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全套大数据基础学习教程,包含最基础的centos、maven。大数据主要包含hdfs、mr、yarn、hbase、kafka、scala、sparkcore、sparkstreaming、sparksql。教程包含所有的源代码演示以及在线文档说明。

Home Page: https://liumingmusic.github.io/HadoopLearning/

License: MIT License

Java 47.33% Shell 0.94% Scala 51.73%
hadoop hdfs mapreduce maven centos yarn hbase spake2 scala sparkstreaming

hadooplearning's Introduction

1、基础教程

1.1、centos相关

  1. VM虚拟机和Centos系统安装
  2. linux常用命令讲解
  3. shell脚本编写入门

1.2、maven相关

  1. 安装部署基础概念
  2. 依赖聚合与继承
  3. 搭建管理与应用

2、大数据教程

2.1、hdfs教程

  1. 内部结构与读写原理
  2. 故障读写容错与备份机制
  3. HA高可用与Federation联邦

2.1、mapreduce教程

  1. 执行过程详解
  2. MR原理解析
  3. 分片混洗详解

3、剩余编写

  • HDFS入门、深入、Shell访问、Java API操作
  • MapReduce入门、深入、编程基础、编程进阶、实战分析和训练
  • Yarn入门、原理剖解和应用场景
  • Hbase存储原理、RowKey设计、协处理、Shell访问、Java API访问和Hbase性能调优
  • ElasticSearch入门、概念基础、基础原理、索引、映射、搜索、聚合和性能优化
  • Scala入门、函数、类、对象、特征、模式匹配、常用类和方法、异常处理、编程实战
  • Kafka入门、原理剖解、删除数据、消费数据、Shell访问和Java API访问
  • SparkCore技术原理、b编程模型、检查点、广播和累加器
  • sparkSQL简介、运行原理、程序开发、数据源、分布式引擎、数据类型、性能优化、实战训练
  • SparkStreaming简介、运行原理、数据源、性能、容错、实战操作
  • 日志收集分析项目
  • 实时数据处理项目

1、多模块构建

mvn install

初始化需要进行下载plugins相关的信息,后续可以过滤相关的下载以及测试代码

mvn -o install (将会离线打包)

mvn -DskipTests install (打包不执行测试用例)

mvn clean package -pb (打包使用不用环境下面的配置文件)

2、jar包运行(没有pom文件配置assembly)

java -cp hello_world-1.0-SNAPSHOT.jar com.liumm.hello.com.c503.base.Hbase_Base

3、私服搭建

下载私服ß 私服下载地址 解压进入目录 /Users/liuxm/E_lib/nexus-2.14.8-01-bundle/nexus-2.14.8-01/bin

执行命令 ./nexus start

关闭私服 ./nexus stop

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