Hadoop安装lzo实验
参考http://blog.csdn.net/lalaguozhe/article/details/10912527
环境:hadoop2.3cdh5.0.2
hive 1.2.1
目标:安装lzo 测试作业运行与hive表创建使用lzo格式存储
之前安装试用snappy的时候,发现cdh解压后的native中已经包含了libsnappy之类的本地库,但是没有包含lzo.
所以lzo的使用,除了要安装lzo程序之外,还要编译安装hadoop-lzo.
1.安装lzo.可以yum安装,也可以根据上面提供的链接自己下载源码编译安装。
2。git 下载安装hadoop-lzo,编译安装
git clone https://github.com/twitter/hadoop-lzo.git
export CFLAGS=-m64
export CXXFLAGS=-m64
mvn clean package -Dmaven.test.skip=true
cp Linux-amd64-64/lib /app/cdh23502/lib/native/
cp hadoop-lzo-0.4.20-SNAPSHOT.jar /app/cdh23502/share/hadoop/common/
我编译的时候遇到的问题是mave库的url域名解析失败了二三次,我就多次尝试了几次,编译一般没问题。
把native和jar包放置到合适的地方,并分发到集群中。
因为之前已经配置了使用snappy,所以只需要把改动两种即可,
一是core-site.xml中添加lzo的:org.apache.hadoop.io.compress.Lz4Codec,com.hadoop.compression.lzo.LzopCodec
<property> <name>io.compression.codecs</name> <value>org.apache.hadoop.io.compress.DefaultCodec,org.apache.hadoop.io.compress.GzipCodec,org.apache.hadoop.io.compress.BZip2Codec,org.apache.hadoop.io.compress.SnappyCodec,org.apache.hadoop.io.compress.Lz4Codec,com.hadoop.compression.lzo.LzopCodec</value> <description>A comma-separated list of the compression codec classes that can be used for compression/decompression. In addition to any classes specified with this property (which take precedence), codec classes on the classpath are discovered using a Java ServiceLoader.</description> </property>
二是mapred-site.xml中把snappy的替换为:
<property> <name>mapred.compress.map.output</name> <value>true</value> </property> <property> <name>mapred.map.output.compression.codec</name> <value>com.hadoop.compression.lzo.LzoCodec</value> </property>
创建hive表:
seq 1 100 > nums.txt
hive -e
"create table nums(num int) row format delimited stored as textfile;"
hive -e
"load data local inpath '/yourpath/nums.txt' overwrite into table nums;"
然后
CREATE TABLE lzo_test( col String ) STORED AS INPUTFORMAT "com.hadoop.mapred.DeprecatedLzoTextInputFormat" OUTPUTFORMAT "org.apache.hadoop.hive.ql.io.HiveIgnoreKeyTextOutputFormat";
insert into table lzo_test(col) select num from nums;
select count(*) from lzo_test;