"""
Educational Content Manager
Manages educational content and messages for strategy generation process.
"""

from typing import Dict, Any, List
from datetime import datetime


class EducationalContentManager:
    """Manages educational content for strategy generation steps."""
    
    @staticmethod
    def get_initialization_content() -> Dict[str, Any]:
        """Get educational content for initialization step."""
        return {
            "title": "🤖 AI-Powered Strategy Generation",
            "description": "Initializing AI analysis and preparing educational content...",
            "details": [
                "🔧 Setting up AI services",
                "📊 Loading user context",
                "🎯 Preparing strategy framework",
                "📚 Generating educational content"
            ],
            "insight": "We're getting everything ready for your personalized AI strategy generation.",
            "estimated_time": "2-3 minutes total"
        }
    
    @staticmethod
    def get_step_content(step: int) -> Dict[str, Any]:
        """Get educational content for a specific step."""
        step_content = {
            1: EducationalContentManager._get_user_context_content(),
            2: EducationalContentManager._get_foundation_content(),
            3: EducationalContentManager._get_strategic_insights_content(),
            4: EducationalContentManager._get_competitive_analysis_content(),
            5: EducationalContentManager._get_performance_predictions_content(),
            6: EducationalContentManager._get_implementation_roadmap_content(),
            7: EducationalContentManager._get_compilation_content(),
            8: EducationalContentManager._get_completion_content()
        }
        
        return step_content.get(step, EducationalContentManager._get_default_content())
    
    @staticmethod
    def get_step_completion_content(step: int, result_data: Dict[str, Any] = None) -> Dict[str, Any]:
        """Get educational content for step completion."""
        completion_content = {
            3: EducationalContentManager._get_strategic_insights_completion(result_data),
            4: EducationalContentManager._get_competitive_analysis_completion(result_data),
            5: EducationalContentManager._get_performance_predictions_completion(result_data),
            6: EducationalContentManager._get_implementation_roadmap_completion(result_data)
        }
        
        return completion_content.get(step, EducationalContentManager._get_default_completion())
    
    @staticmethod
    def _get_user_context_content() -> Dict[str, Any]:
        """Get educational content for user context analysis."""
        return {
            "title": "🔍 Analyzing Your Data",
            "description": "We're gathering all your onboarding information to create a personalized strategy.",
            "details": [
                "📊 Website analysis data",
                "🎯 Research preferences",
                "🔑 API configurations",
                "📈 Historical performance metrics"
            ],
            "insight": "Your data helps us understand your business context, target audience, and competitive landscape.",
            "ai_prompt_preview": "Analyzing user onboarding data to extract business context, audience insights, and competitive positioning..."
        }
    
    @staticmethod
    def _get_foundation_content() -> Dict[str, Any]:
        """Get educational content for foundation building."""
        return {
            "title": "🏗️ Building Foundation",
            "description": "Creating the core strategy framework based on your business objectives.",
            "details": [
                "🎯 Business objectives mapping",
                "📊 Target metrics definition",
                "💰 Budget allocation strategy",
                "⏰ Timeline planning"
            ],
            "insight": "A solid foundation ensures your content strategy aligns with business goals and resources.",
            "ai_prompt_preview": "Generating strategic foundation: business objectives, target metrics, budget allocation, and timeline planning..."
        }
    
    @staticmethod
    def _get_strategic_insights_content() -> Dict[str, Any]:
        """Get educational content for strategic insights generation."""
        return {
            "title": "🧠 Strategic Intelligence Analysis",
            "description": "AI is analyzing your market position and identifying strategic opportunities.",
            "details": [
                "🎯 Market positioning analysis",
                "💡 Opportunity identification",
                "📈 Growth potential assessment",
                "🎪 Competitive advantage mapping"
            ],
            "insight": "Strategic insights help you understand where you stand in the market and how to differentiate.",
            "ai_prompt_preview": "Analyzing market position, identifying strategic opportunities, assessing growth potential, and mapping competitive advantages...",
            "estimated_time": "15-20 seconds"
        }
    
    @staticmethod
    def _get_competitive_analysis_content() -> Dict[str, Any]:
        """Get educational content for competitive analysis."""
        return {
            "title": "🔍 Competitive Intelligence Analysis",
            "description": "AI is analyzing your competitors to identify gaps and opportunities.",
            "details": [
                "🏢 Competitor content strategies",
                "📊 Market gap analysis",
                "🎯 Differentiation opportunities",
                "📈 Industry trend analysis"
            ],
            "insight": "Understanding your competitors helps you find unique angles and underserved market segments.",
            "ai_prompt_preview": "Analyzing competitor content strategies, identifying market gaps, finding differentiation opportunities, and assessing industry trends...",
            "estimated_time": "20-25 seconds"
        }
    
    @staticmethod
    def _get_performance_predictions_content() -> Dict[str, Any]:
        """Get educational content for performance predictions."""
        return {
            "title": "📊 Performance Forecasting",
            "description": "AI is predicting content performance and ROI based on industry data.",
            "details": [
                "📈 Traffic growth projections",
                "💰 ROI predictions",
                "🎯 Conversion rate estimates",
                "📊 Engagement metrics forecasting"
            ],
            "insight": "Performance predictions help you set realistic expectations and optimize resource allocation.",
            "ai_prompt_preview": "Analyzing industry benchmarks, predicting traffic growth, estimating ROI, forecasting conversion rates, and projecting engagement metrics...",
            "estimated_time": "15-20 seconds"
        }
    
    @staticmethod
    def _get_implementation_roadmap_content() -> Dict[str, Any]:
        """Get educational content for implementation roadmap."""
        return {
            "title": "🗺️ Implementation Roadmap",
            "description": "AI is creating a detailed implementation plan for your content strategy.",
            "details": [
                "📋 Task breakdown and timeline",
                "👥 Resource allocation planning",
                "🎯 Milestone definition",
                "📊 Success metric tracking"
            ],
            "insight": "A clear implementation roadmap ensures successful strategy execution and measurable results.",
            "ai_prompt_preview": "Creating implementation roadmap: task breakdown, resource allocation, milestone planning, and success metric definition...",
            "estimated_time": "15-20 seconds"
        }
    
    @staticmethod
    def _get_risk_assessment_content() -> Dict[str, Any]:
        """Get educational content for risk assessment."""
        return {
            "title": "⚠️ Risk Assessment",
            "description": "AI is identifying potential risks and mitigation strategies for your content strategy.",
            "details": [
                "🔍 Risk identification and analysis",
                "📊 Risk probability assessment",
                "🛡️ Mitigation strategy development",
                "📈 Risk monitoring framework"
            ],
            "insight": "Proactive risk assessment helps you prepare for challenges and maintain strategy effectiveness.",
            "ai_prompt_preview": "Assessing risks: identifying potential challenges, analyzing probability and impact, developing mitigation strategies, and creating monitoring framework...",
            "estimated_time": "10-15 seconds"
        }
    
    @staticmethod
    def _get_compilation_content() -> Dict[str, Any]:
        """Get educational content for strategy compilation."""
        return {
            "title": "📋 Strategy Compilation",
            "description": "AI is compiling all components into a comprehensive content strategy.",
            "details": [
                "🔗 Component integration",
                "📊 Data synthesis",
                "📝 Strategy documentation",
                "✅ Quality validation"
            ],
            "insight": "A comprehensive strategy integrates all components into a cohesive, actionable plan.",
            "ai_prompt_preview": "Compiling comprehensive strategy: integrating all components, synthesizing data, documenting strategy, and validating quality...",
            "estimated_time": "5-10 seconds"
        }
    
    @staticmethod
    def _get_completion_content() -> Dict[str, Any]:
        """Get educational content for strategy completion."""
        return {
            "title": "🎉 Strategy Generation Complete!",
            "description": "Your comprehensive AI-powered content strategy is ready for review!",
            "summary": {
                "total_components": 5,
                "successful_components": 5,
                "estimated_roi": "15-25%",
                "implementation_timeline": "12 months",
                "risk_level": "Medium"
            },
            "key_achievements": [
                "🧠 Strategic insights generated",
                "🔍 Competitive analysis completed",
                "📊 Performance predictions calculated",
                "🗺️ Implementation roadmap planned",
                "⚠️ Risk assessment conducted"
            ],
            "next_steps": [
                "Review your comprehensive strategy in the Strategic Intelligence tab",
                "Customize specific components as needed",
                "Confirm the strategy to proceed",
                "Generate content calendar based on confirmed strategy"
            ],
            "ai_insights": "Your strategy leverages advanced AI analysis of your business context, competitive landscape, and industry best practices to create a data-driven content approach.",
            "personalization_note": "This strategy is uniquely tailored to your business based on your onboarding data, ensuring relevance and effectiveness.",
            "content_calendar_note": "Content calendar will be generated separately after you review and confirm this strategy, ensuring it's based on your final approved strategy."
        }
    
    @staticmethod
    def _get_default_content() -> Dict[str, Any]:
        """Get default educational content."""
        return {
            "title": "🔄 Processing",
            "description": "AI is working on your strategy...",
            "details": [
                "⏳ Processing in progress",
                "📊 Analyzing data",
                "🎯 Generating insights",
                "📝 Compiling results"
            ],
            "insight": "The AI is working hard to create your personalized strategy.",
            "estimated_time": "A few moments"
        }
    
    @staticmethod
    def _get_strategic_insights_completion(result_data: Dict[str, Any] = None) -> Dict[str, Any]:
        """Get completion content for strategic insights."""
        insights_count = len(result_data.get("insights", [])) if result_data else 0
        return {
            "title": "✅ Strategic Insights Complete",
            "description": "Successfully identified key strategic opportunities and market positioning.",
            "achievement": f"Generated {insights_count} strategic insights",
            "next_step": "Moving to competitive analysis..."
        }
    
    @staticmethod
    def _get_competitive_analysis_completion(result_data: Dict[str, Any] = None) -> Dict[str, Any]:
        """Get completion content for competitive analysis."""
        competitors_count = len(result_data.get("competitors", [])) if result_data else 0
        return {
            "title": "✅ Competitive Analysis Complete",
            "description": "Successfully analyzed competitive landscape and identified market opportunities.",
            "achievement": f"Analyzed {competitors_count} competitors",
            "next_step": "Moving to performance predictions..."
        }
    
    @staticmethod
    def _get_performance_predictions_completion(result_data: Dict[str, Any] = None) -> Dict[str, Any]:
        """Get completion content for performance predictions."""
        estimated_roi = result_data.get("estimated_roi", "15-25%") if result_data else "15-25%"
        return {
            "title": "✅ Performance Predictions Complete",
            "description": "Successfully predicted content performance and ROI.",
            "achievement": f"Predicted {estimated_roi} ROI",
            "next_step": "Moving to implementation roadmap..."
        }
    
    @staticmethod
    def _get_implementation_roadmap_completion(result_data: Dict[str, Any] = None) -> Dict[str, Any]:
        """Get completion content for implementation roadmap."""
        timeline = result_data.get("total_duration", "12 months") if result_data else "12 months"
        return {
            "title": "✅ Implementation Roadmap Complete",
            "description": "Successfully created detailed implementation plan.",
            "achievement": f"Planned {timeline} implementation timeline",
            "next_step": "Moving to compilation..."
        }
    
    @staticmethod
    def _get_risk_assessment_completion(result_data: Dict[str, Any] = None) -> Dict[str, Any]:
        """Get completion content for risk assessment."""
        risk_level = result_data.get("overall_risk_level", "Medium") if result_data else "Medium"
        return {
            "title": "✅ Risk Assessment Complete",
            "description": "Successfully identified risks and mitigation strategies.",
            "achievement": f"Assessed {risk_level} risk level",
            "next_step": "Finalizing comprehensive strategy..."
        }
    
    @staticmethod
    def _get_default_completion() -> Dict[str, Any]:
        """Get default completion content."""
        return {
            "title": "✅ Step Complete",
            "description": "Successfully completed this step.",
            "achievement": "Step completed successfully",
            "next_step": "Moving to next step..."
        }
    
    @staticmethod
    def update_completion_summary(completion_content: Dict[str, Any], strategy_data: Dict[str, Any]) -> Dict[str, Any]:
        """Update completion content with actual strategy data."""
        if "summary" in completion_content:
            content_calendar = strategy_data.get("content_calendar", {})
            performance_predictions = strategy_data.get("performance_predictions", {})
            implementation_roadmap = strategy_data.get("implementation_roadmap", {})
            risk_assessment = strategy_data.get("risk_assessment", {})
            
            completion_content["summary"].update({
                "total_content_pieces": len(content_calendar.get("content_pieces", [])),
                "estimated_roi": performance_predictions.get("estimated_roi", "15-25%"),
                "implementation_timeline": implementation_roadmap.get("total_duration", "12 months"),
                "risk_level": risk_assessment.get("overall_risk_level", "Medium")
            })
        
        return completion_content 