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import threading
from flask import Flask, g, render_template, request, redirect, url_for, session
import os
import time

from huggingface_hub import login, HfApi, hf_hub_download  # For Hugging Face integration
import os
import logging

import csv
import random
import shortuuid
import json
import pandas as pd
from filelock import FileLock


# Flask application setup
app = Flask(__name__)
import os, secrets

app = Flask(__name__)

# Use a persistent env var in prod; fallback only for local/dev
app.config["SECRET_KEY"] = os.environ.get("FLASK_SECRET_KEY") or secrets.token_hex(32)

# app.config['SECRET_KEY'] = os.environ.get('FLASK_SECRET_KEY')  # required for sessions

app.config.update(
    SESSION_COOKIE_SAMESITE="None",   # allow cross-site
    SESSION_COOKIE_SECURE=True       # required for "None"
)

logging.basicConfig(
    level=logging.DEBUG,  # Set to DEBUG for more granular logs
    format='%(asctime)s - %(levelname)s - %(message)s',
    handlers=[
        logging.StreamHandler()
    ]
)
logger = logging.getLogger(__name__)


HF_TOKEN = os.environ.get("HF_TOKEN")
if HF_TOKEN:
    try:
        login(token=HF_TOKEN)
        logger.info("Logged into Hugging Face successfully.")
    except Exception as e:
        logger.exception(f"Failed to log into Hugging Face: {e}")
else:
    logger.warning("HF_TOKEN not found in environment variables. Session data will not be uploaded.")

# Initialize Hugging Face API
hf_api = HfApi()


HF_REPO_ID = "pooyanrg/BlindTest"  # Update as needed
HF_REPO_PATH = "responses"


QUESTIONS_FILE = "./data/dataset.csv"
AVAILABLE_FILE = "/tmp/available.json"
LOCK_FILE = "/tmp/available.lock"

# Load questions into memory
with open(QUESTIONS_FILE, newline="", encoding="utf-8") as f:
    reader = csv.DictReader(f)
    all_questions = list(reader)

# Track which questions are available
if not os.path.exists(AVAILABLE_FILE):
    with open(AVAILABLE_FILE, "w") as f:
        json.dump(list(range(len(all_questions))), f)

def get_questions(num=10):
    with FileLock(LOCK_FILE):
        with open(AVAILABLE_FILE, "r") as f:
            available = json.load(f)

        if len(available) == 0:
            return []  # Not enough questions left

        sample_size = num if num < len(available) else len(available)
        selected_ids = random.sample(available, sample_size)
        
        remaining = [qid for qid in available if qid not in selected_ids]

        with open(AVAILABLE_FILE, "w") as f:
            json.dump(remaining, f)

    return [all_questions[qid] | {"id": qid} for qid in selected_ids]


@app.route("/", methods=['GET', 'POST'])
def splash():
    if request.method == 'POST':
        username = request.form.get('username')

        if not username:
            logger.warning("Username not provided by the user.")
            return render_template('splash.html', error="Please enter a username.")
    
        return redirect(url_for('instructions', username=username))

    # GET request - show intro page
    logger.info("Splash page rendered.")
    return render_template('splash.html')


@app.route('/instructions', methods=['GET', 'POST'])
def instructions():
    username = request.args.get('username')
    questions = get_questions(num=2)
    current_index = 0
    answers = []
    session['questions'] = questions
    session['answers'] = answers
    q_ids = [question['image_id'] for question in questions]

    if len(questions) == 0:
        return render_template('thanks.html')
    
    if request.method == 'POST':
        # User clicked the "Begin Quiz" button
        start_time = time.time()
        session['start_time'] = start_time
        session['question_ids'] = q_ids
        return redirect(url_for('prep', username=username, current_index=current_index))

    # If GET, render the final instructions page
    return render_template('instructions.html', username=username)



@app.route('/prep', methods=['GET', 'POST'])
def prep():
    username = request.args.get('username')
    current_index = int(request.args.get('current_index'))

    questions = session.get('questions', [])


    if request.method == 'POST':
        # User clicked "Start" button
        # Redirect to the actual question display
        return redirect(url_for('prompt', username=username, current_index=current_index))

    return render_template('prep.html',
                           question_number=current_index + 1,
                           total=len(questions))

@app.route('/prompt', methods=['GET', 'POST'])
def prompt():
    username = request.args.get('username')
    current_index = int(request.args.get('current_index'))

    questions = session.get('questions', [])

    if request.method == 'POST':
        # User clicked "Start" button
        # Redirect to the image display
        return redirect(url_for('image', username=username, current_index=current_index))

    question_raw = questions[current_index].get('question', '')
    if "count" in question_raw.lower():
        idx = question_raw.index('.')
    else:
        idx = question_raw.index('?')

    question = question_raw[:idx+1]

    task = questions[current_index].get('task', '')
    if task == 'Counting Grid - Blank Grids' or task == 'Counting Grid - Word Grids':
        question = "Count the number of rows and columns."

    return render_template('prompt.html',
                           question_text=question)

@app.route('/image', methods=['GET', 'POST'])
def image():
    username = request.args.get('username')
    current_index = int(request.args.get('current_index'))

    questions = session.get('questions', [])
    image_id = str(questions[current_index].get('image_id', 'default_image.png'))

    if request.method == 'POST':
        # Move on to the "quiz" route to see if we still have more questions
        return redirect(url_for('respond', username=username, current_index=current_index))

    # If GET, display the current image with a 10-seconds countdown
    return render_template('image.html',
                           image_name=image_id + '.jpg')


@app.route('/respond', methods=['GET', 'POST'])
def respond():
    username = request.args.get('username')
    current_index = int(request.args.get('current_index'))
    questions = session.get('questions', [])
    answers = session.get('answers', [])
    
    if request.method == 'POST':
        response = request.form.get('response')
        question_id = questions[current_index]['image_id']
        
        # Submit the answer
        answers.append({"image_id": question_id,
                        "answer": response})
        
        session['answers'] = answers
        current_index += 1

        if current_index >= len(questions):
            # Store the elapsed time
            start_time = session.get('start_time', time.time())
            q_ids = session.get('question_ids', [])
            end_time = time.time()
            elapsed_time = end_time - start_time
            
            response_all = {'username': username,
                            'time': elapsed_time,
                            'responses':answers}
            
            json_data = json.dumps(response_all, indent=4)
            
            file_name = f"{shortuuid.uuid()}.json"
            temp_file_path = os.path.join("/tmp", file_name)

            with open(temp_file_path, 'w') as f:
                f.write(json_data)

            return render_template('thanks.html')

        return redirect(url_for('prep', username=username, current_index=current_index))

    question_raw = questions[current_index].get('question', '')
    if "count" in question_raw.lower():
        idx = question_raw.index('.')
    else:
        idx = question_raw.index('?')

    question = question_raw[:idx+1]

    task = questions[current_index].get('task', '')
    if task == 'Circled Letter':
        form = "Enter a letter"
    elif task == 'Touching Circles':
        form = "Enter Y/N"
    elif task == 'Counting Grid - Blank Grids' or task == 'Counting Grid - Word Grids':
        form = "Enter two numbers seperated with a comma, for example: 5,6"
        question = "Count the number of rows and columns."
    else:
        form = "Enter a number"

    return render_template('respond.html',
                            question_text=question,
                            instruction=form)


if __name__ == "__main__":
    # Initialize database when running the script
    # example_usage()
    
    # Run Flask app
    # app.run(debug=False, threaded=True)
    app.run(host="0.0.0.0", port=7860, debug=False)