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51CTO学院.徐葳《Flink入门及实战(上+下)2018年12月》2019

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发表于 2019-12-12 22:45:34 | 显示全部楼层 |阅读模式
  • 课程目标
  • 《Flink进阶及实战》课程主要讲述了Flink实时框架的基本操作使用以及案例实战开发。
  • 适用人群
  • 对大数据、实时计算感兴趣的同学,需要具备一定的编程基础(java\scala)。
  • 课程简介
  • 本套课程基于Flink**版本V1.6.1

    本套课程主要针对Flink进阶及实战下半部分内容进行讲解,侧重于实战演练。

Flink进阶及实战(下)-课程安排


1:课程内容介绍
2:DataStreamAPI之source讲解-(java代码)
3:DataStreamAPI之自定义source-1-(java代码)
4:DataStreamAPI之自定义source-2-(java代码)
5:DataStreamAPI之transformation-(java代码)
6:DataStreamAPI之partition-(java代码)
7:DataStreamAPI之sink-(java代码)
8:DataStreamAPI之source-(scala代码)
9:DataStreamAPI之transformation-(scala代码)
10:DataStreamAPI之partition-(scala代码)
11:DataStreamAPI之sink-(scala代码)
12:DataSetAPI之transformation-1-(java代码)
13:DataSetAPI之transformation-2-(java代码)
14:DataSetAPI之partition-(java代码)
15:DataSetAPI之transformation-1-(scala代码)
16:DataSetAPI之transformation-2-(scala代码)
17:TableApi简介+Flink支持的dataType和序列化
18:Flink Broadcast广播变量-(java代码)
19:Flink Broadcast广播变量-(scala代码)
20:Flink Accumulators-Counters-(java代码)
21:Flink Accumulators-Counters-(scala代码)
22:Flink Distributed Cache-(java+scala代码)
23:Flink state之keyedState分析
24:Flink state之operatorState分析
25:Flink checkPoint分析
26:Flink state backend详细分析
27:Flink state backend实战演示
28:Flink Restart Strategies(重启策略)分析
29:Flink 从checkpoint恢复数据
30:Flink savePoint的使用详解
31:Flink window详解
32:Flink time介绍
33:Flink watermark介绍
34:Flink watermark解决乱序数据-1
35:Flink watermark解决乱序数据-2
36:Flink parallelism并行度分析
37:Flink UI界面介绍
38:Flink kafka-connector分析
39:Flink kafka-connector代码操作-(java代码)
40:Flink kafka-connector代码操作-(scala代码)
41:Flink 生产环境配置介绍
42:实战需求分析(数据清洗[实时ETL])
43:数据清洗[实时ETL]-java代码实现-1
44:数据清洗[实时ETL]-java代码实现-2
45:数据清洗[实时ETL]-java代码提交集群运行

46:数据清洗[实时ETL]-把任务提交命令封装成脚本
47:数据清洗[实时ETL]-scala代码实现
48:实战需求分析(数据报表)
49:数据报表-java代码实现-1
50:数据报表-java代码实现-2
51:数据报表-es和kibana的安装
52:数据报表-运行任务
53:数据报表-执行脚本封装
54:数据报表-scala代码实现
55:项目代码地址

本次授课,考虑到大多数学员是java程序员,会基于java代码+scala代码讲解。

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发表于 2019-12-13 09:00:53 | 显示全部楼层

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发表于 2019-12-13 21:06:14 | 显示全部楼层
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发表于 2019-12-17 11:17:19 | 显示全部楼层
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