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雨化田 authored 2021-06-10 17:43 . add example-run shell

g2cache

g2cache

介绍

分布式多级缓存方案g2cache

软件架构

软件架构说明
主要内容:

模块 功能 特点 注意
local interface 本机内存高速缓存 纳秒,毫秒级别响应速度;有效期较短 实现LocalCache接口,注意控制内存
out interface 外部高速缓存,如Redis 较快的访问速度,容量很足 实现OutCache接口
LoadDataSourceFunc 外部数据源 外部加载函数,灵活,并发保护 需要自行处理panic
PubSub 外部缓存发布订阅 外部缓存可以自选实现 未实现就不支持分布式

local 本地内存高速缓存接口

// Local memory cache,Local memory cache with high access speed
type LocalCache interface {
	Get(key string, obj interface{}) (*Entry, bool, error) // obj represents the internal structure of the real object
	Set(key string, e *Entry) error                        // local storage should set Entry.Obsolete
	Del(key string) error
	ThreadSafe() // Need to ensure thread safety
	Close()
}

out 外部缓存接口,值得一提的是外部缓存需要实现发布订阅接口,这是因为g2cache支持分布式多级缓存

// External cache has faster access speed, such as Redis
type OutCache interface {
	Get(key string, obj interface{}) (*Entry, bool, error) // obj represents the internal structure of the real object
	Set(key string, e *Entry) error                        // out storage should set Entry.Expiration
	Subscribe(data chan *ChannelMeta) error
	Publish(gid ,key string, action int8, data *Entry) error
	Del(key string) error
	ThreadSafe() // Need to ensure thread safety
	Close()
}

外部缓存发布订阅

// only out storage pub sub
type PubSub interface {
	Subscribe(data chan *ChannelMeta) error
	Publish(gid, key string, action int8, data *Entry) error
}

LoadDataSourceFunc 原始数据加载函数,请自行处理panic并以error形式返回
加载函数支持返回string,map,slice,struct,ptr类型

// Shouldn't throw a panic, please return an error
type LoadDataSourceFunc func() (interface{}, error)

缓存效果-初始

[G2CACHE] 2021/04/21 11:46:21 [debug] key:[[g2cache-key:61               ]] => [ hit data source ]
[G2CACHE] 2021/04/21 11:46:21 [debug] key:[[g2cache-key:222               ]] => [ hit data source ]
[G2CACHE] 2021/04/21 11:46:21 [debug] key:[[g2cache-key:61                ]] => [ hit local storage ]
[G2CACHE] 2021/04/21 11:46:21 [debug] key:[[g2cache-key:183                ]] => [ hit data source ]
[G2CACHE] 2021/04/21 11:46:22 [debug] key:[[g2cache-key:83                ]] => [ hit data source ]
[G2CACHE] 2021/04/21 11:46:22 [debug] key:[[g2cache-key:18                ]] => [ hit data source ]
[G2CACHE] 2021/04/21 11:46:22 [debug] key:[[g2cache-key:103               ]] => [ hit local storage ]
[G2CACHE] 2021/04/21 11:46:22 [debug] key:[[g2cache-key:90                ]] => [ hit data source ]
[G2CACHE] 2021/04/21 11:46:22 [debug] key:[[g2cache-key:170               ]] => [ hit data source ]
[G2CACHE] 2021/04/21 11:46:22 [debug] key:[[g2cache-key:101               ]] => [ hit data source ]
[G2CACHE] 2021/04/21 11:46:22 [debug] key:[[g2cache-key:165               ]] => [ hit data source ]
[G2CACHE] 2021/04/21 11:46:23 [debug] statistics [local] hit percentage [[5.8824]]
[G2CACHE] 2021/04/21 11:46:23 [debug] statistics [out] hit percentage [[1.9608]]
[G2CACHE] 2021/04/21 11:46:23 [debug] statistics [data source] hit percentage [[90.1961]]

缓存效果-N分钟后

[G2CACHE] 2021/04/21 12:26:53 [debug] key:[[g2cache-key:106               ]] => [ hit out storage ]
[G2CACHE] 2021/04/21 12:26:53 [debug] key:[[g2cache-key:136               ]] => [ hit data source ]
[G2CACHE] 2021/04/21 12:26:53 [debug] key:[[g2cache-key:100               ]] => [ hit local storage ]
[G2CACHE] 2021/04/21 12:26:53 [debug] key:[[g2cache-key:219               ]] => [ hit data source ]
[G2CACHE] 2021/04/21 12:26:53 [debug] key:[[g2cache-key:13                ]] => [ hit local storage ]
[G2CACHE] 2021/04/21 12:26:53 [debug] key:[[g2cache-key:200               ]] => [ hit local storage ]
[G2CACHE] 2021/04/21 12:26:53 [debug] key:[[g2cache-key:172               ]] => [ hit data source ]
[G2CACHE] 2021/04/21 12:26:53 [debug] statistics [local] hit percentage [[45.3865]]
[G2CACHE] 2021/04/21 12:26:53 [debug] statistics [out] hit percentage [[6.7332]]
[G2CACHE] 2021/04/21 12:26:53 [debug] statistics [data source] hit percentage [[48.1297]]

缓存效果-N+M分钟后

[G2CACHE] 2021/04/21 13:18:53 [debug] key:[[g2cache-key:2                 ]] => [ hit local storage ]
[G2CACHE] 2021/04/21 13:18:53 [debug] key:[[g2cache-key:2                 ]] => [ hit out storage ]
[G2CACHE] 2021/04/21 13:18:53 [debug] key:[[g2cache-key:113               ]] => [ hit local storage ]
[G2CACHE] 2021/04/21 13:18:53 [debug] key:[[g2cache-key:113               ]] => [ hit out storage ]
[G2CACHE] 2021/04/21 13:18:53 [debug] key:[[g2cache-key:43                ]] => [ hit local storage ]
[G2CACHE] 2021/04/21 13:18:53 [debug] key:[[g2cache-key:43                ]] => [ hit out storage ]
[G2CACHE] 2021/04/21 13:18:53 [debug] statistics [local] hit percentage [[82.3877]]
[G2CACHE] 2021/04/21 13:18:53 [debug] statistics [out] hit percentage [[16.2689]]
[G2CACHE] 2021/04/21 13:18:53 [debug] statistics [data source] hit percentage [[1.3641]]

Usage

go get -u gitee.com/kelvins-io/g2cache@v4.0.3

模拟测试

修改example/main.go中Redis的配置
sh example-run.sh

分支说明

  1. copyobj分支支持返回特定object,为不稳定版本
  2. dev分支Get返回object序列化值,过渡版
  3. master分支只提供sync.Map的local实现,早期版
  4. release分支提供发布版,与copyobj有较大变化

参与贡献

  1. Fork 本仓库
  2. 新建 Feat_xxx 分支
  3. 提交代码
  4. 新建 Pull Request

合作交流

QQ群:
g2cache

邮箱: 1225807605@qq.com

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