A golang LRU Cache for high concurrency
Go Makefile
Latest commit 12c7ffd Dec 22, 2016 @karlseguin committed on GitHub Merge pull request #9 from spicydog/patch-1
Fix an error in example "itemsToPrune"

readme.md

CCache

CCache is an LRU Cache, written in Go, focused on supporting high concurrency.

Lock contention on the list is reduced by:

  • Introducing a window which limits the frequency that an item can get promoted
  • Using a buffered channel to queue promotions for a single worker
  • Garbage collecting within the same thread as the worker

Setup

First, download the project:

go get github.com/karlseguin/ccache

Configuration

Next, import and create a Cache instance:

import (
  "github.com/karlseguin/ccache"
)

var cache = ccache.New(ccache.Configure())

Configure exposes a chainable API:

var cache = ccache.New(ccache.Configure().MaxSize(1000).ItemsToPrune(100))

The most likely configuration options to tweak are:

  • MaxSize(int) - the maximum number size to store in the cache (default: 5000)
  • GetsPerPromote(int) - the number of times an item is fetched before we promote it. For large caches with long TTLs, it normally isn't necessary to promote an item after every fetch (default: 3)
  • ItemsToPrune(int) - the number of items to prune when we hit MaxSize. Freeing up more than 1 slot at a time improved performance (default: 500)

Configurations that change the internals of the cache, which aren't as likely to need tweaking:

  • Buckets - ccache shards its internal map to provide a greater amount of concurrency. Must be a power of 2 (default: 16).
  • PromoteBuffer(int) - the size of the buffer to use to queue promotions (default: 1024)
  • DeleteBuffer(int) the size of the buffer to use to queue deletions (default: 1024)

Usage

Once the cache is setup, you can Get, Set and Delete items from it. A Get returns an *Item:

Get

item := cache.Get("user:4")
if item == nil {
  //handle
} else {
  user := item.Value().(*User)
}

The returned *Item exposes a number of methods:

  • Value() interface{} - the value cached
  • Expired() bool - whether the item is expired or not
  • TTL() time.Duration - the duration before the item expires (will be a negative value for expired items)
  • Expires() time.Time - the time the item will expire

By returning expired items, CCache lets you decide if you want to serve stale content or not. For example, you might decide to serve up slightly stale content (< 30 seconds old) while re-fetching newer data in the background. You might also decide to serve up infinitely stale content if you're unable to get new data from your source.

Set

Set expects the key, value and ttl:

cache.Set("user:4", user, time.Minute * 10)

Fetch

There's also a Fetch which mixes a Get and a Set:

item, err := cache.Fetch("user:4", time.Minute * 10, func() (interface{}, error) {
  //code to fetch the data incase of a miss
  //should return the data to cache and the error, if any
})

Delete

Delete expects the key to delete. It's ok to call Delete on a non-existant key:

cache.Delete("user:4")

Extend

The life of an item can be changed via the Extend method. This will change the expiry of the item by the specified duration relative to the current time.

Replace

The value of an item can be updated to a new value without renewing the item's TTL or it's position in the LRU:

cache.Replace("user:4", user)

Replace returns true if the item existed (and thus was replaced). In the case where the key was not in the cache, the value is not inserted and false is returned.

Stop

The cache's background worker can be stopped by calling Stop. Once Stop is called the cache should not be used (calls are likely to panic). Stop must be called in order to allow the garbage collector to reap the cache.

Tracking

CCache supports a special tracking mode which is meant to be used in conjunction with other pieces of your code that maintains a long-lived reference to data.

When you configure your cache with Track():

cache = ccache.New(ccache.Configure().Track())

The items retrieved via TrackingGet will not be eligible for purge until Release is called on them:

item := cache.TrackingGet("user:4")
user := item.Value()   //will be nil if "user:4" didn't exist in the cache
item.Release()  //can be called even if item.Value() returned nil

In practive, Release wouldn't be called until later, at some other place in your code.

There's a couple reason to use the tracking mode if other parts of your code also hold references to objects. First, if you're already going to hold a reference to these objects, there's really no reason not to have them in the cache - the memory is used up anyways.

More important, it helps ensure that you're code returns consistent data. With tracking, "user:4" might be purged, and a subsequent Fetch would reload the data. This can result in different versions of "user:4" being returned by different parts of your system.

LayeredCache

CCache's LayeredCache stores and retrieves values by both a primary and secondary key. Deletion can happen against either the primary and secondary key, or the primary key only (removing all values that share the same primary key).

LayeredCache is useful for HTTP caching, when you want to purge all variations of a request.

LayeredCache takes the same configuration object as the main cache, exposes the same optional tracking capabilities, but exposes a slightly different API:

cache := ccache.Layered(ccache.Configure())

cache.Set("/users/goku", "type:json", "{value_to_cache}", time.Minute * 5)
cache.Set("/users/goku", "type:xml", "<value_to_cache>", time.Minute * 5)

json := cache.Get("/users/goku", "type:json")
xml := cache.Get("/users/goku", "type:xml")

cache.Delete("/users/goku", "type:json")
cache.Delete("/users/goku", "type:xml")
// OR
cache.DeleteAll("/users/goku")

SecondaryCache

In some cases, when using a LayeredCache, it may be desirable to always be acting on the secondary portion of the cache entry. This could be the case where the primary key is used as a key elsewhere in your code. The SecondaryCache is retrieved with:

cache := ccache.Layered(ccache.Configure())
sCache := cache.GetOrCreateSecondaryCache("/users/goku")
sCache.Set("type:json", "{value_to_cache}", time.Minute * 5)

The semantics for interacting with the SecondaryCache are exactly the same as for a regular Cache. However, one difference is that Get will not return nil, but will return an empty 'cache' for a non-existent primary key.

Size

By default, items added to a cache have a size of 1. This means that if you configure MaxSize(10000), you'll be able to store 10000 items in the cache.

However, if the values you set into the cache have a method Size() int64, this size will be used. Note that ccache has an overhead of ~350 bytes per entry, which isn't taken into account. In other words, given a filled up cache, with MaxSize(4096000) and items that return a Size() int64 of 2048, we can expect to find 2000 items (4096000/2048) taking a total space of 4796000 bytes.

Want Something Simpler?

For a simpler cache, checkout out rcache