Stream Processing: Hands-on with Apache Flink
Stream Processing: Hands-on with Apache Flink
About the Book
This is a complete hands-on book about Apache Flink.
The book follows real-life use cases and you will learn how to create end-to-end stream processing pipelines.
We will be using Redpanda and Apache Kafka - along with other technologies - so an understanding of Apache Kafka and Redpanda concepts like topics/partitions and producers/consumers is nice to have.
The book is designed to teach you the theory and the practicals as fast as possible. The reader should be able to get from zero to production-ready applications fast with enough practice on the concepts introduced in the book, along with having enough knowledge to debug and troubleshoot when things go wrong.
Hope you will enjoy it and use it as a guide in your journey in the land of streams.
About the Author
Table of Contents
- Introduction
- In the land of streams
- The Streaming Layer: Redpanda
- Flink’s Runtime
- Summary
- Foundations of Flink SQL
- Streaming SQL Semantics
- Flink SQL Logical Components
- Running SQL Queries
- Operators
- The TableEnvironment
- Summary
- Computations over Unbounded Data Streams
- The Notion of Time
- Time Windows
- What is a Watermark?
- How do watermarks work?
- Watermark Generation
- Watermark Propagation
- Idle Sources
- Summary
- Dynamic Table Joins
- Introduction
- Regular Joins
- Interval Joins
- Temporal Joins
- Lookup Joins
- Summary
- User Defined Functions
- Scalar Functions
- Table Functions
- Aggregate & Table Aggregate Functions
- External Service Lookup UDF
- Summary
- The Datastream API
- Sources
- Datastream Operators
- Merging Multiple Streams
- Event Buffering & Enrichment
- Handling Late Arriving Data
- Summary
- Fault Tolerance
- Why the need for checkpoints?
- Failure in Practise
- Flink’s Checkpointing Algorithm
- Aligned and Unaligned Checkpoints
- Checkpoints vs. Savepoints
- Summary
- State Backends
- State Backends
- Using RocksDB
- Inspecting RocksDB
- Tuning and Troubleshooting
- Summary
- Monitoring and Troubleshooting
- Metrics System
- Prometheus and Grafana Setup
- Setting up Flink Dashboards
- Troubleshooting tips
- Summary
- Introduction
The Leanpub 60 Day 100% Happiness Guarantee
Within 60 days of purchase you can get a 100% refund on any Leanpub purchase, in two clicks.
Now, this is technically risky for us, since you'll have the book or course files either way. But we're so confident in our products and services, and in our authors and readers, that we're happy to offer a full money back guarantee for everything we sell.
You can only find out how good something is by trying it, and because of our 100% money back guarantee there's literally no risk to do so!
So, there's no reason not to click the Add to Cart button, is there?
See full terms...
Earn $8 on a $10 Purchase, and $16 on a $20 Purchase
We pay 80% royalties on purchases of $7.99 or more, and 80% royalties minus a 50 cent flat fee on purchases between $0.99 and $7.98. You earn $8 on a $10 sale, and $16 on a $20 sale. So, if we sell 5000 non-refunded copies of your book for $20, you'll earn $80,000.
(Yes, some authors have already earned much more than that on Leanpub.)
In fact, authors have earnedover $14 millionwriting, publishing and selling on Leanpub.
Learn more about writing on Leanpub
Free Updates. DRM Free.
If you buy a Leanpub book, you get free updates for as long as the author updates the book! Many authors use Leanpub to publish their books in-progress, while they are writing them. All readers get free updates, regardless of when they bought the book or how much they paid (including free).
Most Leanpub books are available in PDF (for computers) and EPUB (for phones, tablets and Kindle). The formats that a book includes are shown at the top right corner of this page.
Finally, Leanpub books don't have any DRM copy-protection nonsense, so you can easily read them on any supported device.
Learn more about Leanpub's ebook formats and where to read them
