import asyncio from datetime import datetime, timedelta from sqlalchemy import and_, desc, func, select from sqlalchemy.orm import selectinload from base.orm import local_session from orm.reaction import Reaction, ReactionKind from orm.shout import Shout, ShoutAuthor, ShoutTopic from services.stat.reacted import ReactedStorage async def get_shout_stat(slug): return { # TODO: use ackee as datasource "viewed": 0, # await ViewedStorage.get_shout(slug), "reacted": len(await ReactedStorage.get_shout(slug)), "commented": len(await ReactedStorage.get_comments(slug)), "rating": await ReactedStorage.get_rating(slug), } async def prepare_shouts(session, stmt): shouts = [] print(stmt) for s in list(map(lambda r: r.Shout, session.execute(stmt))): s.stat = await get_shout_stat(s.slug) shouts.append(s) return shouts class ShoutsCache: limit = 200 period = 60 * 60 # 1 hour lock = asyncio.Lock() recent_published = [] recent_all = [] recent_reacted = [] recent_commented = [] top_month = [] top_overall = [] top_commented = [] by_author = {} by_topic = {} @staticmethod async def prepare_recent_published(): with local_session() as session: shouts = await prepare_shouts( session, ( select(Shout) .options( selectinload(Shout.authors), selectinload(Shout.topics) ) .where(Shout.deletedAt.is_(None)) .filter(Shout.publishedAt.is_not(None)) .order_by(desc("publishedAt")) .limit(ShoutsCache.limit) ), ) async with ShoutsCache.lock: ShoutsCache.recent_published = shouts print("[zine.cache] %d recently published shouts " % len(shouts)) @staticmethod async def prepare_recent_all(): with local_session() as session: shouts = await prepare_shouts( session, ( select(Shout) .options( selectinload(Shout.authors), selectinload(Shout.topics) ) .where(Shout.deletedAt.is_(None)) .order_by(desc("createdAt")) .limit(ShoutsCache.limit) ) ) async with ShoutsCache.lock: ShoutsCache.recent_all = shouts[0:ShoutsCache.limit] print("[zine.cache] %d recently created shouts " % len(ShoutsCache.recent_all)) @staticmethod async def prepare_recent_reacted(): with local_session() as session: reactions = session.query(Reaction).order_by(Reaction.createdAt).limit(ShoutsCache.limit) reacted_slugs = set([]) for r in reactions: reacted_slugs.add(r.shout) shouts = await prepare_shouts( session, ( select( Shout, Reaction.createdAt.label('reactedAt') ) .options( selectinload(Shout.authors), selectinload(Shout.topics), selectinload(Shout.reactions), ) .join(Reaction) .where(and_(Shout.deletedAt.is_(None), Shout.slug.in_(reacted_slugs))) .filter(Shout.publishedAt.is_not(None)) .group_by(Shout.slug, "reactedAt") .order_by(desc("reactedAt")) .limit(ShoutsCache.limit) ) ) async with ShoutsCache.lock: ShoutsCache.recent_reacted = shouts print("[zine.cache] %d recently reacted shouts " % len(shouts)) @staticmethod async def prepare_recent_commented(): with local_session() as session: reactions = session.query(Reaction).order_by(Reaction.createdAt).limit(ShoutsCache.limit) commented_slugs = set([]) for r in reactions: if bool(r.body): commented_slugs.add(r.shout) shouts = await prepare_shouts( session, ( select( Shout, Reaction.createdAt.label('reactedAt') ) .options( selectinload(Shout.authors), selectinload(Shout.topics), selectinload(Shout.reactions), ) .join(Reaction) .where(and_(Shout.deletedAt.is_(None), Shout.slug.in_(commented_slugs))) .group_by(Shout.slug, "reactedAt") .order_by(desc("reactedAt")) .limit(ShoutsCache.limit) ) ) async with ShoutsCache.lock: ShoutsCache.recent_commented = shouts print("[zine.cache] %d recently commented shouts " % len(shouts)) @staticmethod async def prepare_top_overall(): with local_session() as session: shouts = await prepare_shouts( session, ( select( Shout, func.sum(int(bool(Reaction.kind == ReactionKind.LIKE))).label('liked') ) .options( selectinload(Shout.authors), selectinload(Shout.topics), selectinload(Shout.reactions), ) .join(Reaction) .where(Shout.deletedAt.is_(None)) .filter(Shout.publishedAt.is_not(None)) .group_by(Shout.slug) .order_by(desc("liked")) .limit(ShoutsCache.limit) ), ) shouts.sort(key=lambda s: s.stat["rating"], reverse=True) async with ShoutsCache.lock: print("[zine.cache] %d top rated published " % len(shouts)) ShoutsCache.top_overall = shouts @staticmethod async def prepare_top_month(): month_ago = datetime.now() - timedelta(days=30) with local_session() as session: shouts = await prepare_shouts( session, ( select( Shout, func.sum(int(bool(Reaction.kind == ReactionKind.LIKE))).label('liked') ) .options( selectinload(Shout.authors), selectinload(Shout.topics), selectinload(Shout.reactions), ) .join(Reaction) .where(Shout.deletedAt.is_(None)) .filter(Shout.publishedAt > month_ago) .group_by(Shout.slug) .order_by(desc("liked")) .limit(ShoutsCache.limit) ), ) shouts.sort(key=lambda s: s.stat["rating"], reverse=True) async with ShoutsCache.lock: ShoutsCache.top_month = shouts print("[zine.cache] %d top month published " % len(ShoutsCache.top_month)) @staticmethod async def prepare_top_commented(): month_ago = datetime.now() - timedelta(days=30) with local_session() as session: shouts = await prepare_shouts( session, ( select( Shout, func.sum(int(bool(Reaction.body))).label("commented") ) .options( selectinload(Shout.authors), selectinload(Shout.topics), selectinload(Shout.reactions) ) .join(Reaction) .where(Shout.deletedAt.is_(None)) .filter(Shout.publishedAt > month_ago) .group_by(Shout.slug) .order_by(desc("commented")) .limit(ShoutsCache.limit) ), ) shouts.sort(key=lambda s: s.stat["commented"], reverse=True) async with ShoutsCache.lock: ShoutsCache.top_commented = shouts print("[zine.cache] %d last month top commented shouts " % len(ShoutsCache.top_commented)) @staticmethod async def prepare_by_author(): shouts_by_author = {} with local_session() as session: for a in session.query(ShoutAuthor).all(): shout = session.query(Shout).where(Shout.slug == a.shout).first() shout.stat = await get_shout_stat(shout.slug) shouts_by_author[a.user] = shouts_by_author.get(a.user, []) if shout not in shouts_by_author[a.user]: shouts_by_author[a.user].append(shout) async with ShoutsCache.lock: print("[zine.cache] indexed by %d authors " % len(shouts_by_author.keys())) ShoutsCache.by_author = shouts_by_author @staticmethod async def prepare_by_topic(): shouts_by_topic = {} with local_session() as session: for a in session.query(ShoutTopic).all(): shout = session.query(Shout).where(Shout.slug == a.shout).first() shout.stat = await get_shout_stat(shout.slug) shouts_by_topic[a.topic] = shouts_by_topic.get(a.topic, []) if shout not in shouts_by_topic[a.topic]: shouts_by_topic[a.topic].append(shout) async with ShoutsCache.lock: print("[zine.cache] indexed by %d topics " % len(shouts_by_topic.keys())) ShoutsCache.by_topic = shouts_by_topic @staticmethod async def worker(): while True: try: await ShoutsCache.prepare_top_month() await ShoutsCache.prepare_top_overall() await ShoutsCache.prepare_top_commented() await ShoutsCache.prepare_recent_published() await ShoutsCache.prepare_recent_all() await ShoutsCache.prepare_recent_reacted() await ShoutsCache.prepare_recent_commented() await ShoutsCache.prepare_by_author() await ShoutsCache.prepare_by_topic() print("[zine.cache] periodical update") except Exception as err: print("[zine.cache] error: %s" % (err)) raise err await asyncio.sleep(ShoutsCache.period)