core/features.py

"""
Educational Features: Quizzes, Homework Analysis, Study Plans, Progress Tracking
"""

import re
from datetime import datetime
from .knowledge_math import KnowledgeBase, MathSolver

class HomeworkAnalyzer:
    def __init__(self, knowledge_base, math_solver):
        self.knowledge_base = knowledge_base
        self.math_solver = math_solver

    def extract_problems_from_homework(self, homework: str) -> list:
        """Extract individual problems from homework text"""
        problems = []
        lines = homework.split('\n')
        current_problem = ""

        for line in lines:
            line = line.strip()
            if not line:
                if current_problem:
                    problems.append(current_problem.strip())
                    current_problem = ""
                continue

            if (line.startswith(('1.', '2.', '3.', '4.', '5.')) or
                line.startswith(('Problem', 'Question')) or
                re.match(r'^\d+[\.\)]\s', line)):
                if current_problem:
                    problems.append(current_problem.strip())
                current_problem = line
            else:
                current_problem += " " + line

        if current_problem:
            problems.append(current_problem.strip())

        if not problems:
            problems = [homework.strip()]

        return problems

    def analyze_homework_comprehensive(self, homework: str, subject: str) -> str:
        """Provide comprehensive homework analysis"""
        if not homework.strip():
            return "Please enter your homework for analysis."

        problems = self.extract_problems_from_homework(homework)

        analysis = f"""📊 **Comprehensive Homework Analysis - {subject}**
**Analysis Date:** {datetime.now().strftime('%Y-%m-%d %H:%M')}
**Number of Problems:** {len(problems)}

## 📝 Homework Overview
Your homework contains {len(problems)} problem(s) with detailed analysis below.

"""

        for i, problem in enumerate(problems, 1):
            analysis += f"""## 🔍 Problem {i} Analysis

**Problem:** {problem}

"""

            if self.math_solver.is_algebraic_equation(problem) or any(op in problem for op in ['+', '-', '*', '/']):
                if self.math_solver.is_algebraic_equation(problem):
                    analysis += self.math_solver.solve_algebraic_equation(problem)
                else:
                    analysis += self.math_solver.solve_arithmetic_expression(problem)
            else:
                analysis += f"""**Analysis:**
This is a {subject} problem requiring systematic approach.

**Solution Strategy:**
1. Understand the question carefully
2. Identify given information
3. Choose appropriate methods
4. Execute step by step
5. Verify your answer

**Key Points:**
• Show all work clearly
• Use proper terminology
• Connect to broader concepts
• Check for accuracy

"""
            analysis += "---\n\n"

        analysis += f"""## 📈 Overall Assessment

**Strengths:**
• Shows engagement with {subject} concepts
• Covers important curriculum topics
• Provides practice opportunities

**Recommendations:**
• Show all steps clearly
• Use proper notation and units
• Connect solutions to theory
• Review for accuracy

**Study Tips:**
• Practice similar problems regularly
• Seek help when concepts are unclear
• Connect learning to real applications

**Grade Estimate:** B+ to A- (85-92%) based on effort shown

Keep up the excellent work!
"""
        return analysis

class EducationalFeatures:
    def __init__(self, ai_tutor):
        self.ai_tutor = ai_tutor
        self.progress_data = {}
        self.quiz_sessions = {}
        self.homework_analyzer = HomeworkAnalyzer(ai_tutor.knowledge_base, ai_tutor.math_solver)

    def create_quiz(self, topic: str, subject: str, num_questions: int = 5) -> tuple:
        """Generate quiz questions"""
        if not topic.strip():
            return "Please enter a topic for the quiz.", ""

        quiz_questions = self.generate_quiz_questions(topic, subject, num_questions)
        session_id = f"quiz_{datetime.now().strftime('%Y%m%d_%H%M%S')}"

        self.quiz_sessions[session_id] = {
            "topic": topic,
            "subject": subject,
            "questions": quiz_questions,
            "submitted": False
        }

        quiz_display = f"""📝 **Quiz: {topic} in {subject}**

"""
        for i, q in enumerate(quiz_questions, 1):
            quiz_display += f"""**Question {i}:** {q['question']}
A) {q['options']['A']}
B) {q['options']['B']}
C) {q['options']['C']}
D) {q['options']['D']}

"""
        return quiz_display, session_id

    def generate_quiz_questions(self, topic: str, subject: str, num_questions: int) -> list:
        """Generate quiz questions based on topic and subject"""
        questions = [
            {
                "question": f"What is the fundamental principle behind {topic}?",
                "options": {"A": "Basic operations", "B": "Logical reasoning and problem-solving", "C": "Memorization", "D": "Calculator usage"},
                "correct": "B",
                "explanation": f"{topic} is fundamentally about logical reasoning and systematic problem-solving."
            },
            {
                "question": f"How is {topic} applied in real-world scenarios?",
                "options": {"A": "Only in academics", "B": "In various fields like engineering and science", "C": "Rarely used", "D": "Only by experts"},
                "correct": "B",
                "explanation": f"{topic} has wide applications across many professional fields."
            },
            {
                "question": f"What makes {topic} important in {subject}?",
                "options": {"A": "Easy to memorize", "B": "Connects to many other concepts", "C": "Only for advanced students", "D": "Not really important"},
                "correct": "B",
                "explanation": f"{topic} serves as a foundation connecting to many areas of {subject}."
            },
            {
                "question": f"Best approach for learning {topic}?",
                "options": {"A": "Memorize formulas", "B": "Understand concepts and practice", "C": "Skip theory", "D": "Only easy problems"},
                "correct": "B",
                "explanation": "Understanding concepts and regular practice leads to mastery."
            },
            {
                "question": f"Skills developed by studying {topic}?",
                "options": {"A": "Only calculations", "B": "Critical thinking and problem-solving", "C": "Memorization only", "D": "No useful skills"},
                "correct": "B",
                "explanation": f"Studying {topic} develops critical thinking and systematic problem-solving skills."
            }
        ]
        return questions[:num_questions]

    def submit_quiz(self, session_id: str, answers: dict, student_name: str = "") -> str:
        """Process quiz submission"""
        if session_id not in self.quiz_sessions:
            return "❌ Quiz session not found. Please generate a new quiz."

        quiz_data = self.quiz_sessions[session_id]
        if quiz_data["submitted"]:
            return "❌ This quiz has already been submitted."

        correct_count = 0
        total_questions = len(quiz_data["questions"])

        results = f"""📊 **Quiz Results: {quiz_data['topic']} in {quiz_data['subject']}**

"""

        for i, question in enumerate(quiz_data["questions"], 1):
            user_answer = answers.get(f"q{i}", "").upper()
            correct_answer = question["correct"]
            is_correct = user_answer == correct_answer

            if is_correct:
                correct_count += 1

            results += f"""**Question {i}:** {question['question']}
Your Answer: {user_answer} {'✅' if is_correct else '❌'}
Correct Answer: {correct_answer}
Explanation: {question['explanation']}

"""

        score = (correct_count / total_questions) * 100
        quiz_data["submitted"] = True

        if score >= 90:
            performance = "Excellent! Outstanding understanding."
        elif score >= 80:
            performance = "Very Good! Strong grasp of concepts."
        elif score >= 70:
            performance = "Good! Solid understanding."
        else:
            performance = "Needs Improvement. Additional study recommended."

        results += f"""📈 **Final Score: {score:.1f}% ({correct_count}/{total_questions})**
**Performance:** {performance}

**Recommendations:**
• Review incorrect answers
• Practice more problems on {quiz_data['topic']}
• Ask for clarification on challenging areas
"""

        if student_name.strip():
            self.track_progress(student_name, quiz_data['subject'], quiz_data['topic'], score, f"Quiz on {quiz_data['topic']}")
            results += f"✅ Progress updated for {student_name}!\n"

        return results

    def create_study_plan(self, topic: str, subject: str, duration: str) -> str:
        """Generate study plan"""
        if not topic.strip():
            return "Please enter a topic for the study plan."

        study_plan = f"""📋 **Study Plan: {topic} in {subject}**
**Duration:** {duration}
**Generated:** {datetime.now().strftime('%Y-%m-%d %H:%M')}

## 🎯 Learning Objectives
• Master fundamental concepts of {topic}
• Understand key terminology and applications
• Apply knowledge to solve problems
• Connect {topic} to broader {subject} principles

## 📚 Study Modules

### Module 1: Fundamentals (Week 1)
**Focus:** Basic concepts and definitions
**Activities:** Read introductory materials, study key terms
**Time:** 3-4 hours

### Module 2: Applications (Week 2)
**Focus:** Real-world applications and problem-solving
**Activities:** Practice problems, explore applications
**Time:** 4-5 hours

### Module 3: Advanced Concepts (Week 3)
**Focus:** Complex applications and connections
**Activities:** Challenging problems, connect to other topics
**Time:** 5-6 hours

## 📖 Key Terms to Master
• **{topic} Principle:** Fundamental rule governing {topic}
• **Application:** Practical use in real situations
• **Problem-Solving:** Systematic approach to challenges

## 💡 Study Tips
• Practice daily for consistent progress
• Connect concepts to real-world examples
• Ask questions when concepts are unclear
• Review regularly to reinforce learning

## 📊 Progress Tracking
• Week 1: Complete fundamentals, master basic terms
• Week 2: Practice applications, solve problems
• Week 3: Advanced concepts, comprehensive review

**Success Indicators:**
• Can explain concepts in your own words
• Can apply knowledge to new situations
• Feel confident with related problems

Good luck with your studies!
"""
        return study_plan

    def track_progress(self, student_name: str, subject: str, topic: str, score: float, activity: str) -> str:
        """Track student progress"""
        if not student_name.strip():
            return "Please enter a student name."

        if student_name not in self.progress_data:
            self.progress_data[student_name] = {
                "subjects": {},
                "overall_stats": {
                    "total_activities": 0,
                    "average_score": 0,
                    "total_score": 0,
                    "join_date": datetime.now().strftime('%Y-%m-%d')
                }
            }

        if subject not in self.progress_data[student_name]["subjects"]:
            self.progress_data[student_name]["subjects"][subject] = {
                "topics": {},
                "subject_stats": {"activities_count": 0, "average_score": 0, "total_score": 0}
            }

        if topic not in self.progress_data[student_name]["subjects"][subject]["topics"]:
            self.progress_data[student_name]["subjects"][subject]["topics"][topic] = {
                "scores": [], "activities": [], "best_score": 0
            }

        # Update data
        topic_data = self.progress_data[student_name]["subjects"][subject]["topics"][topic]
        subject_data = self.progress_data[student_name]["subjects"][subject]["subject_stats"]
        overall_data = self.progress_data[student_name]["overall_stats"]

        topic_data["scores"].append(score)
        topic_data["activities"].append({"activity": activity, "score": score, "date": datetime.now().strftime('%Y-%m-%d')})
        topic_data["best_score"] = max(topic_data["best_score"], score)

        subject_data["activities_count"] += 1
        subject_data["total_score"] += score
        subject_data["average_score"] = subject_data["total_score"] / subject_data["activities_count"]

        overall_data["total_activities"] += 1
        overall_data["total_score"] += score
        overall_data["average_score"] = overall_data["total_score"] / overall_data["total_activities"]

        return f"✅ Progress updated for {student_name}!"

    def view_progress(self, student_name: str) -> str:
        """Display progress report"""
        if not student_name.strip():
            return "Please enter a student name."

        if student_name not in self.progress_data:
            return f"No progress data found for {student_name}."

        student_data = self.progress_data[student_name]
        overall_stats = student_data["overall_stats"]

        report = f"""📊 **Progress Report for {student_name}**

## 🎯 Overall Performance
• **Total Activities:** {overall_stats['total_activities']}
• **Average Score:** {overall_stats['average_score']:.1f}%
• **Member Since:** {overall_stats['join_date']}

## 📚 Subject Performance
"""

        for subject, subject_data in student_data["subjects"].items():
            stats = subject_data["subject_stats"]
            report += f"""
### {subject}
• **Activities:** {stats['activities_count']}
• **Average Score:** {stats['average_score']:.1f}%

**Topics:**
"""
            for topic, topic_data in subject_data["topics"].items():
                avg_score = sum(topic_data["scores"]) / len(topic_data["scores"])
                report += f"• **{topic}:** {avg_score:.1f}% average ({len(topic_data['scores'])} activities)\n"

        report += f"""
## 🎯 Recommendations
• Continue practicing in areas below 80%
• Explore advanced topics in strong subjects
• Maintain consistent study schedule
• Set specific learning goals

Keep up the excellent work, {student_name}!
"""
        return report