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spark-scala-maven-2.4.0's Introduction

SPARK 2.4.0 学习笔记分享

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Spark2.4.0源码分析时序图

前置条件

  • Hadoop版本: hadoop-2.9.2
  • Spark版本: spark-2.4.0-bin-hadoop2.7
  • Hive版本: apache-hive-3.1.1-bin
  • JDK.1.8.0_191
  • scala2.11.12

Spark 环境配置

大数据开发工具介绍

Spark 2.4.0 standalone 模式安装

Spark 2.4.0 编程指南

快速入门(Quick Start)

  • a quick introduction to the Spark API; start here!
  • 快速介绍Spark API;从这里开始

Spark 2.4.0 编程指南--快速入门

<iframe width="800" height="500" src="//player.bilibili.com/player.html?aid=38193405&cid=67137841&page=2" scrolling="no" border="0" frameborder="no" framespacing="0" allowfullscreen="true"> </iframe>

Spark SQL, Datasets, and DataFrames

  • processing structured data with relational queries (newer API than RDDs)
  • 使用关系查询处理结构化数据(比RDD更新的API)

Spark 2.4.0编程指南--spark sql入门

<iframe width="800" height="500" src="//player.bilibili.com/player.html?aid=38193405&cid=67137841&page=3" scrolling="no" border="0" frameborder="no" framespacing="0" allowfullscreen="true"> </iframe>

Spark 2.4.0编程指南--Spark SQL UDF和UDAF

Spark 2.4.0 集成Hive 2.3.4

Spark 2.4.0编程指南--Spark DataSources

Spark 2.4.0 源码分析(建设中)

Spark2.4.0 Dataset head 源码分析

<iframe width="800" height="500" src="//player.bilibili.com/player.html?aid=38193405&cid=68636905&page=6" scrolling="no" border="0" frameborder="no" framespacing="0" allowfullscreen="true"> </iframe> <iframe width="800" height="500" src="//player.bilibili.com/player.html?aid=38193405&cid=68636905&page=7" scrolling="no" border="0" frameborder="no" framespacing="0" allowfullscreen="true"> </iframe>

Spark2.4.0 SparkEnv 源码分析

Spark2.4.0 SparkContext 源码分析

Spark2.4.0 SparkSession 源码分析

Spark2.4.0 QueryExecution 源码分析

Spark2.4.0 Spark2.4.0源码分析之 Dataset.count

Spark2.4.0 WorldCount 源码分析

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