import os
import threading
from flask import Flask, jsonify, request
from llama_cpp import Llama
import requests
import subprocess
import json

app = Flask(__name__)

# Configuration
MODEL_PATH = "/tmp/model/calme-3.3-llamaloi-3b.Q4_K_M.gguf"
GH_PAT = os.getenv("GH_PAT")
REPO_URL = "https://github.com/NitinBot001/Audio-url-new-js.git"

def background_init():
    """Handle time-consuming operations in background"""
    try:
        # 1. Download model
        os.makedirs(os.path.dirname(MODEL_PATH), exist_ok=True)
        if not os.path.exists(MODEL_PATH):
            print("Starting model download...")
            url = "https://huggingface.co/MaziyarPanahi/calme-3.3-llamaloi-3b-GGUF/resolve/main/calme-3.3-llamaloi-3b.Q4_K_M.gguf"
            with requests.get(url, stream=True) as r:
                r.raise_for_status()
                with open(MODEL_PATH, "wb") as f:
                    for chunk in r.iter_content(chunk_size=8192):
                        f.write(chunk)

        # 2. Initialize LLM
        global llm
        llm = Llama(
            model_path=MODEL_PATH,
            n_ctx=8192,  # Reduced from 131072 for faster startup
            n_threads=2,
            n_gpu_layers=0,
            verbose=False
        )

        # 3. Tunnel and Git operations
        tunnel_url = start_tunnel()
        push_tunnel_url_to_repo(tunnel_url)
        
    except Exception as e:
        print(f"Background init failed: {str(e)}")

def start_tunnel():
    """Start tunnel and return URL"""
    proc = subprocess.Popen(
        ["npx", "nport", "-s", "hf-space", "-p", "7860"],
        stdout=subprocess.PIPE,
        stderr=subprocess.PIPE
    )
    # Wait for tunnel URL
    for line in iter(proc.stdout.readline, b''):
        if b"your domain is:" in line:
            return line.decode().split("your domain is: ")[1].strip()
    raise RuntimeError("Failed to get tunnel URL")

def push_tunnel_url_to_repo(url):
    """Update repository with tunnel URL"""
    repo_dir = "/tmp/repo"
    subprocess.run(["rm", "-rf", repo_dir], check=True)
    subprocess.run([
        "git", "clone",
        f"https://x-access-token:{GH_PAT}@github.com/NitinBot001/Audio-url-new-js.git",
        repo_dir
    ], check=True)
    
    with open(f"{repo_dir}/instance.json", "w") as f:
        json.dump({"tunnel_url": url}, f)
    
    subprocess.run(["git", "-C", repo_dir, "add", "."], check=True)
    subprocess.run([
        "git", "-C", repo_dir,
        "commit", "-m", f"Update tunnel URL: {url}"
    ], check=True)
    subprocess.run(["git", "-C", repo_dir, "push"], check=True)

@app.route("/chat", methods=["GET"])
def chat():
    if 'llm' not in globals():
        return jsonify({"error": "Initializing, try again later"}), 503
    message = request.args.get("message", "")
    prompt = f"<|begin_of_text|><|start_header_id|>user<|end_header_id|>\n{message}<|eot_id|>\n<|start_header_id|>assistant<|end_header_id|>\n"
    output = llm(prompt, max_tokens=512, stop=["<|eot_id|>"])
    return jsonify({"response": output['choices'][0]['text'].strip()})

@app.route("/health")
def health_check():
    return "OK", 200

if __name__ == "__main__":
    # Start background initialization
    threading.Thread(target=background_init, daemon=True).start()
    # Start Flask server
    app.run(host="0.0.0.0", port=7860)