# -*- coding: utf-8 -*- import asyncio import dataclasses import datetime import hashlib import logging import re from typing import * import aiohttp import cachetools import sqlalchemy.exc import config import models.bilibili as bl_models import models.database import utils.async_io import utils.request logger = logging.getLogger(__name__) DEFAULT_AVATAR_URL = '//static.hdslb.com/images/member/noface.gif' _avatar_fetchers: List['AvatarFetcher'] = [] # user_id -> avatar_url _avatar_url_cache: Optional[cachetools.TTLCache] = None # 正在获取头像的Future,user_id -> Future _uid_fetch_future_map: Dict[int, asyncio.Future] = {} # 正在获取头像的任务队列 _task_queue: Optional['asyncio.Queue[FetchTask]'] = None @dataclasses.dataclass class FetchTask: user_id: int future: 'asyncio.Future[Optional[str]]' def init(): cfg = config.get_config() global _avatar_url_cache, _task_queue _avatar_url_cache = cachetools.TTLCache(cfg.avatar_cache_size, 10 * 60) _task_queue = asyncio.Queue(cfg.fetch_avatar_max_queue_size) utils.async_io.create_task_with_ref(_do_init()) async def _do_init(): fetchers = [ MedalAnchorAvatarFetcher(3), UserCardAvatarFetcher(3), GameUserCenterAvatarFetcher(3), ] await asyncio.gather(*(fetcher.init() for fetcher in fetchers)) global _avatar_fetchers _avatar_fetchers = fetchers async def get_avatar_url(user_id, username) -> str: avatar_url = await get_avatar_url_or_none(user_id) if avatar_url is None: avatar_url = get_default_avatar_url(user_id, username) return avatar_url def get_default_avatar_url(user_id=0, username=''): if user_id != 0: str_to_hash = str(user_id) elif username != '': str_to_hash = username else: return DEFAULT_AVATAR_URL id_hash = hashlib.md5(str_to_hash.encode('utf-8')).hexdigest() return f'//cravatar.cn/avatar/{id_hash}?s=256&d=robohash&f=y' async def get_avatar_url_or_none(user_id) -> Optional[str]: if user_id == 0: return None # 查内存 avatar_url = _get_avatar_url_from_memory(user_id) if avatar_url is not None: return avatar_url # 查数据库 user = await _get_avatar_url_from_database(user_id) if user is not None: avatar_url = user.avatar_url _update_avatar_cache_in_memory(user_id, avatar_url) # 如果距离数据库上次更新太久,则在后台从接口获取,并更新所有缓存 if (datetime.datetime.now() - user.update_time).days >= 1: utils.async_io.create_task_with_ref(_refresh_avatar_cache_from_web(user_id)) return avatar_url # 从接口获取 avatar_url = await _get_avatar_url_from_web(user_id) if avatar_url is not None: update_avatar_cache(user_id, avatar_url) return avatar_url return None async def _refresh_avatar_cache_from_web(user_id): avatar_url = await _get_avatar_url_from_web(user_id) if avatar_url is None: return update_avatar_cache(user_id, avatar_url) def update_avatar_cache(user_id, avatar_url): if user_id == 0: return _update_avatar_cache_in_memory(user_id, avatar_url) _update_avatar_cache_in_database(user_id, avatar_url) def update_avatar_cache_if_expired(user_id, avatar_url): # 内存缓存过期了才更新,减少写入数据库的频率 if _get_avatar_url_from_memory(user_id) is None: update_avatar_cache(user_id, avatar_url) def process_avatar_url(avatar_url): # 去掉协议,兼容HTTP、HTTPS m = re.fullmatch(r'(?:https?:)?(.*)', avatar_url) if m is not None: avatar_url = m[1] return avatar_url def _get_avatar_url_from_memory(user_id) -> Optional[str]: return _avatar_url_cache.get(user_id, None) def _update_avatar_cache_in_memory(user_id, avatar_url): _avatar_url_cache[user_id] = avatar_url def _get_avatar_url_from_database(user_id) -> Awaitable[Optional[bl_models.BilibiliUser]]: loop = asyncio.get_running_loop() return loop.run_in_executor(None, _do_get_avatar_url_from_database, user_id) def _do_get_avatar_url_from_database(user_id) -> Optional[bl_models.BilibiliUser]: try: with models.database.get_session() as session: user: bl_models.BilibiliUser = session.scalars( sqlalchemy.select(bl_models.BilibiliUser).filter( bl_models.BilibiliUser.uid == user_id ) ).one_or_none() if user is None: return None return user except sqlalchemy.exc.OperationalError: # SQLite会锁整个文件,忽略就行 return None except sqlalchemy.exc.SQLAlchemyError: logger.exception('_do_get_avatar_url_from_database failed:') return None def _update_avatar_cache_in_database(user_id, avatar_url) -> Awaitable[None]: return asyncio.get_running_loop().run_in_executor( None, _do_update_avatar_cache_in_database, user_id, avatar_url ) def _do_update_avatar_cache_in_database(user_id, avatar_url): try: with models.database.get_session() as session: user = session.scalars( sqlalchemy.select(bl_models.BilibiliUser).filter( bl_models.BilibiliUser.uid == user_id ) ).one_or_none() if user is None: user = bl_models.BilibiliUser( uid=user_id ) session.add(user) user.avatar_url = avatar_url user.update_time = datetime.datetime.now() session.commit() except (sqlalchemy.exc.OperationalError, sqlalchemy.exc.IntegrityError): # SQLite会锁整个文件,忽略就行。另外还有多线程导致ID重复的问题,这里对一致性要求不高就没加for update pass except sqlalchemy.exc.SQLAlchemyError: logger.exception('_do_update_avatar_cache_in_database failed:') def _get_avatar_url_from_web(user_id) -> Awaitable[Optional[str]]: # 如果已有正在获取的future则返回,防止重复获取同一个uid future = _uid_fetch_future_map.get(user_id, None) if future is not None: return future # 否则创建一个获取任务 future = asyncio.get_running_loop().create_future() task = FetchTask( user_id=user_id, future=future ) if not _push_task(task): future.set_result(None) return future _uid_fetch_future_map[user_id] = future future.add_done_callback(lambda _future: _uid_fetch_future_map.pop(user_id, None)) return future def _push_task(task: FetchTask): if not _has_available_avatar_fetcher(): return False try: _task_queue.put_nowait(task) return True except asyncio.QueueFull: return False def _pop_task() -> Awaitable[FetchTask]: return _task_queue.get() def _cancel_all_tasks_if_no_available_avatar_fetcher(): if _has_available_avatar_fetcher(): return logger.warning('No available avatar fetcher') while not _task_queue.empty(): task = _task_queue.get_nowait() task.future.set_result(None) def _has_available_avatar_fetcher(): return any(fetcher.is_available for fetcher in _avatar_fetchers) class AvatarFetcher: def __init__(self, query_interval): self._query_interval = query_interval self._be_available_event = asyncio.Event() self._be_available_event.set() self._cool_down_timer_handle = None async def init(self): utils.async_io.create_task_with_ref(self._fetch_consumer()) return True @property def is_available(self): return self._cool_down_timer_handle is None def _on_availability_change(self): if self.is_available: self._be_available_event.set() else: self._be_available_event.clear() _cancel_all_tasks_if_no_available_avatar_fetcher() async def _fetch_consumer(self): cls_name = type(self).__name__ while True: try: if not self.is_available: logger.info('%s waiting to become available', cls_name) await self._be_available_event.wait() logger.info('%s became available', cls_name) task = await _pop_task() # 为了简化代码,约定只会在_fetch_wrapper里变成不可用,所以获取task之后这里还是可用的 assert self.is_available start_time = datetime.datetime.now() await self._fetch_wrapper(task) cost_time = (datetime.datetime.now() - start_time).total_seconds() # 限制频率,防止被B站ban await asyncio.sleep(self._query_interval - cost_time) except Exception: # noqa logger.exception('%s error:', cls_name) async def _fetch_wrapper(self, task: FetchTask) -> Optional[str]: try: avatar_url = await self._do_fetch(task.user_id) except BaseException as e: task.future.set_exception(e) return None task.future.set_result(avatar_url) return avatar_url async def _do_fetch(self, user_id) -> Optional[str]: raise NotImplementedError def _cool_down(self, sleep_time): if self._cool_down_timer_handle is not None: return self._cool_down_timer_handle = asyncio.get_running_loop().call_later( sleep_time, self._on_cool_down_timeout ) self._on_availability_change() def _on_cool_down_timeout(self): self._cool_down_timer_handle = None self._on_availability_change() class MedalAnchorAvatarFetcher(AvatarFetcher): async def _do_fetch(self, user_id) -> Optional[str]: try: async with utils.request.http_session.get( 'https://api.live.bilibili.com/xlive/web-room/v1/index/getDanmuMedalAnchorInfo', headers={ **utils.request.BILIBILI_COMMON_HEADERS, 'Origin': 'https://live.bilibili.com', 'Referer': 'https://live.bilibili.com/' }, params={ 'ruid': user_id, 'token': '', 'platform': 'web', 'jsonp': 'jsonp' } ) as r: if r.status != 200: logger.warning( 'MedalAnchorAvatarFetcher failed to fetch avatar: status=%d %s uid=%d', r.status, r.reason, user_id ) if r.status == 412: # 被B站ban了 self._cool_down(3 * 60) return None data = await r.json() except (aiohttp.ClientConnectionError, asyncio.TimeoutError): return None code = data['code'] if code != 0: # 这里虽然失败但不会被ban一段时间 logger.info( 'MedalAnchorAvatarFetcher failed to fetch avatar: code=%d %s uid=%d', code, data['message'], user_id ) return None return process_avatar_url(data['data']['rface']) class UserCardAvatarFetcher(AvatarFetcher): async def _do_fetch(self, user_id) -> Optional[str]: try: async with utils.request.http_session.get( 'https://api.bilibili.com/x/web-interface/card', headers={ **utils.request.BILIBILI_COMMON_HEADERS, 'Origin': 'https://t.bilibili.com', 'Referer': 'https://t.bilibili.com/' }, params={ 'mid': user_id, 'photo': 'true' } ) as r: if r.status != 200: logger.warning( 'UserCardAvatarFetcher failed to fetch avatar: status=%d %s uid=%d', r.status, r.reason, user_id ) if r.status == 412: # 被B站ban了 self._cool_down(3 * 60) return None data = await r.json() except (aiohttp.ClientConnectionError, asyncio.TimeoutError): return None code = data['code'] if code != 0: # 这里虽然失败但不会被ban一段时间 logger.info( 'UserCardAvatarFetcher failed to fetch avatar: code=%d %s uid=%d', code, data['message'], user_id ) return None return process_avatar_url(data['data']['card']['face']) class GameUserCenterAvatarFetcher(AvatarFetcher): async def _do_fetch(self, user_id) -> Optional[str]: try: async with utils.request.http_session.get( 'https://line3-h5-mobile-api.biligame.com/game/center/h5/user/space/info', headers={ **utils.request.BILIBILI_COMMON_HEADERS, 'Origin': 'https://app.biligame.com', 'Referer': 'https://app.biligame.com/' }, params={ 'uid': user_id, 'sdk_type': '1' } ) as r: if r.status != 200: # 这个接口经常502 logger.info( 'GameUserCenterAvatarFetcher failed to fetch avatar: status=%d %s uid=%d', r.status, r.reason, user_id ) if r.status == 412: # 被B站ban了 self._cool_down(3 * 60) return None data = await r.json() except (aiohttp.ClientConnectionError, asyncio.TimeoutError): return None code = data['code'] if code != 0: # 这里虽然失败但不会被ban一段时间 logger.info( 'GameUserCenterAvatarFetcher failed to fetch avatar: code=%d %s uid=%d', code, data['message'], user_id ) return None return process_avatar_url(data['data']['face'])