# Content Planning Implementation Guide
## Detailed Component Specifications and Responsibilities

### 📋 Overview

This document provides detailed specifications for each component in the refactored content planning module. It defines responsibilities, interfaces, dependencies, and implementation requirements for maintaining functionality while improving code organization.

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## 🏗️ Component Specifications

### **1. API Layer (`content_planning/api/`)**

#### **1.1 Routes (`content_planning/api/routes/`)**

##### **Strategies Route (`strategies.py`)**
**Responsibilities:**
- Handle CRUD operations for content strategies
- Manage strategy creation, retrieval, updates, and deletion
- Validate strategy data and business rules
- Handle strategy analytics and insights
- Manage strategy-specific calendar events

**Key Endpoints:**
- `POST /strategies/` - Create new strategy
- `GET /strategies/` - List strategies with filtering
- `GET /strategies/{id}` - Get specific strategy
- `PUT /strategies/{id}` - Update strategy
- `DELETE /strategies/{id}` - Delete strategy
- `GET /strategies/{id}/analytics` - Get strategy analytics

**Dependencies:**
- Strategy Service
- Strategy Repository
- Validation Utilities
- Response Builders

##### **Calendar Events Route (`calendar_events.py`)**
**Responsibilities:**
- Manage calendar event CRUD operations
- Handle event scheduling and conflicts
- Manage event status transitions
- Handle bulk event operations
- Manage event templates and recurring events

**Key Endpoints:**
- `POST /calendar-events/` - Create event
- `GET /calendar-events/` - List events with filtering
- `GET /calendar-events/{id}` - Get specific event
- `PUT /calendar-events/{id}` - Update event
- `DELETE /calendar-events/{id}` - Delete event
- `POST /calendar-events/bulk` - Bulk operations

**Dependencies:**
- Calendar Service
- Calendar Repository
- Event Validation
- Scheduling Logic

##### **Gap Analysis Route (`gap_analysis.py`)**
**Responsibilities:**
- Handle content gap analysis requests
- Manage analysis results and caching
- Handle competitor analysis integration
- Manage keyword research and opportunities
- Handle analysis refresh and updates

**Key Endpoints:**
- `POST /gap-analysis/analyze` - Run new analysis
- `GET /gap-analysis/` - Get analysis results
- `GET /gap-analysis/{id}` - Get specific analysis
- `POST /gap-analysis/refresh` - Force refresh
- `GET /gap-analysis/opportunities` - Get opportunities

**Dependencies:**
- Gap Analysis Service
- AI Analytics Service
- Competitor Analyzer
- Keyword Researcher

##### **AI Analytics Route (`ai_analytics.py`)**
**Responsibilities:**
- Handle AI-powered analytics requests
- Manage performance predictions
- Handle strategic intelligence generation
- Manage content evolution analysis
- Handle real-time analytics streaming

**Key Endpoints:**
- `POST /ai-analytics/content-evolution` - Analyze evolution
- `POST /ai-analytics/performance-trends` - Analyze trends
- `POST /ai-analytics/predict-performance` - Predict performance
- `POST /ai-analytics/strategic-intelligence` - Generate intelligence
- `GET /ai-analytics/stream` - Stream analytics

**Dependencies:**
- AI Analytics Service
- Performance Predictor
- Strategic Intelligence Service
- Streaming Utilities

##### **Calendar Generation Route (`calendar_generation.py`)**
**Responsibilities:**
- Handle AI-powered calendar generation
- Manage calendar templates and customization
- Handle multi-platform calendar creation
- Manage calendar optimization and suggestions
- Handle calendar export and sharing

**Key Endpoints:**
- `POST /generate-calendar` - Generate calendar
- `GET /calendar-templates` - Get templates
- `POST /calendar-optimize` - Optimize calendar
- `GET /calendar-export` - Export calendar
- `POST /calendar-share` - Share calendar

**Dependencies:**
- Calendar Generator Service
- AI Calendar Service
- Template Manager
- Export Utilities

##### **Content Optimization Route (`content_optimization.py`)**
**Responsibilities:**
- Handle content optimization requests
- Manage platform-specific adaptations
- Handle performance prediction
- Manage content repurposing
- Handle trending topics integration

**Key Endpoints:**
- `POST /optimize-content` - Optimize content
- `POST /performance-predictions` - Predict performance
- `POST /repurpose-content` - Repurpose content
- `GET /trending-topics` - Get trending topics
- `POST /content-adapt` - Adapt content

**Dependencies:**
- Content Optimizer Service
- Performance Predictor
- Trending Analyzer
- Platform Adapter

##### **Health Monitoring Route (`health_monitoring.py`)**
**Responsibilities:**
- Handle health check requests
- Monitor service status
- Handle performance metrics
- Manage system diagnostics
- Handle alerting and notifications

**Key Endpoints:**
- `GET /health` - Basic health check
- `GET /health/backend` - Backend health
- `GET /health/ai` - AI services health
- `GET /health/database` - Database health
- `GET /metrics` - Performance metrics

**Dependencies:**
- Health Check Service
- Metrics Collector
- Alert Manager
- Diagnostic Tools

#### **1.2 Models (`content_planning/api/models/`)**

##### **Request Models (`requests.py`)**
**Responsibilities:**
- Define request schemas for all endpoints
- Implement request validation rules
- Handle request transformation
- Manage request versioning
- Handle request sanitization

**Key Models:**
- ContentStrategyRequest
- CalendarEventRequest
- GapAnalysisRequest
- AIAnalyticsRequest
- CalendarGenerationRequest
- ContentOptimizationRequest

##### **Response Models (`responses.py`)**
**Responsibilities:**
- Define response schemas for all endpoints
- Implement response formatting
- Handle response caching
- Manage response versioning
- Handle response compression

**Key Models:**
- ContentStrategyResponse
- CalendarEventResponse
- GapAnalysisResponse
- AIAnalyticsResponse
- CalendarGenerationResponse
- ContentOptimizationResponse

##### **Schemas (`schemas.py`)**
**Responsibilities:**
- Define OpenAPI schemas for documentation
- Implement schema validation
- Handle schema versioning
- Manage schema inheritance
- Handle schema examples

#### **1.3 Dependencies (`dependencies.py`)**
**Responsibilities:**
- Define dependency injection patterns
- Manage service dependencies
- Handle database connections
- Manage authentication dependencies
- Handle configuration dependencies

### **2. Service Layer (`content_planning/services/`)**

#### **2.1 Core Services (`content_planning/services/core/`)**

##### **Strategy Service (`strategy_service.py`)**
**Responsibilities:**
- Implement content strategy business logic
- Manage strategy creation and validation
- Handle strategy analytics and insights
- Manage strategy relationships
- Handle strategy optimization

**Key Methods:**
- `create_strategy(data)`
- `get_strategy(strategy_id)`
- `update_strategy(strategy_id, data)`
- `delete_strategy(strategy_id)`
- `analyze_strategy(strategy_id)`
- `optimize_strategy(strategy_id)`

**Dependencies:**
- Strategy Repository
- Analytics Service
- Validation Service
- AI Service Manager

##### **Calendar Service (`calendar_service.py`)**
**Responsibilities:**
- Implement calendar event business logic
- Manage event scheduling and conflicts
- Handle event status management
- Manage recurring events
- Handle calendar optimization

**Key Methods:**
- `create_event(event_data)`
- `get_event(event_id)`
- `update_event(event_id, data)`
- `delete_event(event_id)`
- `schedule_event(event_data)`
- `optimize_calendar(strategy_id)`

**Dependencies:**
- Calendar Repository
- Scheduling Service
- Conflict Resolver
- Optimization Service

##### **Gap Analysis Service (`gap_analysis_service.py`)**
**Responsibilities:**
- Implement content gap analysis logic
- Manage analysis execution
- Handle competitor analysis
- Manage keyword research
- Handle opportunity identification

**Key Methods:**
- `analyze_gaps(website_url, competitors)`
- `get_analysis_results(analysis_id)`
- `refresh_analysis(analysis_id)`
- `identify_opportunities(analysis_id)`
- `generate_recommendations(analysis_id)`

**Dependencies:**
- Gap Analysis Repository
- Competitor Analyzer
- Keyword Researcher
- AI Analytics Service

##### **Analytics Service (`analytics_service.py`)**
**Responsibilities:**
- Implement analytics business logic
- Manage performance tracking
- Handle trend analysis
- Manage insights generation
- Handle reporting

**Key Methods:**
- `track_performance(data)`
- `analyze_trends(time_period)`
- `generate_insights(data)`
- `create_report(report_type)`
- `export_analytics(format)`

**Dependencies:**
- Analytics Repository
- Performance Tracker
- Trend Analyzer
- Report Generator

#### **2.2 AI Services (`content_planning/services/ai/`)**

##### **Calendar Generator (`calendar_generator.py`)**
**Responsibilities:**
- Generate AI-powered calendars
- Manage calendar templates
- Handle multi-platform optimization
- Manage content scheduling
- Handle performance prediction

**Key Methods:**
- `generate_calendar(user_data, preferences)`
- `optimize_calendar(calendar_id)`
- `adapt_for_platform(calendar, platform)`
- `predict_performance(calendar)`
- `generate_templates(industry)`

**Dependencies:**
- AI Service Manager
- Template Manager
- Performance Predictor
- Platform Adapter

##### **Content Optimizer (`content_optimizer.py`)**
**Responsibilities:**
- Optimize content for platforms
- Manage content adaptations
- Handle performance optimization
- Manage content repurposing
- Handle trending integration

**Key Methods:**
- `optimize_content(content, platform)`
- `adapt_content(content, target_platform)`
- `repurpose_content(content, platforms)`
- `integrate_trends(content, trends)`
- `predict_performance(content)`

**Dependencies:**
- AI Service Manager
- Platform Adapter
- Performance Predictor
- Trending Analyzer

##### **Performance Predictor (`performance_predictor.py`)**
**Responsibilities:**
- Predict content performance
- Manage prediction models
- Handle historical analysis
- Manage confidence scoring
- Handle recommendation generation

**Key Methods:**
- `predict_performance(content_data)`
- `analyze_historical_data(content_type)`
- `calculate_confidence_score(prediction)`
- `generate_recommendations(prediction)`
- `update_models(new_data)`

**Dependencies:**
- AI Service Manager
- Historical Data Analyzer
- Confidence Calculator
- Recommendation Engine

##### **Trending Analyzer (`trending_analyzer.py`)**
**Responsibilities:**
- Analyze trending topics
- Manage trend identification
- Handle relevance scoring
- Manage audience alignment
- Handle trend prediction

**Key Methods:**
- `analyze_trends(industry, time_period)`
- `calculate_relevance(topic, context)`
- `assess_audience_alignment(topic, audience)`
- `predict_trend_direction(topic)`
- `generate_content_ideas(trends)`

**Dependencies:**
- AI Service Manager
- Trend Identifier
- Relevance Calculator
- Audience Analyzer

#### **2.3 Database Services (`content_planning/services/database/`)**

##### **Repositories (`content_planning/services/database/repositories/`)**

###### **Strategy Repository (`strategy_repository.py`)**
**Responsibilities:**
- Handle strategy data persistence
- Manage strategy queries
- Handle strategy relationships
- Manage strategy caching
- Handle strategy migrations

**Key Methods:**
- `create_strategy(data)`
- `get_strategy(strategy_id)`
- `update_strategy(strategy_id, data)`
- `delete_strategy(strategy_id)`
- `list_strategies(filters)`
- `get_strategy_analytics(strategy_id)`

**Dependencies:**
- Database Connection Manager
- Transaction Manager
- Cache Manager
- Migration Manager

###### **Calendar Repository (`calendar_repository.py`)**
**Responsibilities:**
- Handle calendar event persistence
- Manage event queries
- Handle event scheduling
- Manage event conflicts
- Handle event caching

**Key Methods:**
- `create_event(event_data)`
- `get_event(event_id)`
- `update_event(event_id, data)`
- `delete_event(event_id)`
- `list_events(filters)`
- `check_conflicts(event_data)`

**Dependencies:**
- Database Connection Manager
- Transaction Manager
- Cache Manager
- Conflict Resolver

###### **Gap Analysis Repository (`gap_analysis_repository.py`)**
**Responsibilities:**
- Handle gap analysis persistence
- Manage analysis queries
- Handle analysis caching
- Manage analysis relationships
- Handle analysis cleanup

**Key Methods:**
- `store_analysis(analysis_data)`
- `get_analysis(analysis_id)`
- `update_analysis(analysis_id, data)`
- `delete_analysis(analysis_id)`
- `list_analyses(filters)`
- `cleanup_old_analyses(days)`

**Dependencies:**
- Database Connection Manager
- Transaction Manager
- Cache Manager
- Cleanup Manager

###### **Analytics Repository (`analytics_repository.py`)**
**Responsibilities:**
- Handle analytics data persistence
- Manage analytics queries
- Handle analytics aggregation
- Manage analytics caching
- Handle analytics reporting

**Key Methods:**
- `store_analytics(analytics_data)`
- `get_analytics(analytics_id)`
- `update_analytics(analytics_id, data)`
- `delete_analytics(analytics_id)`
- `aggregate_analytics(time_period)`
- `generate_report(report_type)`

**Dependencies:**
- Database Connection Manager
- Transaction Manager
- Cache Manager
- Report Generator

##### **Managers (`content_planning/services/database/managers/`)**

###### **Connection Manager (`connection_manager.py`)**
**Responsibilities:**
- Manage database connections
- Handle connection pooling
- Manage connection health
- Handle connection configuration
- Handle connection monitoring

**Key Methods:**
- `get_connection()`
- `release_connection(connection)`
- `check_connection_health()`
- `configure_connection_pool()`
- `monitor_connections()`

**Dependencies:**
- Database Configuration
- Pool Manager
- Health Checker
- Monitor Service

###### **Transaction Manager (`transaction_manager.py`)**
**Responsibilities:**
- Manage database transactions
- Handle transaction rollback
- Manage transaction isolation
- Handle transaction monitoring
- Handle transaction optimization

**Key Methods:**
- `begin_transaction()`
- `commit_transaction(transaction)`
- `rollback_transaction(transaction)`
- `isolation_level(level)`
- `monitor_transaction(transaction)`

**Dependencies:**
- Database Connection Manager
- Transaction Monitor
- Isolation Manager
- Optimization Service

### **3. Utility Layer (`content_planning/utils/`)**

#### **3.1 Logging (`content_planning/utils/logging/`)**

##### **Logger Config (`logger_config.py`)**
**Responsibilities:**
- Configure logging system
- Manage log levels
- Handle log formatting
- Manage log rotation
- Handle log aggregation

**Key Methods:**
- `configure_logger(name, level)`
- `set_log_format(format)`
- `configure_rotation(policy)`
- `configure_aggregation(service)`
- `get_logger(name)`

##### **Log Formatters (`log_formatters.py`)**
**Responsibilities:**
- Define log formats
- Handle structured logging
- Manage log metadata
- Handle log correlation
- Manage log filtering

**Key Methods:**
- `format_log_entry(level, message, context)`
- `add_metadata(log_entry, metadata)`
- `correlate_logs(correlation_id)`
- `filter_logs(criteria)`
- `structure_log_data(data)`

##### **Audit Logger (`audit_logger.py`)**
**Responsibilities:**
- Handle audit logging
- Manage sensitive operations
- Handle compliance logging
- Manage audit trails
- Handle audit reporting

**Key Methods:**
- `log_audit_event(event_type, user_id, details)`
- `track_sensitive_operation(operation, user_id)`
- `generate_audit_trail(user_id, time_period)`
- `compliance_report(requirements)`
- `audit_analysis(time_period)`

#### **3.2 Validation (`content_planning/utils/validation/`)**

##### **Validators (`validators.py`)**
**Responsibilities:**
- Validate input data
- Handle business rule validation
- Manage validation rules
- Handle validation errors
- Manage validation performance

**Key Methods:**
- `validate_strategy_data(data)`
- `validate_calendar_event(event_data)`
- `validate_gap_analysis_request(request)`
- `validate_ai_analytics_request(request)`
- `validate_calendar_generation_request(request)`

##### **Sanitizers (`sanitizers.py`)**
**Responsibilities:**
- Sanitize input data
- Handle data cleaning
- Manage data transformation
- Handle security sanitization
- Manage data normalization

**Key Methods:**
- `sanitize_user_input(input_data)`
- `clean_database_input(input_data)`
- `transform_data_format(data, format)`
- `security_sanitize(data)`
- `normalize_data(data)`

##### **Schema Validators (`schema_validators.py`)**
**Responsibilities:**
- Validate JSON schemas
- Handle schema validation
- Manage schema versioning
- Handle schema errors
- Manage schema documentation

**Key Methods:**
- `validate_against_schema(data, schema)`
- `validate_schema_version(schema, version)`
- `handle_schema_errors(errors)`
- `generate_schema_documentation(schema)`
- `migrate_schema(old_schema, new_schema)`

#### **3.3 Helpers (`content_planning/utils/helpers/`)**

##### **Data Transformers (`data_transformers.py`)**
**Responsibilities:**
- Transform data formats
- Handle data conversion
- Manage data mapping
- Handle data serialization
- Manage data compression

**Key Methods:**
- `transform_to_json(data)`
- `convert_data_format(data, target_format)`
- `map_data_fields(data, mapping)`
- `serialize_data(data, format)`
- `compress_data(data)`

##### **Response Builders (`response_builders.py`)**
**Responsibilities:**
- Build API responses
- Handle response formatting
- Manage response caching
- Handle response compression
- Manage response versioning

**Key Methods:**
- `build_success_response(data, message)`
- `build_error_response(error, details)`
- `format_response(response, format)`
- `cache_response(response, key)`
- `compress_response(response)`

##### **Error Handlers (`error_handlers.py`)**
**Responsibilities:**
- Handle application errors
- Manage error logging
- Handle error reporting
- Manage error recovery
- Handle error monitoring

**Key Methods:**
- `handle_database_error(error)`
- `handle_validation_error(error)`
- `handle_ai_service_error(error)`
- `log_error(error, context)`
- `report_error(error, severity)`

##### **Cache Helpers (`cache_helpers.py`)**
**Responsibilities:**
- Manage data caching
- Handle cache invalidation
- Manage cache performance
- Handle cache monitoring
- Manage cache configuration

**Key Methods:**
- `cache_data(key, data, ttl)`
- `get_cached_data(key)`
- `invalidate_cache(pattern)`
- `monitor_cache_performance()`
- `configure_cache_policy(policy)`

#### **3.4 Constants (`content_planning/utils/constants/`)**

##### **API Constants (`api_constants.py`)**
**Responsibilities:**
- Define API constants
- Manage endpoint paths
- Handle HTTP status codes
- Manage API versions
- Handle API limits

**Key Constants:**
- API_ENDPOINTS
- HTTP_STATUS_CODES
- API_VERSIONS
- RATE_LIMITS
- TIMEOUTS

##### **Error Codes (`error_codes.py`)**
**Responsibilities:**
- Define error codes
- Manage error messages
- Handle error categories
- Manage error severity
- Handle error documentation

**Key Constants:**
- ERROR_CODES
- ERROR_MESSAGES
- ERROR_CATEGORIES
- ERROR_SEVERITY
- ERROR_DOCUMENTATION

##### **Business Rules (`business_rules.py`)**
**Responsibilities:**
- Define business rules
- Manage validation rules
- Handle business constraints
- Manage business logic
- Handle rule documentation

**Key Constants:**
- VALIDATION_RULES
- BUSINESS_CONSTRAINTS
- BUSINESS_LOGIC
- RULE_DOCUMENTATION
- RULE_VERSIONS

### **4. Configuration (`content_planning/config/`)**

#### **4.1 Settings (`settings.py`)**
**Responsibilities:**
- Manage application settings
- Handle environment configuration
- Manage feature flags
- Handle configuration validation
- Manage configuration documentation

**Key Methods:**
- `load_settings(environment)`
- `validate_settings(settings)`
- `get_feature_flag(flag_name)`
- `update_settings(updates)`
- `document_settings()`

#### **4.2 Database Config (`database_config.py`)**
**Responsibilities:**
- Manage database configuration
- Handle connection settings
- Manage pool configuration
- Handle migration settings
- Manage backup configuration

**Key Methods:**
- `configure_database(environment)`
- `get_connection_settings()`
- `configure_pool_settings()`
- `get_migration_settings()`
- `configure_backup_settings()`

#### **4.3 AI Config (`ai_config.py`)**
**Responsibilities:**
- Manage AI service configuration
- Handle API key management
- Manage model settings
- Handle service limits
- Manage performance settings

**Key Methods:**
- `configure_ai_services(environment)`
- `get_api_keys()`
- `configure_model_settings()`
- `get_service_limits()`
- `configure_performance_settings()`

### **5. Testing (`content_planning/tests/`)**

#### **5.1 Unit Tests (`content_planning/tests/unit/`)**
**Responsibilities:**
- Test individual components
- Validate business logic
- Test utility functions
- Validate data transformations
- Test error handling

**Test Categories:**
- Service Tests
- Repository Tests
- Utility Tests
- Validation Tests
- Helper Tests

#### **5.2 Integration Tests (`content_planning/tests/integration/`)**
**Responsibilities:**
- Test component interactions
- Validate API endpoints
- Test database operations
- Validate AI service integration
- Test end-to-end workflows

**Test Categories:**
- API Integration Tests
- Database Integration Tests
- AI Service Integration Tests
- End-to-End Tests
- Performance Tests

#### **5.3 Fixtures (`content_planning/tests/fixtures/`)**
**Responsibilities:**
- Provide test data
- Manage test environments
- Handle test setup
- Manage test cleanup
- Handle test configuration

**Key Components:**
- Test Data Factories
- Mock Services
- Test Configuration
- Cleanup Utilities
- Environment Setup

---

## 🎯 Implementation Guidelines

### **Code Organization Principles**
1. **Single Responsibility**: Each component has one clear purpose
2. **Dependency Injection**: Use FastAPI's DI system consistently
3. **Interface Segregation**: Define clear interfaces for each component
4. **Open/Closed Principle**: Extend functionality without modifying existing code
5. **DRY Principle**: Avoid code duplication through shared utilities

### **Error Handling Strategy**
1. **Consistent Error Codes**: Use standardized error codes across all components
2. **Meaningful Messages**: Provide clear, actionable error messages
3. **Proper Logging**: Log errors with appropriate context and severity
4. **Graceful Degradation**: Handle errors without breaking the entire system
5. **Error Recovery**: Implement retry mechanisms where appropriate

### **Performance Optimization**
1. **Caching Strategy**: Implement appropriate caching at multiple levels
2. **Database Optimization**: Use connection pooling and query optimization
3. **Async Operations**: Use async/await for I/O operations
4. **Background Processing**: Move heavy operations to background tasks
5. **Resource Management**: Properly manage memory and connection resources

### **Security Considerations**
1. **Input Validation**: Validate and sanitize all inputs
2. **Authentication**: Implement proper authentication mechanisms
3. **Authorization**: Use role-based access control
4. **Data Protection**: Encrypt sensitive data
5. **Audit Logging**: Log all sensitive operations

### **Testing Strategy**
1. **Unit Testing**: Test individual components in isolation
2. **Integration Testing**: Test component interactions
3. **End-to-End Testing**: Test complete workflows
4. **Performance Testing**: Test system performance under load
5. **Security Testing**: Test security vulnerabilities

---

## 📋 Migration Checklist

### **Phase 1: Foundation**
- [ ] Create folder structure
- [ ] Set up configuration management
- [ ] Implement logging infrastructure
- [ ] Create utility functions
- [ ] Set up error handling

### **Phase 2: Service Layer**
- [ ] Extract core services
- [ ] Implement AI services
- [ ] Create repository layer
- [ ] Set up dependency injection
- [ ] Implement service interfaces

### **Phase 3: API Layer**
- [ ] Split routes by functionality
- [ ] Create request/response models
- [ ] Implement validation
- [ ] Set up error handling
- [ ] Create API documentation

### **Phase 4: Testing**
- [ ] Create unit tests
- [ ] Implement integration tests
- [ ] Set up test fixtures
- [ ] Create performance tests
- [ ] Implement test coverage

### **Phase 5: Documentation**
- [ ] Create API documentation
- [ ] Document code standards
- [ ] Create deployment guides
- [ ] Document troubleshooting
- [ ] Create maintenance guides

---

**Document Version**: 1.0  
**Last Updated**: 2024-08-01  
**Status**: Implementation Guide  
**Next Steps**: Begin Phase 1 Implementation 