Hadoop集群平常运维

1、备份namenode的元数据

namenode中的元数据很是重要,如丢失或者损坏,则整个系统没法使用。所以应该常常对元数据进行备份,最好是异地备份。node

一、将元数据复制到远程站点web

(1)如下代码将secondary namenode中的元数据复制到一个时间命名的目录下,而后经过scp命令远程发送到其它机器。bash

#!/bin/bash 
export dirname=/mnt/tmphadoop/dfs/namesecondary/current/`date +%y%m%d%H` 
if [ ! -d ${dirname} ] 
then 
mkdir  ${dirname} 
cp /mnt/tmphadoop/dfs/namesecondary/current/*  ${dirname} 
fi 
scp -r ${dirname} slave1:/mnt/namenode_backup/ 
rm -r ${dirname}

(2)配置crontab,定时执行此项工做
0 0,8,14,20 * bash /mnt/scripts/namenode_backup_script.shapp

二、在远程站点中启动一个本地namenode守护进程,尝试加载这些备份文件,以肯定是否已经进行了正确备份。tcp

2、数据备份

对于重要的数据,不能彻底依赖HDFS,而是须要进行备份,注意如下几点
(1)尽可能异地备份
(2)若是使用distcp备份至另外一个hdfs集群,则不要使用同一版本的hadoop,避免hadoop自身致使数据出错。工具

3、文件系统检查

按期在整个文件系统上运行HDFS的fsck工具,主动查找丢失或者损坏的块。
建议天天执行一次。oop

[jediael@master ~]$ hadoop fsck / 
 ……省略输出(如有错误,则在此外出现,不然只会出现点,一个点表示一个文件)…… 
 .........Status: HEALTHY 
  Total size:    14466494870 B 
  Total dirs:    502 
  Total files:   1592 (Files currently being written: 2) 
  Total blocks (validated):      1725 (avg. block size 8386373 B) 
  Minimally replicated blocks:   1725 (100.0 %) 
  Over-replicated blocks:        0 (0.0 %) 
  Under-replicated blocks:       648 (37.565216 %) 
  Mis-replicated blocks:         0 (0.0 %) 
  Default replication factor:    2 
  Average block replication:     2.0 
  Corrupt blocks:                0 
  Missing replicas:              760 (22.028986 %) 
  Number of data-nodes:          2 
  Number of racks:               1 
 FSCK ended at Sun Mar 01 20:17:57 CST 2015 in 608 milliseconds 
    
 The filesystem under path '/' is HEALTHY 
 
上海尚学堂 shsxt.com

(1)若hdfs-site.xml中的dfs.replication设置为3,而实现上只有2个datanode,则在执行fsck时会出现如下错误;
/hbase/Mar0109_webpage/59ad1be6884739c29d0624d1d31a56d9/il/43e6cd4dc61b49e2a57adf0c63921c09: Under replicated blk_-4711857142889323098_6221. Target Replicas is 3 but found 2 replica(s).学习

注意,因为原来的dfs.replication为3,后来下线了一台datanode,并将dfs.replication改成2,但原来已建立的文件也会记录dfs.replication为3,从而出现以上错误,并致使 Under-replicated blocks: 648 (37.565216 %)。大数据

(2)fsck工具还能够用来检查一个文件包括哪些块,以及这些块分别在哪等。this

[jediael@master conf]$ hadoop fsck /hbase/Feb2621_webpage/c23aa183c7cb86af27f15d4c2aee2795/s/30bee5fb620b4cd184412c69f70d24a7 -files -blocks -racks 
2.  
3. FSCK started by jediael from /10.171.29.191 for path /hbase/Feb2621_webpage/c23aa183c7cb86af27f15d4c2aee2795/s/30bee5fb620b4cd184412c69f70d24a7 at Sun Mar 01 20:39:35 CST 2015 
4. /hbase/Feb2621_webpage/c23aa183c7cb86af27f15d4c2aee2795/s/30bee5fb620b4cd184412c69f70d24a7 21507169 bytes, 1 block(s):  Under replicated blk_7117944555454804881_3655. Target Replicas is 3 but found  replica(s). 
 0. blk_7117944555454804881_3655 len=21507169 repl=2 [/default-rack/10.171.94.155:50010, /default-rack/10.251.0.197:50010] 
    
 Status: HEALTHY 
  Total size:    21507169 B 
  Total dirs:    0 
  Total files:   1 
  Total blocks (validated):      1 (avg. block size 21507169 B) 
  Minimally replicated blocks:   1 (100.0 %) 
  Over-replicated blocks:        0 (0.0 %) 
  Under-replicated blocks:       1 (100.0 %) 
  Mis-replicated blocks:         0 (0.0 %) 
  Default replication factor:    2 
  Average block replication:     2.0 
  Corrupt blocks:                0 
  Missing replicas:              1 (50.0 %) 
  Number of data-nodes:          2 
  Number of racks:               1 
 FSCK ended at Sun Mar 01 20:39:35 CST 2015 in 0 milliseconds 
    
   
 The filesystem under path '/hbase/Feb2621_webpage/c23aa183c7cb86af27f15d4c2aee2795/s/30bee5fb620b4cd184412c69f70d24a7' is HEALTHY

此命令的用法以下:

[jediael@master ~]$ hadoop fsck -files 
 Usage: DFSck  [-move | -delete | -openforwrite] [-files [-blocks [-locations | -racks]]] 
           start checking from this path 
         -move   move corrupted files to /lost+found 
         -delete delete corrupted files 
         -files  print out files being checked 
         -openforwrite   print out files opened for write 
         -blocks print out block report 
         -locations      print out locations for every block 
         -racks  print out network topology for data-node locations 
                 By default fsck ignores files opened for write, use -openforwrite to report such files. They are usually  tagged CORRUPT or HEALTHY depending on their block allocation status 
 Generic options supported are 
 -conf <configuration file>     specify an application configuration file 
-D <property=value>            use value for given property 
 -fs <local|namenode:port>      specify a namenode 
 -jt <local|jobtracker:port>    specify a job tracker 
 -files <comma separated list of files>    specify comma separated files to be copied to the map reduce cluster 
 -libjars <comma separated list of jars>    specify comma separated jar files to include in the classpath. 
 -archives <comma separated list of archives>    specify comma separated archives to be unarchived on the compute machines. 
    
The general command line syntax is 
bin/hadoop command [genericOptions] [commandOptions]

详细解释请见《hadoop权威指南》P376

上海尚学堂大数据培训课程之Hadoop,获取相关学习资料教程请评论留言。上海尚学堂大数据培训班即将开班,欢迎预约免费试听名额。

相关文章
相关标签/搜索