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Redis数据持久化机制AOF原理分析二
Redis数据持久化机制AOF原理分析二
目录(?)[+]
本文所引用的源码全部来自Redis2.8.2版本。
Redis AOF数据持久化机制的实现相关代码是redis.c, redis.h, aof.c, bio.c, rio.c, config.c
在阅读本文之前请先阅读Redis数据持久化机制AOF原理分析之配置详解文章,了解AOF相关参数的解析,文章链接
http://blog.csdn.net/acceptedxukai/article/details/18135219
接着上一篇文章,本文将介绍Redis是如何实现AOF rewrite的。
转载请注明,文章出自http://blog.csdn.net/acceptedxukai/article/details/18181563
AOF rewrite的触发机制
如果Redis只是将客户端修改数据库的指令重现存储在AOF文件中,那么AOF文件的大小会不断的增加,因为AOF文件只是简单的重现存储了客户端的指令,而并没有进行合并。对于该问题最简单的处理方式,即当AOF文件满足一定条件时就对AOF进行rewrite,rewrite是根据当前内存数据库中的数据进行遍历写到一个临时的AOF文件,待写完后替换掉原来的AOF文件即可。
Redis触发AOF rewrite机制有三种:
1、Redis Server接收到客户端发送的BGREWRITEAOF指令请求,如果当前AOF/RDB数据持久化没有在执行,那么执行,反之,等当前AOF/RDB数据持久化结束后执行AOF rewrite
2、在Redis配置文件redis.conf中,用户设置了auto-aof-rewrite-percentage和auto-aof-rewrite-min-size参数,并且当前AOF文件大小server.aof_current_size大于auto-aof-rewrite-min-size(server.aof_rewrite_min_size),同时AOF文件大小的增长率大于auto-aof-rewrite-percentage(server.aof_rewrite_perc)时,会自动触发AOF rewrite
3、用户设置“config set appendonly yes”开启AOF的时,调用startAppendOnly函数会触发rewrite
下面分别介绍上述三种机制的处理.
接收到BGREWRITEAOF指令
当AOF rewrite请求被挂起时,在serverCron函数中,会处理。[cpp] view plain copy print ?
- <span style="font-size:12px;">void bgrewriteaofCommand(redisClient *c) {
- //AOF rewrite正在执行,那么直接返回
- if (server.aof_child_pid != -1) {
- addReplyError(c,"Background append only file rewriting already in progress");
- } else if (server.rdb_child_pid != -1) {
- //AOF rewrite未执行,但RDB数据持久化正在执行,那么设置AOF rewrite状态为scheduled
- //待RDB结束后执行AOF rewrite
- server.aof_rewrite_scheduled = 1;
- addReplyStatus(c,"Background append only file rewriting scheduled");
- } else if (rewriteAppendOnlyFileBackground() == REDIS_OK) {
- //直接执行AOF rewrite
- addReplyStatus(c,"Background append only file rewriting started");
- } else {
- addReply(c,shared.err);
- }
- }</span>
[cpp] view plain copy print ?
- /* Start a scheduled AOF rewrite if this was requested by the user while
- * a BGSAVE was in progress. */
- // 如果用户执行 BGREWRITEAOF 命令的话,在后台开始 AOF 重写
- //当用户执行BGREWRITEAOF命令时,如果RDB文件正在写,那么将server.aof_rewrite_scheduled标记为1
- //当RDB文件写完后开启AOF rewrite
- if (server.rdb_child_pid == -1 && server.aof_child_pid == -1 &&
- server.aof_rewrite_scheduled)
- {
- rewriteAppendOnlyFileBackground();
- }
Server自动对AOF进行rewrite
在serverCron函数中会周期性判断[cpp] view plain copy print ?
- /* Trigger an AOF rewrite if needed */
- //满足一定条件rewrite AOF文件
- if (server.rdb_child_pid == -1 &&
- server.aof_child_pid == -1 &&
- server.aof_rewrite_perc &&
- server.aof_current_size > server.aof_rewrite_min_size)
- {
- long long base = server.aof_rewrite_base_size ?
- server.aof_rewrite_base_size : 1;
- long long growth = (server.aof_current_size*100/base) - 100;
- if (growth >= server.aof_rewrite_perc) {
- redisLog(REDIS_NOTICE,"Starting automatic rewriting of AOF on %lld%% growth",growth);
- rewriteAppendOnlyFileBackground();
- }
- }
config set appendonly yes
当客户端发送该指令时,config.c中的configSetCommand函数会做出响应,startAppendOnly函数会执行AOF rewrite[cpp] view plain copy print ?
- if (!strcasecmp(c->argv[2]->ptr,"appendonly")) {
- int enable = yesnotoi(o->ptr);
- if (enable == -1) goto badfmt;
- if (enable == 0 && server.aof_state != REDIS_AOF_OFF) {//appendonly no 关闭AOF
- stopAppendOnly();
- } else if (enable && server.aof_state == REDIS_AOF_OFF) {//appendonly yes rewrite AOF
- if (startAppendOnly() == REDIS_ERR) {
- addReplyError(c,
- "Unable to turn on AOF. Check server logs.");
- return;
- }
- }
- }
[cpp] view plain copy print ?
- int startAppendOnly(void) {
- server.aof_last_fsync = server.unixtime;
- server.aof_fd = open(server.aof_filename,O_WRONLY|O_APPEND|O_CREAT,0644);
- redisAssert(server.aof_state == REDIS_AOF_OFF);
- if (server.aof_fd == -1) {
- redisLog(REDIS_WARNING,"Redis needs to enable the AOF but can‘t open the append only file: %s",strerror(errno));
- return REDIS_ERR;
- }
- if (rewriteAppendOnlyFileBackground() == REDIS_ERR) {//rewrite
- close(server.aof_fd);
- redisLog(REDIS_WARNING,"Redis needs to enable the AOF but can‘t trigger a background AOF rewrite operation. Check the above logs for more info about the error.");
- return REDIS_ERR;
- }
- /* We correctly switched on AOF, now wait for the rerwite to be complete
- * in order to append data on disk. */
- server.aof_state = REDIS_AOF_WAIT_REWRITE;
- return REDIS_OK;
- }
Redis AOF rewrite机制的实现
从上述分析可以看出rewrite的实现全部依靠rewriteAppendOnlyFileBackground函数,下面分析该函数,通过下面的代码可以看出,Redis是fork出一个子进程来操作AOF rewrite,然后子进程调用rewriteAppendOnlyFile函数,将数据写到一个临时文件temp-rewriteaof-bg-%d.aof中。如果子进程完成会通过exit(0)函数通知父进程rewrite结束,在serverCron函数中使用wait3函数接收子进程退出状态,然后执行后续的AOF rewrite的收尾工作,后面将会分析。父进程的工作主要包括清楚server.aof_rewrite_scheduled标志,记录子进程IDserver.aof_child_pid = childpid,记录rewrite的开始时间server.aof_rewrite_time_start = time(NULL)等。接下来介绍rewriteAppendOnlyFile函数,该函数的主要工作为:遍历所有数据库中的数据,将其写入到临时文件temp-rewriteaof-%d.aof中,写入函数定义在rio.c中,比较简单,然后将数据刷新到硬盘中,然后将文件名rename为其调用者给定的临时文件名,注意仔细看代码,这里并没有修改为正式的AOF文件名。[cpp] view plain copy print ?
- int rewriteAppendOnlyFileBackground(void) {
- pid_t childpid;
- long long start;
- // 后台重写正在执行
- if (server.aof_child_pid != -1) return REDIS_ERR;
- start = ustime();
- if ((childpid = fork()) == 0) {
- char tmpfile[256];
- /* Child */
- closeListeningSockets(0);//
- redisSetProcTitle("redis-aof-rewrite");
- snprintf(tmpfile,256,"temp-rewriteaof-bg-%d.aof", (int) getpid());
- if (rewriteAppendOnlyFile(tmpfile) == REDIS_OK) {
- size_t private_dirty = zmalloc_get_private_dirty();
- if (private_dirty) {
- redisLog(REDIS_NOTICE,
- "AOF rewrite: %zu MB of memory used by copy-on-write",
- private_dirty/(1024*1024));
- }
- exitFromChild(0);
- } else {
- exitFromChild(1);
- }
- } else {
- /* Parent */
- server.stat_fork_time = ustime()-start;
- if (childpid == -1) {
- redisLog(REDIS_WARNING,
- "Can‘t rewrite append only file in background: fork: %s",
- strerror(errno));
- return REDIS_ERR;
- }
- redisLog(REDIS_NOTICE,
- "Background append only file rewriting started by pid %d",childpid);
- server.aof_rewrite_scheduled = 0;
- server.aof_rewrite_time_start = time(NULL);
- server.aof_child_pid = childpid;
- updateDictResizePolicy();
- /* We set appendseldb to -1 in order to force the next call to the
- * feedAppendOnlyFile() to issue a SELECT command, so the differences
- * accumulated by the parent into server.aof_rewrite_buf will start
- * with a SELECT statement and it will be safe to merge. */
- server.aof_selected_db = -1;
- replicationScriptCacheFlush();
- return REDIS_OK;
- }
- return REDIS_OK; /* unreached */
- }
在写入文件时如果设置server.aof_rewrite_incremental_fsync参数,那么在rioWrite函数中fwrite部分数据就会将数据fsync到硬盘中,来保证数据的正确性。AOF rewrite工作到这里已经结束一半,上一篇文章提到如果server.aof_state != REDIS_AOF_OFF,那么就会将客户端请求指令修改的数据通过feedAppendOnlyFile函数追加到AOF文件中,那么此时AOF已经rewrite了,必须要处理此时出现的差异数据,记得在feedAppendOnlyFile函数中有这么一段代码[cpp] view plain copy print ?
- int rewriteAppendOnlyFile(char *filename) {
- dictIterator *di = NULL;
- dictEntry *de;
- rio aof;
- FILE *fp;
- char tmpfile[256];
- int j;
- long long now = mstime();
- /* Note that we have to use a different temp name here compared to the
- * one used by rewriteAppendOnlyFileBackground() function. */
- snprintf(tmpfile,256,"temp-rewriteaof-%d.aof", (int) getpid());
- fp = fopen(tmpfile,"w");
- if (!fp) {
- redisLog(REDIS_WARNING, "Opening the temp file for AOF rewrite in rewriteAppendOnlyFile(): %s", strerror(errno));
- return REDIS_ERR;
- }
- rioInitWithFile(&aof,fp); //初始化读写函数,rio.c
- //设置r->io.file.autosync = bytes;每32M刷新一次
- if (server.aof_rewrite_incremental_fsync)
- rioSetAutoSync(&aof,REDIS_AOF_AUTOSYNC_BYTES);
- for (j = 0; j < server.dbnum; j++) {//遍历每个数据库
- char selectcmd[] = "*2\r\n$6\r\nSELECT\r\n";
- redisDb *db = server.db+j;
- dict *d = db->dict;
- if (dictSize(d) == 0) continue;
- di = dictGetSafeIterator(d);
- if (!di) {
- fclose(fp);
- return REDIS_ERR;
- }
- /* SELECT the new DB */
- if (rioWrite(&aof,selectcmd,sizeof(selectcmd)-1) == 0) goto werr;
- if (rioWriteBulkLongLong(&aof,j) == 0) goto werr;
- /* Iterate this DB writing every entry */
- while((de = dictNext(di)) != NULL) {
- sds keystr;
- robj key, *o;
- long long expiretime;
- keystr = dictGetKey(de);
- o = dictGetVal(de);
- initStaticStringObject(key,keystr);
- expiretime = getExpire(db,&key);
- /* If this key is already expired skip it */
- if (expiretime != -1 && expiretime < now) continue;
- /* Save the key and associated value */
- if (o->type == REDIS_STRING) {
- /* Emit a SET command */
- char cmd[]="*3\r\n$3\r\nSET\r\n";
- if (rioWrite(&aof,cmd,sizeof(cmd)-1) == 0) goto werr;
- /* Key and value */
- if (rioWriteBulkObject(&aof,&key) == 0) goto werr;
- if (rioWriteBulkObject(&aof,o) == 0) goto werr;
- } else if (o->type == REDIS_LIST) {
- if (rewriteListObject(&aof,&key,o) == 0) goto werr;
- } else if (o->type == REDIS_SET) {
- if (rewriteSetObject(&aof,&key,o) == 0) goto werr;
- } else if (o->type == REDIS_ZSET) {
- if (rewriteSortedSetObject(&aof,&key,o) == 0) goto werr;
- } else if (o->type == REDIS_HASH) {
- if (rewriteHashObject(&aof,&key,o) == 0) goto werr;
- } else {
- redisPanic("Unknown object type");
- }
- /* Save the expire time */
- if (expiretime != -1) {
- char cmd[]="*3\r\n$9\r\nPEXPIREAT\r\n";
- if (rioWrite(&aof,cmd,sizeof(cmd)-1) == 0) goto werr;
- if (rioWriteBulkObject(&aof,&key) == 0) goto werr;
- if (rioWriteBulkLongLong(&aof,expiretime) == 0) goto werr;
- }
- }
- dictReleaseIterator(di);
- }
- /* Make sure data will not remain on the OS‘s output buffers */
- fflush(fp);
- aof_fsync(fileno(fp));//将tempfile文件刷新到硬盘
- fclose(fp);
- /* Use RENAME to make sure the DB file is changed atomically only
- * if the generate DB file is ok. */
- if (rename(tmpfile,filename) == -1) {//重命名文件名,注意rename后的文件也是一个临时文件
- redisLog(REDIS_WARNING,"Error moving temp append only file on the final destination: %s", strerror(errno));
- unlink(tmpfile);
- return REDIS_ERR;
- }
- redisLog(REDIS_NOTICE,"SYNC append only file rewrite performed");
- return REDIS_OK;
- werr:
- fclose(fp);
- unlink(tmpfile);
- redisLog(REDIS_WARNING,"Write error writing append only file on disk: %s", strerror(errno));
- if (di) dictReleaseIterator(di);
- return REDIS_ERR;
- }
如果AOF rewrite正在进行,那么就将修改数据的指令字符串存储到server.aof_rewrite_buf_blocks链表中,等待AOF rewrite子进程结束后处理,处理此部分数据的代码在serverCron函数中。需要指出的是wait3函数我不了解,可能下面注释会有点问题。[cpp] view plain copy print ?
- if (server.aof_child_pid != -1)
- aofRewriteBufferAppend((unsigned char*)buf,sdslen(buf));
对于AOF rewrite期间出现的差异数据,Server通过backgroundSaveDoneHandler函数将 server.aof_rewrite_buf_blocks链表中数据追加到新的AOF文件中。[cpp] view plain copy print ?
- /* Check if a background saving or AOF rewrite in progress terminated. */
- //如果RDB bgsave或AOF rewrite子进程已经执行,通过获取子进程的退出状态,对后续的工作进行处理
- if (server.rdb_child_pid != -1 || server.aof_child_pid != -1) {//
- int statloc;
- pid_t pid;
- if ((pid = wait3(&statloc,WNOHANG,NULL)) != 0) {
- int exitcode = WEXITSTATUS(statloc);//获取退出的状态
- int bysignal = 0;
- if (WIFSIGNALED(statloc)) bysignal = WTERMSIG(statloc);
- if (pid == server.rdb_child_pid) {
- backgroundSaveDoneHandler(exitcode,bysignal);
- } else if (pid == server.aof_child_pid) {
- backgroundRewriteDoneHandler(exitcode,bysignal);
- } else {
- redisLog(REDIS_WARNING,
- "Warning, detected child with unmatched pid: %ld",
- (long)pid);
- }
- // 如果 BGSAVE 和 BGREWRITEAOF 都已经完成,那么重新开始 REHASH
- updateDictResizePolicy();
- }
- }
backgroundSaveDoneHandler函数执行步骤:
1、通过判断子进程的退出状态,正确的退出状态为exit(0),即exitcode为0,bysignal我不清楚具体意义,如果退出状态正确,backgroundSaveDoneHandler函数才会开始处理2、通过对rewriteAppendOnlyFileBackground函数的分析,可以知道rewrite后的AOF临时文件名为temp-rewriteaof-bg-%d.aof(%d=server.aof_child_pid)中,接着需要打开此临时文件3、调用aofRewriteBufferWrite函数将server.aof_rewrite_buf_blocks中差异数据写到该临时文件中4、如果旧的AOF文件未打开,那么打开旧的AOF文件,将文件描述符赋值给临时变量oldfd5、将临时的AOF文件名rename为正常的AOF文件名6、如果旧的AOF文件未打开,那么此时只需要关闭新的AOF文件,此时的server.aof_rewrite_buf_blocks数据应该为空;如果旧的AOF是打开的,那么将server.aof_fd指向newfd,然后根据相应的fsync策略将数据刷新到硬盘上7、调用aofUpdateCurrentSize函数统计AOF文件的大小,更新server.aof_rewrite_base_size,为serverCron中自动AOF rewrite做相应判断8、如果之前是REDIS_AOF_WAIT_REWRITE状态,则设置server.aof_state为REDIS_AOF_ON,因为只有“config set appendonly yes”指令才会设置这个状态,也就是需要写完快照后,立即打开AOF;而BGREWRITEAOF不需要打开AOF9、调用后台线程去关闭旧的AOF文件下面是backgroundSaveDoneHandler函数的注释代码
[cpp] view plain copy print ?
- /* A background append only file rewriting (BGREWRITEAOF) terminated its work.
- * Handle this. */
- void backgroundRewriteDoneHandler(int exitcode, int bysignal) {
- if (!bysignal && exitcode == 0) {//子进程退出状态正确
- int newfd, oldfd;
- char tmpfile[256];
- long long now = ustime();
- redisLog(REDIS_NOTICE,
- "Background AOF rewrite terminated with success");
- /* Flush the differences accumulated by the parent to the
- * rewritten AOF. */
- snprintf(tmpfile,256,"temp-rewriteaof-bg-%d.aof",
- (int)server.aof_child_pid);
- newfd = open(tmpfile,O_WRONLY|O_APPEND);
- if (newfd == -1) {
- redisLog(REDIS_WARNING,
- "Unable to open the temporary AOF produced by the child: %s", strerror(errno));
- goto cleanup;
- }
- //处理server.aof_rewrite_buf_blocks中DIFF数据
- if (aofRewriteBufferWrite(newfd) == -1) {
- redisLog(REDIS_WARNING,
- "Error trying to flush the parent diff to the rewritten AOF: %s", strerror(errno));
- close(newfd);
- goto cleanup;
- }
- redisLog(REDIS_NOTICE,
- "Parent diff successfully flushed to the rewritten AOF (%lu bytes)", aofRewriteBufferSize());
- /* The only remaining thing to do is to rename the temporary file to
- * the configured file and switch the file descriptor used to do AOF
- * writes. We don‘t want close(2) or rename(2) calls to block the
- * server on old file deletion.
- *
- * There are two possible scenarios:
- *
- * 1) AOF is DISABLED and this was a one time rewrite. The temporary
- * file will be renamed to the configured file. When this file already
- * exists, it will be unlinked, which may block the server.
- *
- * 2) AOF is ENABLED and the rewritten AOF will immediately start
- * receiving writes. After the temporary file is renamed to the
- * configured file, the original AOF file descriptor will be closed.
- * Since this will be the last reference to that file, closing it
- * causes the underlying file to be unlinked, which may block the
- * server.
- *
- * To mitigate the blocking effect of the unlink operation (either
- * caused by rename(2) in scenario 1, or by close(2) in scenario 2), we
- * use a background thread to take care of this. First, we
- * make scenario 1 identical to scenario 2 by opening the target file
- * when it exists. The unlink operation after the rename(2) will then
- * be executed upon calling close(2) for its descriptor. Everything to
- * guarantee atomicity for this switch has already happened by then, so
- * we don‘t care what the outcome or duration of that close operation
- * is, as long as the file descriptor is released again. */
- if (server.aof_fd == -1) {
- /* AOF disabled */
- /* Don‘t care if this fails: oldfd will be -1 and we handle that.
- * One notable case of -1 return is if the old file does
- * not exist. */
- oldfd = open(server.aof_filename,O_RDONLY|O_NONBLOCK);
- } else {
- /* AOF enabled */
- oldfd = -1; /* We‘ll set this to the current AOF filedes later. */
- }
- /* Rename the temporary file. This will not unlink the target file if
- * it exists, because we reference it with "oldfd". */
- //把临时文件改名为正常的AOF文件名。由于当前oldfd已经指向这个之前的正常文件名的文件,
- //所以当前不会造成unlink操作,得等那个oldfd被close的时候,内核判断该文件没有指向了,就删除之。
- if (rename(tmpfile,server.aof_filename) == -1) {
- redisLog(REDIS_WARNING,
- "Error trying to rename the temporary AOF file: %s", strerror(errno));
- close(newfd);
- if (oldfd != -1) close(oldfd);
- goto cleanup;
- }
- //如果AOF关闭了,那只要处理新文件,直接关闭这个新的文件即可
- //但是这里会不会导致服务器卡呢?这个newfd应该是临时文件的最后一个fd了,不会的,
- //因为这个文件在本函数不会写入数据,因为stopAppendOnly函数会清空aof_rewrite_buf_blocks列表。
- if (server.aof_fd == -1) {
- /* AOF disabled, we don‘t need to set the AOF file descriptor
- * to this new file, so we can close it. */
- close(newfd);
- } else {
- /* AOF enabled, replace the old fd with the new one. */
- oldfd = server.aof_fd;
- //指向新的fd,此时这个fd由于上面的rename语句存在,已经为正常aof文件名
- server.aof_fd = newfd;
- //fsync到硬盘
- if (server.aof_fsync == AOF_FSYNC_ALWAYS)
- aof_fsync(newfd);
- else if (server.aof_fsync == AOF_FSYNC_EVERYSEC)
- aof_background_fsync(newfd);
- server.aof_selected_db = -1; /* Make sure SELECT is re-issued */
- aofUpdateCurrentSize();
- server.aof_rewrite_base_size = server.aof_current_size;
- /* Clear regular AOF buffer since its contents was just written to
- * the new AOF from the background rewrite buffer. */
- //rewrite得到的肯定是最新的数据,所以aof_buf中的数据没有意义,直接清空
- sdsfree(server.aof_buf);
- server.aof_buf = sdsempty();
- }
- server.aof_lastbgrewrite_status = REDIS_OK;
- redisLog(REDIS_NOTICE, "Background AOF rewrite finished successfully");
- /* Change state from WAIT_REWRITE to ON if needed */
- //下面判断是否需要打开AOF,比如bgrewriteaofCommand就不需要打开AOF。
- if (server.aof_state == REDIS_AOF_WAIT_REWRITE)
- server.aof_state = REDIS_AOF_ON;
- /* Asynchronously close the overwritten AOF. */
- //让后台线程去关闭这个旧的AOF文件FD,只要CLOSE就行,会自动unlink的,因为上面已经有rename
- if (oldfd != -1) bioCreateBackgroundJob(REDIS_BIO_CLOSE_FILE,(void*)(long)oldfd,NULL,NULL);
- redisLog(REDIS_VERBOSE,
- "Background AOF rewrite signal handler took %lldus", ustime()-now);
- } else if (!bysignal && exitcode != 0) {
- server.aof_lastbgrewrite_status = REDIS_ERR;
- redisLog(REDIS_WARNING,
- "Background AOF rewrite terminated with error");
- } else {
- server.aof_lastbgrewrite_status = REDIS_ERR;
- redisLog(REDIS_WARNING,
- "Background AOF rewrite terminated by signal %d", bysignal);
- }
- cleanup:
- aofRewriteBufferReset();
- aofRemoveTempFile(server.aof_child_pid);
- server.aof_child_pid = -1;
- server.aof_rewrite_time_last = time(NULL)-server.aof_rewrite_time_start;
- server.aof_rewrite_time_start = -1;
- /* Schedule a new rewrite if we are waiting for it to switch the AOF ON. */
- if (server.aof_state == REDIS_AOF_WAIT_REWRITE)
- server.aof_rewrite_scheduled = 1;
- }
至此,AOF数据持久化已经全部结束了,剩下的就是一些细节的处理,以及一些Linux库函数的理解,对于rename、unlink、wait3等库 函数的深入认识就去问Google吧。
小结
Redis AOF数据持久化的实现机制通过三篇文章基本上比较详细的分析了, 但这只是从代码层面去看AOF,对于AOF持久化的优缺点网上有很多分析,Redis的官方网站也有英文介绍,Redis的数据持久化还有一种方法叫RDB,更多RDB的内容等下次再分析。感谢此篇博客给我在理解Redis AOF数据持久化方面的巨大帮助, http://chenzhenianqing.cn/articles/786.html,此篇博客对AOF的分析十分的详细。
Redis数据持久化机制AOF原理分析二