hadoop版本的对比

 

目前hadoop有2个开源版本，一个是Apache的版本，另一个是Cloudera在Apache的基础上进行优化的版本，也称为CDH3版。

两个版本的对比情况如下：

	CDH3 版本	Apache 版本	描述
Hadoop Common	●	●	The common utilities that support the other Hadoop subprojects.
Hadoop Distributed File System (HDFS）	●	●	A distributed file system that provides high-throughput access to application data.
Hadoop MapReduce	●	●	A software framework for distributed processing of large data sets on compute clusters.
Flume	●		A distributed, reliable, and available service for efficiently moving large amounts of data as the data is produced.
Sqoop	●		A tool that imports data from relational databases into Hadoop clusters.
Hue	●		A graphical user interface to work with CDH.
Pig	●	●	A high-level data-flow language and execution framework for parallel computation.Enables you to analyze large amounts of data using Pig's query language called Pig Latin.
Hive	●	●	A data warehouse infrastructure that provides data summarization and ad hoc querying. A powerful data warehousing application built on top of Hadoop which enables you to access your data using Hive QL, a language that is similar to SQL.
HBase	●	●	A scalable, distributed database that supports structured data storage for large tables. provides large-scale tabular storage for Hadoop using the Hadoop Distributed File System (HDFS).
ZooKeeper	●	●	A high-performance coordination service for distributed applications.A highly reliable and available service that provides coordination between distributed processes.
Oozie	●		A server-based workflow engine specialized in running workflow jobs with actions that execute Hadoop jobs.
Whirr	●		Provides a fast way to run cloud services.
Snappy	●		A compression/decompression library.
Avro		●	A data serialization system.
Cassandra		●	A scalable multi-master database with no single points of failure.
Chukwa		●	A data collection system for managing large distributed systems.
Mahout		●	A Scalable machine learning and data mining library.

理论上说，CDH3版本应该支持Apache版本的全部组件及其子项目。

两个hadoop版本的异同如下：

系统 从CDH3b3开始不支持hadoop.job.ugi参数，请使用UserGroupInformation.doAs()方法代替。 其它见：https://ccp.cloudera.com/display/CDHDOC/Incompatible+Changes   安装 Cloudera CDH3基于hadoop稳定版0.20.2，并集成很多补丁（patch）。 CDH提供rpm包和tar两种方式（Cloudera更推荐使用rpm方式），hadoop0.20.2只提供了tar包安装方式。 Cloudera CDH3 自动设置JAVA_HOME环境变量，apache hadoop需要手工配置。 Apache hadoop使用start/stop-dfs.sh start/stop-all.sh脚本维护集群，CDH通过root身份运行/etc/init.d/hadoop-0.20-* 脚本启动、关闭服务，这种方式只可以管理当前服务器，如果希望实现类似start/stop-all.sh需要自己写脚本。 Cloudera CDH安装成功后会添加两个用户：hdfs（hdfs文件系统相关）, mapred（mapreduce相关），而Apache hadoop通常的做法是添加一个hadoop用户来做所有的事情。 Cloudera CDH通过alternatives切换多个配置文件，而Apache hadoop配置文件只保存在$HADOOP_HOME/conf下面。   eclipse插件 Cloudera CDH默认没有提供eclipse插件，需要自己编译，而且它的插件和Apache hadoop插件不兼容。   安全  CDH3支持Kerberos安全认证，apache hadoop则使用简陋的用户名匹配认证。