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第四代大数据计算引擎Flink - 从入门到实战

Scala 47.43% Java 52.57%

flink-tutorial's Introduction

Flink 从入门到实战 - Scala/Java双语言版本

1 核心知识点

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

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

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

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

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

Flink Connectors

Connector概述

HDFS Connector的使用

Kafka Connector的使用

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

Flink监控及调优

Flink常见的监控方式

常见的Flink调优策略

2 以下知名公司都在使用Flink

X 交流学习

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