import io
from flask import Flask, Response, send_from_directory, jsonify, request, abort
import os
from flask_cors import CORS
from multiprocessing import Queue
import base64
from typing import Any, List, Dict, Tuple
from multiprocessing import Queue
import logging
import sys

from server.AudioTranscriber import AudioTranscriber
from server.ActionProcessor import ActionProcessor
from server.StandaloneApplication import StandaloneApplication

# Configure logging
logging.basicConfig(
    level=logging.INFO,
    format="%(asctime)s - %(name)s - %(levelname)s - %(message)s",
    handlers=[logging.StreamHandler(sys.stdout)],
)

# Get a logger for your app
logger = logging.getLogger(__name__)

# Use a directory in the user's home folder for static files
STATIC_DIR = "/app/server/static" if os.getenv("DEBUG") != "true" else "./server"

audio_queue: "Queue[io.BytesIO]" = Queue()
text_queue: "Queue[str]" = Queue()
action_queue: "Queue[str]" = Queue()

app = Flask(__name__, static_folder=STATIC_DIR)

_ = CORS(
    app,
    origins=["*"],
    methods=["GET", "POST", "OPTIONS"],
    allow_headers=["Content-Type", "Authorization"],
)


@app.after_request
def add_header(response: Response):
    # Add permissive CORS headers
    response.headers["Access-Control-Allow-Origin"] = "*"
    response.headers["Access-Control-Allow-Methods"] = "GET, POST, PUT, DELETE, OPTIONS"
    response.headers["Access-Control-Allow-Headers"] = "*"  # Allow all headers
    # Cross-origin isolation headers
    response.headers["Cross-Origin-Embedder-Policy"] = "require-corp"
    response.headers["Cross-Origin-Opener-Policy"] = "same-origin"
    response.headers["Cross-Origin-Resource-Policy"] = "cross-origin"
    return response


@app.route("/")
def serve_index():
    # Handle logs=container query parameter
    if request.args.get("logs") == "container":
        files = (
            os.listdir(app.static_folder) if os.path.exists(app.static_folder) else []
        )
        return jsonify(
            {
                "static_folder": app.static_folder,
                "exists": os.path.exists(app.static_folder),
                "files": files,
                "pwd": os.getcwd(),
                "user": os.getenv("USER"),
            }
        )

    try:
        response = send_from_directory(app.static_folder, "index.html")
        response.headers["Cross-Origin-Opener-Policy"] = "same-origin"
        response.headers["Cross-Origin-Embedder-Policy"] = "require-corp"
        return response
    except FileNotFoundError:
        abort(
            404,
            description=f"Static folder or index.html not found. Static folder: {app.static_folder}",
        )


@app.route("/api/data", methods=["GET"])
def get_data():
    return jsonify({"status": "success"})


@app.route("/api/process", methods=["POST"])
def process_data():
    try:
        # Check content type
        content_type = request.headers.get("Content-Type", "")

        # Handle different content types
        if "application/json" in content_type:
            data = request.get_json()
            audio_base64 = data.get("audio_chunk")
        elif "multipart/form-data" in content_type:
            audio_base64 = request.form.get("audio_chunk")
        else:
            # Try to get raw data
            audio_base64 = request.get_data().decode("utf-8")

        # Validate the incoming data
        if not audio_base64:
            return (
                jsonify({"error": "Missing audio_chunk in request", "status": "error"}),
                400,
            )

        # Decode the base64 audio chunk
        try:
            audio_chunk = base64.b64decode(audio_base64)
        except Exception as e:
            return (
                jsonify(
                    {
                        "error": f"Failed to decode audio chunk: {str(e)}",
                        "status": "error",
                    }
                ),
                400,
            )

        # Put the audio chunk in the queue for processing
        audio_queue.put(io.BytesIO(audio_chunk))

        return jsonify(
            {
                "status": "success",
            }
        )
    except Exception as e:
        return (
            jsonify(
                {"error": f"Failed to process request: {str(e)}", "status": "error"}
            ),
            500,
        )


@app.route("/api/actions", methods=["GET"])
def get_actions() -> Tuple[Response, int]:
    """Retrieve and clear all pending actions from the queue"""
    actions: List[Dict[str, Any]] = []

    # Drain the queue into our actions list
    while not action_queue.empty():
        try:
            actions.append(action_queue.get_nowait())
        except Exception:
            break

    return jsonify({"actions": actions, "status": "success"}), 200


@app.route("/<path:path>")
def serve_static(path: str):
    try:
        return send_from_directory(app.static_folder, path)
    except FileNotFoundError:
        abort(404, description=f"File {path} not found in static folder")


if __name__ == "__main__":
    if os.path.exists(app.static_folder):
        logger.info(f"Static folder contents: {os.listdir(app.static_folder)}")

    os.makedirs(app.static_folder, exist_ok=True)

    # Start the audio transcriber thread
    transcriber = AudioTranscriber(audio_queue, text_queue)
    transcriber.start()

    # Start the action processor thread
    MISTRAL_API_KEY = os.getenv("MISTRAL_API_KEY")
    if not MISTRAL_API_KEY:
        raise ValueError("MISTRAL_API_KEY is not set")

    action_processor = ActionProcessor(text_queue, action_queue, MISTRAL_API_KEY)
    action_processor.start()

    options: Any = {
        "bind": "0.0.0.0:7860",
        "workers": 3,
        "worker_class": "sync",
        "timeout": 120,
        "forwarded_allow_ips": "*",
        "accesslog": None,  # Disable access logging
        "errorlog": "-",  # Keep error logging to stderr
        "capture_output": True,
        "enable_stdio_inheritance": True,
    }

    StandaloneApplication(app, options).run()