Reduce memory footprint of caches (#9886)
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Reduce memory usage of the LRU caches.
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@ -17,8 +17,10 @@ from functools import wraps
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from typing import (
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Any,
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Callable,
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Collection,
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Generic,
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Iterable,
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List,
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Optional,
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Type,
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TypeVar,
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@ -57,13 +59,56 @@ class _Node:
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__slots__ = ["prev_node", "next_node", "key", "value", "callbacks"]
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def __init__(
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self, prev_node, next_node, key, value, callbacks: Optional[set] = None
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self,
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prev_node,
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next_node,
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key,
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value,
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callbacks: Collection[Callable[[], None]] = (),
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):
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self.prev_node = prev_node
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self.next_node = next_node
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self.key = key
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self.value = value
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self.callbacks = callbacks or set()
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# Set of callbacks to run when the node gets deleted. We store as a list
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# rather than a set to keep memory usage down (and since we expect few
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# entries per node, the performance of checking for duplication in a
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# list vs using a set is negligible).
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#
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# Note that we store this as an optional list to keep the memory
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# footprint down. Storing `None` is free as its a singleton, while empty
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# lists are 56 bytes (and empty sets are 216 bytes, if we did the naive
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# thing and used sets).
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self.callbacks = None # type: Optional[List[Callable[[], None]]]
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self.add_callbacks(callbacks)
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def add_callbacks(self, callbacks: Collection[Callable[[], None]]) -> None:
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"""Add to stored list of callbacks, removing duplicates."""
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if not callbacks:
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return
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if not self.callbacks:
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self.callbacks = []
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for callback in callbacks:
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if callback not in self.callbacks:
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self.callbacks.append(callback)
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def run_and_clear_callbacks(self) -> None:
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"""Run all callbacks and clear the stored list of callbacks. Used when
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the node is being deleted.
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"""
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if not self.callbacks:
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return
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for callback in self.callbacks:
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callback()
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self.callbacks = None
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class LruCache(Generic[KT, VT]):
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@ -177,10 +222,10 @@ class LruCache(Generic[KT, VT]):
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self.len = synchronized(cache_len)
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def add_node(key, value, callbacks: Optional[set] = None):
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def add_node(key, value, callbacks: Collection[Callable[[], None]] = ()):
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prev_node = list_root
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next_node = prev_node.next_node
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node = _Node(prev_node, next_node, key, value, callbacks or set())
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node = _Node(prev_node, next_node, key, value, callbacks)
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prev_node.next_node = node
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next_node.prev_node = node
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cache[key] = node
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@ -211,16 +256,15 @@ class LruCache(Generic[KT, VT]):
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deleted_len = size_callback(node.value)
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cached_cache_len[0] -= deleted_len
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for cb in node.callbacks:
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cb()
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node.callbacks.clear()
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node.run_and_clear_callbacks()
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return deleted_len
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@overload
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def cache_get(
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key: KT,
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default: Literal[None] = None,
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callbacks: Iterable[Callable[[], None]] = ...,
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callbacks: Collection[Callable[[], None]] = ...,
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update_metrics: bool = ...,
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) -> Optional[VT]:
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...
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@ -229,7 +273,7 @@ class LruCache(Generic[KT, VT]):
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def cache_get(
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key: KT,
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default: T,
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callbacks: Iterable[Callable[[], None]] = ...,
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callbacks: Collection[Callable[[], None]] = ...,
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update_metrics: bool = ...,
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) -> Union[T, VT]:
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...
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@ -238,13 +282,13 @@ class LruCache(Generic[KT, VT]):
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def cache_get(
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key: KT,
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default: Optional[T] = None,
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callbacks: Iterable[Callable[[], None]] = (),
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callbacks: Collection[Callable[[], None]] = (),
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update_metrics: bool = True,
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):
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node = cache.get(key, None)
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if node is not None:
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move_node_to_front(node)
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node.callbacks.update(callbacks)
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node.add_callbacks(callbacks)
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if update_metrics and metrics:
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metrics.inc_hits()
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return node.value
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@ -260,10 +304,8 @@ class LruCache(Generic[KT, VT]):
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# We sometimes store large objects, e.g. dicts, which cause
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# the inequality check to take a long time. So let's only do
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# the check if we have some callbacks to call.
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if node.callbacks and value != node.value:
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for cb in node.callbacks:
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cb()
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node.callbacks.clear()
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if value != node.value:
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node.run_and_clear_callbacks()
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# We don't bother to protect this by value != node.value as
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# generally size_callback will be cheap compared with equality
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@ -273,7 +315,7 @@ class LruCache(Generic[KT, VT]):
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cached_cache_len[0] -= size_callback(node.value)
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cached_cache_len[0] += size_callback(value)
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node.callbacks.update(callbacks)
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node.add_callbacks(callbacks)
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move_node_to_front(node)
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node.value = value
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@ -326,8 +368,7 @@ class LruCache(Generic[KT, VT]):
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list_root.next_node = list_root
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list_root.prev_node = list_root
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for node in cache.values():
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for cb in node.callbacks:
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cb()
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node.run_and_clear_callbacks()
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cache.clear()
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if size_callback:
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cached_cache_len[0] = 0
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