# See https://zulip.readthedocs.io/en/latest/subsystems/caching.html for docs from typing import Any, Callable, Dict, List, Tuple import datetime import logging # This file needs to be different from cache.py because cache.py # cannot import anything from zerver.models or we'd have an import # loop from analytics.models import RealmCount from django.conf import settings from zerver.models import Message, UserProfile, Stream, get_stream_cache_key, \ Recipient, get_recipient_cache_key, Client, get_client_cache_key, \ Huddle, huddle_hash_cache_key from zerver.lib.cache import cache_with_key, cache_set, \ user_profile_by_api_key_cache_key, \ user_profile_cache_key, get_remote_cache_time, get_remote_cache_requests, \ cache_set_many, to_dict_cache_key_id from zerver.lib.message import MessageDict from zerver.lib.users import get_all_api_keys from importlib import import_module from django.contrib.sessions.models import Session from django.db.models import Q from django.utils.timezone import now as timezone_now MESSAGE_CACHE_SIZE = 75000 def message_fetch_objects() -> List[Any]: try: max_id = Message.objects.only('id').order_by("-id")[0].id except IndexError: return [] return Message.objects.select_related().filter(~Q(sender__email='tabbott/extra@mit.edu'), id__gt=max_id - MESSAGE_CACHE_SIZE) def message_cache_items(items_for_remote_cache: Dict[str, Tuple[bytes]], message: Message) -> None: ''' Note: this code is untested, and the caller has been commented out for a while. ''' key = to_dict_cache_key_id(message.id) value = MessageDict.to_dict_uncached(message) items_for_remote_cache[key] = (value,) def user_cache_items(items_for_remote_cache: Dict[str, Tuple[UserProfile]], user_profile: UserProfile) -> None: for api_key in get_all_api_keys(user_profile): items_for_remote_cache[user_profile_by_api_key_cache_key(api_key)] = (user_profile,) items_for_remote_cache[user_profile_cache_key(user_profile.email, user_profile.realm)] = (user_profile,) # We have other user_profile caches, but none of them are on the # core serving path for lots of requests. def stream_cache_items(items_for_remote_cache: Dict[str, Tuple[Stream]], stream: Stream) -> None: items_for_remote_cache[get_stream_cache_key(stream.name, stream.realm_id)] = (stream,) def client_cache_items(items_for_remote_cache: Dict[str, Tuple[Client]], client: Client) -> None: items_for_remote_cache[get_client_cache_key(client.name)] = (client,) def huddle_cache_items(items_for_remote_cache: Dict[str, Tuple[Huddle]], huddle: Huddle) -> None: items_for_remote_cache[huddle_hash_cache_key(huddle.huddle_hash)] = (huddle,) def recipient_cache_items(items_for_remote_cache: Dict[str, Tuple[Recipient]], recipient: Recipient) -> None: items_for_remote_cache[get_recipient_cache_key(recipient.type, recipient.type_id)] = (recipient,) session_engine = import_module(settings.SESSION_ENGINE) def session_cache_items(items_for_remote_cache: Dict[str, str], session: Session) -> None: store = session_engine.SessionStore(session_key=session.session_key) # type: ignore # import_module items_for_remote_cache[store.cache_key] = store.decode(session.session_data) def get_active_realm_ids() -> List[int]: """For servers like zulipchat.com with a lot of realms, it only makes sense to do cache-filling work for realms that have any currently active users/clients. Otherwise, we end up with every single-user trial organization that has ever been created costing us N streams worth of cache work (where N is the number of default streams for a new organization). """ date = timezone_now() - datetime.timedelta(days=2) return RealmCount.objects.filter( end_time__gte=date, property="1day_actives::day", value__gt=0).distinct("realm_id").values_list("realm_id", flat=True) def get_streams() -> List[Stream]: return Stream.objects.select_related().filter( realm__in=get_active_realm_ids()).exclude( # We filter out Zephyr realms, because they can easily # have 10,000s of streams with only 1 subscriber. is_in_zephyr_realm=True) def get_recipients() -> List[Recipient]: return Recipient.objects.select_related().filter( type_id__in=get_streams().values_list("id", flat=True)) # type: ignore # Should be QuerySet above def get_users() -> List[UserProfile]: return UserProfile.objects.select_related().filter( long_term_idle=False, realm__in=get_active_realm_ids()) # Format is (objects query, items filler function, timeout, batch size) # # The objects queries are put inside lambdas to prevent Django from # doing any setup for things we're unlikely to use (without the lambda # wrapper the below adds an extra 3ms or so to startup time for # anything importing this file). cache_fillers = { 'user': (get_users, user_cache_items, 3600*24*7, 10000), 'client': (lambda: Client.objects.select_related().all(), client_cache_items, 3600*24*7, 10000), 'recipient': (get_recipients, recipient_cache_items, 3600*24*7, 10000), 'stream': (get_streams, stream_cache_items, 3600*24*7, 10000), # Message cache fetching disabled until we can fix the fact that it # does a bunch of inefficient memcached queries as part of filling # the display_recipient cache # 'message': (message_fetch_objects, message_cache_items, 3600 * 24, 1000), 'huddle': (lambda: Huddle.objects.select_related().all(), huddle_cache_items, 3600*24*7, 10000), 'session': (lambda: Session.objects.all(), session_cache_items, 3600*24*7, 10000), } # type: Dict[str, Tuple[Callable[[], List[Any]], Callable[[Dict[str, Any], Any], None], int, int]] def fill_remote_cache(cache: str) -> None: remote_cache_time_start = get_remote_cache_time() remote_cache_requests_start = get_remote_cache_requests() items_for_remote_cache = {} # type: Dict[str, Any] (objects, items_filler, timeout, batch_size) = cache_fillers[cache] count = 0 for obj in objects(): items_filler(items_for_remote_cache, obj) count += 1 if (count % batch_size == 0): cache_set_many(items_for_remote_cache, timeout=3600*24) items_for_remote_cache = {} cache_set_many(items_for_remote_cache, timeout=3600*24*7) logging.info("Successfully populated %s cache! Consumed %s remote cache queries (%s time)" % (cache, get_remote_cache_requests() - remote_cache_requests_start, round(get_remote_cache_time() - remote_cache_time_start, 2)))