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Title: GitHub - github-oysl/BigData-Notes: 大数据入门指南 :star:

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Description: 大数据入门指南 :star:. Contribute to github-oysl/BigData-Notes development by creating an account on GitHub.

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大数据常用软件安装指南https://patch-diff.githubusercontent.com/github-oysl/BigData-Notes/blob/master/notes/%E5%A4%A7%E6%95%B0%E6%8D%AE%E5%B8%B8%E7%94%A8%E8%BD%AF%E4%BB%B6%E5%AE%89%E8%A3%85%E6%8C%87%E5%8D%97.md
https://patch-diff.githubusercontent.com/github-oysl/BigData-Notes#一hadoop
分布式文件存储系统 —— HDFShttps://patch-diff.githubusercontent.com/github-oysl/BigData-Notes/blob/master/notes/Hadoop-HDFS.md
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HDFS 常用 Shell 命令https://patch-diff.githubusercontent.com/github-oysl/BigData-Notes/blob/master/notes/HDFS%E5%B8%B8%E7%94%A8Shell%E5%91%BD%E4%BB%A4.md
HDFS Java API 的使用https://patch-diff.githubusercontent.com/github-oysl/BigData-Notes/blob/master/notes/HDFS-Java-API.md
基于 Zookeeper 搭建 Hadoop 高可用集群https://patch-diff.githubusercontent.com/github-oysl/BigData-Notes/blob/master/notes/installation/%E5%9F%BA%E4%BA%8EZookeeper%E6%90%AD%E5%BB%BAHadoop%E9%AB%98%E5%8F%AF%E7%94%A8%E9%9B%86%E7%BE%A4.md
https://patch-diff.githubusercontent.com/github-oysl/BigData-Notes#二hive
Hive 简介及核心概念https://patch-diff.githubusercontent.com/github-oysl/BigData-Notes/blob/master/notes/Hive%E7%AE%80%E4%BB%8B%E5%8F%8A%E6%A0%B8%E5%BF%83%E6%A6%82%E5%BF%B5.md
Linux 环境下 Hive 的安装部署https://patch-diff.githubusercontent.com/github-oysl/BigData-Notes/blob/master/notes/installation/Linux%E7%8E%AF%E5%A2%83%E4%B8%8BHive%E7%9A%84%E5%AE%89%E8%A3%85%E9%83%A8%E7%BD%B2.md
Hive CLI 和 Beeline 命令行的基本使用https://patch-diff.githubusercontent.com/github-oysl/BigData-Notes/blob/master/notes/HiveCLI%E5%92%8CBeeline%E5%91%BD%E4%BB%A4%E8%A1%8C%E7%9A%84%E5%9F%BA%E6%9C%AC%E4%BD%BF%E7%94%A8.md
Hive 常用 DDL 操作https://patch-diff.githubusercontent.com/github-oysl/BigData-Notes/blob/master/notes/Hive%E5%B8%B8%E7%94%A8DDL%E6%93%8D%E4%BD%9C.md
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Hive 数据查询详解https://patch-diff.githubusercontent.com/github-oysl/BigData-Notes/blob/master/notes/Hive%E6%95%B0%E6%8D%AE%E6%9F%A5%E8%AF%A2%E8%AF%A6%E8%A7%A3.md
https://patch-diff.githubusercontent.com/github-oysl/BigData-Notes#三spark
Spark 简介https://patch-diff.githubusercontent.com/github-oysl/BigData-Notes/blob/master/notes/Spark%E7%AE%80%E4%BB%8B.md
Spark 开发环境搭建https://patch-diff.githubusercontent.com/github-oysl/BigData-Notes/blob/master/notes/installation/Spark%E5%BC%80%E5%8F%91%E7%8E%AF%E5%A2%83%E6%90%AD%E5%BB%BA.md
弹性式数据集 RDDhttps://patch-diff.githubusercontent.com/github-oysl/BigData-Notes/blob/master/notes/Spark_RDD.md
RDD 常用算子详解https://patch-diff.githubusercontent.com/github-oysl/BigData-Notes/blob/master/notes/Spark_Transformation%E5%92%8CAction%E7%AE%97%E5%AD%90.md
Spark 运行模式与作业提交https://patch-diff.githubusercontent.com/github-oysl/BigData-Notes/blob/master/notes/Spark%E9%83%A8%E7%BD%B2%E6%A8%A1%E5%BC%8F%E4%B8%8E%E4%BD%9C%E4%B8%9A%E6%8F%90%E4%BA%A4.md
Spark 累加器与广播变量https://patch-diff.githubusercontent.com/github-oysl/BigData-Notes/blob/master/notes/Spark%E7%B4%AF%E5%8A%A0%E5%99%A8%E4%B8%8E%E5%B9%BF%E6%92%AD%E5%8F%98%E9%87%8F.md
基于 Zookeeper 搭建 Spark 高可用集群https://patch-diff.githubusercontent.com/github-oysl/BigData-Notes/blob/master/notes/installation/Spark%E9%9B%86%E7%BE%A4%E7%8E%AF%E5%A2%83%E6%90%AD%E5%BB%BA.md
DateFrame 和 DataSet https://patch-diff.githubusercontent.com/github-oysl/BigData-Notes/blob/master/notes/SparkSQL_Dataset%E5%92%8CDataFrame%E7%AE%80%E4%BB%8B.md
Structured API 的基本使用https://patch-diff.githubusercontent.com/github-oysl/BigData-Notes/blob/master/notes/Spark_Structured_API%E7%9A%84%E5%9F%BA%E6%9C%AC%E4%BD%BF%E7%94%A8.md
Spark SQL 外部数据源https://patch-diff.githubusercontent.com/github-oysl/BigData-Notes/blob/master/notes/SparkSQL%E5%A4%96%E9%83%A8%E6%95%B0%E6%8D%AE%E6%BA%90.md
Spark SQL 常用聚合函数https://patch-diff.githubusercontent.com/github-oysl/BigData-Notes/blob/master/notes/SparkSQL%E5%B8%B8%E7%94%A8%E8%81%9A%E5%90%88%E5%87%BD%E6%95%B0.md
Spark SQL JOIN 操作https://patch-diff.githubusercontent.com/github-oysl/BigData-Notes/blob/master/notes/SparkSQL%E8%81%94%E7%BB%93%E6%93%8D%E4%BD%9C.md
Spark Streaming 简介https://patch-diff.githubusercontent.com/github-oysl/BigData-Notes/blob/master/notes/Spark_Streaming%E4%B8%8E%E6%B5%81%E5%A4%84%E7%90%86.md
Spark Streaming 基本操作https://patch-diff.githubusercontent.com/github-oysl/BigData-Notes/blob/master/notes/Spark_Streaming%E5%9F%BA%E6%9C%AC%E6%93%8D%E4%BD%9C.md
Spark Streaming 整合 Flumehttps://patch-diff.githubusercontent.com/github-oysl/BigData-Notes/blob/master/notes/Spark_Streaming%E6%95%B4%E5%90%88Flume.md
Spark Streaming 整合 Kafkahttps://patch-diff.githubusercontent.com/github-oysl/BigData-Notes/blob/master/notes/Spark_Streaming%E6%95%B4%E5%90%88Kafka.md
https://patch-diff.githubusercontent.com/github-oysl/BigData-Notes#四storm
Storm 和流处理简介https://patch-diff.githubusercontent.com/github-oysl/BigData-Notes/blob/master/notes/Storm%E5%92%8C%E6%B5%81%E5%A4%84%E7%90%86%E7%AE%80%E4%BB%8B.md
Storm 核心概念详解https://patch-diff.githubusercontent.com/github-oysl/BigData-Notes/blob/master/notes/Storm%E6%A0%B8%E5%BF%83%E6%A6%82%E5%BF%B5%E8%AF%A6%E8%A7%A3.md
Storm 单机环境搭建https://patch-diff.githubusercontent.com/github-oysl/BigData-Notes/blob/master/notes/installation/Storm%E5%8D%95%E6%9C%BA%E7%8E%AF%E5%A2%83%E6%90%AD%E5%BB%BA.md
Storm 集群环境搭建https://patch-diff.githubusercontent.com/github-oysl/BigData-Notes/blob/master/notes/installation/Storm%E9%9B%86%E7%BE%A4%E7%8E%AF%E5%A2%83%E6%90%AD%E5%BB%BA.md
Storm 编程模型详解https://patch-diff.githubusercontent.com/github-oysl/BigData-Notes/blob/master/notes/Storm%E7%BC%96%E7%A8%8B%E6%A8%A1%E5%9E%8B%E8%AF%A6%E8%A7%A3.md
Storm 项目三种打包方式对比分析https://patch-diff.githubusercontent.com/github-oysl/BigData-Notes/blob/master/notes/Storm%E4%B8%89%E7%A7%8D%E6%89%93%E5%8C%85%E6%96%B9%E5%BC%8F%E5%AF%B9%E6%AF%94%E5%88%86%E6%9E%90.md
Storm 集成 Redis 详解https://patch-diff.githubusercontent.com/github-oysl/BigData-Notes/blob/master/notes/Storm%E9%9B%86%E6%88%90Redis%E8%AF%A6%E8%A7%A3.md
Storm 集成 HDFS/HBasehttps://patch-diff.githubusercontent.com/github-oysl/BigData-Notes/blob/master/notes/Storm%E9%9B%86%E6%88%90HBase%E5%92%8CHDFS.md
Storm 集成 Kafkahttps://patch-diff.githubusercontent.com/github-oysl/BigData-Notes/blob/master/notes/Storm%E9%9B%86%E6%88%90Kakfa.md
https://patch-diff.githubusercontent.com/github-oysl/BigData-Notes#五flink
Flink 核心概念综述https://patch-diff.githubusercontent.com/github-oysl/BigData-Notes/blob/master/notes/Flink%E6%A0%B8%E5%BF%83%E6%A6%82%E5%BF%B5%E7%BB%BC%E8%BF%B0.md
Flink 开发环境搭建https://patch-diff.githubusercontent.com/github-oysl/BigData-Notes/blob/master/notes/Flink%E5%BC%80%E5%8F%91%E7%8E%AF%E5%A2%83%E6%90%AD%E5%BB%BA.md
Flink Data Sourcehttps://patch-diff.githubusercontent.com/github-oysl/BigData-Notes/blob/master/notes/Flink_Data_Source.md
Flink Data Transformationhttps://patch-diff.githubusercontent.com/github-oysl/BigData-Notes/blob/master/notes/Flink_Data_Transformation.md
Flink Data Sinkhttps://patch-diff.githubusercontent.com/github-oysl/BigData-Notes/blob/master/notes/Flink_Data_Sink.md
Flink 窗口模型https://patch-diff.githubusercontent.com/github-oysl/BigData-Notes/blob/master/notes/Flink_Windows.md
Flink 状态管理与检查点机制https://patch-diff.githubusercontent.com/github-oysl/BigData-Notes/blob/master/notes/Flink%E7%8A%B6%E6%80%81%E7%AE%A1%E7%90%86%E4%B8%8E%E6%A3%80%E6%9F%A5%E7%82%B9%E6%9C%BA%E5%88%B6.md
Flink Standalone 集群部署https://patch-diff.githubusercontent.com/github-oysl/BigData-Notes/blob/master/notes/installation/Flink_Standalone_Cluster.md
https://patch-diff.githubusercontent.com/github-oysl/BigData-Notes#六hbase
Hbase 简介https://patch-diff.githubusercontent.com/github-oysl/BigData-Notes/blob/master/notes/Hbase%E7%AE%80%E4%BB%8B.md
HBase 系统架构及数据结构https://patch-diff.githubusercontent.com/github-oysl/BigData-Notes/blob/master/notes/Hbase%E7%B3%BB%E7%BB%9F%E6%9E%B6%E6%9E%84%E5%8F%8A%E6%95%B0%E6%8D%AE%E7%BB%93%E6%9E%84.md
HBase 基本环境搭建 (Standalone /pseudo-distributed mode)https://patch-diff.githubusercontent.com/github-oysl/BigData-Notes/blob/master/notes/installation/HBase%E5%8D%95%E6%9C%BA%E7%8E%AF%E5%A2%83%E6%90%AD%E5%BB%BA.md
HBase 集群环境搭建https://patch-diff.githubusercontent.com/github-oysl/BigData-Notes/blob/master/notes/installation/HBase%E9%9B%86%E7%BE%A4%E7%8E%AF%E5%A2%83%E6%90%AD%E5%BB%BA.md
HBase 常用 Shell 命令https://patch-diff.githubusercontent.com/github-oysl/BigData-Notes/blob/master/notes/Hbase_Shell.md
HBase Java APIhttps://patch-diff.githubusercontent.com/github-oysl/BigData-Notes/blob/master/notes/Hbase_Java_API.md
HBase 过滤器详解https://patch-diff.githubusercontent.com/github-oysl/BigData-Notes/blob/master/notes/Hbase%E8%BF%87%E6%BB%A4%E5%99%A8%E8%AF%A6%E8%A7%A3.md
HBase 协处理器详解https://patch-diff.githubusercontent.com/github-oysl/BigData-Notes/blob/master/notes/Hbase%E5%8D%8F%E5%A4%84%E7%90%86%E5%99%A8%E8%AF%A6%E8%A7%A3.md
HBase 容灾与备份https://patch-diff.githubusercontent.com/github-oysl/BigData-Notes/blob/master/notes/Hbase%E5%AE%B9%E7%81%BE%E4%B8%8E%E5%A4%87%E4%BB%BD.md
HBase的 SQL 中间层 —— Phoenixhttps://patch-diff.githubusercontent.com/github-oysl/BigData-Notes/blob/master/notes/Hbase%E7%9A%84SQL%E4%B8%AD%E9%97%B4%E5%B1%82_Phoenix.md
Spring/Spring Boot 整合 Mybatis + Phoenixhttps://patch-diff.githubusercontent.com/github-oysl/BigData-Notes/blob/master/notes/Spring+Mybtais+Phoenix%E6%95%B4%E5%90%88.md
https://patch-diff.githubusercontent.com/github-oysl/BigData-Notes#七kafka
Kafka 简介https://patch-diff.githubusercontent.com/github-oysl/BigData-Notes/blob/master/notes/Kafka%E7%AE%80%E4%BB%8B.md
基于 Zookeeper 搭建 Kafka 高可用集群https://patch-diff.githubusercontent.com/github-oysl/BigData-Notes/blob/master/notes/installation/%E5%9F%BA%E4%BA%8EZookeeper%E6%90%AD%E5%BB%BAKafka%E9%AB%98%E5%8F%AF%E7%94%A8%E9%9B%86%E7%BE%A4.md
Kafka 生产者详解https://patch-diff.githubusercontent.com/github-oysl/BigData-Notes/blob/master/notes/Kafka%E7%94%9F%E4%BA%A7%E8%80%85%E8%AF%A6%E8%A7%A3.md
Kafka 消费者详解https://patch-diff.githubusercontent.com/github-oysl/BigData-Notes/blob/master/notes/Kafka%E6%B6%88%E8%B4%B9%E8%80%85%E8%AF%A6%E8%A7%A3.md
深入理解 Kafka 副本机制https://patch-diff.githubusercontent.com/github-oysl/BigData-Notes/blob/master/notes/Kafka%E6%B7%B1%E5%85%A5%E7%90%86%E8%A7%A3%E5%88%86%E5%8C%BA%E5%89%AF%E6%9C%AC%E6%9C%BA%E5%88%B6.md
https://patch-diff.githubusercontent.com/github-oysl/BigData-Notes#八zookeeper
Zookeeper 简介及核心概念https://patch-diff.githubusercontent.com/github-oysl/BigData-Notes/blob/master/notes/Zookeeper%E7%AE%80%E4%BB%8B%E5%8F%8A%E6%A0%B8%E5%BF%83%E6%A6%82%E5%BF%B5.md
Zookeeper 单机环境和集群环境搭建https://patch-diff.githubusercontent.com/github-oysl/BigData-Notes/blob/master/notes/installation/Zookeeper%E5%8D%95%E6%9C%BA%E7%8E%AF%E5%A2%83%E5%92%8C%E9%9B%86%E7%BE%A4%E7%8E%AF%E5%A2%83%E6%90%AD%E5%BB%BA.md
Zookeeper 常用 Shell 命令https://patch-diff.githubusercontent.com/github-oysl/BigData-Notes/blob/master/notes/Zookeeper%E5%B8%B8%E7%94%A8Shell%E5%91%BD%E4%BB%A4.md
Zookeeper Java 客户端 —— Apache Curatorhttps://patch-diff.githubusercontent.com/github-oysl/BigData-Notes/blob/master/notes/Zookeeper_Java%E5%AE%A2%E6%88%B7%E7%AB%AFCurator.md
Zookeeper ACL 权限控制https://patch-diff.githubusercontent.com/github-oysl/BigData-Notes/blob/master/notes/Zookeeper_ACL%E6%9D%83%E9%99%90%E6%8E%A7%E5%88%B6.md
https://patch-diff.githubusercontent.com/github-oysl/BigData-Notes#九flume
Flume 简介及基本使用https://patch-diff.githubusercontent.com/github-oysl/BigData-Notes/blob/master/notes/Flume%E7%AE%80%E4%BB%8B%E5%8F%8A%E5%9F%BA%E6%9C%AC%E4%BD%BF%E7%94%A8.md
Linux 环境下 Flume 的安装部署https://patch-diff.githubusercontent.com/github-oysl/BigData-Notes/blob/master/notes/installation/Linux%E4%B8%8BFlume%E7%9A%84%E5%AE%89%E8%A3%85.md
Flume 整合 Kafkahttps://patch-diff.githubusercontent.com/github-oysl/BigData-Notes/blob/master/notes/Flume%E6%95%B4%E5%90%88Kafka.md
https://patch-diff.githubusercontent.com/github-oysl/BigData-Notes#十sqoop
Sqoop 简介与安装https://patch-diff.githubusercontent.com/github-oysl/BigData-Notes/blob/master/notes/Sqoop%E7%AE%80%E4%BB%8B%E4%B8%8E%E5%AE%89%E8%A3%85.md
Sqoop 的基本使用https://patch-diff.githubusercontent.com/github-oysl/BigData-Notes/blob/master/notes/Sqoop%E5%9F%BA%E6%9C%AC%E4%BD%BF%E7%94%A8.md
https://patch-diff.githubusercontent.com/github-oysl/BigData-Notes#十一azkaban
Azkaban 简介https://patch-diff.githubusercontent.com/github-oysl/BigData-Notes/blob/master/notes/Azkaban%E7%AE%80%E4%BB%8B.md
Azkaban3.x 编译及部署https://patch-diff.githubusercontent.com/github-oysl/BigData-Notes/blob/master/notes/installation/Azkaban_3.x_%E7%BC%96%E8%AF%91%E5%8F%8A%E9%83%A8%E7%BD%B2.md
Azkaban Flow 1.0 的使用https://patch-diff.githubusercontent.com/github-oysl/BigData-Notes/blob/master/notes/Azkaban_Flow_1.0_%E7%9A%84%E4%BD%BF%E7%94%A8.md
Azkaban Flow 2.0 的使用https://patch-diff.githubusercontent.com/github-oysl/BigData-Notes/blob/master/notes/Azkaban_Flow_2.0_%E7%9A%84%E4%BD%BF%E7%94%A8.md
https://patch-diff.githubusercontent.com/github-oysl/BigData-Notes#十二scala
Scala 简介及开发环境配置https://patch-diff.githubusercontent.com/github-oysl/BigData-Notes/blob/master/notes/Scala%E7%AE%80%E4%BB%8B%E5%8F%8A%E5%BC%80%E5%8F%91%E7%8E%AF%E5%A2%83%E9%85%8D%E7%BD%AE.md
基本数据类型和运算符https://patch-diff.githubusercontent.com/github-oysl/BigData-Notes/blob/master/notes/Scala%E5%9F%BA%E6%9C%AC%E6%95%B0%E6%8D%AE%E7%B1%BB%E5%9E%8B%E5%92%8C%E8%BF%90%E7%AE%97%E7%AC%A6.md
流程控制语句https://patch-diff.githubusercontent.com/github-oysl/BigData-Notes/blob/master/notes/Scala%E6%B5%81%E7%A8%8B%E6%8E%A7%E5%88%B6%E8%AF%AD%E5%8F%A5.md
数组 —— Arrayhttps://patch-diff.githubusercontent.com/github-oysl/BigData-Notes/blob/master/notes/Scala%E6%95%B0%E7%BB%84.md
集合类型综述https://patch-diff.githubusercontent.com/github-oysl/BigData-Notes/blob/master/notes/Scala%E9%9B%86%E5%90%88%E7%B1%BB%E5%9E%8B.md
常用集合类型之 —— List & Sethttps://patch-diff.githubusercontent.com/github-oysl/BigData-Notes/blob/master/notes/Scala%E5%88%97%E8%A1%A8%E5%92%8C%E9%9B%86.md
常用集合类型之 —— Map & Tuplehttps://patch-diff.githubusercontent.com/github-oysl/BigData-Notes/blob/master/notes/Scala%E6%98%A0%E5%B0%84%E5%92%8C%E5%85%83%E7%BB%84.md
类和对象https://patch-diff.githubusercontent.com/github-oysl/BigData-Notes/blob/master/notes/Scala%E7%B1%BB%E5%92%8C%E5%AF%B9%E8%B1%A1.md
继承和特质https://patch-diff.githubusercontent.com/github-oysl/BigData-Notes/blob/master/notes/Scala%E7%BB%A7%E6%89%BF%E5%92%8C%E7%89%B9%E8%B4%A8.md
函数 & 闭包 & 柯里化https://patch-diff.githubusercontent.com/github-oysl/BigData-Notes/blob/master/notes/Scala%E5%87%BD%E6%95%B0%E5%92%8C%E9%97%AD%E5%8C%85.md
模式匹配https://patch-diff.githubusercontent.com/github-oysl/BigData-Notes/blob/master/notes/Scala%E6%A8%A1%E5%BC%8F%E5%8C%B9%E9%85%8D.md
类型参数https://patch-diff.githubusercontent.com/github-oysl/BigData-Notes/blob/master/notes/Scala%E7%B1%BB%E5%9E%8B%E5%8F%82%E6%95%B0.md
隐式转换和隐式参数https://patch-diff.githubusercontent.com/github-oysl/BigData-Notes/blob/master/notes/Scala%E9%9A%90%E5%BC%8F%E8%BD%AC%E6%8D%A2%E5%92%8C%E9%9A%90%E5%BC%8F%E5%8F%82%E6%95%B0.md
https://patch-diff.githubusercontent.com/github-oysl/BigData-Notes#十三公共内容
大数据应用常用打包方式https://patch-diff.githubusercontent.com/github-oysl/BigData-Notes/blob/master/notes/%E5%A4%A7%E6%95%B0%E6%8D%AE%E5%BA%94%E7%94%A8%E5%B8%B8%E7%94%A8%E6%89%93%E5%8C%85%E6%96%B9%E5%BC%8F.md
https://patch-diff.githubusercontent.com/github-oysl/BigData-Notes#bookmark_tabs-后--记
资料分享与开发工具推荐https://patch-diff.githubusercontent.com/github-oysl/BigData-Notes/blob/master/notes/%E8%B5%84%E6%96%99%E5%88%86%E4%BA%AB%E4%B8%8E%E5%B7%A5%E5%85%B7%E6%8E%A8%E8%8D%90.md
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