首页 技术 正文
技术 2022年11月21日
0 收藏 874 点赞 5,106 浏览 316269 个字

一:元数据管理器
==>元数据管理器是系统平台的“大脑”,在任务调度中有着重要的作用
【1】什么是元数据?
—>中介数据,用于描述数据属性的数据。
—>具体类型:描述数据结构,数据的具体位置,数据间的依赖关系,数据的处理过程,数据的快照信息等。
【2】为何要引入元数据
—>实际案例:HDFS中的NameNode节点,Hive的MySql元数据表,MooseFs的Master节点,GFS(Google分布式文件系统)中的Master节点等。
—>在大数据处理架构中引入元数据结构,描述数据流名称,类型,字段结构,数据流转过程等,便于各个数据处理系统间协调,使数据业务调度更加的精准,便捷。
【3】实时处理平台任务调度
—->类SQL查询插入语句:INSERT MySQL INTO domain_table SELECT * FROEM domain_streaming AS d WHERE LENGTH(d.domain) <= 10 AND d.value > 2000 AND d.seller LIKE %tony%;
—->任务调度:实时处理内部拓扑数据流调度(节点模块化),不同组件之间的数据流调度,不同子系统之间的任务调度。
—->推荐方案:MySQL 或者 Zookeeper作为元数据的存储组件。

二:多节点统一配置管理
==>配置管理是一个系统的重要辅助功能,多节点的配置管理将比单节点的配置管理更为复杂,但其重要性也更加明显。
【1】多节点配置的相关问题
—>节点太多,需要配置的配置文件太多,太繁琐。
—>配置需要修改时,很难保证每个节点的配置统一,维护成本高
—>无法针对性的对功能节点进行配置,导致配置文件过于臃肿
—>配置文件太分散,动态更新成本过高。
【2】几种可行的分布式配置解决方案
—>依赖于Storm主类本身的Config对象进行传递
—>使用MySQL进行配置文件的同意存储。
—>以Puppet为核心的统一配置管理系统。
—>基于ZooKeeper的统一配置管理系统。
【3】基于ZooKeeper的统一配置管理解决方案
<img src="https://www.shuzhiduo.com/A/amd0DbyXdg/data:image/png;base64,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" alt="" />

三:数据处理系统监控
==>一个完善的系统监控平台将大大降低数据处理平台的后期维护成本,也将是后期集群扩展的重要支撑条件。
【1】系统监控的重要性
—>数据平台作为底层数据加工处理的基础平台,任何事故(包括服务以及系统的故障)对于上层应用的影响很大,而数据平台的监控系统是故障快速定位,快速恢复的基本保障。
—>对于规模较小的数据处理平台,规划监控系统对于整个平台的扩展是有预见性的。
【2】系统监控的几大指标
—>系统层面:CPU,内存,磁盘的利用率,I/O负载,网络流量
—>服务层:Storm的两个基本服务(Nimbus和Supervisor),MQ,ZooKeeper,MySQL以及其他相关组件服务
—>应用层:具体的拓扑,拓扑对应的状态,具体工作Worker的状态
【3】系统监控的初步解决方案
—->系统层解决方案:分布式监控组件Ganglia或者Puppet+Zabbix结构
—->服务层解决方案:Puppet+服务探测脚本,ZooKeeper+服务探测脚本
—->应用层解决方案:使用ThriftAPI编写Thrift Client,请求Nimbus内置的Thrift Server,获取相关数据(Storm集群以及Topology数据)

四:数据总线
==>让数据流转于数据总线中,方便各个数据处理模块对数据的接入以及吐出,数据总线的设计将使数据流转更加的便捷快速
【1】数据总线的概念
—>总线:计算机各个功能部件之间传递信息的公共通信干线
—>数据平台中的数据总线概念:区别于计算机学科中数据总线的定义,在于强调各个数据处理组件,子系统能够进数据的传递。
【2】为何要引入数据总线
—>数据执行跨平台,跨语言,跨空间的处理(解藕,数据格式约定好就ok)
—>数据安全隔离,有效隔离不同组件,系统之间的直接操作
—>冗余数据保护,避免数据在某个组件,系统中造成积压
【3】基于MQ的数据总线设计

<img src="https://www.shuzhiduo.com/A/amd0DbyXdg/data:image/png;base64,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" alt="" />

五:基于Storm的基础平台架构
==>我们将把前面所有的相关平台组件进行集成,组成围绕Storm的一个实时数据处理的基础平台
【1】基础架构图详解
<img src="https://www.shuzhiduo.com/A/amd0DbyXdg/data:image/png;base64,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" alt="" />
【2】Storm平台的发展方向
—>提供更加灵活的分组策略,应用更加多变复杂的业务需求
—>大数据平台统一融合趋势,兼容更多的分布式相关组件的数据接口(Kafka,Hbse,Hive,Redis等)
—>集群资源的统一调度管理,剥离自身资源调度功能,交由诸如Yarn,Mesos专门的组件统一调度(协调各个子系统的资源)
【3】大数据平台思维的延伸
—>数据源收集:互联网数据金矿的挖掘
—>大数据平台一体化融合思维:随着数据的急剧上升,大数据处理需求的多样化,数据在不同平台流通的需求迫切,整合不同大数据相关组件架构,进行一体化融合是一个大趋势。
—>平台即服务思维:Docker技术的出现,让大数据平台的构建变得更简单,平台节点大规模快速安装,资源得到更好得隔离,数据平台服务化

相关推荐
python开发_常用的python模块及安装方法
adodb:我们领导推荐的数据库连接组件bsddb3:BerkeleyDB的连接组件Cheetah-1.0:我比较喜欢这个版本的cheeta…
日期:2022-11-24 点赞:878 阅读:8,964
Educational Codeforces Round 11 C. Hard Process 二分
C. Hard Process题目连接:http://www.codeforces.com/contest/660/problem/CDes…
日期:2022-11-24 点赞:807 阅读:5,486
下载Ubuntn 17.04 内核源代码
zengkefu@server1:/usr/src$ uname -aLinux server1 4.10.0-19-generic #21…
日期:2022-11-24 点赞:569 阅读:6,331
可用Active Desktop Calendar V7.86 注册码序列号
可用Active Desktop Calendar V7.86 注册码序列号Name: www.greendown.cn Code: &nb…
日期:2022-11-24 点赞:733 阅读:6,114
Android调用系统相机、自定义相机、处理大图片
Android调用系统相机和自定义相机实例本博文主要是介绍了android上使用相机进行拍照并显示的两种方式,并且由于涉及到要把拍到的照片显…
日期:2022-11-24 点赞:512 阅读:7,747
Struts的使用
一、Struts2的获取  Struts的官方网站为:http://struts.apache.org/  下载完Struts2的jar包,…
日期:2022-11-24 点赞:671 阅读:4,781