import gradio as gr
from groq import Groq
import os
from PIL import Image, ImageDraw, ImageFont
from datetime import datetime
import json
import tempfile

# Initialize Groq client
client = Groq(
    api_key=os.getenv("GROQ_API_KEY")
)

class QuizApp:
    def __init__(self):
        self.current_questions = []
    
    def generate_questions(self, text, num_questions):
        prompt = f"""Create {num_questions} multiple choice questions based on this text:
        {text}
        
        Each question should:
        1. Have a clear, concise question text
        2. Have exactly 4 options
        3. Have only one correct answer
        4. Be educational and test understanding
        
        Return in this exact JSON format:
        [
            {{
                "question": "What is the main topic discussed?",
                "options": [
                    "Correct answer",
                    "Wrong answer 1",
                    "Wrong answer 2",
                    "Wrong answer 3"
                ],
                "correct_answer": 0
            }}
        ]"""
        
        try:
            response = client.chat.completions.create(
                messages=[
                    {"role": "system", "content": "You are a quiz generator that creates clear, single-choice questions."},
                    {"role": "user", "content": prompt}
                ],
                model="llama-3.2-3b-preview",
                temperature=0.5,
                max_tokens=2048
            )
            
            response_text = response.choices[0].message.content.strip()
            response_text = response_text.replace("```json", "").replace("```", "").strip()
            
            questions = json.loads(response_text)
            self.current_questions = questions
            return True, questions
            
        except Exception as e:
            print(f"Error generating questions: {e}")
            return False, []

    def calculate_score(self, answers):
        if not answers or not self.current_questions:
            return 0
        
        total = len(self.current_questions)
        correct = 0
        for i, (q, a) in enumerate(zip(self.current_questions, answers)):
            if a is not None and q['correct_answer'] == int(a):
                correct += 1
        
        return (correct / total) * 100

def create_quiz_interface():
    quiz_app = QuizApp()
    
    with gr.Blocks(title="CertifyMe AI", theme=gr.themes.Soft()) as demo:
        # State variables
        current_questions = gr.State([])
        
        # Header
        gr.Markdown("""
        # 🎓 CertifyMe AI
        ### Transform Your Knowledge into Recognized Achievements
        """)
        
        # Tabs
        with gr.Tabs() as tabs:
            # Step 1: Profile Setup
            with gr.Tab("📋 Step 1: Profile Setup") as tab1:
                with gr.Row():
                    name = gr.Textbox(label="Full Name", placeholder="Enter your full name")
                    email = gr.Textbox(label="Email", placeholder="Enter your email")
                
                text_input = gr.Textbox(
                    label="Learning Content", 
                    placeholder="Enter the text content you want to be assessed on",
                    lines=10
                )
                
                num_questions = gr.Slider(
                    minimum=1, 
                    maximum=5,
                    value=3,
                    step=1,
                    label="Number of Questions"
                )
                
                with gr.Row():
                    company_logo = gr.Image(label="Company Logo (Optional)", type="filepath")
                    participant_photo = gr.Image(label="Your Photo (Optional)", type="filepath")
                
                generate_btn = gr.Button("Generate Assessment", variant="primary", size="lg")
            
            # Step 2: Take Assessment
            with gr.Tab("📝 Step 2: Take Assessment") as tab2:
                questions_markdown = gr.Markdown("")
                answers = []
                for i in range(5):  # Pre-create radio buttons
                    radio = gr.Radio(
                        choices=[],
                        label=f"Question {i+1}",
                        visible=False
                    )
                    answers.append(radio)
                submit_btn = gr.Button("Submit Assessment", variant="primary", size="lg")
            
            # Step 3: Get Certified
            with gr.Tab("🎓 Step 3: Get Certified") as tab3:
                score_display = gr.Number(label="Your Score")
                course_name = gr.Textbox(
                    label="Certification Title",
                    value="Professional Assessment Certification"
                )
                certificate_display = gr.Image(label="Your Certificate")
        
        def update_questions(text, num_questions):
            success, questions = quiz_app.generate_questions(text, num_questions)
            if not success:
                return (
                    gr.update(value="Failed to generate questions. Please try again."),
                    *[gr.update(visible=False, choices=[]) for _ in range(5)],
                    questions,
                    0
                )
            
            # Update question display
            questions_html = ""
            for i, q in enumerate(questions, 1):
                questions_html += f"### Question {i}\n{q['question']}\n\n"
            
            # Update radio buttons
            updates = []
            for i in range(5):
                if i < len(questions):
                    updates.append(gr.update(
                        visible=True,
                        choices=questions[i]["options"],
                        value=None
                    ))
                else:
                    updates.append(gr.update(visible=False, choices=[]))
            
            return (gr.update(value=questions_html), *updates, questions, 1)
        
        def submit_quiz(q1, q2, q3, q4, q5, questions):
            answers = [q1, q2, q3, q4, q5][:len(questions)]
            score = quiz_app.calculate_score(answers)
            return score, 2
        
        # Event handlers
        generate_btn.click(
            fn=update_questions,
            inputs=[text_input, num_questions],
            outputs=[questions_markdown, *answers, current_questions, gr.State(1)]
        ).then(
            fn=lambda x: gr.update(selected=x),
            inputs=[gr.State(1)],
            outputs=tabs
        )
        
        submit_btn.click(
            fn=submit_quiz,
            inputs=[*answers, current_questions],
            outputs=[score_display, gr.State(2)]
        ).then(
            fn=lambda x: gr.update(selected=x),
            inputs=[gr.State(2)],
            outputs=tabs
        )
        
        def generate_certificate(score, user_name, course, logo, photo):
            if score >= 80:
                # Certificate generation code here (same as before)
                return "Certificate generated!"
            return None
        
        score_display.change(
            fn=generate_certificate,
            inputs=[score_display, name, course_name, company_logo, participant_photo],
            outputs=certificate_display
        )
    
    return demo

if __name__ == "__main__":
    if not os.getenv("GROQ_API_KEY"):
        print("Please set your GROQ_API_KEY environment variable")
        exit(1)
    
    demo = create_quiz_interface()
    demo.launch()