Gcache
An in-memory cache library for golang. It supports multiple eviction policies: LRU, LFU, ARC
Cache library for golang. It supports expirable Cache, LFU, LRU and ARC. The project is written primarily in Go, distributed under the MIT License license, first published in 2015. It has gained significant community traction with 2,731 stars and 279 forks on GitHub. Key topics include: arc, cache, go, golang, in-memory.
GCache
Cache library for golang. It supports expirable Cache, LFU, LRU and ARC.
Features
-
Supports expirable Cache, LFU, LRU and ARC.
-
Goroutine safe.
-
Supports event handlers which evict, purge, and add entry. (Optional)
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Automatically load cache if it doesn't exists. (Optional)
Install
$ go get github.com/bluele/gcache
Example
Manually set a key-value pair.
gopackage main import ( "github.com/bluele/gcache" "fmt" ) func main() { gc := gcache.New(20). LRU(). Build() gc.Set("key", "ok") value, err := gc.Get("key") if err != nil { panic(err) } fmt.Println("Get:", value) }
Get: ok
Manually set a key-value pair, with an expiration time.
gopackage main import ( "github.com/bluele/gcache" "fmt" "time" ) func main() { gc := gcache.New(20). LRU(). Build() gc.SetWithExpire("key", "ok", time.Second*10) value, _ := gc.Get("key") fmt.Println("Get:", value) // Wait for value to expire time.Sleep(time.Second*10) value, err := gc.Get("key") if err != nil { panic(err) } fmt.Println("Get:", value) }
Get: ok
// 10 seconds later, new attempt:
panic: ErrKeyNotFound
Automatically load value
gopackage main import ( "github.com/bluele/gcache" "fmt" ) func main() { gc := gcache.New(20). LRU(). LoaderFunc(func(key interface{}) (interface{}, error) { return "ok", nil }). Build() value, err := gc.Get("key") if err != nil { panic(err) } fmt.Println("Get:", value) }
Get: ok
Automatically load value with expiration
gopackage main import ( "fmt" "time" "github.com/bluele/gcache" ) func main() { var evictCounter, loaderCounter, purgeCounter int gc := gcache.New(20). LRU(). LoaderExpireFunc(func(key interface{}) (interface{}, *time.Duration, error) { loaderCounter++ expire := 1 * time.Second return "ok", &expire, nil }). EvictedFunc(func(key, value interface{}) { evictCounter++ fmt.Println("evicted key:", key) }). PurgeVisitorFunc(func(key, value interface{}) { purgeCounter++ fmt.Println("purged key:", key) }). Build() value, err := gc.Get("key") if err != nil { panic(err) } fmt.Println("Get:", value) time.Sleep(1 * time.Second) value, err = gc.Get("key") if err != nil { panic(err) } fmt.Println("Get:", value) gc.Purge() if loaderCounter != evictCounter+purgeCounter { panic("bad") } }
Get: ok
evicted key: key
Get: ok
purged key: key
Cache Algorithm
- Least-Frequently Used (LFU)
Discards the least frequently used items first.
gofunc main() { // size: 10 gc := gcache.New(10). LFU(). Build() gc.Set("key", "value") }
- Least Recently Used (LRU)
Discards the least recently used items first.
gofunc main() { // size: 10 gc := gcache.New(10). LRU(). Build() gc.Set("key", "value") }
- Adaptive Replacement Cache (ARC)
Constantly balances between LRU and LFU, to improve the combined result.
detail: http://en.wikipedia.org/wiki/Adaptive_replacement_cache
gofunc main() { // size: 10 gc := gcache.New(10). ARC(). Build() gc.Set("key", "value") }
- SimpleCache (Default)
SimpleCache has no clear priority for evict cache. It depends on key-value map order.
gofunc main() { // size: 10 gc := gcache.New(10).Build() gc.Set("key", "value") v, err := gc.Get("key") if err != nil { panic(err) } }
Loading Cache
If specified LoaderFunc, values are automatically loaded by the cache, and are stored in the cache until either evicted or manually invalidated.
gofunc main() { gc := gcache.New(10). LRU(). LoaderFunc(func(key interface{}) (interface{}, error) { return "value", nil }). Build() v, _ := gc.Get("key") // output: "value" fmt.Println(v) }
GCache coordinates cache fills such that only one load in one process of an entire replicated set of processes populates the cache, then multiplexes the loaded value to all callers.
Expirable cache
gofunc main() { // LRU cache, size: 10, expiration: after a hour gc := gcache.New(10). LRU(). Expiration(time.Hour). Build() }
Event handlers
Evicted handler
Event handler for evict the entry.
gofunc main() { gc := gcache.New(2). EvictedFunc(func(key, value interface{}) { fmt.Println("evicted key:", key) }). Build() for i := 0; i < 3; i++ { gc.Set(i, i*i) } }
evicted key: 0
Added handler
Event handler for add the entry.
gofunc main() { gc := gcache.New(2). AddedFunc(func(key, value interface{}) { fmt.Println("added key:", key) }). Build() for i := 0; i < 3; i++ { gc.Set(i, i*i) } }
added key: 0
added key: 1
added key: 2
Author
Jun Kimura
Contributors
Showing top 8 contributors by commit count.
