"""Celery tasks for async video generation polling."""

import logging
import time

from celery import shared_task

logger = logging.getLogger(__name__)

# 渐进式轮询间隔
# 前 2 分钟：每 5 秒    (24 次)
# 2-10 分钟：每 15 秒   (32 次)
# 10 分钟后：每 30 秒   (无限)
POLL_SCHEDULE = [
    (120, 5),     # 0-120s: every 5s
    (600, 15),    # 120-600s: every 15s
    (None, 30),   # 600s+: every 30s
]


@shared_task(bind=True, max_retries=0, ignore_result=True)
def poll_video_task(self, record_id):
    """Poll Volcano API for a video generation task until it reaches a terminal state.

    This is the server-side counterpart to the frontend polling.
    It runs independently of the browser — even if the user closes the page,
    this task keeps polling until Volcano returns completed or failed.
    """
    from django.utils import timezone
    from apps.generation.models import GenerationRecord
    from utils.airdrama_client import query_task, map_status, extract_video_url, ERROR_MESSAGES

    try:
        record = GenerationRecord.objects.get(pk=record_id)
    except GenerationRecord.DoesNotExist:
        logger.warning('poll_video_task: record %s not found', record_id)
        return

    ark_task_id = record.ark_task_id
    if not ark_task_id:
        logger.warning('poll_video_task: record %s has no ark_task_id', record_id)
        return

    if record.status not in ('queued', 'processing'):
        logger.info('poll_video_task: record %s already in terminal state: %s', record_id, record.status)
        return

    elapsed = 0
    logger.info('poll_video_task: start polling record=%s ark=%s', record_id, ark_task_id)

    while True:
        # 计算当前间隔
        interval = POLL_SCHEDULE[-1][1]  # default to last
        for threshold, iv in POLL_SCHEDULE:
            if threshold is None or elapsed < threshold:
                interval = iv
                break

        time.sleep(interval)
        elapsed += interval

        # Re-fetch record to check if frontend already updated it
        try:
            record.refresh_from_db()
        except GenerationRecord.DoesNotExist:
            logger.info('poll_video_task: record %s deleted during polling', record_id)
            return

        if record.status not in ('queued', 'processing'):
            logger.info('poll_video_task: record %s resolved by frontend: %s', record_id, record.status)
            return

        # Poll Volcano API
        try:
            ark_resp = query_task(ark_task_id)
            new_status = map_status(ark_resp.get('status', ''))
        except Exception:
            logger.exception('poll_video_task: API query failed for %s, will retry', ark_task_id)
            continue  # retry on next interval

        if new_status in ('queued', 'processing'):
            # Still running, update status and continue
            if record.status != new_status:
                record.status = new_status
                record.save(update_fields=['status'])
            continue

        # Terminal state reached — process result
        record.status = new_status

        # Save seed
        returned_seed = ark_resp.get('seed')
        if returned_seed is not None:
            record.seed = returned_seed

        if new_status == 'completed':
            _handle_completed(record, ark_resp)
        elif new_status == 'failed':
            _handle_failed(record, ark_resp)

        record.completed_at = timezone.now()
        record.save(update_fields=[
            'status', 'result_url', 'error_message', 'raw_error',
            'seed', 'completed_at',
        ])

        logger.info(
            'poll_video_task: record=%s ark=%s final_status=%s elapsed=%ds',
            record_id, ark_task_id, new_status, elapsed,
        )
        return


def _handle_completed(record, ark_resp):
    """Process a completed task: persist video to TOS and settle payment."""
    from utils.airdrama_client import extract_video_url

    video_url = extract_video_url(ark_resp)
    if video_url:
        try:
            from utils.tos_client import upload_from_url
            record.result_url = upload_from_url(video_url, folder='results')
        except Exception:
            logger.exception('poll_video_task: failed to persist video to TOS')
            record.result_url = video_url

    # 结算：按实际 tokens 扣费
    usage = ark_resp.get('usage', {})
    total_tokens = usage.get('total_tokens', 0) if isinstance(usage, dict) else 0
    if total_tokens > 0:
        from apps.generation.views import _settle_payment
        _settle_payment(record, total_tokens)
    else:
        from apps.generation.views import _release_freeze
        _release_freeze(record)


def _handle_failed(record, ark_resp):
    """Process a failed task: record error and release frozen amount."""
    from utils.airdrama_client import ERROR_MESSAGES

    error = ark_resp.get('error', {})
    code = error.get('code', '') if isinstance(error, dict) else ''
    raw_msg = error.get('message', '') if isinstance(error, dict) else str(error)
    record.error_message = ERROR_MESSAGES.get(code, raw_msg)
    record.raw_error = f'{code}: {raw_msg}' if code else raw_msg

    usage = ark_resp.get('usage', {})
    total_tokens = usage.get('total_tokens', 0) if isinstance(usage, dict) else 0
    if total_tokens > 0:
        from apps.generation.views import _settle_payment
        _settle_payment(record, total_tokens)
    else:
        from apps.generation.views import _release_freeze
        _release_freeze(record)