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import os
import logging
import uuid
import base64
import requests
from datetime import datetime
from flask import Flask, render_template, request, jsonify, redirect, url_for, flash
from flask_sqlalchemy import SQLAlchemy
from flask_login import LoginManager, login_user, logout_user, login_required, current_user
from sqlalchemy.orm import DeclarativeBase
import cohere

# ------------------ Setup ------------------

logging.basicConfig(level=logging.INFO)

class Base(DeclarativeBase):
    pass

app = Flask(__name__,instance_path="/tmp/instance")
app.secret_key = os.environ.get("SESSION_SECRET", os.urandom(24).hex())

# ------------------ Database ------------------

app.config["SQLALCHEMY_DATABASE_URI"] = os.environ.get("DATABASE_URL", "sqlite:///inkboard.db")
app.config["SQLALCHEMY_TRACK_MODIFICATIONS"] = False
app.config["SQLALCHEMY_ENGINE_OPTIONS"] = {
    'pool_pre_ping': True,
    "pool_recycle": 300,
}

db = SQLAlchemy(app, model_class=Base)

# ------------------ Flask-Login ------------------

login_manager = LoginManager()
login_manager.init_app(app)
login_manager.login_view = 'login'
login_manager.login_message = 'Please log in to access InkBoard'

# ------------------ API Keys ------------------

API_KEY = os.environ.get("API_KEY")  # Make sure this is your cohere key name
HUGGINGFACE_API_KEY = os.environ.get("HUGGINGFACE_API_KEY")

cohere_client = cohere.Client(API_KEY) if API_KEY else None

# ------------------ Models ------------------

from models import User, Creation

@login_manager.user_loader
def load_user(user_id):
    return User.query.get(int(user_id))

# ------------------ Routes ------------------

@app.route('/')
def index():
    return render_template('dashboard.html', user=current_user) if current_user.is_authenticated else render_template('index.html')


@app.route('/register', methods=['GET', 'POST'])
def register():
    if request.method == 'POST':
        data = request.get_json() if request.is_json else request.form
        username, email, password = data.get('username', '').strip(), data.get('email', '').strip(), data.get('password', '').strip()

        if not all([username, email, password]):
            return jsonify({'error': 'All fields are required'}), 400

        if User.query.filter_by(username=username).first() or User.query.filter_by(email=email).first():
            return jsonify({'error': 'Username or email already exists'}), 400

        user = User(username=username, email=email)
        user.set_password(password)

        db.session.add(user)
        db.session.commit()
        login_user(user)

        return jsonify({'success': True, 'redirect': url_for('index')}) if request.is_json else redirect(url_for('index'))

    return render_template('register.html')


@app.route('/login', methods=['GET', 'POST'])
def login():
    if request.method == 'POST':
        data = request.get_json() if request.is_json else request.form
        username = data.get('username', '').strip()
        password = data.get('password', '').strip()

        user = User.query.filter((User.username == username) | (User.email == username)).first()

        if user and user.check_password(password):
            login_user(user)
            return jsonify({'success': True, 'redirect': url_for('index')}) if request.is_json else redirect(url_for('index'))

        return jsonify({'error': 'Invalid credentials'}), 401

    return render_template('login.html')


@app.route('/logout')
@login_required
def logout():
    logout_user()
    return redirect(url_for('index'))

@app.route('/generate', methods=['POST'])
@login_required
def generate_content():
    from models import Creation

    if not cohere_client:
        return jsonify({'error': 'Cohere API key not configured'}), 500

    try:
        data = request.get_json()
        scene_idea = data.get('scene_idea', '').strip()

        if not scene_idea:
            return jsonify({'error': 'Please provide a scene idea'}), 400

        story_prompt = f"Transform this scene idea into a vivid paragraph:\nScene idea: {scene_idea}"

        story_response = cohere_client.generate(
            model='command',
            prompt=story_prompt,
            max_tokens=200,
            temperature=0.7,
            k=0
        )

        expanded_story = story_response.generations[0].text.strip()

        try:
            image_url = generate_image_hf(scene_idea, expanded_story)
        except Exception as e:
            logging.warning(f"Image generation failed: {e}")
            image_url = generate_svg_placeholder(scene_idea, expanded_story)

        creation_id = str(uuid.uuid4())
        creation = Creation(
            id=creation_id,
            user_id=current_user.id,
            scene_idea=scene_idea,
            story=expanded_story,
            image_url=image_url
        )

        db.session.add(creation)
        db.session.commit()

        return jsonify({
            'success': True,
            'story': expanded_story,
            'image_url': image_url,
            'creation_id': creation_id
        })

    except Exception as e:
        logging.error(f"Error in /generate route: {e}")
        return jsonify({'error': 'Server failed to generate content'}), 500


@app.route('/save_journal', methods=['POST'])
@login_required
def save_journal():
    data = request.get_json()
    creation_id = data.get('creation_id')
    journal_entry = data.get('journal_entry', '').strip()

    creation = Creation.query.filter_by(id=creation_id, user_id=current_user.id).first()
    if not creation:
        return jsonify({'error': 'Not found'}), 404

    creation.journal_entry = journal_entry
    creation.updated_at = datetime.utcnow()
    db.session.commit()
    return jsonify({'success': True})


@app.route('/get_creations')
@login_required
def get_creations():
    creations = Creation.query.filter_by(user_id=current_user.id).order_by(Creation.created_at.desc()).all()
    return jsonify({'creations': [{
        'id': c.id,
        'scene_idea': c.scene_idea,
        'story': c.story,
        'image_url': c.image_url,
        'journal_entry': c.journal_entry,
        'created_at': c.created_at.isoformat()
    } for c in creations]})


# ------------------ Image Generation ------------------

def generate_image_hf(scene_idea, story):
    if not HUGGINGFACE_API_KEY:
        return None

    prompt = f"An artistic illustration of: {scene_idea}, dreamy and vivid"
    models = [
        "runwayml/stable-diffusion-v1-5",
        "stabilityai/stable-diffusion-2-1",
        "CompVis/stable-diffusion-v1-4"
    ]

    for model in models:
        try:
            res = requests.post(
                f"https://api-inference.huggingface.co/models/{model}",
                headers={"Authorization": f"Bearer {HUGGINGFACE_API_KEY}"},
                json={"inputs": prompt},
                timeout=60
            )
            if res.status_code == 200:
                return f"data:image/png;base64,{base64.b64encode(res.content).decode()}"
        except Exception as e:
            logging.warning(f"Model {model} failed: {str(e)}")

    return "<svg>SVG fallback</svg>"


# ------------------ Run App ------------------

with app.app_context():
    db.create_all()

if __name__ == '__main__':
    app.run(host='0.0.0.0', port=5000)