May 2025
Intermediate to advanced
310 pages
4h 4m
Chinese
Content preview from 使用 Apache Flink 进行流处理Become an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
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索引
A
- 添加 Flink 内部依赖关系，包括外部依赖 关系和 Flink 依赖关系
- 聚合操作、滚动聚合、滚动聚合
- 亚马逊 S3、文件系统配置
- 分析处理，分析处理
- 异常检测、事件驱动应用程序
- Apache Calcite、表 API 和关系分析 SQL
- Apache Cassandra、Apache Cassandra Sink 连接器-Apache CassandraSink 连接器
- Apache Flink
- 架构，ApacheFlink 的架构-摘要
- 基本 Flink 应用程序,运行您的第一个 Flink 应用程序-运行您的第一个 Flink 应用程序
- 的好处、有状态流处理简介、快速了解 Flink
- 社区资源,欢迎的社区
- 你好，Flink！示例，你好，Flink！-执行
- 操作 Flink 和流媒体应用程序--摘要
- 实际应用案例、有状态流处理
- 资源，何去何从？-聚会和会议
- Web UI、Flink Web UI
- Apache Flink 架构
- 检查点、保存点和状态恢复，检查点、保存点和状态恢复-从保存点 启动应用程序
- Flink 中的数据传输，Flink-任务链中 的数据传输
- 事件-时间处理、事件-时间处理-时间戳分配和水印生成
- 状态管理，状态管理--扩展有状态操作符
- 系统架构，系统架构--工作管理器故障
- Apache Hadoop YARN、分析处理、Apache Hadoop YARN、与 Hadoop 组件集成
- Apache Kafka
- 与 Flink、状态流处理兼容
- 水槽连接器，Apache Kafka 水槽连接器-ApacheKafka Sink Connector
- 源连接器，Apache Kafka 源连接器-ApacheKafka 源连接器
- Apache ZooKeeper、JobManager 故障、高可用设置
- 应用部署
- 配置日志记录行为，配置日志记录行为
- 控制任务调度，控制任务调度--定义时隙共享组
- 调试应用程序，在集成开发环境中调试 Flink 应用程序
- 部署模式,部署模式-Kubernetes
- 演进有状态应用程序，演进有状态应用程序--修改操作器的状态
- 执行应用程序，执行
- 监控集群和应用程序，监控 Flink 集群和应用程序--监控延迟
- 运行和管理应用程序，运行和管理流媒体应用程序-在 Kubernetes 上 运行特定于作业的 Docker 映像
- 在集成开发环境中运行应用程序，在集成开发环境中运行 Flink 应用程序
- 调整检查点和恢复,调整检查点和恢复-本地恢复
- 带 周期性水印的 AssignerWithPeriodicWatermarks函数、时间戳分配和水印生成、带周期性水印的 Assigner
- AssignerWithPunctuatedWatermarks 函数、时间戳 分配和水印生成、带标点水印的分配器
- 异步检查点，检查点的性能影响
- 最少一次结果保证,最少一次,检查点的性能影响
- 最多一次结果保证，最多一次
- 认证、安全
B
- 背压、吞吐量
- 障碍对齐、Flink 的检查点算法
- 批处理，批处理数据集 API
- 有界区间、Windows 操作符
- 有界无序时间戳提取器，带周期性水印的分配器
- 广播数据交换策略,数据交换策略,分配转换
- 广播状态、操作员状态、连接、coMap 和 coFlatMap、使用连接的广播状态
C
- 案例类、支持的数据类型、字段表达式
- Chandy-Lamport 算法、Flink 的检查点算法
- CheckpointedFunction 接口,使用 CheckpointedFunction 接口,可重置源函数
- 检查点和恢复
- 异步检查点，检查点的性能影响
- 障碍对齐、Flink 的检查点算法
- 检查点障碍，Flink 的检查点算法
- 检查点算法 ...
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O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.