diff options
| -rw-r--r-- | changelog.d/9881.feature | 1 | ||||
| -rw-r--r-- | mypy.ini | 3 | ||||
| -rw-r--r-- | synapse/app/generic_worker.py | 1 | ||||
| -rw-r--r-- | synapse/app/homeserver.py | 1 | ||||
| -rw-r--r-- | synapse/config/cache.py | 11 | ||||
| -rw-r--r-- | synapse/python_dependencies.py | 1 | ||||
| -rw-r--r-- | synapse/util/caches/__init__.py | 26 | ||||
| -rw-r--r-- | synapse/util/caches/lrucache.py | 49 |
8 files changed, 91 insertions, 2 deletions
diff --git a/changelog.d/9881.feature b/changelog.d/9881.feature new file mode 100644 index 0000000000..088a517e02 --- /dev/null +++ b/changelog.d/9881.feature @@ -0,0 +1 @@ +Add experimental option to track memory usage of the caches. diff --git a/mypy.ini b/mypy.ini index 32e6197409..c46d5bb722 100644 --- a/mypy.ini +++ b/mypy.ini @@ -172,3 +172,6 @@ ignore_missing_imports = True [mypy-txacme.*] ignore_missing_imports = True + +[mypy-pympler.*] +ignore_missing_imports = True diff --git a/synapse/app/generic_worker.py b/synapse/app/generic_worker.py index 1a15ceee81..f3ae7ac69a 100644 --- a/synapse/app/generic_worker.py +++ b/synapse/app/generic_worker.py @@ -454,6 +454,7 @@ def start(config_options): config.server.update_user_directory = False synapse.events.USE_FROZEN_DICTS = config.use_frozen_dicts + synapse.util.caches.lrucache.TRACK_MEMORY_USAGE = config.caches.track_memory_usage hs = GenericWorkerServer( config.server_name, diff --git a/synapse/app/homeserver.py b/synapse/app/homeserver.py index 8e78134bbe..5bd439a3ba 100644 --- a/synapse/app/homeserver.py +++ b/synapse/app/homeserver.py @@ -341,6 +341,7 @@ def setup(config_options): sys.exit(0) events.USE_FROZEN_DICTS = config.use_frozen_dicts + synapse.util.caches.lrucache.TRACK_MEMORY_USAGE = config.caches.track_memory_usage hs = SynapseHomeServer( config.server_name, diff --git a/synapse/config/cache.py b/synapse/config/cache.py index 41b9b3f51f..91165ee1ce 100644 --- a/synapse/config/cache.py +++ b/synapse/config/cache.py @@ -17,6 +17,8 @@ import re import threading from typing import Callable, Dict +from synapse.python_dependencies import DependencyException, check_requirements + from ._base import Config, ConfigError # The prefix for all cache factor-related environment variables @@ -189,6 +191,15 @@ class CacheConfig(Config): ) self.cache_factors[cache] = factor + self.track_memory_usage = cache_config.get("track_memory_usage", False) + if self.track_memory_usage: + try: + check_requirements("cache_memory") + except DependencyException as e: + raise ConfigError( + e.message # noqa: B306, DependencyException.message is a property + ) + # Resize all caches (if necessary) with the new factors we've loaded self.resize_all_caches() diff --git a/synapse/python_dependencies.py b/synapse/python_dependencies.py index 2a1c925ee8..d709033c27 100644 --- a/synapse/python_dependencies.py +++ b/synapse/python_dependencies.py @@ -121,6 +121,7 @@ CONDITIONAL_REQUIREMENTS = { # hiredis is not a *strict* dependency, but it makes things much faster. # (if it is not installed, we fall back to slow code.) "redis": ["txredisapi>=1.4.7", "hiredis"], + "cache_memory": ["pympler"], } ALL_OPTIONAL_REQUIREMENTS = set() # type: Set[str] diff --git a/synapse/util/caches/__init__.py b/synapse/util/caches/__init__.py index 46af7fa473..fc97d956e9 100644 --- a/synapse/util/caches/__init__.py +++ b/synapse/util/caches/__init__.py @@ -24,6 +24,11 @@ from synapse.config.cache import add_resizable_cache logger = logging.getLogger(__name__) + +# Whether to track estimated memory usage of the LruCaches. +TRACK_MEMORY_USAGE = False + + caches_by_name = {} # type: Dict[str, Sized] collectors_by_name = {} # type: Dict[str, CacheMetric] @@ -32,6 +37,11 @@ cache_hits = Gauge("synapse_util_caches_cache:hits", "", ["name"]) cache_evicted = Gauge("synapse_util_caches_cache:evicted_size", "", ["name"]) cache_total = Gauge("synapse_util_caches_cache:total", "", ["name"]) cache_max_size = Gauge("synapse_util_caches_cache_max_size", "", ["name"]) +cache_memory_usage = Gauge( + "synapse_util_caches_cache_memory_usage", + "Estimated size in bytes of the caches", + ["name"], +) response_cache_size = Gauge("synapse_util_caches_response_cache:size", "", ["name"]) response_cache_hits = Gauge("synapse_util_caches_response_cache:hits", "", ["name"]) @@ -52,6 +62,7 @@ class CacheMetric: hits = attr.ib(default=0) misses = attr.ib(default=0) evicted_size = attr.ib(default=0) + memory_usage = attr.ib(default=None) def inc_hits(self): self.hits += 1 @@ -62,6 +73,19 @@ class CacheMetric: def inc_evictions(self, size=1): self.evicted_size += size + def inc_memory_usage(self, memory: int): + if self.memory_usage is None: + self.memory_usage = 0 + + self.memory_usage += memory + + def dec_memory_usage(self, memory: int): + self.memory_usage -= memory + + def clear_memory_usage(self): + if self.memory_usage is not None: + self.memory_usage = 0 + def describe(self): return [] @@ -81,6 +105,8 @@ class CacheMetric: cache_total.labels(self._cache_name).set(self.hits + self.misses) if getattr(self._cache, "max_size", None): cache_max_size.labels(self._cache_name).set(self._cache.max_size) + if self.memory_usage is not None: + cache_memory_usage.labels(self._cache_name).set(self.memory_usage) if self._collect_callback: self._collect_callback() except Exception as e: diff --git a/synapse/util/caches/lrucache.py b/synapse/util/caches/lrucache.py index a0e87a2a79..0f0a74baca 100644 --- a/synapse/util/caches/lrucache.py +++ b/synapse/util/caches/lrucache.py @@ -32,9 +32,35 @@ from typing import ( from typing_extensions import Literal from synapse.config import cache as cache_config -from synapse.util.caches import CacheMetric, register_cache +from synapse.util.caches import TRACK_MEMORY_USAGE, CacheMetric, register_cache from synapse.util.caches.treecache import TreeCache +try: + from pympler.asizeof import Asizer + + def _get_size_of(val: Any, *, recurse=True) -> int: + """Get an estimate of the size in bytes of the object. + + Args: + val: The object to size. + recurse: If true will include referenced values in the size, + otherwise only sizes the given object. + """ + # Ignore singleton values when calculating memory usage. + if val in ((), None, ""): + return 0 + + sizer = Asizer() + sizer.exclude_refs((), None, "") + return sizer.asizeof(val, limit=100 if recurse else 0) + + +except ImportError: + + def _get_size_of(val: Any, *, recurse=True) -> int: + return 0 + + # Function type: the type used for invalidation callbacks FT = TypeVar("FT", bound=Callable[..., Any]) @@ -56,7 +82,7 @@ def enumerate_leaves(node, depth): class _Node: - __slots__ = ["prev_node", "next_node", "key", "value", "callbacks"] + __slots__ = ["prev_node", "next_node", "key", "value", "callbacks", "memory"] def __init__( self, @@ -70,6 +96,7 @@ class _Node: self.next_node = next_node self.key = key self.value = value + self.memory = 0 # Set of callbacks to run when the node gets deleted. We store as a list # rather than a set to keep memory usage down (and since we expect few @@ -82,6 +109,15 @@ class _Node: self.add_callbacks(callbacks) + if TRACK_MEMORY_USAGE: + self.memory = ( + _get_size_of(key) + + _get_size_of(value) + + _get_size_of(self.callbacks, recurse=False) + + _get_size_of(self, recurse=False) + ) + self.memory += _get_size_of(self.memory, recurse=False) + def add_callbacks(self, callbacks: Collection[Callable[[], None]]) -> None: """Add to stored list of callbacks, removing duplicates.""" @@ -231,6 +267,9 @@ class LruCache(Generic[KT, VT]): if size_callback: cached_cache_len[0] += size_callback(node.value) + if 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 @@ -256,6 +295,9 @@ class LruCache(Generic[KT, VT]): node.run_and_clear_callbacks() + if TRACK_MEMORY_USAGE and metrics: + metrics.dec_memory_usage(node.memory) + return deleted_len @overload @@ -371,6 +413,9 @@ class LruCache(Generic[KT, VT]): if size_callback: cached_cache_len[0] = 0 + if TRACK_MEMORY_USAGE and metrics: + metrics.clear_memory_usage() + @synchronized def cache_contains(key: KT) -> bool: return key in cache |