import asyncio
import json
from uuid import uuid4
from celery.result import AsyncResult
from app.core.tasks import process_documents, redis_client
from app.core.tasks import generate_response
from app.backend.controllers.messages import register_message
from app.core.document_validator import path_is_valid
from app.core.response_parser import add_links
from app.settings import BASE_DIR, settings, logger, app
from app.backend.controllers.chats import (
    get_chat_with_messages,
    create_new_chat,
    update_title,
)
from app.backend.controllers.users import (
    extract_user_from_context,
    get_current_user,
    get_latest_chat,
    refresh_cookie,
    authorize_user,
    check_cookie,
    create_user
)
from app.core.utils import (
    construct_collection_name,
    create_collection,
    extend_context,
    initialize_rag,
    save_documents,
    protect_chat,
    TextHandler,
    PDFHandler,
)
from fastapi.middleware.cors import CORSMiddleware
from fastapi.templating import Jinja2Templates
from fastapi.staticfiles import StaticFiles
from fastapi import (
    HTTPException,
    UploadFile,
    Request,
    FastAPI,
    Form,
    File,
    WebSocket
)
from fastapi.responses import (
    StreamingResponse,
    RedirectResponse,
    FileResponse,
    JSONResponse,
)

from typing import Optional
import aiofiles
import os

# <------------------------------------- API ------------------------------------->
api = FastAPI()
rag = initialize_rag()

api.mount(
    "/chats_storage",
    StaticFiles(directory=os.path.join(BASE_DIR, "chats_storage")),
    name="chats_storage",
)
api.mount(
    "/static",
    StaticFiles(directory=os.path.join(BASE_DIR, "app", "frontend", "static")),
    name="static",
)
templates = Jinja2Templates(
    directory=os.path.join(BASE_DIR, "app", "frontend", "templates")
)


# <--------------------------------- Middleware --------------------------------->
api.add_middleware(
    CORSMiddleware,
    allow_origins=["*"],
    allow_credentials=True,
    allow_methods=["*"],
    allow_headers=["*"],
)


@api.middleware("http")
async def require_user(request: Request, call_next):
    if settings.debug:
        await logger.info("START MIDDLEWARE")
    try:
        if settings.debug:
            await logger.info(f"Path ----> {request.url.path}, Method ----> {request.method}, Port ----> {request.url.port}")

        stripped_path = request.url.path.strip("/")

        if (
            stripped_path.startswith("pdfs")
            or "static/styles.css" in stripped_path
            or "favicon.ico" in stripped_path
        ):
            return await call_next(request)

        user = await get_current_user(request)

        if settings.debug:
            await logger.info(f"User: {user}")

        authorized = True
        if user is None:
            authorized = False
            user = await create_user()

        if settings.debug:
            await logger.info(f"User in Context ----> {user.id}")

        request.state.current_user = user
        response = await call_next(request)

        if authorized:
            await refresh_cookie(request=request, response=response)
        else:
            await authorize_user(response, user)
        return response

    except Exception as exception:
        raise exception
    finally:
        if settings.debug:
            await logger.info("END MIDDLEWARE")


# <--------------------------------- Common routes --------------------------------->
@api.post("/message_with_docs")
async def send_message(request: Request, files: list[UploadFile] = File(None), prompt: str = Form(...), chat_id: str = Form(None)) -> StreamingResponse:
    status = 200
    try:
        await logger.info("Start processing the message")
        user = await extract_user_from_context(request)
        if settings.debug:
            await logger.info(f" User ----> {user}")

        collection_name = await construct_collection_name(user, chat_id)
        if settings.debug:
            await logger.info(f"Received message -------> {prompt}")

        await register_message(content=prompt, sender="user", chat_id=chat_id)

        docs = await save_documents(
           files=files, user=user, chat_id=chat_id
        )

        doc_task = None
        if docs:
            doc_task = process_documents.delay(
                collection_name=collection_name,
                files=docs,
                chat_id=chat_id,
            )

        task_id = str(uuid4())

        resp_task = generate_response.delay(
            collection_name=collection_name,
            prompt=prompt,
            chat_id=chat_id,
            task_id=task_id
        )

        return JSONResponse({
            "doc_task_id": doc_task.id if doc_task else None,
            "resp_task_id": task_id,
            "message": "Tasks enqueued, connect to WebSocket for streaming response"
        })
    except Exception as e:
        await logger.error(f"Error in send_message: {str(e)}")


@api.websocket("/ws/response/{task_id}")
async def websocket_response(websocket: WebSocket, task_id: str):
    await websocket.accept()
    try:
        last_index = 0
        while True:
            status = await redis_client.get(f"response:{task_id}:status")
            if status == "completed":
                chunks = await redis_client.lrange(f"response:{task_id}:chunks", last_index, -1)
                for chunk in chunks:
                    await websocket.send_text(json.loads(chunk)["chunk"])
                await websocket.send_json({"status": "completed"})
                break
            elif status == "failed":
                error = await redis_client.get(f"response:{task_id}:error") or "Unknown error"
                await websocket.send_json({"status": "failed", "error": error})
                break
            elif status == "streaming":
                chunks = await redis_client.lrange(f"response:{task_id}:chunks", last_index, -1)
                for chunk in chunks:
                    await websocket.send_text(json.loads(chunk)["chunk"])
                last_index += len(chunks)
            await asyncio.sleep(0.1)
    except Exception as e:
        await logger.error(f"Error at websocket: {e}")


@api.get("/task_status/{task_id}")
async def get_task_status(task_id: str):
    task = AsyncResult(task_id, app=app)
    status = await redis_client.get(f"response:{task_id}:status") or task.state
    if status in ["PENDING", "STARTED"]:
        return JSONResponse({"task_id": task_id, "status": "pending"})
    elif status in ["SUCCESS", "completed"]:
        chunks = await redis_client.lrange(f"response:{task_id}:chunks", 0, -1)
        return JSONResponse({"task_id": task_id, "status": "success", "chunks": [json.loads(c)["chunk"] for c in chunks]})
    else:
        error = await redis_client.get(f"response:{task_id}:error") or str(task.info)
        return JSONResponse({"task_id": task_id, "status": status, "error": error})


@api.post("/replace_message")
async def replace_message(request: Request):
    data = await request.json()
    async with aiofiles.open(os.path.join(BASE_DIR, "models_io", "response.txt"), "w") as f:
        await f.write(data.get("message", ""))
    return JSONResponse({"updated_message": await add_links(data.get("message", ""))})


@api.get("/viewer")
async def show_document(request: Request, path: str, page: Optional[int] = 1, lines: Optional[str] = "1-1", start: Optional[int] = 0):
    if not await path_is_valid(path):
        return HTTPException(status_code=404, detail="Document not found")

    ext = path.split(".")[-1]
    if ext == "pdf":
        return await PDFHandler(request, path=path, page=page, templates=templates)
    elif ext in ("txt", "csv", "md", "json"):
        return await TextHandler(request, path=path, lines=lines, templates=templates)
    elif ext in ("docx", "doc"):
        return await TextHandler(
            request, path=path, lines=lines, templates=templates
        )
    else:
        return FileResponse(path=path)


# <--------------------------------- Get --------------------------------->
@api.get("/cookie_test")
async def test_cookie(request: Request):
    return await check_cookie(request)


@api.get("/test")
async def test(request: Request):
    user = await get_current_user()
    return {
        "user": {
            "id": user.id,
        }
    }


@api.get("/chats/id={chat_id}")
async def show_chat(request: Request, chat_id: str):
    current_template = "pages/chat.html"

    chat = await get_chat_with_messages(chat_id)
    user = await extract_user_from_context(request)

    await logger.info(f"User in chats ----------------> {user.id}")

    await update_title(chat["chat_id"])

    if not await protect_chat(user, chat_id):
        raise HTTPException(401, "You do not have rights to use this chat!")

    context = await extend_context({"request": request, "user": user}, selected=chat_id)
    context.update(chat)

    return templates.TemplateResponse(current_template, context)


@api.get("/")
async def last_user_chat(request: Request):
    user = await extract_user_from_context(request)
    chat = await get_latest_chat(user)
    url = None

    if chat is None:
        if settings.debug:
            await logger.info("Creating new chat")

        new_chat = await create_new_chat("new chat", user)
        url = new_chat.get("url")
        try:
            await create_collection(user, new_chat.get("chat_id"), rag)
        except Exception as e:
            raise HTTPException(500, e)

    else:
        url = f"/chats/id={chat.id}"

    return RedirectResponse(url, status_code=303)


# <--------------------------------- Post --------------------------------->
@api.post("/new_chat")
async def create_chat(request: Request, title: Optional[str] = "new chat"):
    user = await extract_user_from_context(request)
    new_chat = await create_new_chat(title, user)
    url = new_chat.get("url")
    chat_id = new_chat.get("chat_id")

    if url is None or chat_id is None:
        raise HTTPException(500, "New chat was not created")

    try:
        await create_collection(user, chat_id, rag)
    except Exception as e:
        raise HTTPException(500, e)

    return RedirectResponse(url, status_code=303)