druid/docs/content/configuration/caching.md

layout
doc_page

Caching

Caching can optionally be enabled on the broker, historical, and realtime processing. See broker, historical, and realtime
configuration options for how to enable it for different processes.

Druid uses a local in-memory cache by default, unless a diffrent type of cache is specified. Use the druid.cache.type configuration to set a different kind of cache.

Cache configuration

Cache settings are set globally, so the same configuration can be re-used for both broker and historical nodes, when defined in the common properties file.

Property	Possible Values	Description	Default
druid.cache.type	local, memcached, hybrid	The type of cache to use for queries. See below of the configuration options for each cache type	local

Local Cache

DEPRECATED: Use caffeine instead

The local cache is deprecated in favor of the Caffeine cache, and may be removed in a future version of Druid. The Caffeine cache affords significantly better performance and control over eviction behavior compared to local cache, and is recommended in any situation where you are using JRE 8u60 or higher.

A simple in-memory LRU cache. Local cache resides in JVM heap memory, so if you enable it, make sure you increase heap size accordingly.

Property	Description	Default
druid.cache.sizeInBytes	Maximum cache size in bytes. Zero disables caching.	0
druid.cache.initialSize	Initial size of the hashtable backing the cache.	500000
druid.cache.logEvictionCount	If non-zero, log cache eviction every logEvictionCount items.	0

Caffeine Cache

A highly performant local cache implementation for Druid based on Caffeine. Requires a JRE8u60 or higher if using COMMON_FJP.

Configuration

Below are the configuration options known to this module:

runtime.properties	Description	Default
druid.cache.type	Set this to caffeine	local
druid.cache.sizeInBytes	The maximum size of the cache in bytes on heap.	None (unlimited)
druid.cache.expireAfter	The time (in ms) after an access for which a cache entry may be expired	None (no time limit)
druid.cache.cacheExecutorFactory	The executor factory to use for Caffeine maintenance. One of COMMON_FJP, SINGLE_THREAD, or SAME_THREAD	ForkJoinPool common pool (COMMON_FJP)
druid.cache.evictOnClose	If a close of a namespace (ex: removing a segment from a node) should cause an eager eviction of associated cache values	false

druid.cache.cacheExecutorFactory

Here are the possible values for druid.cache.cacheExecutorFactory, which controls how maintenance tasks are run

• COMMON_FJP (default) use the common ForkJoinPool. Should use with JRE 8u60 or higher. Older versions of the JRE may have worse performance than newer JRE versions.
• SINGLE_THREAD Use a single-threaded executor.
• SAME_THREAD Cache maintenance is done eagerly.

Metrics

In addition to the normal cache metrics, the caffeine cache implementation also reports the following in both total and delta

Metric	Description	Normal value
query/cache/caffeine/*/requests	Count of hits or misses	hit + miss
query/cache/caffeine/*/loadTime	Length of time caffeine spends loading new values (unused feature)	0
query/cache/caffeine/*/evictionBytes	Size in bytes that have been evicted from the cache	Varies, should tune cache sizeInBytes so that sizeInBytes/evictionBytes is approximately the rate of cache churn you desire

Memcached

Uses memcached as cache backend. This allows all nodes to share the same cache.

Property	Description	Default
druid.cache.expiration	Memcached expiration time.	2592000 (30 days)
druid.cache.timeout	Maximum time in milliseconds to wait for a response from Memcached.	500
druid.cache.hosts	Comma separated list of Memcached hosts <host:port>.	none
druid.cache.maxObjectSize	Maximum object size in bytes for a Memcached object.	52428800 (50 MB)
druid.cache.memcachedPrefix	Key prefix for all keys in Memcached.	druid
druid.cache.numConnections	Number of memcached connections to use.	1

Hybrid

Uses a combination of any two caches as a two-level L1 / L2 cache. This may be used to combine a local in-memory cache with a remote memcached cache.

Cache requests will first check L1 cache before checking L2. If there is an L1 miss and L2 hit, it will also populate L1.

Property	Description	Default
druid.cache.l1.type	type of cache to use for L1 cache. See druid.cache.type configuration for valid types.	local
druid.cache.l2.type	type of cache to use for L2 cache. See druid.cache.type configuration for valid types.	local
druid.cache.l1.*	Any property valid for the given type of L1 cache can be set using this prefix. For instance, if you are using a local L1 cache, specify druid.cache.l1.sizeInBytes to set its size.	defaults are the same as for the given cache type.
druid.cache.l2.*	Prefix for L2 cache settings, see description for L1.	defaults are the same as for the given cache type.
druid.cache.useL2	A boolean indicating whether to query L2 cache, if it's a miss in L1. It makes sense to configure this to false on historical nodes, if L2 is a remote cache like memcached, and this cache also used on brokers, because in this case if a query reached historical it means that a broker didn't find corresponding results in the same remote cache, so a query to the remote cache from historical is guaranteed to be a miss.	true
druid.cache.populateL2	A boolean indicating whether to put results into L2 cache.	true