https://github.com/java-edge/flink-tutorial

第四代大数据计算引擎Flink - 从入门到实战
https://github.com/java-edge/flink-tutorial

flink flink-dataset flink-examples flink-streaming

Last synced: 3 months ago
JSON representation

第四代大数据计算引擎Flink - 从入门到实战

• Host: GitHub
• URL: https://github.com/java-edge/flink-tutorial
• Owner: Java-Edge
• Created: 2019-05-05T15:10:52.000Z (about 6 years ago)
• Default Branch: master
• Last Pushed: 2024-08-02T05:16:05.000Z (11 months ago)
• Last Synced: 2025-03-18T02:12:32.710Z (3 months ago)
• Topics: flink, flink-dataset, flink-examples, flink-streaming
• Language: Java
• Homepage:
• Size: 44.9 KB
• Stars: 7
• Watchers: 3
• Forks: 3
• Open Issues: 2
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

README

        
# Flink 从入门到实战 - Scala/Java双语言版本

## 1 核心知识点

![](https://upload-images.jianshu.io/upload_images/16782311-dc4156dc0a34d557.png?imageMogr2/auto-orient/strip%7CimageView2/2/w/1240)

### 编程模型及核心概念

Flink中的DataSet & DataStream

Flink编程模型、延迟执行

Flink中支持的数据类型

![](https://upload-images.jianshu.io/upload_images/16782311-77ad64efc672f89b.png?imageMogr2/auto-orient/strip%7CimageView2/2/w/1240)

### DataSet API编程

DataSet中的Data Source、Sink

Transformation核心应用

计时器/分布式缓存 实现

  

![](https://upload-images.jianshu.io/upload_images/16782311-6d7c1b11f42bb125.png?imageMogr2/auto-orient/strip%7CimageView2/2/w/1240)

### DataStream API编程

DataStream中的Data Source及自定义实现

Sink及自定义实现

Transformation核心应用

 

![](https://upload-images.jianshu.io/upload_images/16782311-8ec74ae8f1b686da.png?imageMogr2/auto-orient/strip%7CimageView2/2/w/1240)

### Flink Table API&SQL编程

Flink关系型API介绍

Table&SQL API开发

Table&SQL API其他功能

 

![](https://upload-images.jianshu.io/upload_images/16782311-7f673e9fb901a151.png?imageMogr2/auto-orient/strip%7CimageView2/2/w/1240)

### Flink中的Time及Windows操作

三种不同Time详解

滚动和滑动窗口详解

Watermark介绍

 

![](https://upload-images.jianshu.io/upload_images/16782311-1dee3dc2f29a8999.png?imageMogr2/auto-orient/strip%7CimageView2/2/w/1240)

## Flink Connectors

Connector概述

HDFS Connector的使用

Kafka Connector的使用

 

![](https://upload-images.jianshu.io/upload_images/16782311-65c383eff6cb9976.png?imageMogr2/auto-orient/strip%7CimageView2/2/w/1240)

## Flink部署及作业提交

Flink单机模式、Standalone模式、YARN模式

Flink作业提交 &常用配置

Flink cli的使用 & Flink UI

 

![](https://upload-images.jianshu.io/upload_images/16782311-1be0e7fd53094a82.png?imageMogr2/auto-orient/strip%7CimageView2/2/w/1240)

## Flink监控及调优

Flink常见的监控方式

常见的Flink调优策略

# 2 公司都在用Flink

![](https://upload-images.jianshu.io/upload_images/16782311-9447a7c96178832b.png?imageMogr2/auto-orient/strip%7CimageView2/2/w/1240)

## X 交流学习

### [Github](https://github.com/Java-Edge)