ENGLISH

Delta Lake: The Definitive Guide: Modern Data Lakehouse Architectures with Data Lakes

By Denny Lee , Scott Haines , Tristen Wentling , Prashanth Babu

Book information

Publisher
O'Reilly Media
Year
2024
ISBN
1098151941, 9781098151942
Language
english
Format
PDF
Filesize
25 MB (26727365 bytes)
Edition
1
Pages
400\333
Orientation
yes
Scanned
yes
Time added
2024-10-18 00:45:11
Delta Lake

Description

Ready to simplify the process of building data lakehouses and data pipelines at scale? In this practical guide, learn how Delta Lake is helping data engineers, data scientists, and data analysts overcome key data reliability challenges with modern data engineering and management techniques. Authors Denny Lee, Tristen Wentling, Scott Haines, and Prashanth Babu (with contributions from Delta Lake maintainer R. Tyler Croy) share expert insights on all things Delta Lake--including how to run batch and streaming jobs concurrently and accelerate the usability of your data. You'll also uncover how ACID transactions bring reliability to data lakehouses at scale. This book helps you: Understand key data reliability challenges and how Delta Lake solves them Explain the critical role of Delta transaction logs as a single source of truth Learn the Delta Lake ecosystem with technologies like Apache Flink, Kafka, and Trino Architect data lakehouses with the medallion architecture Use Delta Lake performance tuning with features like deletion vectors and liquid clustering

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