"""
Auto memory distillation scheduler.

Default schedule (all overridable via .env flags):
  short  — daily         at 03:00  (no LLM — fast)
  mid    — weekly Sun    at 03:30  (LLM call)
  long   — monthly 1st  at 04:00  (LLM call — off by default)

Set AUTO_DISTILL=false to disable entirely.
Set AUTO_DISTILL_LONG=true to enable monthly long-term integration.
"""
import logging
from zoneinfo import ZoneInfo
from apscheduler.schedulers.asyncio import AsyncIOScheduler
from config import settings

logger = logging.getLogger(__name__)

_scheduler: AsyncIOScheduler | None = None


def _all_personas() -> list[tuple[str, str]]:
    """Return [(username, persona_name)] for every persona on this instance."""
    from persona import list_users, list_user_personas
    pairs = []
    for u in list_users():
        for p in list_user_personas(u):
            pairs.append((u, p))
    return pairs


async def _run_short() -> None:
    from memory_distiller import distill_short
    for u, p in _all_personas():
        try:
            result = distill_short(u, p)
            logger.info("auto distill short [%s/%s]: %d files, %d chars", u, p, result["files_included"], result["chars_written"])
        except Exception as e:
            logger.error("auto distill short [%s/%s] failed: %s", u, p, e)


async def _run_mid() -> None:
    from memory_distiller import distill_mid
    from notification import notify
    for u, p in _all_personas():
        try:
            result = await distill_mid(u, p)
            if "error" in result:
                logger.warning("auto distill mid [%s/%s] skipped: %s", u, p, result["error"])
            else:
                logger.info("auto distill mid [%s/%s]: %d chars via %s", u, p, result["chars_written"], result["backend"])
                await notify(u, f"📝 Weekly memory digest complete ({result['chars_written']} chars via {result['backend']}).")
        except Exception as e:
            logger.error("auto distill mid [%s/%s] failed: %s", u, p, e)


async def _run_long() -> None:
    from memory_distiller import distill_long
    from notification import notify
    for u, p in _all_personas():
        try:
            result = await distill_long(u, p)
            if "error" in result:
                logger.warning("auto distill long [%s/%s] skipped: %s", u, p, result["error"])
            else:
                logger.info("auto distill long [%s/%s]: %d chars via %s", u, p, result["chars_written"], result["backend"])
                await notify(u, f"🧠 Monthly long-term memory integration complete ({result['chars_written']} chars via {result['backend']}). Worth a quick review.")
        except Exception as e:
            logger.error("auto distill long [%s/%s] failed: %s", u, p, e)


def get_scheduler() -> AsyncIOScheduler | None:
    """Return the running scheduler instance (used by cron tools for live add/remove)."""
    return _scheduler


def start() -> None:
    global _scheduler
    _scheduler = AsyncIOScheduler(timezone=ZoneInfo(settings.scheduler_timezone))

    if not settings.auto_distill:
        logger.info("auto distillation disabled (AUTO_DISTILL=false)")

    if settings.auto_distill_short:
        _scheduler.add_job(_run_short, "cron", hour=3, minute=0, id="distill_short")
        logger.info("scheduled: distill_short daily at 03:00")

    if settings.auto_distill_mid:
        _scheduler.add_job(_run_mid, "cron", day_of_week="sun", hour=3, minute=30, id="distill_mid")
        logger.info("scheduled: distill_mid weekly Sun at 03:30")

    if settings.auto_distill_long:
        _scheduler.add_job(_run_long, "cron", day=1, hour=4, minute=0, id="distill_long")
        logger.info("scheduled: distill_long monthly on 1st at 04:00")

    # Load user-defined cron jobs from CRONS.json
    _load_user_crons()

    _scheduler.start()
    logger.info("scheduler started (%d jobs)", len(_scheduler.get_jobs()))


def _load_user_crons() -> None:
    """Register all enabled user-defined cron jobs across all users and personas."""
    import asyncio
    try:
        from cron_runner import load_crons, parse_schedule, run_job
        from persona import list_users, list_user_personas
    except ImportError as e:
        logger.warning("could not import cron modules: %s", e)
        return

    total = 0
    persona_count = 0
    for username in list_users():
        for persona_name in list_user_personas(username):
            persona_count += 1
            for job in load_crons(username, persona_name):
                if not job.get("enabled", True):
                    continue
                # Ensure user + persona are stamped on the job for run_job() path resolution
                job.setdefault("user", username)
                job.setdefault("persona", persona_name)
                try:
                    kwargs = parse_schedule(job["schedule"])
                    sched_id = f"{username}:{persona_name}:{job['id']}"
                    _scheduler.add_job(
                        lambda j=job: asyncio.ensure_future(run_job(j)),
                        "cron",
                        id=sched_id,
                        replace_existing=True,
                        **kwargs,
                    )
                    total += 1
                except Exception as e:
                    logger.warning("cron %s/%s/%s skipped: %s", username, persona_name, job.get("id"), e)

    if total:
        logger.info("loaded %d user cron job(s) across %d persona(s)", total, persona_count)


def stop() -> None:
    global _scheduler
    if _scheduler and _scheduler.running:
        _scheduler.shutdown(wait=False)
        logger.info("auto distillation scheduler stopped")


def status() -> list[dict]:
    """Return next-run info for all scheduled jobs."""
    if not _scheduler or not _scheduler.running:
        return []
    jobs = []
    for job in _scheduler.get_jobs():
        next_run = job.next_run_time
        jobs.append({
            "id": job.id,
            "next_run": next_run.isoformat() if next_run else None,
        })
    return jobs