Book description
Overcome challenges in building transactional guarantees on rapidly changing data by using Apache Hudi. With this practical guide, data engineers, data architects, and software architects will discover how to seamlessly build an interoperable lakehouse from disparate data sources and deliver faster insights using their query engine of choice.
Authors Shiyan Xu, Prashant Wason, Sudha Saktheeswaran, and Rebecca Bilbro provide practical examples and insights to help you unlock the full potential of data lakehouses for different levels of analytics, from batch to interactive to streaming. You'll also learn how to evaluate storage choices and leverage built-in automated table optimizations to build, maintain, and operate production data applications.
This book helps you:
- Understand the need for transactional data lakehouses and the challenges associated with building them
- Get up to speed with Apache Hudi and learn how it makes building data lakehouses easy
- Explore data ecosystem support provided by Apache Hudi for popular data sources and query engines
- Perform different write and read operations on Apache Hudi tables and effectively use them for various use cases, including batch and stream applications
- Implement data engineering techniques to operate and manage Apache Hudi tables
- Apply different storage techniques and considerations, such as indexing and clustering to maximize your lakehouse performance
- Build end-to-end incremental data pipelines using Apache Hudi for faster ingestion and fresher analytics
Publisher resources
Product information
- Title: Apache Hudi: The Definitive Guide
- Author(s):
- Release date: October 2025
- Publisher(s): O'Reilly Media, Inc.
- ISBN: 9781098173838
You might also like
article
Run Llama-2 Models Locally with llama.cpp
Llama is Meta’s answer to the growing demand for LLMs. Unlike its well-known technological relative, ChatGPT, …
article
Use Github Copilot for Prompt Engineering
Using GitHub Copilot can feel like magic. The tool automatically fills out entire blocks of code--but …
article
Implementing the Visitor Pattern
Build your knowledge of Python, the world's favorite programming language, with this Shortcuts collection. These recipes …
article
Why the Power of Technology Rarely Goes to the People
Throughout history, the advantages and costs of technological innovations have been unevenly distributed between the powerful …