Hadoop配置LZO压缩
hadoop-lzo编译
Hadoop支持LZO
0. 环境准备
maven(下载安装,配置环境变量,修改sitting.xml加阿里云镜像)
gcc-c++
zlib-devel
autoconf
automake
libtool
通过yum安装即可,yum -y install gcc-c++ lzo-devel zlib-devel autoconf automake libtool
1. 下载、安装并编译LZO
wget http://www.oberhumer.com/opensource/lzo/download/lzo-2.10.tar.gz
tar -zxvf lzo-2.10.tar.gz
cd lzo-2.10
./configure -prefix=/usr/local/hadoop/lzo/
make -j 20
make install
2. 编译hadoop-lzo源码
2.1 下载hadoop-lzo的源码,下载地址:https://github.com/twitter/hadoop-lzo/archive/master.zip
2.2 解压之后,修改pom.xml
<hadoop.current.version>3.1.3</hadoop.current.version>
2.3 声明两个临时环境变量
export C_INCLUDE_PATH=/usr/local/hadoop/lzo/include
export LIBRARY_PATH=/usr/local/hadoop/lzo/lib
2.4 编译
进入hadoop-lzo-master,执行maven编译命令
mvn package -Dmaven.test.skip=true
2.5 进入target,hadoop-lzo-0.4.21-SNAPSHOT.jar 即编译成功的hadoop-lzo组件
hadoop-lzo-0.4.20.jar文件:
将编译好后的hadoop-lzo-0.4.20.jar 放入hadoop/share/hadoop/common/
同步hadoop-lzo-0.4.20.jar到emr2、emr3
core-site.xml增加配置支持LZO压缩
<property>
<name>io.compression.codecs</name>
<value>
org.apache.hadoop.io.compress.GzipCodec,
org.apache.hadoop.io.compress.DefaultCodec,
org.apache.hadoop.io.compress.BZip2Codec,
org.apache.hadoop.io.compress.SnappyCodec,
com.hadoop.compression.lzo.LzoCodec,
com.hadoop.compression.lzo.LzopCodec
</value>
</property>
<property>
<name>io.compression.codec.lzo.class</name>
<value>com.hadoop.compression.lzo.LzoCodec</value>
</property>
同步core-site.xml到emr2、emr3
启动及查看集群
LZO创建索引
创建LZO文件的索引,LZO压缩文件的可切片特性依赖于其索引,故我们需要手动为LZO压缩文件创建索引。若无索引,则LZO文件的切片只有一个。
测试wordcount, 看其结果:
[root@emr1 opt]# pdfs dfs -mkdir /input
[root@emr1 opt]# hdfs dfs -put test.txt /input
[root@emr1 opt]# hadoop jar /opt/dtstack/Hadoop/hadoop_pkg/share/hadoop/mapreduce/hadoop-mapreduce-examples-3.2.1.jar wordcount -Dmapreduce.output.fileoutputformat.compress=true -Dmapreduce.output.fileoutputformat.compress.codec=com.hadoop.compression.lzo.LzopCodec /input/test.txt /output
创建lzo索引
hadoop jar /opt/dtstack/Hadoop/hadoop_pkg/share/hadoop/common/hadoop-lzo-0.4.20.jar com.hadoop.compression.lzo.DistributedLzoIndexer /output/part-r-00000.lzo
测试完成。