init_db, close_db
+from app.core.database import database_manager
 from app.api import suppliers, purchase_orders, deliveries
-from shared.monitoring.health import router as health_router
+from shared.service_base import StandardFastAPIService
-from shared.monitoring.metrics import setup_metrics_early
-# from shared.auth.decorators import setup_auth_middleware
-
-logger = structlog.get_logger()
-
-
-@asynccontextmanager
-async def lifespan(app: FastAPI):
-    """Application lifespan management"""
-    # Startup
-    logger.info("Starting Supplier Service", version=settings.VERSION)
-    
-    try:
-        # Initialize database
-        await init_db()
-        logger.info("Database initialized successfully")
-        
-        yield
-        
-    except Exception as e:
-        logger.error("Startup failed", error=str(e))
-        raise
-    finally:
-        # Shutdown
-        logger.info("Shutting down Supplier Service")
-        try:
-            await close_db()
-            logger.info("Database connections closed")
-        except Exception as e:
-            logger.error("Shutdown error", error=str(e))
-
-
-# Create FastAPI application
-app = FastAPI(
-    title=settings.APP_NAME,
-    description=settings.DESCRIPTION,
-    version=settings.VERSION,
-    openapi_url=f"{settings.API_V1_STR}/openapi.json",
-    docs_url=f"{settings.API_V1_STR}/docs",
-    redoc_url=f"{settings.API_V1_STR}/redoc",
-    lifespan=lifespan
-)
-
-
-# CORS middleware
-app.add_middleware(
-    CORSMiddleware,
-    allow_origins=settings.CORS_ORIGINS,
-    allow_credentials=True,
-    allow_methods=["*"],
-    allow_headers=["*"],
-)
-
-# Setup metrics
-try:
-    setup_metrics_early(app, "suppliers-service")
-    logger.info("Metrics setup completed")
-except Exception as e:
-    logger.error("Metrics setup failed", error=str(e))
-
-# Setup authentication middleware (commented out - not implemented)
-# setup_auth_middleware(app)
-
-
-# Exception handlers
-@app.exception_handler(ValueError)
-async def value_error_handler(request: Request, exc: ValueError):
-    """Handle validation errors"""
-    return JSONResponse(
-        status_code=400,
-        content={
-            "error": "Validation Error",
-            "detail": str(exc),
-            "type": "value_error"
-        }
-    )
-
-
-@app.exception_handler(Exception)
-async def general_exception_handler(request: Request, exc: Exception):
-    """Handle general exceptions"""
-    logger.error(
-        "Unhandled exception",
-        error=str(exc),
-        path=request.url.path,
-        method=request.method
-    )
-    
-    return JSONResponse(
-        status_code=500,
-        content={
-            "error": "Internal Server Error",
-            "detail": "An unexpected error occurred",
-            "type": "internal_error"
-        }
-    )
-
-
-# Include routers
-app.include_router(health_router, prefix="/health", tags=["health"])
-app.include_router(suppliers.router, prefix=settings.API_V1_STR)
-app.include_router(purchase_orders.router, prefix=settings.API_V1_STR)
-app.include_router(deliveries.router, prefix=settings.API_V1_STR)
-
 # Include enhanced performance tracking router
 from app.api.performance import router as performance_router
-app.include_router(performance_router, prefix=settings.API_V1_STR)
 
 
-# Root endpoint
+class SuppliersService(StandardFastAPIService):
-@app.get("/")
+    """Suppliers Service with standardized setup"""
-async def root():
-    """Root endpoint with service information"""
-    return {
-        "service": settings.SERVICE_NAME,
-        "version": settings.VERSION,
-        "description": settings.DESCRIPTION,
-        "status": "running",
-        "docs_url": f"{settings.API_V1_STR}/docs",
-        "health_url": "/health"
-    }
 
+    def __init__(self):
+        # Define expected database tables for health checks
+        suppliers_expected_tables = [
+            'suppliers', 'supplier_price_lists', 'purchase_orders', 'purchase_order_items',
+            'deliveries', 'delivery_items', 'supplier_quality_reviews', 'supplier_invoices',
+            'supplier_performance_metrics', 'supplier_alerts', 'supplier_scorecards',
+            'supplier_benchmarks', 'alert_rules'
+        ]
 
-# Service info endpoint
+        super().__init__(
-@app.get(f"{settings.API_V1_STR}/info")
+            service_name="suppliers-service",
-async def service_info():
+            app_name=settings.APP_NAME,
-    """Service information endpoint"""
+            description=settings.DESCRIPTION,
-    return {
+            version=settings.VERSION,
-        "service": settings.SERVICE_NAME,
+            cors_origins=settings.CORS_ORIGINS,
-        "version": settings.VERSION,
+            api_prefix=settings.API_V1_STR,
-        "description": settings.DESCRIPTION,
+            database_manager=database_manager,
-        "api_version": "v1",
+            expected_tables=suppliers_expected_tables
-        "environment": settings.ENVIRONMENT,
+        )
-        "features": [
+
+    async def on_startup(self, app: FastAPI):
+        """Custom startup logic for suppliers service"""
+        # Custom startup completed
+        pass
+
+    async def on_shutdown(self, app: FastAPI):
+        """Custom shutdown logic for suppliers service"""
+        # Database cleanup is handled by the base class
+        pass
+
+    def get_service_features(self):
+        """Return suppliers-specific features"""
+        return [
             "supplier_management",
             "vendor_onboarding",
             "purchase_orders",
@@ -168,7 +68,22 @@ async def service_info():
             "risk_assessment",
             "benchmarking"
         ]
-    }
+
+
+# Create service instance
+service = SuppliersService()
+
+# Create FastAPI app with standardized setup
+app = service.create_app()
+
+# Setup standard endpoints
+service.setup_standard_endpoints()
+
+# Include routers
+service.add_router(suppliers.router)
+service.add_router(purchase_orders.router)
+service.add_router(deliveries.router)
+service.add_router(performance_router)
 
 
 if __name__ == "__main__":

services/tenant/app/main.py

@@ -1,97 +1,83 @@
 # services/tenant/app/main.py
 """
-Tenant Service FastAPI application - FIXED VERSION
+Tenant Service FastAPI application
 """
 
-import structlog
 from fastapi import FastAPI
-from fastapi.middleware.cors import CORSMiddleware
-
 from app.core.config import settings
 from app.core.database import database_manager
 from app.api import tenants, subscriptions, webhooks
-from shared.monitoring.logging import setup_logging
+from shared.service_base import StandardFastAPIService
-from shared.monitoring.metrics import MetricsCollector
 
-# Setup logging
-setup_logging("tenant-service", settings.LOG_LEVEL)
-logger = structlog.get_logger()
 
-# Create FastAPI app
+class TenantService(StandardFastAPIService):
-app = FastAPI(
+    """Tenant Service with standardized setup"""
-    title="Tenant Management Service",
+
-    description="Multi-tenant bakery management service",
+    def __init__(self):
-    version="1.0.0",
+        # Define expected database tables for health checks
+        tenant_expected_tables = ['tenants', 'tenant_members', 'subscriptions']
+
+        super().__init__(
+            service_name="tenant-service",
+            app_name="Tenant Management Service",
+            description="Multi-tenant bakery management service",
+            version="1.0.0",
+            log_level=settings.LOG_LEVEL,
+            api_prefix="/api/v1",
+            database_manager=database_manager,
+            expected_tables=tenant_expected_tables
+        )
+
+    async def on_startup(self, app: FastAPI):
+        """Custom startup logic for tenant service"""
+        # Import models to ensure they're registered with SQLAlchemy
+        from app.models.tenants import Tenant, TenantMember, Subscription
+        self.logger.info("Tenant models imported successfully")
+
+    async def on_shutdown(self, app: FastAPI):
+        """Custom shutdown logic for tenant service"""
+        # Database cleanup is handled by the base class
+        pass
+
+    def get_service_features(self):
+        """Return tenant-specific features"""
+        return [
+            "multi_tenant_management",
+            "subscription_management",
+            "tenant_isolation",
+            "webhook_notifications",
+            "member_management"
+        ]
+
+    def setup_custom_endpoints(self):
+        """Setup custom endpoints for tenant service"""
+        @self.app.get("/metrics")
+        async def metrics():
+            """Prometheus metrics endpoint"""
+            if self.metrics_collector:
+                return self.metrics_collector.get_metrics()
+            return {"metrics": "not_available"}
+
+
+# Create service instance
+service = TenantService()
+
+# Create FastAPI app with standardized setup
+app = service.create_app(
     docs_url="/docs",
     redoc_url="/redoc"
 )
 
-# Initialize metrics
+# Setup standard endpoints
-metrics_collector = MetricsCollector("tenant_service")
+service.setup_standard_endpoints()
-app.state.metrics_collector = metrics_collector
 
-# CORS middleware
+# Setup custom endpoints
-app.add_middleware(
+service.setup_custom_endpoints()
-    CORSMiddleware,
-    allow_origins=["*"],
-    allow_credentials=True,
-    allow_methods=["*"],
-    allow_headers=["*"],
-)
 
 # Include routers
-app.include_router(tenants.router, prefix="/api/v1", tags=["tenants"])
+service.add_router(tenants.router, tags=["tenants"])
-app.include_router(subscriptions.router, prefix="/api/v1", tags=["subscriptions"])
+service.add_router(subscriptions.router, tags=["subscriptions"])
-app.include_router(webhooks.router, prefix="/api/v1", tags=["webhooks"])
+service.add_router(webhooks.router, tags=["webhooks"])
-
-@app.on_event("startup")
-async def startup_event():
-    """Initialize service on startup"""
-    logger.info("Starting Tenant Service...")
-    
-    try:
-        # ✅ FIX: Import models to ensure they're registered with SQLAlchemy
-        from app.models.tenants import Tenant, TenantMember, Subscription
-        logger.info("Tenant models imported successfully")
-        
-        # ✅ FIX: Create database tables on startup
-        await database_manager.create_tables()
-        logger.info("Tenant database tables created successfully")
-        
-    except Exception as e:
-        logger.error(f"Failed to initialize tenant service: {e}")
-        raise
-    
-    logger.info("Tenant Service startup completed successfully")
-
-@app.on_event("shutdown")
-async def shutdown_event():
-    """Cleanup on shutdown"""
-    logger.info("Shutting down Tenant Service...")
-    
-    try:
-        # Close database connections properly
-        if hasattr(database_manager, 'engine') and database_manager.engine:
-            await database_manager.engine.dispose()
-            logger.info("Database connections closed")
-    except Exception as e:
-        logger.error(f"Error during shutdown: {e}")
-    
-    logger.info("Tenant Service shutdown completed")
-
-@app.get("/health")
-async def health_check():
-    """Health check endpoint"""
-    return {
-        "status": "healthy",
-        "service": "tenant-service",
-        "version": "1.0.0"
-    }
-
-@app.get("/metrics")
-async def metrics():
-    """Prometheus metrics endpoint"""
-    return metrics_collector.get_metrics()
 
 if __name__ == "__main__":
     import uvicorn

services/training/app/main.py

@@ -1,280 +1,147 @@
 # ================================================================
-# services/training/app/main.py - FIXED VERSION
+# services/training/app/main.py
 # ================================================================
 """
 Training Service Main Application
-Enhanced with proper error handling, monitoring, and lifecycle management
+ML training service for bakery demand forecasting
 """
 
-import structlog
 import asyncio
-from contextlib import asynccontextmanager
 from fastapi import FastAPI, Request
-from fastapi.middleware.cors import CORSMiddleware
-from fastapi.middleware.trustedhost import TrustedHostMiddleware
-from fastapi.responses import JSONResponse
-import uvicorn
-
 from app.core.config import settings
-from app.core.database import initialize_training_database, cleanup_training_database, get_db_health, get_comprehensive_db_health
+from app.core.database import initialize_training_database, cleanup_training_database, database_manager
 from app.api import training, models
-
 from app.api.websocket import websocket_router
 from app.services.messaging import setup_messaging, cleanup_messaging
-from shared.monitoring.logging import setup_logging
+from shared.service_base import StandardFastAPIService
-from shared.monitoring.metrics import MetricsCollector
-# REMOVED: from shared.auth.decorators import require_auth
 
-# Setup structured logging
-setup_logging("training-service", settings.LOG_LEVEL)
-logger = structlog.get_logger()
 
-# Initialize metrics collector
+class TrainingService(StandardFastAPIService):
-metrics_collector = MetricsCollector("training-service")
+    """Training Service with standardized setup"""
 
-@asynccontextmanager
+    def __init__(self):
-async def lifespan(app: FastAPI):
+        # Define expected database tables for health checks
-    """
+        training_expected_tables = [
-    Application lifespan manager for startup and shutdown events
+            'model_training_logs', 'trained_models', 'model_performance_metrics',
-    """
+            'training_job_queue', 'model_artifacts'
-    # Startup
+        ]
-    logger.info("Starting Training Service", version="1.0.0")
 
-    try:
+        super().__init__(
-        # Initialize database
+            service_name="training-service",
-        logger.info("Initializing database connection")
+            app_name="Bakery Training Service",
-        await initialize_training_database()
+            description="ML training service for bakery demand forecasting",
-        logger.info("Database initialized successfully")
+            version="1.0.0",
+            log_level=settings.LOG_LEVEL,
+            cors_origins=settings.CORS_ORIGINS_LIST,
+            api_prefix="/api/v1",
+            database_manager=database_manager,
+            expected_tables=training_expected_tables,
+            enable_messaging=True
+        )
 
-        # Initialize messaging
+    async def _setup_messaging(self):
-        logger.info("Setting up messaging")
+        """Setup messaging for training service"""
         await setup_messaging()
-        logger.info("Messaging setup completed")
+        self.logger.info("Messaging setup completed")
 
-        # Start metrics server
+    async def _cleanup_messaging(self):
-        logger.info("Starting metrics server")
+        """Cleanup messaging for training service"""
-        metrics_collector.start_metrics_server(8080)
-        logger.info("Metrics server started on port 8080")
-        
-        # Store metrics collector in app state
-        app.state.metrics_collector = metrics_collector
-        
-        # Mark service as ready
-        app.state.ready = True
-        logger.info("Training Service startup completed successfully")
-        
-        yield
-        
-    except Exception as e:
-        logger.error("Failed to start Training Service", error=str(e))
-        app.state.ready = False
-        raise
-    
-    # Shutdown
-    logger.info("Shutting down Training Service")
-    
-    try:
-        # Stop metrics server
-        if hasattr(app.state, 'metrics_collector'):
-            await app.state.metrics_collector.shutdown()
-        
-        # Cleanup messaging
         await cleanup_messaging()
-        logger.info("Messaging cleanup completed")
 
-        # Close database connections
+    async def on_startup(self, app: FastAPI):
+        """Custom startup logic for training service"""
+        pass
+
+    async def on_shutdown(self, app: FastAPI):
+        """Custom shutdown logic for training service"""
+        # Note: Database cleanup is handled by the base class
+        # but training service has custom cleanup function
         await cleanup_training_database()
-        logger.info("Database connections closed")
+        self.logger.info("Training database cleanup completed")
 
-    except Exception as e:
+    def get_service_features(self):
-        logger.error("Error during shutdown", error=str(e))
+        """Return training-specific features"""
+        return [
+            "ml_model_training",
+            "demand_forecasting",
+            "model_performance_tracking",
+            "training_job_queue",
+            "model_artifacts_management",
+            "websocket_support",
+            "messaging_integration"
+        ]
 
-    logger.info("Training Service shutdown completed")
+    def setup_custom_middleware(self):
+        """Setup custom middleware for training service"""
+        # Request middleware for logging and metrics
+        @self.app.middleware("http")
+        async def process_request(request: Request, call_next):
+            """Process requests with logging and metrics"""
+            start_time = asyncio.get_event_loop().time()
 
-# Create FastAPI application with lifespan
+            try:
-app = FastAPI(
+                response = await call_next(request)
-    title="Bakery Training Service",
+                duration = asyncio.get_event_loop().time() - start_time
-    description="ML training service for bakery demand forecasting",
+
-    version="1.0.0",
+                self.logger.info(
+                    "Request completed",
+                    method=request.method,
+                    path=request.url.path,
+                    status_code=response.status_code,
+                    duration_ms=round(duration * 1000, 2)
+                )
+
+                return response
+
+            except Exception as e:
+                duration = asyncio.get_event_loop().time() - start_time
+
+                self.logger.error(
+                    "Request failed",
+                    method=request.method,
+                    path=request.url.path,
+                    error=str(e),
+                    duration_ms=round(duration * 1000, 2)
+                )
+                raise
+
+    def setup_custom_endpoints(self):
+        """Setup custom endpoints for training service"""
+        @self.app.get("/metrics")
+        async def get_metrics():
+            """Prometheus metrics endpoint"""
+            if self.metrics_collector:
+                return self.metrics_collector.get_metrics()
+            return {"status": "metrics not available"}
+
+        @self.app.get("/")
+        async def root():
+            return {"service": "training-service", "version": "1.0.0"}
+
+
+# Create service instance
+service = TrainingService()
+
+# Create FastAPI app with standardized setup
+app = service.create_app(
     docs_url="/docs",
-    redoc_url="/redoc",
+    redoc_url="/redoc"
-    lifespan=lifespan
 )
 
-# Add middleware
+# Setup standard endpoints
-app.add_middleware(
+service.setup_standard_endpoints()
-    CORSMiddleware,
-    allow_origins=settings.CORS_ORIGINS_LIST,
-    allow_credentials=True,
-    allow_methods=["*"],
-    allow_headers=["*"],
-)
 
+# Setup custom middleware
+service.setup_custom_middleware()
 
-# Request middleware for logging and metrics
+# Setup custom endpoints
-@app.middleware("http")
+service.setup_custom_endpoints()
-async def process_request(request: Request, call_next):
-    """Process requests with logging and metrics"""
-    start_time = asyncio.get_event_loop().time()
-    
-    try:
-        response = await call_next(request)
-        duration = asyncio.get_event_loop().time() - start_time
-        
-        logger.info(
-            "Request completed",
-            method=request.method,
-            path=request.url.path,
-            status_code=response.status_code,
-            duration_ms=round(duration * 1000, 2)
-        )
-        
-        # Update metrics
-        metrics_collector.record_request(
-            method=request.method,
-            endpoint=request.url.path,
-            status_code=response.status_code,
-            duration=duration
-        )
-        
-        return response
-        
-    except Exception as e:
-        duration = asyncio.get_event_loop().time() - start_time
-        
-        logger.error(
-            "Request failed",
-            method=request.method,
-            path=request.url.path,
-            error=str(e),
-            duration_ms=round(duration * 1000, 2)
-        )
-        
-        metrics_collector.increment_counter("http_requests_failed_total")
-        raise
-
-# Exception handlers
-@app.exception_handler(Exception)
-async def global_exception_handler(request: Request, exc: Exception):
-    """Global exception handler for unhandled errors"""
-    logger.error(
-        "Unhandled exception",
-        path=request.url.path,
-        method=request.method,
-        error=str(exc),
-        exc_info=True
-    )
-    
-    metrics_collector.increment_counter("unhandled_exceptions_total")
-    
-    return JSONResponse(
-        status_code=500,
-        content={
-            "detail": "Internal server error",
-            "error_id": structlog.get_logger().new().info("Error logged", error=str(exc))
-        }
-    )
 
 # Include API routers
-app.include_router(training.router, prefix="/api/v1", tags=["training"])
+service.add_router(training.router, tags=["training"])
-
+service.add_router(models.router, tags=["models"])
-app.include_router(models.router, prefix="/api/v1", tags=["models"])
 app.include_router(websocket_router, prefix="/api/v1/ws", tags=["websocket"])
 
-
-# Health check endpoints
-@app.get("/health")
-async def health_check():
-    """Basic health check endpoint"""
-    return {
-        "status": "healthy" if app.state.ready else "starting",
-        "service": "training-service",
-        "version": "1.0.0",
-        "timestamp": structlog.get_logger().new().info("Health check")
-    }
-
-@app.get("/health/ready")
-async def readiness_check():
-    """Kubernetes readiness probe endpoint with comprehensive database checks"""
-    try:
-        # Get comprehensive database health including table verification
-        db_health = await get_comprehensive_db_health()
-
-        checks = {
-            "database_connectivity": db_health["connectivity"],
-            "database_tables": db_health["tables_exist"],
-            "application": getattr(app.state, 'ready', False)
-        }
-
-        # Include detailed database info for debugging
-        database_details = {
-            "status": db_health["status"],
-            "tables_verified": db_health["tables_verified"],
-            "missing_tables": db_health["missing_tables"],
-            "errors": db_health["errors"]
-        }
-
-        # Service is ready only if all checks pass
-        all_ready = all(checks.values()) and db_health["status"] == "healthy"
-
-        if all_ready:
-            return {
-                "status": "ready",
-                "checks": checks,
-                "database": database_details
-            }
-        else:
-            return JSONResponse(
-                status_code=503,
-                content={
-                    "status": "not ready",
-                    "checks": checks,
-                    "database": database_details
-                }
-            )
-
-    except Exception as e:
-        logger.error("Readiness check failed", error=str(e))
-        return JSONResponse(
-            status_code=503,
-            content={
-                "status": "not ready",
-                "error": f"Health check failed: {str(e)}"
-            }
-        )
-
-@app.get("/health/database")
-async def database_health_check():
-    """Detailed database health endpoint for debugging"""
-    try:
-        db_health = await get_comprehensive_db_health()
-        status_code = 200 if db_health["status"] == "healthy" else 503
-        return JSONResponse(status_code=status_code, content=db_health)
-    except Exception as e:
-        logger.error("Database health check failed", error=str(e))
-        return JSONResponse(
-            status_code=503,
-            content={
-                "status": "unhealthy",
-                "error": f"Health check failed: {str(e)}"
-            }
-        )
-
-@app.get("/metrics")
-async def get_metrics():
-    """Prometheus metrics endpoint"""
-    if hasattr(app.state, 'metrics_collector'):
-        return app.state.metrics_collector.get_metrics()
-    return {"status": "metrics not available"}
-
-@app.get("/health/live")
-async def liveness_check():
-    return {"status": "alive"}
-
-@app.get("/")
-async def root():
-    return {"service": "training-service", "version": "1.0.0"}
-
 if __name__ == "__main__":
     uvicorn.run(
         "app.main:app",

shared/monitoring/__init__.py

@@ -4,12 +4,20 @@ Shared monitoring package for microservices
 
 from .logging import setup_logging
 from .metrics import setup_metrics_early, get_metrics_collector, MetricsCollector
-from .health import HealthChecker
+from .health_checks import (
+    HealthCheckManager,
+    FastAPIHealthChecker,
+    create_health_manager,
+    setup_fastapi_health_checks
+)
 
 __all__ = [
     'setup_logging',
     'setup_metrics_early',
     'get_metrics_collector',
     'MetricsCollector',
-    'HealthChecker'
+    'HealthCheckManager',
+    'FastAPIHealthChecker',
+    'create_health_manager',
+    'setup_fastapi_health_checks'
 ]

shared/monitoring/health_checks.py

@@ -0,0 +1,370 @@
+"""
+Enhanced Health Check System for Microservices
+
+Provides unified health check endpoints and database verification based on
+the comprehensive implementation from the training service.
+"""
+
+from typing import Dict, Any, List, Optional, Callable
+from contextlib import asynccontextmanager
+from sqlalchemy.ext.asyncio import AsyncSession
+from sqlalchemy import text, inspect
+from fastapi import HTTPException
+from fastapi.responses import JSONResponse
+import structlog
+import time
+import datetime
+
+from ..database.base import DatabaseManager
+from ..database.exceptions import DatabaseError, HealthCheckError
+
+logger = structlog.get_logger()
+
+
+class HealthCheckManager:
+    """
+    Unified health check manager for microservices
+
+    Provides standardized health check endpoints:
+    - /health - Basic service health
+    - /health/ready - Kubernetes readiness probe with comprehensive checks
+    - /health/live - Kubernetes liveness probe
+    - /health/database - Detailed database health information
+    """
+
+    def __init__(
+        self,
+        service_name: str,
+        version: str = "1.0.0",
+        database_manager: Optional[DatabaseManager] = None,
+        expected_tables: Optional[List[str]] = None,
+        custom_checks: Optional[Dict[str, Callable]] = None
+    ):
+        self.service_name = service_name
+        self.version = version
+        self.database_manager = database_manager
+        self.expected_tables = expected_tables or []
+        self.custom_checks = custom_checks or {}
+        self.ready_state = False
+
+    def set_ready(self, ready: bool = True):
+        """Set service ready state"""
+        self.ready_state = ready
+        logger.info(f"Service ready state changed",
+                   service=self.service_name, ready=ready)
+
+    async def basic_health_check(self, app_state=None) -> Dict[str, Any]:
+        """Basic health check endpoint (/health)"""
+        # Check app state for ready status if available
+        ready = self.ready_state
+        if app_state and hasattr(app_state, 'ready'):
+            ready = app_state.ready
+
+        return {
+            "status": "healthy" if ready else "starting",
+            "service": self.service_name,
+            "version": self.version,
+            "timestamp": datetime.datetime.utcnow().isoformat()
+        }
+
+    async def readiness_check(self, app_state=None) -> Dict[str, Any]:
+        """
+        Kubernetes readiness probe endpoint (/health/ready)
+
+        Returns 200 if ready, 503 if not ready
+        """
+        try:
+            # Check app state for ready status if available
+            ready = self.ready_state
+            if app_state and hasattr(app_state, 'ready'):
+                ready = app_state.ready
+
+            checks = {
+                "application": ready
+            }
+
+            database_details = {}
+
+            # Database connectivity and table verification
+            if self.database_manager:
+                db_health = await self._get_comprehensive_db_health()
+                checks["database_connectivity"] = db_health["connectivity"]
+                checks["database_tables"] = db_health["tables_exist"]
+
+                database_details = {
+                    "status": db_health["status"],
+                    "tables_verified": db_health["tables_verified"],
+                    "missing_tables": db_health["missing_tables"],
+                    "errors": db_health["errors"]
+                }
+
+            # Execute custom checks
+            for check_name, check_func in self.custom_checks.items():
+                try:
+                    checks[check_name] = await check_func()
+                except Exception as e:
+                    checks[check_name] = False
+                    logger.error(f"Custom check '{check_name}' failed", error=str(e))
+
+            # Service is ready only if all checks pass
+            all_ready = all(checks.values())
+            if self.database_manager:
+                all_ready = all_ready and database_details.get("status") == "healthy"
+
+            response_data = {
+                "status": "ready" if all_ready else "not ready",
+                "checks": checks
+            }
+
+            if database_details:
+                response_data["database"] = database_details
+
+            if all_ready:
+                return response_data
+            else:
+                raise HTTPException(status_code=503, detail=response_data)
+
+        except HTTPException:
+            raise
+        except Exception as e:
+            logger.error("Readiness check failed", error=str(e))
+            raise HTTPException(
+                status_code=503,
+                detail={
+                    "status": "not ready",
+                    "error": f"Health check failed: {str(e)}"
+                }
+            )
+
+    async def liveness_check(self) -> Dict[str, Any]:
+        """Kubernetes liveness probe endpoint (/health/live)"""
+        return {"status": "alive"}
+
+    async def database_health_check(self) -> Dict[str, Any]:
+        """
+        Detailed database health endpoint (/health/database)
+
+        Returns 200 if healthy, 503 if unhealthy
+        """
+        if not self.database_manager:
+            raise HTTPException(
+                status_code=404,
+                detail={"error": "Database health check not available"}
+            )
+
+        try:
+            db_health = await self._get_comprehensive_db_health()
+            status_code = 200 if db_health["status"] == "healthy" else 503
+
+            if status_code == 503:
+                raise HTTPException(status_code=503, detail=db_health)
+            return db_health
+
+        except HTTPException:
+            raise
+        except Exception as e:
+            logger.error("Database health check failed", error=str(e))
+            raise HTTPException(
+                status_code=503,
+                detail={
+                    "status": "unhealthy",
+                    "error": f"Health check failed: {str(e)}"
+                }
+            )
+
+    async def _get_comprehensive_db_health(self) -> Dict[str, Any]:
+        """
+        Comprehensive database health check with table verification
+        Based on training service implementation
+        """
+        health_status = {
+            "status": "healthy",
+            "connectivity": False,
+            "tables_exist": False,
+            "tables_verified": [],
+            "missing_tables": [],
+            "errors": [],
+            "connection_info": {},
+            "response_time_ms": 0
+        }
+
+        if not self.database_manager:
+            health_status["status"] = "unhealthy"
+            health_status["errors"].append("Database manager not configured")
+            return health_status
+
+        try:
+            # Test basic connectivity with timing
+            start_time = time.time()
+            health_status["connectivity"] = await self.database_manager.test_connection()
+            response_time = (time.time() - start_time) * 1000
+            health_status["response_time_ms"] = round(response_time, 2)
+
+            if not health_status["connectivity"]:
+                health_status["status"] = "unhealthy"
+                health_status["errors"].append("Database connectivity failed")
+                return health_status
+
+            # Get connection pool information
+            health_status["connection_info"] = await self.database_manager.get_connection_info()
+
+            # Test table existence if expected tables are configured
+            if self.expected_tables:
+                tables_verified = await self._verify_tables_exist()
+                health_status["tables_exist"] = tables_verified
+
+                if tables_verified:
+                    health_status["tables_verified"] = self.expected_tables.copy()
+                else:
+                    health_status["status"] = "unhealthy"
+                    health_status["errors"].append("Required tables missing or inaccessible")
+
+                    # Identify which specific tables are missing
+                    await self._identify_missing_tables(health_status)
+            else:
+                # If no expected tables configured, just mark as verified
+                health_status["tables_exist"] = True
+
+            logger.debug("Comprehensive database health check completed",
+                        service=self.service_name,
+                        status=health_status["status"],
+                        connectivity=health_status["connectivity"],
+                        tables_exist=health_status["tables_exist"])
+
+        except Exception as e:
+            health_status["status"] = "unhealthy"
+            health_status["errors"].append(f"Health check failed: {str(e)}")
+            logger.error("Comprehensive database health check failed",
+                        service=self.service_name, error=str(e))
+
+        return health_status
+
+    async def _verify_tables_exist(self) -> bool:
+        """Verify that all expected tables exist and are accessible"""
+        try:
+            async with self.database_manager.get_session() as session:
+                for table_name in self.expected_tables:
+                    try:
+                        await session.execute(text(f"SELECT 1 FROM {table_name} LIMIT 1"))
+                    except Exception:
+                        return False
+                return True
+        except Exception as e:
+            logger.error("Table verification failed", error=str(e))
+            return False
+
+    async def _identify_missing_tables(self, health_status: Dict[str, Any]):
+        """Identify which specific tables are missing"""
+        try:
+            async with self.database_manager.get_session() as session:
+                for table_name in self.expected_tables:
+                    try:
+                        await session.execute(text(f"SELECT 1 FROM {table_name} LIMIT 1"))
+                        health_status["tables_verified"].append(table_name)
+                    except Exception:
+                        health_status["missing_tables"].append(table_name)
+        except Exception as e:
+            health_status["errors"].append(f"Error checking individual tables: {str(e)}")
+
+
+class FastAPIHealthChecker:
+    """
+    FastAPI integration for health checks
+
+    Provides router setup and endpoint registration
+    """
+
+    def __init__(self, health_manager: HealthCheckManager):
+        self.health_manager = health_manager
+
+    def setup_health_routes(self, app):
+        """Setup health check routes on FastAPI app"""
+
+        @app.get("/health")
+        async def health_check():
+            """Basic health check endpoint"""
+            return await self.health_manager.basic_health_check(app.state)
+
+        @app.get("/health/ready")
+        async def readiness_check():
+            """Kubernetes readiness probe endpoint"""
+            try:
+                return await self.health_manager.readiness_check(app.state)
+            except HTTPException as e:
+                return JSONResponse(
+                    status_code=e.status_code,
+                    content=e.detail
+                )
+
+        @app.get("/health/live")
+        async def liveness_check():
+            """Kubernetes liveness probe endpoint"""
+            return await self.health_manager.liveness_check()
+
+        @app.get("/health/database")
+        async def database_health_check():
+            """Detailed database health endpoint"""
+            try:
+                return await self.health_manager.database_health_check()
+            except HTTPException as e:
+                return JSONResponse(
+                    status_code=e.status_code,
+                    content=e.detail
+                )
+
+
+# Convenience functions for easy integration
+
+def create_health_manager(
+    service_name: str,
+    version: str = "1.0.0",
+    database_manager: Optional[DatabaseManager] = None,
+    expected_tables: Optional[List[str]] = None,
+    custom_checks: Optional[Dict[str, Callable]] = None
+) -> HealthCheckManager:
+    """Factory function to create a HealthCheckManager"""
+    return HealthCheckManager(
+        service_name=service_name,
+        version=version,
+        database_manager=database_manager,
+        expected_tables=expected_tables,
+        custom_checks=custom_checks
+    )
+
+
+def setup_fastapi_health_checks(
+    app,
+    service_name: str,
+    version: str = "1.0.0",
+    database_manager: Optional[DatabaseManager] = None,
+    expected_tables: Optional[List[str]] = None,
+    custom_checks: Optional[Dict[str, Callable]] = None
+) -> HealthCheckManager:
+    """
+    Convenience function to setup health checks on a FastAPI app
+
+    Args:
+        app: FastAPI application instance
+        service_name: Name of the service
+        version: Service version
+        database_manager: Database manager instance
+        expected_tables: List of tables that should exist
+        custom_checks: Dict of custom check functions
+
+    Returns:
+        HealthCheckManager instance for further configuration
+    """
+    health_manager = create_health_manager(
+        service_name=service_name,
+        version=version,
+        database_manager=database_manager,
+        expected_tables=expected_tables,
+        custom_checks=custom_checks
+    )
+
+    fastapi_checker = FastAPIHealthChecker(health_manager)
+    fastapi_checker.setup_health_routes(app)
+
+    return health_manager
+
+

shared/service_base.py

@@ -0,0 +1,429 @@
+"""
+Standardized FastAPI Service Base
+
+Provides a unified approach for creating FastAPI microservices with common patterns:
+- Logging setup
+- Metrics initialization
+- Health checks
+- Database initialization
+- CORS middleware
+- Exception handlers
+- Lifespan management
+"""
+
+import os
+import structlog
+from typing import Optional, List, Dict, Callable, Any, TYPE_CHECKING
+from contextlib import asynccontextmanager
+from fastapi import FastAPI, Request
+from fastapi.middleware.cors import CORSMiddleware
+from fastapi.responses import JSONResponse
+from fastapi.routing import APIRouter
+
+from shared.monitoring import setup_logging
+from shared.monitoring.metrics import setup_metrics_early
+from shared.monitoring.health_checks import setup_fastapi_health_checks
+from shared.database.base import DatabaseManager
+
+if TYPE_CHECKING:
+    import uvicorn
+
+
+class BaseFastAPIService:
+    """
+    Base class for FastAPI microservices with standardized patterns
+    """
+
+    def __init__(
+        self,
+        service_name: str,
+        app_name: str,
+        description: str,
+        version: str = "1.0.0",
+        log_level: str = "INFO",
+        cors_origins: Optional[List[str]] = None,
+        api_prefix: str = "/api/v1",
+        database_manager: Optional[DatabaseManager] = None,
+        expected_tables: Optional[List[str]] = None,
+        custom_health_checks: Optional[Dict[str, Callable[[], Any]]] = None,
+        enable_metrics: bool = True,
+        enable_health_checks: bool = True,
+        enable_cors: bool = True,
+        enable_exception_handlers: bool = True,
+        enable_messaging: bool = False,
+        custom_metrics: Optional[Dict[str, Dict[str, Any]]] = None,
+        alert_service_class: Optional[type] = None
+    ):
+        self.service_name = service_name
+        self.app_name = app_name
+        self.description = description
+        self.version = version
+        self.log_level = log_level
+        self.cors_origins = cors_origins or ["*"]
+        self.api_prefix = api_prefix
+        self.database_manager = database_manager
+        self.expected_tables = expected_tables
+        self.custom_health_checks = custom_health_checks or {}
+        self.enable_metrics = enable_metrics
+        self.enable_health_checks = enable_health_checks
+        self.enable_cors = enable_cors
+        self.enable_exception_handlers = enable_exception_handlers
+        self.enable_messaging = enable_messaging
+        self.custom_metrics = custom_metrics or {}
+        self.alert_service_class = alert_service_class
+
+        # Initialize logging
+        setup_logging(service_name, log_level)
+        self.logger = structlog.get_logger()
+
+        # Will be set during app creation
+        self.app: Optional[FastAPI] = None
+        self.metrics_collector = None
+        self.health_manager = None
+        self.alert_service = None
+
+    def create_app(self, **fastapi_kwargs) -> FastAPI:
+        """
+        Create and configure FastAPI application with standardized setup
+        """
+        # Default FastAPI configuration
+        default_config = {
+            "title": self.app_name,
+            "description": self.description,
+            "version": self.version,
+            "openapi_url": f"{self.api_prefix}/openapi.json",
+            "docs_url": f"{self.api_prefix}/docs",
+            "redoc_url": f"{self.api_prefix}/redoc",
+        }
+
+        # Merge with user-provided config
+        config = {**default_config, **fastapi_kwargs}
+
+        # Create FastAPI app
+        self.app = FastAPI(**config)
+
+        # Setup metrics BEFORE middleware and lifespan
+        if self.enable_metrics:
+            self.metrics_collector = setup_metrics_early(self.app, self.service_name)
+
+        # Setup lifespan
+        self.app.router.lifespan_context = self._create_lifespan()
+
+        # Setup middleware
+        if self.enable_cors:
+            self._setup_cors()
+
+        # Setup exception handlers
+        if self.enable_exception_handlers:
+            self._setup_exception_handlers()
+
+        # Setup health checks
+        if self.enable_health_checks:
+            self._setup_health_checks()
+
+        # Setup root endpoint
+        self._setup_root_endpoint()
+
+        return self.app
+
+    def _create_lifespan(self):
+        """Create lifespan context manager"""
+        @asynccontextmanager
+        async def lifespan(app: FastAPI):
+            # Startup
+            self.logger.info(f"Starting {self.service_name}", version=self.version)
+
+            try:
+                # Initialize database if provided
+                if self.database_manager:
+                    await self._initialize_database()
+
+                # Setup messaging if enabled
+                if self.enable_messaging:
+                    await self._setup_messaging()
+
+                # Initialize alert service if provided
+                if self.alert_service_class:
+                    await self._initialize_alert_service(app)
+
+                # Register custom metrics if provided
+                if self.custom_metrics:
+                    self.register_custom_metrics(self.custom_metrics)
+
+                # Custom startup logic
+                await self.on_startup(app)
+
+                # Mark service as ready
+                app.state.ready = True
+
+                self.logger.info(f"{self.service_name} started successfully")
+
+                yield
+
+            except Exception as e:
+                self.logger.error(f"Startup failed for {self.service_name}", error=str(e))
+                raise
+            finally:
+                # Shutdown
+                self.logger.info(f"Shutting down {self.service_name}")
+                try:
+                    await self.on_shutdown(app)
+
+                    # Cleanup alert service if it exists
+                    if self.alert_service:
+                        await self._cleanup_alert_service()
+
+                    # Cleanup messaging if enabled
+                    if self.enable_messaging:
+                        await self._cleanup_messaging()
+
+                    if self.database_manager:
+                        await self._cleanup_database()
+
+                except Exception as e:
+                    self.logger.error(f"Shutdown error for {self.service_name}", error=str(e))
+
+        return lifespan
+
+    async def on_startup(self, app: FastAPI):
+        """
+        Override this method for custom startup logic
+        Called after database initialization but before marking as ready
+        """
+        pass
+
+    async def on_shutdown(self, app: FastAPI):
+        """
+        Override this method for custom shutdown logic
+        Called before database cleanup
+        """
+        pass
+
+    async def _initialize_database(self):
+        """Initialize database connection"""
+        try:
+            # Test connection
+            if await self.database_manager.test_connection():
+                self.logger.info("Database initialized successfully")
+            else:
+                raise Exception("Database connection test failed")
+        except Exception as e:
+            self.logger.error("Database initialization failed", error=str(e))
+            raise
+
+    async def _cleanup_database(self):
+        """Cleanup database connections"""
+        try:
+            await self.database_manager.close_connections()
+            self.logger.info("Database connections closed")
+        except Exception as e:
+            self.logger.error("Database cleanup error", error=str(e))
+
+    async def _setup_messaging(self):
+        """Setup messaging service - to be overridden by services that need it"""
+        pass
+
+    async def _cleanup_messaging(self):
+        """Cleanup messaging service - to be overridden by services that need it"""
+        pass
+
+    async def _initialize_alert_service(self, app: FastAPI):
+        """Initialize alert service - to be overridden by services that need it"""
+        pass
+
+    async def _cleanup_alert_service(self):
+        """Cleanup alert service - to be overridden by services that need it"""
+        pass
+
+    def _setup_cors(self):
+        """Setup CORS middleware"""
+        if self.app is not None:
+            self.app.add_middleware(
+                CORSMiddleware,
+                allow_origins=self.cors_origins,
+                allow_credentials=True,
+                allow_methods=["*"],
+                allow_headers=["*"],
+            )
+
+    def _setup_exception_handlers(self):
+        """Setup standard exception handlers"""
+        if self.app is not None:
+            @self.app.exception_handler(ValueError)
+            async def value_error_handler(request: Request, exc: ValueError):
+                """Handle validation errors"""
+                return JSONResponse(
+                    status_code=400,
+                    content={
+                        "error": "Validation Error",
+                        "detail": str(exc),
+                        "type": "value_error"
+                    }
+                )
+
+            @self.app.exception_handler(Exception)
+            async def general_exception_handler(request: Request, exc: Exception):
+                """Handle general exceptions"""
+                self.logger.error(
+                    "Unhandled exception",
+                    error=str(exc),
+                    path=request.url.path,
+                    method=request.method
+                )
+
+                # Record error metric if available
+                if self.metrics_collector:
+                    self.metrics_collector.increment_counter("errors_total", labels={"type": "unhandled"})
+
+                return JSONResponse(
+                    status_code=500,
+                    content={
+                        "error": "Internal Server Error",
+                        "detail": "An unexpected error occurred",
+                        "type": "internal_error"
+                    }
+                )
+
+    def _setup_health_checks(self):
+        """Setup health check endpoints"""
+        self.health_manager = setup_fastapi_health_checks(
+            app=self.app,
+            service_name=self.service_name,
+            version=self.version,
+            database_manager=self.database_manager,
+            expected_tables=self.expected_tables,
+            custom_checks=self.custom_health_checks
+        )
+
+    def _setup_root_endpoint(self):
+        """Setup root endpoint with service information"""
+        if self.app is not None:
+            @self.app.get("/")
+            async def root():
+                """Root endpoint with service information"""
+                return {
+                    "service": self.service_name,
+                    "version": self.version,
+                    "description": self.description,
+                    "status": "running",
+                    "docs_url": f"{self.api_prefix}/docs",
+                    "health_url": "/health"
+                }
+
+    def add_router(self, router: APIRouter, **kwargs: Any):
+        """Convenience method to add routers with default prefix"""
+        if self.app is not None:
+            prefix = kwargs.get('prefix', self.api_prefix)
+            kwargs['prefix'] = prefix
+            self.app.include_router(router, **kwargs)
+
+    def register_custom_metrics(self, metrics_config: Dict[str, Dict[str, Any]]):
+        """
+        Register custom metrics for the service
+
+        Args:
+            metrics_config: Dict with metric name as key and config as value
+                           Example: {
+                               "user_registrations": {
+                                   "type": "counter",
+                                   "description": "Total user registrations",
+                                   "labels": ["status"]
+                               }
+                           }
+        """
+        if not self.metrics_collector:
+            self.logger.warning("Metrics collector not available")
+            return
+
+        for metric_name, config in metrics_config.items():
+            metric_type = config.get("type", "counter")
+            description = config.get("description", f"{metric_name} metric")
+            labels = config.get("labels", [])
+
+            if metric_type == "counter":
+                self.metrics_collector.register_counter(metric_name, description, labels=labels)
+            elif metric_type == "histogram":
+                self.metrics_collector.register_histogram(metric_name, description, labels=labels)
+            else:
+                self.logger.warning(f"Unsupported metric type: {metric_type}")
+
+    def run_development_server(self, host: str = "0.0.0.0", port: int = 8000, reload: Optional[bool] = None):
+        """
+        Run development server with uvicorn
+        """
+        import uvicorn
+
+        if reload is None:
+            reload = os.getenv("RELOAD", "false").lower() == "true"
+
+        uvicorn.run(
+            f"{self.__module__}:app",
+            host=host,
+            port=port,
+            reload=reload,
+            log_level="info"
+        )
+
+
+class StandardFastAPIService(BaseFastAPIService):
+    """
+    Standard service implementation for most microservices
+
+    Provides additional common patterns for services with database and standard endpoints
+    """
+
+    def __init__(self, **kwargs: Any):
+        super().__init__(**kwargs)
+
+    def setup_standard_endpoints(self):
+        """Setup standard service endpoints"""
+        if self.app is not None:
+            @self.app.get(f"{self.api_prefix}/info")
+            async def service_info():
+                """Service information endpoint"""
+                return {
+                    "service": self.service_name,
+                    "version": self.version,
+                    "description": self.description,
+                    "api_version": "v1",
+                    "environment": os.getenv("ENVIRONMENT", "development"),
+                    "features": self.get_service_features()
+                }
+
+    def get_service_features(self) -> List[str]:
+        """
+        Override this method to return service-specific features
+        """
+        return ["health_checks", "metrics", "standardized_api"]
+
+
+class MessageProcessorService(BaseFastAPIService):
+    """
+    Service implementation for message processing services
+
+    Provides patterns for background processing services
+    """
+
+    def __init__(self, **kwargs: Any):
+        # Message processors typically don't need CORS or full API setup
+        kwargs.setdefault('enable_cors', False)
+        kwargs.setdefault('api_prefix', '/api/v1')
+        super().__init__(**kwargs)
+
+    async def on_startup(self, app: FastAPI):
+        """Initialize message processing components"""
+        await super().on_startup(app)
+        await self.setup_message_processing()
+
+    async def on_shutdown(self, app: FastAPI):
+        """Cleanup message processing components"""
+        await self.cleanup_message_processing()
+        await super().on_shutdown(app)
+
+    async def setup_message_processing(self):
+        """Override this method to setup message processing"""
+        pass
+
+    async def cleanup_message_processing(self):
+        """Override this method to cleanup message processing"""
+        pass