Add support for evicting cache entries based on last access time. (#10205)

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Erik Johnston 2021-07-05 16:32:12 +01:00 committed by GitHub
parent 10671da05b
commit 7a5873277e
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9 changed files with 483 additions and 93 deletions

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@ -12,9 +12,12 @@
# See the License for the specific language governing permissions and
# limitations under the License.
import logging
import threading
import weakref
from functools import wraps
from typing import (
TYPE_CHECKING,
Any,
Callable,
Collection,
@ -31,10 +34,19 @@ from typing import (
from typing_extensions import Literal
from twisted.internet import reactor
from synapse.config import cache as cache_config
from synapse.util import caches
from synapse.metrics.background_process_metrics import wrap_as_background_process
from synapse.util import Clock, caches
from synapse.util.caches import CacheMetric, register_cache
from synapse.util.caches.treecache import TreeCache, iterate_tree_cache_entry
from synapse.util.linked_list import ListNode
if TYPE_CHECKING:
from synapse.server import HomeServer
logger = logging.getLogger(__name__)
try:
from pympler.asizeof import Asizer
@ -82,19 +94,126 @@ def enumerate_leaves(node, depth):
yield m
P = TypeVar("P")
class _TimedListNode(ListNode[P]):
"""A `ListNode` that tracks last access time."""
__slots__ = ["last_access_ts_secs"]
def update_last_access(self, clock: Clock):
self.last_access_ts_secs = int(clock.time())
# Whether to insert new cache entries to the global list. We only add to it if
# time based eviction is enabled.
USE_GLOBAL_LIST = False
# A linked list of all cache entries, allowing efficient time based eviction.
GLOBAL_ROOT = ListNode["_Node"].create_root_node()
@wrap_as_background_process("LruCache._expire_old_entries")
async def _expire_old_entries(clock: Clock, expiry_seconds: int):
"""Walks the global cache list to find cache entries that haven't been
accessed in the given number of seconds.
"""
now = int(clock.time())
node = GLOBAL_ROOT.prev_node
assert node is not None
i = 0
logger.debug("Searching for stale caches")
while node is not GLOBAL_ROOT:
# Only the root node isn't a `_TimedListNode`.
assert isinstance(node, _TimedListNode)
if node.last_access_ts_secs > now - expiry_seconds:
break
cache_entry = node.get_cache_entry()
next_node = node.prev_node
# The node should always have a reference to a cache entry and a valid
# `prev_node`, as we only drop them when we remove the node from the
# list.
assert next_node is not None
assert cache_entry is not None
cache_entry.drop_from_cache()
# If we do lots of work at once we yield to allow other stuff to happen.
if (i + 1) % 10000 == 0:
logger.debug("Waiting during drop")
await clock.sleep(0)
logger.debug("Waking during drop")
node = next_node
# If we've yielded then our current node may have been evicted, so we
# need to check that its still valid.
if node.prev_node is None:
break
i += 1
logger.info("Dropped %d items from caches", i)
def setup_expire_lru_cache_entries(hs: "HomeServer"):
"""Start a background job that expires all cache entries if they have not
been accessed for the given number of seconds.
"""
if not hs.config.caches.expiry_time_msec:
return
logger.info(
"Expiring LRU caches after %d seconds", hs.config.caches.expiry_time_msec / 1000
)
global USE_GLOBAL_LIST
USE_GLOBAL_LIST = True
clock = hs.get_clock()
clock.looping_call(
_expire_old_entries, 30 * 1000, clock, hs.config.caches.expiry_time_msec / 1000
)
class _Node:
__slots__ = ["prev_node", "next_node", "key", "value", "callbacks", "memory"]
__slots__ = [
"_list_node",
"_global_list_node",
"_cache",
"key",
"value",
"callbacks",
"memory",
]
def __init__(
self,
prev_node,
next_node,
root: "ListNode[_Node]",
key,
value,
cache: "weakref.ReferenceType[LruCache]",
clock: Clock,
callbacks: Collection[Callable[[], None]] = (),
):
self.prev_node = prev_node
self.next_node = next_node
self._list_node = ListNode.insert_after(self, root)
self._global_list_node = None
if USE_GLOBAL_LIST:
self._global_list_node = _TimedListNode.insert_after(self, GLOBAL_ROOT)
self._global_list_node.update_last_access(clock)
# We store a weak reference to the cache object so that this _Node can
# remove itself from the cache. If the cache is dropped we ensure we
# remove our entries in the lists.
self._cache = cache
self.key = key
self.value = value
@ -116,11 +235,16 @@ class _Node:
self.memory = (
_get_size_of(key)
+ _get_size_of(value)
+ _get_size_of(self._list_node, recurse=False)
+ _get_size_of(self.callbacks, recurse=False)
+ _get_size_of(self, recurse=False)
)
self.memory += _get_size_of(self.memory, recurse=False)
if self._global_list_node:
self.memory += _get_size_of(self._global_list_node, recurse=False)
self.memory += _get_size_of(self._global_list_node.last_access_ts_secs)
def add_callbacks(self, callbacks: Collection[Callable[[], None]]) -> None:
"""Add to stored list of callbacks, removing duplicates."""
@ -147,6 +271,32 @@ class _Node:
self.callbacks = None
def drop_from_cache(self) -> None:
"""Drop this node from the cache.
Ensures that the entry gets removed from the cache and that we get
removed from all lists.
"""
cache = self._cache()
if not cache or not cache.pop(self.key, None):
# `cache.pop` should call `drop_from_lists()`, unless this Node had
# already been removed from the cache.
self.drop_from_lists()
def drop_from_lists(self) -> None:
"""Remove this node from the cache lists."""
self._list_node.remove_from_list()
if self._global_list_node:
self._global_list_node.remove_from_list()
def move_to_front(self, clock: Clock, cache_list_root: ListNode) -> None:
"""Moves this node to the front of all the lists its in."""
self._list_node.move_after(cache_list_root)
if self._global_list_node:
self._global_list_node.move_after(GLOBAL_ROOT)
self._global_list_node.update_last_access(clock)
class LruCache(Generic[KT, VT]):
"""
@ -163,6 +313,7 @@ class LruCache(Generic[KT, VT]):
size_callback: Optional[Callable] = None,
metrics_collection_callback: Optional[Callable[[], None]] = None,
apply_cache_factor_from_config: bool = True,
clock: Optional[Clock] = None,
):
"""
Args:
@ -188,6 +339,13 @@ class LruCache(Generic[KT, VT]):
apply_cache_factor_from_config (bool): If true, `max_size` will be
multiplied by a cache factor derived from the homeserver config
"""
# Default `clock` to something sensible. Note that we rename it to
# `real_clock` so that mypy doesn't think its still `Optional`.
if clock is None:
real_clock = Clock(reactor)
else:
real_clock = clock
cache = cache_type()
self.cache = cache # Used for introspection.
self.apply_cache_factor_from_config = apply_cache_factor_from_config
@ -219,17 +377,31 @@ class LruCache(Generic[KT, VT]):
# this is exposed for access from outside this class
self.metrics = metrics
list_root = _Node(None, None, None, None)
list_root.next_node = list_root
list_root.prev_node = list_root
# We create a single weakref to self here so that we don't need to keep
# creating more each time we create a `_Node`.
weak_ref_to_self = weakref.ref(self)
list_root = ListNode[_Node].create_root_node()
lock = threading.Lock()
def evict():
while cache_len() > self.max_size:
# Get the last node in the list (i.e. the oldest node).
todelete = list_root.prev_node
evicted_len = delete_node(todelete)
cache.pop(todelete.key, None)
# The list root should always have a valid `prev_node` if the
# cache is not empty.
assert todelete is not None
# The node should always have a reference to a cache entry, as
# we only drop the cache entry when we remove the node from the
# list.
node = todelete.get_cache_entry()
assert node is not None
evicted_len = delete_node(node)
cache.pop(node.key, None)
if metrics:
metrics.inc_evictions(evicted_len)
@ -255,11 +427,7 @@ class LruCache(Generic[KT, VT]):
self.len = synchronized(cache_len)
def add_node(key, value, callbacks: Collection[Callable[[], None]] = ()):
prev_node = list_root
next_node = prev_node.next_node
node = _Node(prev_node, next_node, key, value, callbacks)
prev_node.next_node = node
next_node.prev_node = node
node = _Node(list_root, key, value, weak_ref_to_self, real_clock, callbacks)
cache[key] = node
if size_callback:
@ -268,23 +436,11 @@ class LruCache(Generic[KT, VT]):
if caches.TRACK_MEMORY_USAGE and metrics:
metrics.inc_memory_usage(node.memory)
def move_node_to_front(node):
prev_node = node.prev_node
next_node = node.next_node
prev_node.next_node = next_node
next_node.prev_node = prev_node
prev_node = list_root
next_node = prev_node.next_node
node.prev_node = prev_node
node.next_node = next_node
prev_node.next_node = node
next_node.prev_node = node
def move_node_to_front(node: _Node):
node.move_to_front(real_clock, list_root)
def delete_node(node):
prev_node = node.prev_node
next_node = node.next_node
prev_node.next_node = next_node
next_node.prev_node = prev_node
def delete_node(node: _Node) -> int:
node.drop_from_lists()
deleted_len = 1
if size_callback:
@ -411,10 +567,13 @@ class LruCache(Generic[KT, VT]):
@synchronized
def cache_clear() -> None:
list_root.next_node = list_root
list_root.prev_node = list_root
for node in cache.values():
node.run_and_clear_callbacks()
node.drop_from_lists()
assert list_root.next_node == list_root
assert list_root.prev_node == list_root
cache.clear()
if size_callback:
cached_cache_len[0] = 0
@ -484,3 +643,11 @@ class LruCache(Generic[KT, VT]):
self._on_resize()
return True
return False
def __del__(self) -> None:
# We're about to be deleted, so we make sure to clear up all the nodes
# and run callbacks, etc.
#
# This happens e.g. in the sync code where we have an expiring cache of
# lru caches.
self.clear()