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"""
πŸ“Š Real-time Progress Tracker for CourseCrafter AI

Advanced progress tracking with visual feedback and status updates.
"""

import gradio as gr
import asyncio
import time
from typing import Dict, List, Any, Optional, Callable, Generator
from dataclasses import dataclass
from enum import Enum
import logging
import threading
from datetime import datetime

logger = logging.getLogger(__name__)


class ProgressStatus(Enum):
    """Progress status enumeration"""
    PENDING = "pending"
    ACTIVE = "active"
    COMPLETE = "complete"
    ERROR = "error"
    SKIPPED = "skipped"


@dataclass
class ProgressStep:
    """Individual progress step"""
    id: str
    name: str
    description: str
    emoji: str
    status: ProgressStatus = ProgressStatus.PENDING
    progress: float = 0.0
    start_time: Optional[datetime] = None
    end_time: Optional[datetime] = None
    error_message: Optional[str] = None
    substeps: List['ProgressStep'] = None
    
    def __post_init__(self):
        if self.substeps is None:
            self.substeps = []


class RealTimeProgressTracker:
    """Real-time progress tracking with visual updates"""
    
    def __init__(self):
        self.steps: List[ProgressStep] = []
        self.current_step_index = 0
        self.overall_progress = 0.0
        self.is_running = False
        self.start_time: Optional[datetime] = None
        self.end_time: Optional[datetime] = None
        self.log_entries: List[str] = []
        self.update_callbacks: List[Callable] = []
        
        # Initialize default steps
        self._initialize_default_steps()
    
    def _initialize_default_steps(self):
        """Initialize the default course generation steps"""
        
        self.steps = [
            ProgressStep(
                id="research",
                name="Research & Analysis",
                description="Gathering information and analyzing the topic",
                emoji="πŸ”",
                substeps=[
                    ProgressStep("research_web", "Web Search", "Searching for relevant information", "🌐"),
                    ProgressStep("research_academic", "Academic Sources", "Finding scholarly content", "πŸ“š"),
                    ProgressStep("research_analysis", "Content Analysis", "Analyzing gathered information", "🧠"),
                ]
            ),
            ProgressStep(
                id="planning",
                name="Course Planning",
                description="Creating the course structure and outline",
                emoji="πŸ“‹",
                substeps=[
                    ProgressStep("plan_structure", "Course Structure", "Designing lesson flow", "πŸ—οΈ"),
                    ProgressStep("plan_objectives", "Learning Objectives", "Defining learning goals", "🎯"),
                    ProgressStep("plan_assessment", "Assessment Strategy", "Planning quizzes and activities", "πŸ“"),
                ]
            ),
            ProgressStep(
                id="content",
                name="Content Generation",
                description="Creating engaging lesson content",
                emoji="✍️",
                substeps=[
                    ProgressStep("content_lessons", "Lesson Content", "Writing lesson materials", "πŸ“–"),
                    ProgressStep("content_examples", "Examples & Exercises", "Creating practical examples", "πŸ’‘"),
                    ProgressStep("content_review", "Content Review", "Reviewing and refining content", "πŸ”"),
                ]
            ),
            ProgressStep(
                id="assessments",
                name="Assessment Creation",
                description="Generating quizzes and flashcards",
                emoji="🎯",
                substeps=[
                    ProgressStep("assess_flashcards", "Flashcards", "Creating study flashcards", "πŸƒ"),
                    ProgressStep("assess_quizzes", "Quizzes", "Generating quiz questions", "❓"),
                    ProgressStep("assess_validation", "Validation", "Validating assessment quality", "βœ…"),
                ]
            ),
            ProgressStep(
                id="images",
                name="Visual Content",
                description="Generating images and diagrams",
                emoji="🎨",
                substeps=[
                    ProgressStep("images_cover", "Course Cover", "Creating course cover image", "πŸ–ΌοΈ"),
                    ProgressStep("images_lessons", "Lesson Images", "Generating lesson illustrations", "🎭"),
                    ProgressStep("images_diagrams", "Diagrams", "Creating concept diagrams", "πŸ“Š"),
                ]
            ),
            ProgressStep(
                id="finalize",
                name="Finalization",
                description="Packaging and finalizing the course",
                emoji="πŸ“¦",
                substeps=[
                    ProgressStep("final_package", "Course Package", "Assembling course materials", "πŸ“"),
                    ProgressStep("final_metadata", "Metadata", "Adding course metadata", "🏷️"),
                    ProgressStep("final_validation", "Final Validation", "Final quality check", "πŸ”"),
                ]
            )
        ]
    
    def start_generation(self) -> None:
        """Start the course generation process"""
        
        self.is_running = True
        self.start_time = datetime.now()
        self.current_step_index = 0
        self.overall_progress = 0.0
        self.log_entries = []
        
        self.add_log_entry("πŸš€ Starting course generation...")
        self.add_log_entry(f"⏰ Started at {self.start_time.strftime('%H:%M:%S')}")
    
    def update_step_progress(self, step_id: str, progress: float, message: str = "") -> None:
        """Update progress for a specific step"""
        
        step = self._find_step_by_id(step_id)
        if not step:
            logger.warning(f"Step {step_id} not found")
            return
        
        step.progress = min(100.0, max(0.0, progress))
        
        if step.status == ProgressStatus.PENDING and progress > 0:
            step.status = ProgressStatus.ACTIVE
            step.start_time = datetime.now()
            self.add_log_entry(f"{step.emoji} Started: {step.name}")
        
        if progress >= 100.0:
            step.status = ProgressStatus.COMPLETE
            step.end_time = datetime.now()
            duration = (step.end_time - step.start_time).total_seconds() if step.start_time else 0
            self.add_log_entry(f"βœ… Completed: {step.name} ({duration:.1f}s)")
        
        if message:
            self.add_log_entry(f"   {message}")
        
        self._update_overall_progress()
        self._notify_callbacks()
    
    def update_substep_progress(self, step_id: str, substep_id: str, progress: float, message: str = "") -> None:
        """Update progress for a substep"""
        
        step = self._find_step_by_id(step_id)
        if not step:
            return
        
        substep = self._find_substep_by_id(step, substep_id)
        if not substep:
            return
        
        substep.progress = min(100.0, max(0.0, progress))
        
        if substep.status == ProgressStatus.PENDING and progress > 0:
            substep.status = ProgressStatus.ACTIVE
            substep.start_time = datetime.now()
            self.add_log_entry(f"  {substep.emoji} {substep.name}...")
        
        if progress >= 100.0:
            substep.status = ProgressStatus.COMPLETE
            substep.end_time = datetime.now()
        
        if message:
            self.add_log_entry(f"    {message}")
        
        # Update parent step progress based on substeps
        self._update_step_from_substeps(step)
        self._notify_callbacks()
    
    def mark_step_error(self, step_id: str, error_message: str) -> None:
        """Mark a step as having an error"""
        
        step = self._find_step_by_id(step_id)
        if not step:
            return
        
        step.status = ProgressStatus.ERROR
        step.error_message = error_message
        step.end_time = datetime.now()
        
        self.add_log_entry(f"❌ Error in {step.name}: {error_message}")
        self._notify_callbacks()
    
    def skip_step(self, step_id: str, reason: str = "") -> None:
        """Skip a step"""
        
        step = self._find_step_by_id(step_id)
        if not step:
            return
        
        step.status = ProgressStatus.SKIPPED
        step.progress = 100.0
        step.end_time = datetime.now()
        
        skip_msg = f"⏭️ Skipped: {step.name}"
        if reason:
            skip_msg += f" ({reason})"
        
        self.add_log_entry(skip_msg)
        self._update_overall_progress()
        self._notify_callbacks()
    
    def complete_generation(self, success: bool = True) -> None:
        """Complete the course generation process"""
        
        self.is_running = False
        self.end_time = datetime.now()
        
        if success:
            self.overall_progress = 100.0
            total_time = (self.end_time - self.start_time).total_seconds() if self.start_time else 0
            self.add_log_entry(f"πŸŽ‰ Course generation completed successfully!")
            self.add_log_entry(f"⏱️ Total time: {total_time:.1f} seconds")
        else:
            self.add_log_entry("❌ Course generation failed")
        
        self._notify_callbacks()
    
    def add_log_entry(self, message: str) -> None:
        """Add an entry to the progress log"""
        
        timestamp = datetime.now().strftime("%H:%M:%S")
        log_entry = f"[{timestamp}] {message}"
        self.log_entries.append(log_entry)
        
        # Keep only last 100 entries
        if len(self.log_entries) > 100:
            self.log_entries = self.log_entries[-100:]
    
    def get_progress_display(self) -> Dict[str, Any]:
        """Get current progress display data"""
        
        return {
            "overall_progress": self.overall_progress,
            "current_step": self.get_current_step_display(),
            "step_indicators": self.get_step_indicators(),
            "progress_log": "\n".join(self.log_entries[-20:]),  # Last 20 entries
            "is_running": self.is_running,
            "elapsed_time": self.get_elapsed_time()
        }
    
    def get_current_step_display(self) -> str:
        """Get current step display HTML"""
        
        if not self.is_running:
            if self.overall_progress >= 100:
                return """
                <div class='step-indicator complete animate-bounce'>
                    <div class='step-icon'>πŸŽ‰</div>
                    <div class='step-text'>Course Generation Complete!</div>
                    <div class='step-message'>Your course is ready to explore</div>
                </div>
                """
            else:
                return """
                <div class='step-indicator pending'>
                    <div class='step-icon'>πŸš€</div>
                    <div class='step-text'>Ready to Generate Course</div>
                    <div class='step-message'>Click the generate button to begin</div>
                </div>
                """
        
        current_step = self._get_current_active_step()
        if not current_step:
            return "<div class='step-indicator'>Processing...</div>"
        
        status_class = current_step.status.value
        
        return f"""
        <div class='step-indicator {status_class} animate-pulse'>
            <div class='step-icon'>{current_step.emoji}</div>
            <div class='step-text'>{current_step.name}</div>
            <div class='step-message'>{current_step.description}</div>
            <div class='step-progress'>
                <div class='progress-bar'>
                    <div class='progress-fill' style='width: {current_step.progress}%'></div>
                </div>
                <div class='progress-text'>{current_step.progress:.0f}%</div>
            </div>
        </div>
        """
    
    def get_step_indicators(self) -> str:
        """Get step indicators HTML"""
        
        indicators_html = "<div class='status-grid'>"
        
        for step in self.steps:
            status_class = step.status.value
            
            indicators_html += f"""
            <div class='status-item {status_class}' title='{step.description}'>
                <div class='status-icon'>{step.emoji}</div>
                <div class='status-name'>{step.name}</div>
                <div class='status-progress'>{step.progress:.0f}%</div>
            </div>
            """
        
        indicators_html += "</div>"
        return indicators_html
    
    def get_elapsed_time(self) -> str:
        """Get elapsed time string"""
        
        if not self.start_time:
            return "00:00"
        
        end_time = self.end_time or datetime.now()
        elapsed = (end_time - self.start_time).total_seconds()
        
        minutes = int(elapsed // 60)
        seconds = int(elapsed % 60)
        
        return f"{minutes:02d}:{seconds:02d}"
    
    def add_update_callback(self, callback: Callable) -> None:
        """Add a callback for progress updates"""
        self.update_callbacks.append(callback)
    
    def _find_step_by_id(self, step_id: str) -> Optional[ProgressStep]:
        """Find a step by ID"""
        for step in self.steps:
            if step.id == step_id:
                return step
        return None
    
    def _find_substep_by_id(self, step: ProgressStep, substep_id: str) -> Optional[ProgressStep]:
        """Find a substep by ID"""
        for substep in step.substeps:
            if substep.id == substep_id:
                return substep
        return None
    
    def _update_step_from_substeps(self, step: ProgressStep) -> None:
        """Update step progress based on substeps"""
        
        if not step.substeps:
            return
        
        total_progress = sum(substep.progress for substep in step.substeps)
        step.progress = total_progress / len(step.substeps)
        
        # Update step status based on substeps
        if all(substep.status == ProgressStatus.COMPLETE for substep in step.substeps):
            step.status = ProgressStatus.COMPLETE
            if not step.end_time:
                step.end_time = datetime.now()
        elif any(substep.status == ProgressStatus.ACTIVE for substep in step.substeps):
            if step.status == ProgressStatus.PENDING:
                step.status = ProgressStatus.ACTIVE
                step.start_time = datetime.now()
        elif any(substep.status == ProgressStatus.ERROR for substep in step.substeps):
            step.status = ProgressStatus.ERROR
    
    def _update_overall_progress(self) -> None:
        """Update overall progress based on all steps"""
        
        total_progress = sum(step.progress for step in self.steps)
        self.overall_progress = total_progress / len(self.steps) if self.steps else 0.0
    
    def _get_current_active_step(self) -> Optional[ProgressStep]:
        """Get the currently active step"""
        
        for step in self.steps:
            if step.status == ProgressStatus.ACTIVE:
                return step
        
        # If no active step, return the first pending step
        for step in self.steps:
            if step.status == ProgressStatus.PENDING:
                return step
        
        return None
    
    def _notify_callbacks(self) -> None:
        """Notify all registered callbacks"""
        
        for callback in self.update_callbacks:
            try:
                callback()
            except Exception as e:
                logger.error(f"Error in progress callback: {e}")


class ProgressSimulator:
    """Simulates realistic progress for demonstration"""
    
    def __init__(self, tracker: RealTimeProgressTracker):
        self.tracker = tracker
        self.is_running = False
    
    async def simulate_course_generation(self) -> None:
        """Simulate a realistic course generation process"""
        
        self.is_running = True
        self.tracker.start_generation()
        
        try:
            # Research phase
            await self._simulate_step("research", [
                ("research_web", "Searching web for relevant content...", 3.0),
                ("research_academic", "Finding academic sources...", 2.0),
                ("research_analysis", "Analyzing gathered information...", 2.5),
            ])
            
            # Planning phase
            await self._simulate_step("planning", [
                ("plan_structure", "Designing course structure...", 2.0),
                ("plan_objectives", "Defining learning objectives...", 1.5),
                ("plan_assessment", "Planning assessments...", 1.0),
            ])
            
            # Content generation phase
            await self._simulate_step("content", [
                ("content_lessons", "Generating lesson content...", 4.0),
                ("content_examples", "Creating examples and exercises...", 3.0),
                ("content_review", "Reviewing content quality...", 1.5),
            ])
            
            # Assessment creation phase
            await self._simulate_step("assessments", [
                ("assess_flashcards", "Creating flashcards...", 2.0),
                ("assess_quizzes", "Generating quiz questions...", 2.5),
                ("assess_validation", "Validating assessments...", 1.0),
            ])
            
            # Image generation phase
            await self._simulate_step("images", [
                ("images_cover", "Creating course cover image...", 3.0),
                ("images_lessons", "Generating lesson illustrations...", 4.0),
                ("images_diagrams", "Creating concept diagrams...", 2.0),
            ])
            
            # Finalization phase
            await self._simulate_step("finalize", [
                ("final_package", "Packaging course materials...", 1.5),
                ("final_metadata", "Adding metadata...", 0.5),
                ("final_validation", "Final quality check...", 1.0),
            ])
            
            self.tracker.complete_generation(success=True)
            
        except Exception as e:
            self.tracker.add_log_entry(f"❌ Simulation error: {str(e)}")
            self.tracker.complete_generation(success=False)
        
        finally:
            self.is_running = False
    
    async def _simulate_step(self, step_id: str, substeps: List[tuple]) -> None:
        """Simulate a step with substeps"""
        
        for substep_id, message, duration in substeps:
            if not self.is_running:
                break
            
            self.tracker.add_log_entry(f"Starting {message}")
            
            # Simulate gradual progress
            steps = 20
            for i in range(steps + 1):
                if not self.is_running:
                    break
                
                progress = (i / steps) * 100
                self.tracker.update_substep_progress(step_id, substep_id, progress)
                
                await asyncio.sleep(duration / steps)
            
            # Add some realistic variation
            await asyncio.sleep(0.2)
    
    def stop_simulation(self) -> None:
        """Stop the simulation"""
        self.is_running = False