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  • Book Overview & Buying Engineering Lakehouses with Open Table Formats
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Engineering Lakehouses with Open Table Formats

Engineering Lakehouses with Open Table Formats

By : Dipankar Mazumdar, Vinoth Govindarajan
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Engineering Lakehouses with Open Table Formats

Engineering Lakehouses with Open Table Formats

By: Dipankar Mazumdar, Vinoth Govindarajan

Overview of this book

Engineering Lakehouses with Open Table Formats provides detailed insights into lakehouse concepts, and dives deep into the practical implementation of open table formats such as Apache Iceberg, Apache Hudi, and Delta Lake. You’ll explore the internals of a table format and learn in detail about the transactional capabilities of lakehouses. You’ll also get hands on with each table format with exercises using popular computing engines, such as Apache Spark, Flink, Trino, and Python-based tools. The book addresses advanced topics, including performance optimization techniques and interoperability among different formats, equipping you to build production-ready lakehouses. With step-by-step explanations, you’ll get to grips with the key components of lakehouse architecture and learn how to build, maintain, and optimize them. By the end of this book, you’ll be proficient in evaluating and implementing open table formats, optimizing lakehouse performance, and applying these concepts to real-world scenarios, ensuring you make informed decisions in selecting the right architecture for your organization’s data needs.
Table of Contents (15 chapters)
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13
Other Books You May Enjoy
14
Index
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Index

A

ACID properties

enforcing, via transaction protocol 164-167

Acme Manufacturing 326

add action 157

add_files procedure 86

ALTER TABLE CREATE BRANCH statement 80

ALTER TABLE statement 78

Apache Arrow

URL 101

Apache Flink 87, 139

JobManager 88

TaskManager 88

Apache Gravitino

example 222

features 222

Apache Hudi 109, 209, 250-253, 259, 266, 267, 311, 342

ACID 35, 36

clustering service 259

critical capabilities 122

deployment models 260, 261

features 121, 122

file sizing strategy 253

HMS sync mode example 121

indexing mechanisms 119

JDBC mode example 121

key architectural strengths 311-313

key configuration knobs 268

phases 260

row-level updates and deletes 123

schema evolution 123

target file size 268

target file size decrease 269

target file size increase 268

unique capabilities 124, 125

Apache Hudi architecture 110, 111

catalog integration...

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