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import streamlit as st
import json
from datetime import datetime
import time
import requests
import boto3
import uuid
import os

# Load configuration from environment variables (Hugging Face Spaces)
API_ENDPOINT = os.getenv("API_ENDPOINT", "https://oau6sljd4l.execute-api.ap-south-1.amazonaws.com/production/process")

# DynamoDB configuration for session tracking
DYNAMODB_REGION = os.getenv("DYNAMODB_REGION", "ap-south-1") 
SESSION_TABLE = os.getenv("SESSION_TABLE", "SessionTracking")

# AWS Configuration
AWS_ACCESS_KEY_ID = os.getenv("AWS_ACCESS_KEY_ID")
AWS_SECRET_ACCESS_KEY = os.getenv("AWS_SECRET_ACCESS_KEY")
AWS_DEFAULT_REGION = os.getenv("AWS_DEFAULT_REGION", "ap-south-1")

# Default values
DEFAULT_COURSE_ID = int(os.getenv("DEFAULT_COURSE_ID", "47"))
DEFAULT_USER_ID = int(os.getenv("DEFAULT_USER_ID", "30")) 
DEFAULT_PERSONALIZATION_ID = int(os.getenv("DEFAULT_PERSONALIZATION_ID", "100"))
API_TIMEOUT = int(os.getenv("API_TIMEOUT", "30"))

# Authentication credentials from environment variables
VALID_USERNAME = os.getenv("APP_USERNAME")
VALID_PASSWORD = os.getenv("APP_PASSWORD")

# Set page configuration
st.set_page_config(
    page_title="Base Course Personalization",
    layout="wide",
    initial_sidebar_state="collapsed",
    page_icon="πŸ“š",
    menu_items={
        'Get Help': None,
        'Report a bug': None,
        'About': None
    }
)

# Custom CSS for dark theme styling
st.markdown("""
<style>
    /* Dark theme colors */
    :root {
        --background-color: #1E1E1E;
        --card-background: #2D2D2D;
        --text-color: #E0E0E0;
        --accent-color: #4F97FF;
        --border-color: #444444;
        --header-color: #4F97FF;
        --subheader-color: #FFFFFF;
        --success-color: #10B981;
        --warning-color: #F59E0B;
        --error-color: #EF4444;
    }
    
    /* Main container styling */
    .stApp {
        background-color: var(--background-color);
        color: var(--text-color);
    }
    
    /* Headers */
    .main-header {
        font-size: 2.5rem;
        font-weight: 600;
        color: var(--header-color);
        margin-bottom: 1rem;
        text-align: center;
        text-shadow: 0 2px 4px rgba(79, 151, 255, 0.3);
    }
    
    .section-header {
        font-size: 1.5rem;
        font-weight: 500;
        color: var(--subheader-color);
        margin-top: 2rem;
        margin-bottom: 1rem;
        padding-bottom: 0.5rem;
        border-bottom: 2px solid var(--border-color);
        display: flex;
        align-items: center;
        gap: 0.5rem;
    }
    
    /* Form container */
    div[data-testid="stForm"] {
        background-color: var(--card-background);
        padding: 2rem;
        border-radius: 12px;
        box-shadow: 0 8px 25px rgba(0,0,0,0.4);
        border: 1px solid var(--border-color);
        margin-bottom: 1rem;
    }
    
    /* Button styling */
    .stButton>button {
        background: linear-gradient(135deg, var(--accent-color) 0%, #3B82F6 100%);
        color: white;
        border-radius: 8px;
        padding: 0.75rem 2rem;
        font-weight: 600;
        border: none;
        transition: all 0.3s ease;
        box-shadow: 0 4px 15px rgba(79, 151, 255, 0.3);
    }
    
    .stButton>button:hover {
        transform: translateY(-2px);
        box-shadow: 0 6px 20px rgba(79, 151, 255, 0.4);
    }
    
    /* Input fields styling */
    div[data-baseweb="select"] > div {
        background-color: var(--background-color);
        border: 2px solid var(--border-color);
        border-radius: 8px;
        transition: border-color 0.3s ease;
    }
    
    div[data-baseweb="select"] > div:focus-within {
        border-color: var(--accent-color);
        box-shadow: 0 0 0 3px rgba(79, 151, 255, 0.1);
    }
    
    .stTextInput > div > div > input,
    .stNumberInput > div > div > input,
    .stTextArea > div > div > textarea {
        background-color: var(--background-color);
        color: var(--text-color);
        border: 2px solid var(--border-color);
        border-radius: 8px;
        padding: 0.75rem;
        transition: border-color 0.3s ease;
    }
    
    .stTextInput > div > div > input:focus,
    .stNumberInput > div > div > input:focus,
    .stTextArea > div > div > textarea:focus {
        border-color: var(--accent-color);
        box-shadow: 0 0 0 3px rgba(79, 151, 255, 0.1);
    }
    
    /* Topic container styling */
    .topic-container {
        background-color: var(--card-background);
        padding: 1.5rem;
        border-radius: 10px;
        margin-bottom: 1rem;
        border: 1px solid var(--border-color);
        position: relative;
    }
    
    .topic-header {
        display: flex;
        align-items: center;
        gap: 0.5rem;
        margin-bottom: 1rem;
        font-weight: 600;
        color: var(--accent-color);
    }
    
    /* Radio buttons */
    .stRadio > div {
        background-color: transparent;
        gap: 1rem;
    }
    
    .stRadio > div > label > div {
        color: var(--text-color) !important;
        font-weight: 500;
    }
    
    /* Labels */
    .stSelectbox > label,
    .stTextInput > label,
    .stNumberInput > label,
    .stTextArea > label,
    .stRadio > label {
        color: var(--text-color) !important;
        font-weight: 500;
        margin-bottom: 0.5rem;
    }
    
    /* Toggle switch */
    .stToggle > label {
        color: var(--text-color) !important;
        font-weight: 500;
    }
    
    /* Spacing */
    div.block-container {
        padding-top: 2rem;
        max-width: 1200px;
    }
    
    hr {
        margin: 2rem 0;
        border: none;
        border-top: 1px solid var(--border-color);
    }
    
    /* API Response Container */
    .api-response {
        background-color: #1A1A1A;
        border-radius: 10px;
        padding: 1.5rem;
        border-left: 4px solid var(--accent-color);
        margin: 1rem 0;
    }
    
    .session-info {
        background-color: var(--card-background);
        padding: 1.5rem;
        border-radius: 10px;
        margin: 1rem 0;
        border: 1px solid var(--border-color);
        box-shadow: 0 4px 12px rgba(0,0,0,0.2);
    }
    
    /* Action buttons container */
    .action-buttons {
        display: flex;
        gap: 1rem;
        margin: 1rem 0;
        justify-content: flex-start;
    }
    
    /* Small action buttons */
    .small-button {
        padding: 0.5rem 1rem;
        font-size: 0.875rem;
    }
    
    /* Success/Error styling */
    .stSuccess, .stError, .stWarning, .stInfo {
        border-radius: 8px;
        padding: 1rem;
        margin: 1rem 0;
    }
    
    /* Login container */
    .login-container {
        background-color: var(--card-background);
        padding: 3rem;
        border-radius: 15px;
        box-shadow: 0 10px 30px rgba(0,0,0,0.5);
        border: 1px solid var(--border-color);
    }
</style>
""", unsafe_allow_html=True)

# Initialize session state for topics and authentication
if 'topics_list' not in st.session_state:
    st.session_state.topics_list = [{"topic_title": "What is Flask", "chapter_title": "Introduction to Flask"}]
if 'session_ids' not in st.session_state:
    st.session_state.session_ids = []
if 'authenticated' not in st.session_state:
    st.session_state.authenticated = False

# Authentication check
if not st.session_state.authenticated:
    st.markdown('<h1 class="main-header">πŸ” Login to Course Personalization</h1>', unsafe_allow_html=True)
    
    col1, col2, col3 = st.columns([1, 2, 1])
    with col2:
        with st.container():
            st.markdown('<div class="login-container">', unsafe_allow_html=True)
            
            with st.form("login_form"):
                st.markdown('<div class="section-header">πŸ”‘ Authentication Required</div>', unsafe_allow_html=True)
                
                username = st.text_input("Username", placeholder="Enter username", key="login_username")
                password = st.text_input("Password", placeholder="Enter password", type="password", key="login_password")
                
                login_submitted = st.form_submit_button("πŸš€ Login", use_container_width=True)
                
                if login_submitted:
                    if username == VALID_USERNAME and password == VALID_PASSWORD:
                        st.session_state.authenticated = True
                        st.success("Login successful! Redirecting...")
                        time.sleep(1)
                        st.rerun()
                    else:
                        st.error("❌ Invalid username or password")
            
            st.markdown('</div>', unsafe_allow_html=True)
    
    st.markdown("---")
    st.markdown(f"""
    <div style="text-align: center; color: #888888;">
    <small>Demo Credentials: {VALID_USERNAME} / {VALID_PASSWORD if len(VALID_PASSWORD) <= 10 else VALID_PASSWORD[:3] + '...'}</small>
    </div>
    """, unsafe_allow_html=True)
    st.stop()

# Main app header
st.markdown('<h1 class="main-header">πŸ“š Base Course Personalization</h1>', unsafe_allow_html=True)

# Logout button in top right
col1, col2, col3 = st.columns([2, 1, 1])
with col3:
    if st.button("πŸ”“ Logout", key="logout_btn"):
        st.session_state.authenticated = False
        st.session_state.topics_list = [{"topic_title": "What is Flask", "chapter_title": "Introduction to Flask"}]
        st.session_state.session_ids = []
        st.rerun()

# Main Form
with st.form("personalization_form", clear_on_submit=False):
    # Topics Section
    st.markdown('<div class="section-header">πŸ“‹ Topics Configuration</div>', unsafe_allow_html=True)
    
    # Option to choose single or multiple topics
    topic_mode = st.radio(
        "Select Topic Mode",
        ["Single Topic", "Multiple Topics"],
        horizontal=True,
        help="Choose whether to process one topic or multiple topics"
    )
    
    if topic_mode == "Single Topic":
        st.markdown('<div class="topic-container">', unsafe_allow_html=True)
        st.markdown('<div class="topic-header">πŸ“ Single Topic Configuration</div>', unsafe_allow_html=True)
        
        col1, col2 = st.columns(2)
        with col1:
            single_topic_title = st.text_input("Topic Title", value="What is Flask", help="Enter the topic title", key="single_topic")
        with col2:
            single_chapter_title = st.text_input("Chapter Title", value="Introduction to Flask", help="Enter the chapter title", key="single_chapter")
        
        st.markdown('</div>', unsafe_allow_html=True)
        
    else:
        st.markdown("### πŸ“š Multiple Topics Configuration")
        
        # Display existing topics with better styling
        for i, topic in enumerate(st.session_state.topics_list):
            st.markdown(f'<div class="topic-container">', unsafe_allow_html=True)
            st.markdown(f'<div class="topic-header">πŸ“– Topic {i+1}</div>', unsafe_allow_html=True)
            
            col1, col2, col3 = st.columns([3, 3, 1])
            with col1:
                topic_title = st.text_input(
                    "Topic Title", 
                    value=topic["topic_title"], 
                    key=f"topic_title_{i}",
                    help="Enter the topic title"
                )
                st.session_state.topics_list[i]["topic_title"] = topic_title
            
            with col2:
                chapter_title = st.text_input(
                    "Chapter Title", 
                    value=topic["chapter_title"], 
                    key=f"chapter_title_{i}",
                    help="Enter the chapter title"
                )
                st.session_state.topics_list[i]["chapter_title"] = chapter_title
            
            with col3:
                if len(st.session_state.topics_list) > 1:
                    st.markdown("<br>", unsafe_allow_html=True)  # Add spacing
                    if st.button("πŸ—‘οΈ", key=f"remove_{i}", help="Remove this topic"):
                        st.session_state.topics_list.pop(i)
                        st.rerun()
            
            st.markdown('</div>', unsafe_allow_html=True)

    # Language & Voice Settings Section  
    st.markdown('<div class="section-header">πŸ—£οΈ Language & Voice Settings</div>', unsafe_allow_html=True)
    
    col1, col2, col3 = st.columns(3)
    with col1:
        target_language = st.selectbox(
            "Target Language", 
            ["english", "hindi", "marathi", "kannada", "punjabi","gujarati"],
            index=0,
            format_func=lambda x: x.capitalize(),
            help="Select the target language for content generation"
        )
    
    with col2:
        tts_gender = st.selectbox(
            "Voice Gender", 
            ["male", "female"], 
            index=0,
            format_func=lambda x: x.capitalize(),
            help="Select the voice gender for text-to-speech"
        )
    
    with col3:
        tts_voice = st.selectbox(
            "Voice Style", 
            ["onyx", "echo", "soprano", "alto", "robotic"],
            index=0,
            format_func=lambda x: x.capitalize(),
            help="Select the voice style for text-to-speech"
        )

    # Technical Settings Section
    st.markdown('<div class="section-header">πŸ’» Technical Settings</div>', unsafe_allow_html=True)
    
    col1, col2 = st.columns(2)
    with col1:
        programming_language = st.selectbox(
            "Programming Language", 
            ["python", "java", "javascript", "c++", "go"],
            index=0,
            format_func=lambda x: x.capitalize(),
            help="Select the primary programming language for examples"
        )
    with col2:
        st.markdown("<br>", unsafe_allow_html=True)  # Add spacing
        toggle_hinglish = st.toggle("Enable Hinglish", value=True, help="Enable mixing of Hindi and English")

    # Submit button
    st.markdown("<br>", unsafe_allow_html=True)
    col1, col2, col3 = st.columns([1, 2, 1])
    with col2:
        submitted = st.form_submit_button("πŸš€ Generate Base Course", use_container_width=True)

# Add/Remove topic buttons outside the form (for multiple topics)
if topic_mode == "Multiple Topics":
    st.markdown('<div class="action-buttons">', unsafe_allow_html=True)
    col1, col2, col3, col4 = st.columns([2, 2, 2, 4])
    with col1:
        if st.button(" Add Topic", key="add_topic", help="Add a new topic"):
            st.session_state.topics_list.append({
                "topic_title": f"Topic {len(st.session_state.topics_list) + 1}", 
                "chapter_title": f"Chapter {len(st.session_state.topics_list) + 1}"
            })
            st.rerun()
    with col2:
        if st.button(" Reset All", key="reset_topics", help="Reset to default topics"):
            st.session_state.topics_list = [{"topic_title": "What is Flask", "chapter_title": "Introduction to Flask"}]
            st.rerun()
    st.markdown('</div>', unsafe_allow_html=True)

# Handle submission
if submitted:
    # Determine which topics to use based on mode
    if topic_mode == "Single Topic":
        topics_to_process = [{"topic_title": single_topic_title, "chapter_title": single_chapter_title}]
    else:
        topics_to_process = st.session_state.topics_list
    
    # Validate inputs
    valid_topics = []
    for topic in topics_to_process:
        if topic["topic_title"].strip() and topic["chapter_title"].strip():
            valid_topics.append(topic)
    
    if not valid_topics:
        st.error("❌ Please enter at least one topic with both topic title and chapter title")
    else:
        # Show loading state with better animation
        with st.spinner("🎬 Generating your personalized course... This may take a few moments."):
            progress_bar = st.progress(0)
            for i in range(100):
                time.sleep(0.02)  # Simulating progress
                progress_bar.progress(i + 1)
            
            # Hardcoded values
            course_id = DEFAULT_COURSE_ID
            user_id = DEFAULT_USER_ID 
            personalization_id = DEFAULT_PERSONALIZATION_ID
            
            # Create user profile (hardcoded)
            user_profile = {
                "personalized": True,
                "user_name": "System User",
                "user_age": 25,
                "user_gender": "male",
                "user_tech_knowledge": "beginner",
                "user_preferred_activity": "coding, learning, technology",
                "user_food": "healthy food, vegetarian",
                "user_physical_activities": "walking, yoga",
                "learning_style": "visual",
                "target_language": target_language,
                "tts_gender": tts_gender,
                "tts_voice": tts_voice,
                "toggle_hinglish": toggle_hinglish,
                "run_visualization": False,
                "subtitle": "",
                "age_group": "18-25"
            }
            
            # Create settings
            settings = {
                "target_language": target_language,
                "tts_gender": tts_gender,
                "tts_voice": tts_voice,
                "toggle_hinglish": toggle_hinglish,
                "run_visualization": False,
                "subtitle": "",
                "programming_language": programming_language,
                "slide_colour": "blue",
                "video_type": "base_video"
            }
            
            # Generate topics data with user input for titles and hardcoded values for others
            topics_data = []
            for i, topic in enumerate(valid_topics):
                topics_data.append({
                    "topic_id": 10834 + i,  # Hardcoded with increment
                    "topic_title": topic["topic_title"].strip(),
                    "chapter_id": 647,  # Hardcoded
                    "chapter_title": topic["chapter_title"].strip(),  # User input
                    "course_id": course_id,
                    "video_url": f"https://techlearn-dev.s3.ap-south-1.amazonaws.com/course_videos/47/647/172906{4365+i*50}.mp4",  # Hardcoded with variation
                    "video_duration": 462 + i*20,  # Hardcoded with variation
                    "sequence_number": i + 1,
                })
            
            # Create payload (always multiple topics structure)
            payload = {
                "personalization_id": personalization_id,
                "user_id": user_id,
                "course_id": course_id,
                "total_videos": len(topics_data),
                "created_at": datetime.utcnow().isoformat(),
                "user_profile": user_profile,
                "topics": topics_data,
                "settings": settings
            }

            # Make API call
            try:
                headers = {
                    'Content-Type': 'application/json'
                }
                
                response = requests.post(API_ENDPOINT, json=payload, headers=headers, timeout=API_TIMEOUT)
                
                if response.status_code == 200:
                    response_data = response.json()
                    session_ids = response_data.get("session_ids", [])
                    
                    st.success(" Base Course started successfully!")
                    
                    # Store session IDs in session state
                    st.session_state.session_ids.extend(session_ids)
                    
                    # Display results in a clean format
                    st.markdown("###  Generation Summary")
                    
                    col1, col2 = st.columns(2)
                    with col1:
                        st.markdown(f"""
                        **Course ID**: `{course_id}`  
                        **Programming Language**: {programming_language.capitalize()}  
                        **Target Language**: {target_language.capitalize()}  
                        """)
                    with col2:
                        st.markdown(f"""
                        **Voice**: {tts_voice.capitalize()} ({tts_gender.capitalize()})  
                        **Topics Count**: {len(valid_topics)}  
                        **Hinglish**: {"Enabled" if toggle_hinglish else "Disabled"}
                        """)
                    
                    
                    
                    
                else:
                    st.error(f" API Error: {response.status_code}")
                    if response.text:
                        st.error(f"**Error Details**: {response.text}")
                        
            except requests.exceptions.Timeout:
                st.error(" Request timed out. Please try again later.")
            except requests.exceptions.ConnectionError:
                st.error("🌐 Connection error. Please check your internet connection.")
            except Exception as e:
                st.error(f" API call failed: {str(e)}")
                
                # Show payload for debugging
                with st.expander("πŸ› Debug Information", expanded=False):
                    st.warning("Request payload for debugging:")
                    st.json(payload)