Apache Kafka Series - Kafka Streams for Data Processing [Video]
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Free ChapterKafka Streams - First Look
-
End to End Kafka Streams Application - Word Count
- Section Objective
- Kafka Streams Core Concepts
- Environment and IDE Setup: Java 8, Maven, IntelliJ IDEA
- Starter Project Setup
- Kafka Streams Application Properties
- Java 8 Lambda Functions - quick overview
- Word Count Application Topology
- Printing the Kafka Streams Topology
- Kafka Streams Graceful Shutdown
- Running Application from IntelliJ IDEA
- Debugging Application from IntelliJ IDEA
- Internal Topics for our Kafka Streams Application
- Packaging the application as Fat Jar & Running the Fat Jar
- Scaling our Application
- Section Wrap-Up
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KStreams and KTables Simple Operations (Stateless)
- Section Objectives
- KStream & KTables
- Stateless vs Stateful Operations
- MapValues / Map
- Filter / FilterNot
- FlatMapValues / FlatMap
- Branch
- SelectKey
- Reading from Kafka
- Writing to Kafka
- Streams Marked for Re-Partition
- Refresher on Log Compaction
- KStream and KTables Duality
- Transforming a KTable to a KStream
- Transforming a KStream to a KTable
- Section Summary
-
Practice Exercise – FavouriteColour
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KStreams and KTables Advanced Operations (Stateful)
-
Exactly Once Semantics – Theory
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Exactly Once Semantics - Practice Exercise – BankBalance
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Joins - KStream to GlobalKTable example
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Testing your Kafka Streams Application
-
Next Steps
About this
video
The new volume in the Apache Kafka Series! Learn the Kafka Streams data-processing library, for Apache Kafka. Join hundreds of knowledge savvy students in learning one of the most promising data-processing libraries on Apache Kafka. This course is based on Java 8, and will include one example in Scala. Kafka Streams is Java-based and therefore is not suited for any other programming language. This course is the first and only available Kafka Streams course on the web. Get it now to become a Kafka expert!
- Publication date:
- May 2018
- Publisher
- Packt
- Duration
- 4 hours 46 minutes
- ISBN
- 9781789343496
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