Awesome Go

GCache

CategoryDatabase
SubcategoryCaches
Stars0

Cache library with support for expirable Cache, LFU, LRU and ARC

About GCache

GCache

Test GoDoc

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)

  • Automatically load cache if it doesn't exists. (Optional)

Install

$ go get github.com/bluele/gcache

Example

Manually set a key-value pair.

package 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.

package 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

package 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

package 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.

func main() {
  // size: 10
  gc := gcache.New(10).
    LFU().
    Build()
  gc.Set("key", "value")
}
  • Least Recently Used (LRU)

Discards the least recently used items first.

func 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

func 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.

func 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.

func 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

func 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.

func 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.

func 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

Frequently Asked Questions

What is GCache?

GCache is a Database library for the Go programming language. Cache library with support for expirable Cache, LFU, LRU and ARC

How do I install GCache?

Install GCache with the Go module system using `go get bluele/gcache`. Check the repository for the current installation instructions.

What category does GCache belong to?

GCache is listed under Database, specifically Caches.

← Back to Caches