909 lines
24 KiB
Markdown
909 lines
24 KiB
Markdown
# Content Planning Implementation Guide
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## Detailed Component Specifications and Responsibilities
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### 📋 Overview
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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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---
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## 🏗️ Component Specifications
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### **1. API Layer (`content_planning/api/`)**
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#### **1.1 Routes (`content_planning/api/routes/`)**
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##### **Strategies Route (`strategies.py`)**
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**Responsibilities:**
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- Handle CRUD operations for content strategies
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- Manage strategy creation, retrieval, updates, and deletion
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- Validate strategy data and business rules
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- Handle strategy analytics and insights
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- Manage strategy-specific calendar events
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**Key Endpoints:**
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- `POST /strategies/` - Create new strategy
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- `GET /strategies/` - List strategies with filtering
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- `GET /strategies/{id}` - Get specific strategy
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- `PUT /strategies/{id}` - Update strategy
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- `DELETE /strategies/{id}` - Delete strategy
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- `GET /strategies/{id}/analytics` - Get strategy analytics
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**Dependencies:**
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- Strategy Service
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- Strategy Repository
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- Validation Utilities
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- Response Builders
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##### **Calendar Events Route (`calendar_events.py`)**
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**Responsibilities:**
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- Manage calendar event CRUD operations
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- Handle event scheduling and conflicts
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- Manage event status transitions
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- Handle bulk event operations
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- Manage event templates and recurring events
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**Key Endpoints:**
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- `POST /calendar-events/` - Create event
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- `GET /calendar-events/` - List events with filtering
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- `GET /calendar-events/{id}` - Get specific event
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- `PUT /calendar-events/{id}` - Update event
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- `DELETE /calendar-events/{id}` - Delete event
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- `POST /calendar-events/bulk` - Bulk operations
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**Dependencies:**
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- Calendar Service
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- Calendar Repository
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- Event Validation
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- Scheduling Logic
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##### **Gap Analysis Route (`gap_analysis.py`)**
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**Responsibilities:**
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- Handle content gap analysis requests
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- Manage analysis results and caching
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- Handle competitor analysis integration
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- Manage keyword research and opportunities
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- Handle analysis refresh and updates
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**Key Endpoints:**
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- `POST /gap-analysis/analyze` - Run new analysis
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- `GET /gap-analysis/` - Get analysis results
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- `GET /gap-analysis/{id}` - Get specific analysis
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- `POST /gap-analysis/refresh` - Force refresh
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- `GET /gap-analysis/opportunities` - Get opportunities
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**Dependencies:**
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- Gap Analysis Service
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- AI Analytics Service
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- Competitor Analyzer
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- Keyword Researcher
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##### **AI Analytics Route (`ai_analytics.py`)**
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**Responsibilities:**
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- Handle AI-powered analytics requests
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- Manage performance predictions
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- Handle strategic intelligence generation
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- Manage content evolution analysis
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- Handle real-time analytics streaming
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**Key Endpoints:**
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- `POST /ai-analytics/content-evolution` - Analyze evolution
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- `POST /ai-analytics/performance-trends` - Analyze trends
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- `POST /ai-analytics/predict-performance` - Predict performance
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- `POST /ai-analytics/strategic-intelligence` - Generate intelligence
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- `GET /ai-analytics/stream` - Stream analytics
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**Dependencies:**
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- AI Analytics Service
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- Performance Predictor
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- Strategic Intelligence Service
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- Streaming Utilities
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##### **Calendar Generation Route (`calendar_generation.py`)**
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**Responsibilities:**
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- Handle AI-powered calendar generation
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- Manage calendar templates and customization
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- Handle multi-platform calendar creation
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- Manage calendar optimization and suggestions
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- Handle calendar export and sharing
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**Key Endpoints:**
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- `POST /generate-calendar` - Generate calendar
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- `GET /calendar-templates` - Get templates
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- `POST /calendar-optimize` - Optimize calendar
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- `GET /calendar-export` - Export calendar
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- `POST /calendar-share` - Share calendar
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**Dependencies:**
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- Calendar Generator Service
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- AI Calendar Service
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- Template Manager
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- Export Utilities
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##### **Content Optimization Route (`content_optimization.py`)**
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**Responsibilities:**
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- Handle content optimization requests
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- Manage platform-specific adaptations
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- Handle performance prediction
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- Manage content repurposing
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- Handle trending topics integration
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**Key Endpoints:**
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- `POST /optimize-content` - Optimize content
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- `POST /performance-predictions` - Predict performance
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- `POST /repurpose-content` - Repurpose content
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- `GET /trending-topics` - Get trending topics
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- `POST /content-adapt` - Adapt content
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**Dependencies:**
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- Content Optimizer Service
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- Performance Predictor
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- Trending Analyzer
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- Platform Adapter
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##### **Health Monitoring Route (`health_monitoring.py`)**
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**Responsibilities:**
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- Handle health check requests
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- Monitor service status
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- Handle performance metrics
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- Manage system diagnostics
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- Handle alerting and notifications
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**Key Endpoints:**
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- `GET /health` - Basic health check
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- `GET /health/backend` - Backend health
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- `GET /health/ai` - AI services health
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- `GET /health/database` - Database health
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- `GET /metrics` - Performance metrics
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**Dependencies:**
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- Health Check Service
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- Metrics Collector
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- Alert Manager
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- Diagnostic Tools
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#### **1.2 Models (`content_planning/api/models/`)**
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##### **Request Models (`requests.py`)**
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**Responsibilities:**
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- Define request schemas for all endpoints
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- Implement request validation rules
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- Handle request transformation
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- Manage request versioning
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- Handle request sanitization
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**Key Models:**
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- ContentStrategyRequest
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- CalendarEventRequest
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- GapAnalysisRequest
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- AIAnalyticsRequest
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- CalendarGenerationRequest
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- ContentOptimizationRequest
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##### **Response Models (`responses.py`)**
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**Responsibilities:**
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- Define response schemas for all endpoints
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- Implement response formatting
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- Handle response caching
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- Manage response versioning
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- Handle response compression
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**Key Models:**
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- ContentStrategyResponse
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- CalendarEventResponse
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- GapAnalysisResponse
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- AIAnalyticsResponse
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- CalendarGenerationResponse
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- ContentOptimizationResponse
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##### **Schemas (`schemas.py`)**
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**Responsibilities:**
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- Define OpenAPI schemas for documentation
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- Implement schema validation
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- Handle schema versioning
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- Manage schema inheritance
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- Handle schema examples
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#### **1.3 Dependencies (`dependencies.py`)**
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**Responsibilities:**
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- Define dependency injection patterns
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- Manage service dependencies
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- Handle database connections
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- Manage authentication dependencies
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- Handle configuration dependencies
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### **2. Service Layer (`content_planning/services/`)**
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#### **2.1 Core Services (`content_planning/services/core/`)**
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##### **Strategy Service (`strategy_service.py`)**
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**Responsibilities:**
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- Implement content strategy business logic
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- Manage strategy creation and validation
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- Handle strategy analytics and insights
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- Manage strategy relationships
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- Handle strategy optimization
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**Key Methods:**
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- `create_strategy(data)`
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- `get_strategy(strategy_id)`
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- `update_strategy(strategy_id, data)`
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- `delete_strategy(strategy_id)`
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- `analyze_strategy(strategy_id)`
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- `optimize_strategy(strategy_id)`
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**Dependencies:**
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- Strategy Repository
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- Analytics Service
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- Validation Service
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- AI Service Manager
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##### **Calendar Service (`calendar_service.py`)**
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**Responsibilities:**
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- Implement calendar event business logic
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- Manage event scheduling and conflicts
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- Handle event status management
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- Manage recurring events
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- Handle calendar optimization
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**Key Methods:**
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- `create_event(event_data)`
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- `get_event(event_id)`
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- `update_event(event_id, data)`
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- `delete_event(event_id)`
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- `schedule_event(event_data)`
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- `optimize_calendar(strategy_id)`
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**Dependencies:**
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- Calendar Repository
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- Scheduling Service
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- Conflict Resolver
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- Optimization Service
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##### **Gap Analysis Service (`gap_analysis_service.py`)**
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**Responsibilities:**
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- Implement content gap analysis logic
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- Manage analysis execution
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- Handle competitor analysis
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- Manage keyword research
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- Handle opportunity identification
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**Key Methods:**
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- `analyze_gaps(website_url, competitors)`
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- `get_analysis_results(analysis_id)`
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- `refresh_analysis(analysis_id)`
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- `identify_opportunities(analysis_id)`
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- `generate_recommendations(analysis_id)`
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**Dependencies:**
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- Gap Analysis Repository
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- Competitor Analyzer
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- Keyword Researcher
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- AI Analytics Service
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##### **Analytics Service (`analytics_service.py`)**
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**Responsibilities:**
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- Implement analytics business logic
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- Manage performance tracking
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- Handle trend analysis
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- Manage insights generation
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- Handle reporting
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**Key Methods:**
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- `track_performance(data)`
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- `analyze_trends(time_period)`
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- `generate_insights(data)`
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- `create_report(report_type)`
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- `export_analytics(format)`
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**Dependencies:**
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- Analytics Repository
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- Performance Tracker
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- Trend Analyzer
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- Report Generator
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#### **2.2 AI Services (`content_planning/services/ai/`)**
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##### **Calendar Generator (`calendar_generator.py`)**
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**Responsibilities:**
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- Generate AI-powered calendars
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- Manage calendar templates
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- Handle multi-platform optimization
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- Manage content scheduling
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- Handle performance prediction
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**Key Methods:**
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- `generate_calendar(user_data, preferences)`
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- `optimize_calendar(calendar_id)`
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- `adapt_for_platform(calendar, platform)`
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- `predict_performance(calendar)`
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- `generate_templates(industry)`
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**Dependencies:**
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- AI Service Manager
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- Template Manager
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- Performance Predictor
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- Platform Adapter
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##### **Content Optimizer (`content_optimizer.py`)**
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**Responsibilities:**
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- Optimize content for platforms
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- Manage content adaptations
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- Handle performance optimization
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- Manage content repurposing
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- Handle trending integration
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**Key Methods:**
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- `optimize_content(content, platform)`
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- `adapt_content(content, target_platform)`
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- `repurpose_content(content, platforms)`
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- `integrate_trends(content, trends)`
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- `predict_performance(content)`
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**Dependencies:**
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- AI Service Manager
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- Platform Adapter
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- Performance Predictor
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- Trending Analyzer
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##### **Performance Predictor (`performance_predictor.py`)**
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**Responsibilities:**
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- Predict content performance
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- Manage prediction models
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- Handle historical analysis
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- Manage confidence scoring
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- Handle recommendation generation
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**Key Methods:**
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- `predict_performance(content_data)`
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- `analyze_historical_data(content_type)`
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- `calculate_confidence_score(prediction)`
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- `generate_recommendations(prediction)`
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- `update_models(new_data)`
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**Dependencies:**
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- AI Service Manager
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- Historical Data Analyzer
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- Confidence Calculator
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- Recommendation Engine
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##### **Trending Analyzer (`trending_analyzer.py`)**
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**Responsibilities:**
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- Analyze trending topics
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- Manage trend identification
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- Handle relevance scoring
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- Manage audience alignment
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- Handle trend prediction
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**Key Methods:**
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- `analyze_trends(industry, time_period)`
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- `calculate_relevance(topic, context)`
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- `assess_audience_alignment(topic, audience)`
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- `predict_trend_direction(topic)`
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- `generate_content_ideas(trends)`
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**Dependencies:**
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- AI Service Manager
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- Trend Identifier
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- Relevance Calculator
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- Audience Analyzer
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#### **2.3 Database Services (`content_planning/services/database/`)**
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##### **Repositories (`content_planning/services/database/repositories/`)**
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###### **Strategy Repository (`strategy_repository.py`)**
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**Responsibilities:**
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- Handle strategy data persistence
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- Manage strategy queries
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- Handle strategy relationships
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- Manage strategy caching
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- Handle strategy migrations
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**Key Methods:**
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- `create_strategy(data)`
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- `get_strategy(strategy_id)`
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- `update_strategy(strategy_id, data)`
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- `delete_strategy(strategy_id)`
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- `list_strategies(filters)`
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- `get_strategy_analytics(strategy_id)`
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**Dependencies:**
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- Database Connection Manager
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- Transaction Manager
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- Cache Manager
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- Migration Manager
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###### **Calendar Repository (`calendar_repository.py`)**
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**Responsibilities:**
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- Handle calendar event persistence
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- Manage event queries
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- Handle event scheduling
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- Manage event conflicts
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- Handle event caching
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**Key Methods:**
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- `create_event(event_data)`
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- `get_event(event_id)`
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- `update_event(event_id, data)`
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- `delete_event(event_id)`
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- `list_events(filters)`
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- `check_conflicts(event_data)`
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**Dependencies:**
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- Database Connection Manager
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- Transaction Manager
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- Cache Manager
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- Conflict Resolver
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###### **Gap Analysis Repository (`gap_analysis_repository.py`)**
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**Responsibilities:**
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- Handle gap analysis persistence
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- Manage analysis queries
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- Handle analysis caching
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- Manage analysis relationships
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- Handle analysis cleanup
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**Key Methods:**
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- `store_analysis(analysis_data)`
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- `get_analysis(analysis_id)`
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- `update_analysis(analysis_id, data)`
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- `delete_analysis(analysis_id)`
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- `list_analyses(filters)`
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- `cleanup_old_analyses(days)`
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**Dependencies:**
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- Database Connection Manager
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- Transaction Manager
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- Cache Manager
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- Cleanup Manager
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###### **Analytics Repository (`analytics_repository.py`)**
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**Responsibilities:**
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- Handle analytics data persistence
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- Manage analytics queries
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- Handle analytics aggregation
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- Manage analytics caching
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- Handle analytics reporting
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**Key Methods:**
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- `store_analytics(analytics_data)`
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- `get_analytics(analytics_id)`
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- `update_analytics(analytics_id, data)`
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- `delete_analytics(analytics_id)`
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- `aggregate_analytics(time_period)`
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- `generate_report(report_type)`
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**Dependencies:**
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- Database Connection Manager
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- Transaction Manager
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- Cache Manager
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- Report Generator
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##### **Managers (`content_planning/services/database/managers/`)**
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###### **Connection Manager (`connection_manager.py`)**
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**Responsibilities:**
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- Manage database connections
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- Handle connection pooling
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- Manage connection health
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- Handle connection configuration
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- Handle connection monitoring
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**Key Methods:**
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- `get_connection()`
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- `release_connection(connection)`
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- `check_connection_health()`
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- `configure_connection_pool()`
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- `monitor_connections()`
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**Dependencies:**
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- Database Configuration
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- Pool Manager
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- Health Checker
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- Monitor Service
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###### **Transaction Manager (`transaction_manager.py`)**
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**Responsibilities:**
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- Manage database transactions
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- Handle transaction rollback
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- Manage transaction isolation
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- Handle transaction monitoring
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- Handle transaction optimization
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**Key Methods:**
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- `begin_transaction()`
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- `commit_transaction(transaction)`
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- `rollback_transaction(transaction)`
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- `isolation_level(level)`
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- `monitor_transaction(transaction)`
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**Dependencies:**
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- Database Connection Manager
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- Transaction Monitor
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- Isolation Manager
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- Optimization Service
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### **3. Utility Layer (`content_planning/utils/`)**
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#### **3.1 Logging (`content_planning/utils/logging/`)**
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##### **Logger Config (`logger_config.py`)**
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**Responsibilities:**
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- Configure logging system
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- Manage log levels
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- Handle log formatting
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- Manage log rotation
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- Handle log aggregation
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**Key Methods:**
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- `configure_logger(name, level)`
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- `set_log_format(format)`
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- `configure_rotation(policy)`
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- `configure_aggregation(service)`
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- `get_logger(name)`
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##### **Log Formatters (`log_formatters.py`)**
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**Responsibilities:**
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- Define log formats
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- Handle structured logging
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- Manage log metadata
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- Handle log correlation
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- Manage log filtering
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**Key Methods:**
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- `format_log_entry(level, message, context)`
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- `add_metadata(log_entry, metadata)`
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- `correlate_logs(correlation_id)`
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- `filter_logs(criteria)`
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- `structure_log_data(data)`
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##### **Audit Logger (`audit_logger.py`)**
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**Responsibilities:**
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- Handle audit logging
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- Manage sensitive operations
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- Handle compliance logging
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- Manage audit trails
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- Handle audit reporting
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**Key Methods:**
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- `log_audit_event(event_type, user_id, details)`
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- `track_sensitive_operation(operation, user_id)`
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- `generate_audit_trail(user_id, time_period)`
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- `compliance_report(requirements)`
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- `audit_analysis(time_period)`
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#### **3.2 Validation (`content_planning/utils/validation/`)**
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##### **Validators (`validators.py`)**
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**Responsibilities:**
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- Validate input data
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- 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 |