"""
Flusso:
1. POST /jobs → crea job in Redis con stato "pending"
2. Background task: scarica dati → aggiorna stato in Redis
3. GET /jobs/{id} → legge stato da Redis
"""

import json
import os
import uuid
from typing import Any, Dict

import httpx
from core import copernicus
from core.cache import cache_get, cache_set, cache_delete
from fastapi import APIRouter, BackgroundTasks, Depends, HTTPException
from middleware.auth import require_auth
from schemas import DownloadJobRequest, JobStatus

router = APIRouter(prefix="/jobs", tags=["sessions"])

API_URL = os.getenv("API_SERVICE_URL", "http://api:3003")

# TTL per lo stato dei job: 48 ore (i job completati vengono puliti automaticamente)
_JOB_TTL = 48 * 3600


def _job_key(session_id: str) -> str:
    """Genera la chiave Redis per un job."""
    return f"marine:job:{session_id}"


def _get_job(session_id: str) -> Dict[str, Any] | None:
    """Legge lo stato di un job da Redis."""
    return cache_get(_job_key(session_id))


def _set_job(session_id: str, **kwargs):
    """Aggiorna lo stato di un job in Redis.
    Legge lo stato corrente, applica le modifiche, e riscrive."""
    job = cache_get(_job_key(session_id))
    if job is None:
        return
    job.update(kwargs)
    cache_set(_job_key(session_id), job, _JOB_TTL)


def _run_download(session_id: str, req: DownloadJobRequest, username: str, user_token: str):
    """Download in background: Copernicus → conversione → upload via API service.

    Ad ogni cambio di fase, lo stato viene aggiornato in Redis
    così il frontend può fare polling su GET /jobs/{id}.
    """
    def progress(pct: int, msg: str):
        _set_job(session_id, progress=pct, message=msg)

    try:
        _set_job(session_id, status="downloading", progress=5, message="Scarico da Copernicus Marine...")

        # Scarica dati dal catalogo Copernicus
        df = copernicus.download_dataset(
            dataset_id=req.dataset_id,
            variables=req.variables,
            min_longitude=req.min_longitude,
            max_longitude=req.max_longitude,
            min_latitude=req.min_latitude,
            max_latitude=req.max_latitude,
            start_datetime=req.start_date,
            end_datetime=req.end_date,
            progress_callback=progress,
        )

        _set_job(session_id, status="converting", progress=80, message="Creo il file...")

        # Converte il DataFrame in bytes (CSV o JSON)
        data_bytes, content_type = copernicus.dataframe_to_bytes(df, req.format, req.variable_renames)
        filename = f"upload.{req.format}"

        _set_job(session_id, status="saving", progress=90, message="Carico su storage...")

        # Metadati del dataset per l'API service
        metadata = {
            "nome":                  req.nome,
            "tags":                  req.tags,
            "created_by":            username,
            "type":                  req.format,
            "notes":                 req.notes,
            "copernicus_dataset_id": req.dataset_id,
            "variables":             req.variables,
            "variable_renames":      req.variable_renames,
            "bbox":                  [req.min_longitude, req.min_latitude, req.max_longitude, req.max_latitude],
            "start_date":            req.start_date,
            "end_date":              req.end_date,
        }

        # Upload al servizio API che gestisce MinIO
        with httpx.Client(timeout=None) as client:
            r = client.post(
                f"{API_URL}/marine/datasets/upload",
                headers={"Authorization": f"Bearer {user_token}"},
                files={"file": (filename, data_bytes, content_type)},
                data={"metadata": json.dumps(metadata)},
            )

        if not r.is_success:
            raise RuntimeError(f"API upload failed ({r.status_code}): {r.text}")

        entry = r.json()
        _set_job(session_id, status="done", progress=100, message="Dataset salvato.", dataset_id=entry["id"])

    except Exception as e:
        _set_job(session_id, status="error", progress=0, message=str(e))


@router.post("", response_model=JobStatus, status_code=202)
async def new_download_session(
    req: DownloadJobRequest,
    background_tasks: BackgroundTasks,
    user=Depends(require_auth)
):
    """Crea un nuovo job di download e lo avvia in background."""
    session_id = str(uuid.uuid4())

    # Stato iniziale del job salvato in Redis
    initial_state = {
        "job_id": session_id,
        "status": "pending",
        "progress": 0,
        "message": "In coda",
        "dataset_id": None,
    }
    cache_set(_job_key(session_id), initial_state, _JOB_TTL)

    # Avvia il download in background
    background_tasks.add_task(_run_download, session_id, req, user["username"], user["token"])
    return initial_state


@router.get("/{session_id}", response_model=JobStatus)
async def get_download_session(session_id: str, user=Depends(require_auth)):
    """Legge lo stato di un job di download da Redis."""
    session = _get_job(session_id)
    if session is None:
        raise HTTPException(status_code=404, detail="Job not found")
    return session