Chapter 24 Advanced Analytics and Machine Learning OverviewThus far, we have covered fairly general data flow APIs. This part of the book will dive deeper into some of the more specific advanced ana ...

注：翻译时，最新Spark 2.0.0系列最新发行版是：2.4.5 OverviewStructured Streaming is a scalable and fault-tolerant stream processing engine built on the Spark SQL engine. You can express your streaming computation the s ...

Chapter 19 Performance Tuning 性能调优Chapter 18 covered the Spark user interface (UI) and basic first-aid for your Spark Application. Using the tools outlined in that chapter, you should be able to ens ...

Chapter 23 Structured Streaming in Production生产环境中的结构化流The previous chapters of this part of the book have covered Structured Streaming from a user’s perspective. Naturally this is the core of your ...

Chapter 18 Monitoring and Debugging 监控与调试This chapter covers the key details you need to monitor and debug your Spark Applications. To do this, we will walk through the Spark UI with an example quer ...

Chapter 17 Deploying SparkThis chapter explores the infrastructure you need in place for you and your team to be able to run Spark Applications: 本章将探讨您和您的团队能够运行Spark应用程序所需的基础架构： Cluster deployment ...