Kafka~Linux环境下的部署
概念Kafka是一种高吞吐量的分布式发布订阅消息系统,它可以处理消费者规模的网站中的所有动作流数据。 这种动作(网页浏览,搜索和其他用户的行动)是在现代网络上的许多社会功能的一个关键因素。 这些数据通常是由于吞吐量的要求而通过处理日志和日志聚合来解决。 对于像Hadoop的一样的日志数据和离线分析系统,但又要求实时处理的限制,这是一个可行的解决方案。Kafka的目的是通过Hadoop的并行加载机制来统一线上和离线的消息处理,也是为了通过集群来提供实时的消费。
http://www.cnblogs.com/lori/p/data:image/png;base64,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
软件名称Apache Kafka开发商Apache软件基金会软件平台跨平台软件版本0.8.2.2更新时间2015-10-03软件语言Scala软件大小15M软件授权Apache License 2.0特点
Kafka是一种高吞吐量的分布式发布订阅消息系统,有如下特性:
[*] 通过O(1)的磁盘数据结构提供消息的持久化,这种结构对于即使数以TB的消息存储也能够保持长时间的稳定性能。
[*] 高吞吐量:即使是非常普通的硬件Kafka也可以支持每秒数百万的消息。
[*] 支持通过Kafka服务器和消费机集群来分区消息。
[*] 支持Hadoop并行数据加载。
相关知识点
Broker
Kafka集群包含一个或多个服务器,这种服务器被称为broker
Topic
每条发布到Kafka集群的消息都有一个类别,这个类别被称为Topic。(物理上不同Topic的消息分开存储,逻辑上一个Topic的消息虽然保存于一个或多个broker上但用户只需指定消息的Topic即可生产或消费数据而不必关心数据存于何处)
Partition
Partition是物理上的概念,每个Topic包含一个或多个Partition.
Producer
负责发布消息到Kafka broker
Consumer
消息消费者,向Kafka broker读取消息的客户端。
Consumer Group
每个Consumer属于一个特定的Consumer Group(可为每个Consumer指定group name,若不指定group name则属于默认的group)。
安装与部署
前提
kafka需要有zookeeper分布式调度组件的支持,所以我们需要先安装它,具体方法请查询大叔这篇文章《Zookeeper~Linux环境下的部署》
下载
curl -L -O http://mirrors.cnnic.cn/apache/kafka/0.9.0.0/kafka_2.10-0.9.0.0.tgz
解压
tar zxvf kafka_2.10-0.9.0.0.tgz
查看目录结构
[*]/bin 操作kafka的可执行脚本,还包含windows下脚本
[*]/config 配置文件所在目录
[*]/libs 依赖库目录
[*]/logs 日志数据目录,目录kafka把server端日志分为5种类型,分为:server,request,state,log-cleaner,controller
启动Kafka
bin/kafka-server-start.sh config/server.properties &//&表示进程将在后端执行
查看服务是否启动成功
netstat -tunlp|egrep "(2181|9092)"
http://www.cnblogs.com/lori/p/data:image/png;base64,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
这样说明我们的9092就是kafka的数据通讯端口已经启动了,2181是我们的zookeeper通讯端口,说明它们处于正常的监听状态!
希望通过这篇文章,让大家对kafka,zookeepr,centos有一个学习与了解!
感谢各位的阅读!
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