Hadoop是大数据技术中最重要的框架之一,是学习大数据必备的第一课,在Hadoop平台之上,可以更容易地开发和运行其他处理大规模数据的框架。尚硅谷Hadoop视频教程再次重磅升级!以企业实际生产环境为背景,增加了更全面、更细致、更硬核的生产调优手册,对源码解析部分进行了全新的扩充和升级,并增加大量企业实战案例! 课程特点: 1、新 本教程基于当前企业使用流行版本Hadoop3.1.3录制,站在技术的前沿,研究企业最关心的技术,不落人后; 2、细 从搭建集群开始讲解,细致到每一个配置,每一行代码的讲解,源码讲解也均配有详细注释,逐步分析源码运行,将关键点一网打尽,手把手教你阅读百万行源码 3、真 使用企业级真实案例进行知识点讲解,以企业实际生产背景为例讲解调优手段,共包含20+企业中真实案例、30+企业真实调优方法,无缝对接真实生产环境; 4、全 从Hadoop集群的安装部署开始,对Hadoop全部功能模块进行讲解。教程包含全部教学资料,教学笔记、安装包、随堂笔记、源代码、视频,全部打包奉上。 前置知识: Java基础、Maven基本操作、IDEA基本使用、Linux基础命令。
视频目录 001.尚硅谷_Hadoop-开篇-课程整体介绍002.尚硅谷_Hadoop-概论-大数据的概念003.尚硅谷_Hadoop-概论-大数据的特点004.尚硅谷_Hadoop-概论-大数据的应用场景005.尚硅谷_Hadoop-概论-大数据的发展场景006.尚硅谷_Hadoop-概论-未来工作内容007.尚硅谷_Hadoop-入门-课程介绍008.尚硅谷_Hadoop-入门-Hadoop是什么009.尚硅谷_Hadoop-入门-Hadoop发展历史010.尚硅谷_Hadoop-入门-Hadoop三大发行版本011.尚硅谷_Hadoop-入门-Hadoop优势012.尚硅谷_Hadoop-入门-Hadoop1.x2.x3.x区别013.尚硅谷_Hadoop-入门-HDFS概述014.尚硅谷_Hadoop-入门-YARN概述015.尚硅谷_Hadoop-入门-MapReduce概述016.尚硅谷_Hadoop-入门-HDFS&YARN&MR关系017.尚硅谷_Hadoop-入门-大数据技术生态体系018.尚硅谷_Hadoop-入门-VMware安装019.尚硅谷_Hadoop-入门-Centos7.5软硬件安装020.尚硅谷_Hadoop-入门-IP和主机名称配置021.尚硅谷_Hadoop-入门-Xshell远程访问工具022.尚硅谷_Hadoop-入门-模板虚拟机准备完成023.尚硅谷_Hadoop-入门-克隆三台虚拟机024.尚硅谷_Hadoop-入门-JDK安装025.尚硅谷_Hadoop-入门-Hadoop安装026.尚硅谷_Hadoop-入门-本地运行模式027.尚硅谷_Hadoop-入门-scp&rsync命令讲解028.尚硅谷_Hadoop-入门-xsync分发脚本029.尚硅谷_Hadoop-入门-ssh免密登录030.尚硅谷_Hadoop-入门-集群配置031.尚硅谷_Hadoop-入门-群起集群并测试032.尚硅谷_Hadoop-入门-集群崩溃处理办法033.尚硅谷_Hadoop-入门-历史服务器配置034.尚硅谷_Hadoop-入门-日志聚集功能配置035.尚硅谷_Hadoop-入门-两个常用脚本036.尚硅谷_Hadoop-入门-两道面试题037.尚硅谷_Hadoop-入门-集群时间同步038.尚硅谷_Hadoop-入门-常见问题总结039.尚硅谷_Hadoop-HDFS-课程介绍040.尚硅谷_Hadoop-HDFS-产生背景和定义041.尚硅谷_Hadoop-HDFS-优缺点042.尚硅谷_Hadoop-HDFS-组成043.尚硅谷_Hadoop-HDFS-文件块大小044.尚硅谷_Hadoop-HDFS-Shell命令上传045.尚硅谷_Hadoop-HDFS-Shell命令下载&直接操作046.尚硅谷_Hadoop-HDFS-API环境准备047.尚硅谷_Hadoop-HDFS-API创建文件夹048.尚硅谷_Hadoop-HDFS-API上传049.尚硅谷_Hadoop-HDFS-API参数的优先级050.尚硅谷_Hadoop-HDFS-API文件下载051.尚硅谷_Hadoop-HDFS-API文件删除052.尚硅谷_Hadoop-HDFS-API文件更名和移动053.尚硅谷_Hadoop-HDFS-API文件详情查看054.尚硅谷_Hadoop-HDFS-API文件和文件夹判断055.尚硅谷_Hadoop-HDFS-写数据流程056.尚硅谷_Hadoop-HDFS-节点距离计算057.尚硅谷_Hadoop-HDFS-机架感知(副本存储节点选择)058.尚硅谷_Hadoop-HDFS-读数据流程059.尚硅谷_Hadoop-HDFS-NN和2NN工作机制060.尚硅谷_Hadoop-HDFS-FsImage镜像文件061.尚硅谷_Hadoop-HDFS-Edits编辑日志062.尚硅谷_Hadoop-HDFS-检查点时间设置063.尚硅谷_Hadoop-HDFS-DN工作机制064.尚硅谷_Hadoop-HDFS-数据完整性065.尚硅谷_Hadoop-HDFS-掉线时限参数设置066.尚硅谷_Hadoop-HDFS-总结067.尚硅谷_Hadoop-MapReduce-课程介绍068.尚硅谷_Hadoop-MapReduce-概述&优点缺点069.尚硅谷_Hadoop-MapReduce-核心思想070.尚硅谷_Hadoop-MapReduce-官方WC源码&序列化类型071.尚硅谷_Hadoop-MapReduce-编程规范072.尚硅谷_Hadoop-MapReduce-WordCount案例需求分析073.尚硅谷_Hadoop-MapReduce-WordCount案例环境准备074.尚硅谷_Hadoop-MapReduce-WordCount案例Mapper075.尚硅谷_Hadoop-MapReduce-WordCount案例Reducer076.尚硅谷_Hadoop-MapReduce-WordCount案例Driver077.尚硅谷_Hadoop-MapReduce-WordCount案例Debug调试078.尚硅谷_Hadoop-MapReduce-WordCount案例集群运行079.尚硅谷_Hadoop-MapReduce-序列化概述080.尚硅谷_Hadoop-MapReduce-自定义序列化步骤081.尚硅谷_Hadoop-MapReduce-序列化案例需求分析082.尚硅谷_Hadoop-MapReduce-序列化案例FlowBean083.尚硅谷_Hadoop-MapReduce-序列化案例FlowMapper084.尚硅谷_Hadoop-MapReduce-序列化案例FlowReducer085.尚硅谷_Hadoop-MapReduce-序列化案例FlowDriver086.尚硅谷_Hadoop-MapReduce-序列化案例debug调试087.尚硅谷_Hadoop-MapReduce-切片机制与MapTask并行度决定机制088.尚硅谷_Hadoop-MapReduce-Job提交流程089.尚硅谷_Hadoop-MapReduce-切片源码090.尚硅谷_Hadoop-MapReduce-切片源码总结091.尚硅谷_Hadoop-MapReduce-FileInputFormat切片机制092.尚硅谷_Hadoop-MapReduce-TextInputFormat093.尚硅谷_Hadoop-MapReduce-CombineTextInputFormat094.尚硅谷_Hadoop-MapReduce-MapReduce工作流程095.尚硅谷_Hadoop-MapReduce-Shuffle机制096.尚硅谷_Hadoop-MapReduce-默认HashPartitioner分区097.尚硅谷_Hadoop-MapReduce-自定义分区案例098.尚硅谷_Hadoop-MapReduce-分区数与Reduce个数的总结099.尚硅谷_Hadoop-MapReduce-排序概述100.尚硅谷_Hadoop-MapReduce-全排序案例101.尚硅谷_Hadoop-MapReduce-二次排序案例102.尚硅谷_Hadoop-MapReduce-区内排序案例103.尚硅谷_Hadoop-MapReduce-Combiner概述104.尚硅谷_Hadoop-MapReduce-Combiner案例105.尚硅谷_Hadoop-MapReduce-outputformat概述106.尚硅谷_Hadoop-MapReduce-自定义outputformat案例需求分析107.尚硅谷_Hadoop-MapReduce-自定义outputformat案例mapper&reducer108.尚硅谷_Hadoop-MapReduce-自定义outputformat案例执行109.尚硅谷_Hadoop-MapReduce-MapTask工作机制110.尚硅谷_Hadoop-MapReduce-ReduceTask工作机制&并行度111.尚硅谷_Hadoop-MapReduce-MapTask源码112.尚硅谷_Hadoop-MapReduce-ReduceTask源码113.尚硅谷_Hadoop-MapReduce-ReduceJoin案例需求分析114.尚硅谷_Hadoop-MapReduce-ReduceJoin案例TableBean115.尚硅谷_Hadoop-MapReduce-ReduceJoin案例Mapper116.尚硅谷_Hadoop-MapReduce-ReduceJoin案例完成117.尚硅谷_Hadoop-MapReduce-ReduceJoin案例debug118.尚硅谷_Hadoop-MapReduce-MapJoin案例需求分析119.尚硅谷_Hadoop-MapReduce-MapJoin案例完成120.尚硅谷_Hadoop-MapReduce-MapJoin案例debug121.尚硅谷_Hadoop-MapReduce-ETL数据清洗案例122.尚硅谷_Hadoop-MapReduce-MapReduce开发总结123.尚硅谷_Hadoop-MapReduce-压缩概述124.尚硅谷_Hadoop-MapReduce-压缩案例实操125.尚硅谷_Hadoop-Yarn-课程介绍126.尚硅谷_Hadoop-Yarn-基础架构127.尚硅谷_Hadoop-Yarn-工作机制128.尚硅谷_Hadoop-Yarn-全流程作业129.尚硅谷_Hadoop-Yarn-FIFO调度器130.尚硅谷_Hadoop-Yarn-容量调度器131.尚硅谷_Hadoop-Yarn-公平调度器132.尚硅谷_Hadoop-Yarn-常用命令133.尚硅谷_Hadoop-Yarn-生产环境核心参数配置134.尚硅谷_Hadoop-Yarn-Linux集群快照135.尚硅谷_Hadoop-Yarn-生产环境核心参数配置案例136.尚硅谷_Hadoop-Yarn-生产环境多队列创建&好处137.尚硅谷_Hadoop-Yarn-容量调度器多队列案例138.尚硅谷_Hadoop-Yarn-容量调度器任务优先级139.尚硅谷_Hadoop-Yarn-公平调度器案例140.尚硅谷_Hadoop-Yarn-Tool接口案例环境准备141.尚硅谷_Hadoop-Yarn-Tool接口案例完成142.尚硅谷_Hadoop-Yarn-课程总结143.尚硅谷_Hadoop-生产调优手册-核心参数-NN内存配置144.尚硅谷_Hadoop-生产调优手册-核心参数-NN心跳并发配置145.尚硅谷_Hadoop-生产调优手册-核心参数-开启回收站146.尚硅谷_Hadoop-生产调优手册-HDFS压测环境准备147.尚硅谷_Hadoop-生产调优手册-HDFS读写压测148.尚硅谷_Hadoop-生产调优手册-NN多目录配置149.尚硅谷_Hadoop-生产调优手册-DN多目录及磁盘间数据均衡150.尚硅谷_Hadoop-生产调优手册-添加白名单151.尚硅谷_Hadoop-生产调优手册-服役新服务器152.尚硅谷_Hadoop-生产调优手册-服务器间数据均衡153.尚硅谷_Hadoop-生产调优手册-黑名单退役服务器154.尚硅谷_Hadoop-生产调优手册-存储优化-5台服务器准备155.尚硅谷_Hadoop-生产调优手册-存储优化-纠删码原理156.尚硅谷_Hadoop-生产调优手册-存储优化-纠删码案例157.尚硅谷_Hadoop-生产调优手册-存储优化-异构存储概述158.尚硅谷_Hadoop-生产调优手册-存储优化-异构存储案例实操159.尚硅谷_Hadoop-生产调优手册-NameNode故障处理160.尚硅谷_Hadoop-生产调优手册-集群安全模式&磁盘修复161.尚硅谷_Hadoop-生产调优手册-慢磁盘监控162.尚硅谷_Hadoop-生产调优手册-小文件归档163.尚硅谷_Hadoop-生产调优手册-集群数据迁移164.尚硅谷_Hadoop-生产调优手册-MR跑的慢的原因165.尚硅谷_Hadoop-生产调优手册-MR常用调优参数166.尚硅谷_Hadoop-生产调优手册-MR数据倾斜问题167.尚硅谷_Hadoop-生产调优手册-Yarn生产经验168.尚硅谷_Hadoop-生产调优手册-HDFS小文件优化方法169.尚硅谷_Hadoop-生产调优手册-MapReduce集群压测170.尚硅谷_Hadoop-生产调优手册-企业开发场景案例171.尚硅谷_Hadoop-源码解析-RPC通信原理解析172.尚硅谷_Hadoop-源码解析-NameNode启动源码解析173.尚硅谷_Hadoop-源码解析-DataNode启动源码解析174.尚硅谷_Hadoop-源码解析-HDFS上传源码-整体介绍175.尚硅谷_Hadoop-源码解析-HDFS上传源码-create176.尚硅谷_Hadoop-源码解析-HDFS上传源码-write177.尚硅谷_Hadoop-源码解析-Yarn源码解析178.尚硅谷_Hadoop-源码解析-Hadoop源码编译