首页 > 技术相关, 数据库 > Redis实现之虚拟存储系统(VM)实现(一)–Swap file数据结构

Redis实现之虚拟存储系统(VM)实现(一)–Swap file数据结构

2011年7月3日 发表评论 阅读评论

Redis的虚拟存储系统(VM subsystem)的目的是实现将Redis对象(Redis Objects)方便的在主存(Memory)和硬盘(Disk)之间交换。在Redis虚拟存储系统中,Redis仅仅会将和值(Values)关联的对象交换(swap)到硬盘上。

在Redis的顶层的Hash 表中,将一部分的Redis对象(键Key)映射到另一部分Redis对象(值Value)。从而实现可以只将value交换到硬盘,而key对象不交换到硬盘,这保证了Redis非常好的查找性能(一般查找都是通过Key实现)。Redis虚存系统设计目标就是保证有虚存的Redis系统和没有虚存的Redis系统性能相差不大。

当一个对象(包括Key 和 Value)被交换到硬盘,在Hash表中:

  • Key还在内存中,保存着一个代表着Kye的Redis对象。
  • Value被设成了NULL。

到这里,你也许会问,在哪里存储被交换出去的Value信息(这Value和某个Key关联着)。事实上,在Redis中,就在Key对象中。

下面是Redis对象robj的数据结构:

  /* The actual Redis Object */
typedef struct redisObject {
    void *ptr;
    unsigned char type;
    unsigned char encoding;
    unsigned char storage;  /* If this object is a key, where is the value?
                             * REDIS_VM_MEMORY, REDIS_VM_SWAPPED, ... */
    unsigned char vtype; /* If this object is a key, and value is swapped out,
                          * this is the type of the swapped out object. */
    int refcount;
    /* VM fields, this are only allocated if VM is active, otherwise the
     * object allocation function will just allocate
     * sizeof(redisObjct) minus sizeof(redisObjectVM), so using
     * Redis without VM active will not have any overhead. */
    struct redisObjectVM vm;
} robj;
 

正如你所看到的,这个数据结构中有一些域是和虚拟存储相关的。最重要的域是storage,其取值可能有如下几个:

  • REDIS_VM_MEMORY: 对应的Value就在内存中
  • REDIS_VM_SWAPPED: 对应的Value已被交换, 并且hash表中入口刚被设成了NULL.
  • REDIS_VM_LOADING: 对应的Value已被交换, hash表中入口是NULL, 并且对象正从硬盘Load到主存中(这个值仅仅在线程VM/ThreadedVM激活时有效,具体什么事threaded VM,详见我的下一篇博文).
  • REDIS_VM_SWAPPING: 对应的Value在主存中, hash表中入口是一个指向redis对象的指针, 但是系统存在一个把这些Value交换到硬盘的IO任务.

    假如一个对象被交换到硬盘(REDIS_VM_SWAPPED 或 REDIS_VM_LOADING),我们是如何知道其存储在硬盘上的位置以及类型呢,这是通过vtype域和vm域(一个redisObjectVM结构体)来实现的:在vtype中保存着交换出去的对象的类型信息,在vm域中存储着交换出去对象在硬盘中的位置。这是redisObjectVM结构体的定义:

      /* The VM object structure */
    struct redisObjectVM {
        off_t page;         /* the page at which the object is stored on disk */
        off_t usedpages;    /* number of pages used on disk */
        time_t atime;       /* Last access time */
    } vm;
     

    在这个结构体中,包括着对象在交换文件的起始页信息,占用的总页数,以及上一次访问时间(这对于交换算法很重要,因为我们希望交换出去的数据时最少访问的)。

    在这里,也许你会问一个问题,假如虚存被禁用了,那vm域所占用的空间岂不浪费了,而对redis这种内存数据库来说,存储可是宝贵的很,在Redis中,为了解决这个问题,在对象申请空间时做了如下处理:

      ... some code ...
            if (server.vm_enabled) {
                pthread_mutex_unlock(&server.obj_freelist_mutex);
                o = zmalloc(sizeof(*o));
            } else {
                o = zmalloc(sizeof(*o)-sizeof(struct redisObjectVM));
            }
    ... some code ...
     

    当虚存被禁用时,申请的空间大侠是sizeof(*o)-sizeof(struct redisObjectVM),这里不包括vm域的空间。通过将vm域放到最后,我们可以在禁用VM的Redis中不浪费空间,并且保证实现的可靠性。

    注:本文内容翻译自redis源码包doc目录中的相关文档。



    本文作者: Sigma    在新浪微博关注SigmaSigmaWeibo    RSS订阅本博客
    本文链接: http://www.sigma.me/2011/07/03/redis-vm-implement-swap-struct.html
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