Matt Fuller - Trino: The Definitive Guide: SQL at Any Scale, on Any Storage, in Any Environment
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Perform fast interactive analytics against different data sources using the Trino high-performance distributed SQL query engine. In the second edition of this practical guide, youll learn how to conduct analytics on data where it lives, whether its a data lake using Hive, a modern lakehouse with Iceberg or Delta Lake, a different system like Cassandra, Kafka, or SingleStore, or a relational database like PostgreSQL or Oracle.
Analysts, software engineers, and production engineers learn how to manage, use, and even develop with Trino and make it a critical part of their data platform. Authors Matt Fuller, Manfred Moser, and Martin Traverso show you how a single Trino query can combine data from multiple sources to allow for analytics across your entire organization.
- Explore Trinos use cases, and learn about tools that help you connect to Trino for querying and processing huge amounts of data
- Learn Trinos internal workings, including how to connect to and query data sources with support for SQL statements, operators, functions, and more
- Deploy and secure Trino at scale, monitor workloads, tune queries, and connect more applications
- Learn how other organizations apply Trino successfully
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This book provides a great introduction to Trino and teaches you everything you need to know to start your successful usage of Trino.
Dain Sundstrom and David Phillips, Creators of the Trino Project and Founders of the Trino Software Foundation
Trino plays a key role in enabling analysis at Pinterest. This book covers the Trino essentials, from use cases through how to run Trino at massive scale.
Ashish Kumar Singh, Tech Lead, Bigdata Query Processing Platform, Pinterest
Trino has been incredibly useful for quick ad hoc queries; thats why it was one of the first two engines we added Iceberg support to. Im excited to see Trino taking on more and more warehouse workloads as the Iceberg connector, now over four years old, has grown to support materialized views, expressive DML commands, and metadata exploration.
Ryan Blue, Cocreator of Apache Iceberg, Cofounder and CEO of Tabular
Trino has set the bar in both community building and technical excellence for lightning-fast analytical processing on stored data in modern cloud architectures. This book is a must-read for companies looking to modernize their analytics stack.
Jay Kreps, Cocreator of Apache Kafka, Cofounder and CEO of Confluent
Trino has saved us allboth in academia and industrycountless hours of work, allowing us all to avoid having to write code to manage distributed query processing. Were so grateful to have a high-quality open source distributed SQL engine to start from, enabling us to focus on innovating in new areas instead of reinventing the wheel for each new distributed data system project.
Daniel Abadi, Professor of Computer Science, University of Maryland, College Park
by Matt Fuller , Manfred Moser , and Martin Traverso
Copyright 2023 Matt Fuller, Martin Traverso, and simpligility technologies, Inc. All rights reserved.
Printed in the United States of America.
Published by OReilly Media, Inc., 1005 Gravenstein Highway North, Sebastopol, CA 95472.
OReilly books may be purchased for educational, business, or sales promotional use. Online editions are also available for most titles (http://oreilly.com). For more information, contact our corporate/institutional sales department: 800-998-9938 or corporate@oreilly.com .
- Acquisition Editor: Andy Kwan
- Development Editor: Michele Cronin
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- Copyeditor: Piper Editorial Consulting, LLC
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- Interior Designer: David Futato
- Cover Designer: Randy Comer
- Illustrator: Kate Dullea
- April 2020: First Edition, Presto
- April 2021: First Edition, Trino
- October 2022: Second Edition
- 2022-10-03: First release
See http://oreilly.com/catalog/errata.csp?isbn=9781098137236 for release details.
The OReilly logo is a registered trademark of OReilly Media, Inc. Trino: The Definitive Guide, the cover image, and related trade dress are trademarks of OReilly Media, Inc.
The views expressed in this work are those of the authors, and do not represent the publishers views. While the publisher and the authors have used good faith efforts to ensure that the information and instructions contained in this work are accurate, the publisher and the authors disclaim all responsibility for errors or omissions, including without limitation responsibility for damages resulting from the use of or reliance on this work. Use of the information and instructions contained in this work is at your own risk. If any code samples or other technology this work contains or describes is subject to open source licenses or the intellectual property rights of others, it is your responsibility to ensure that your use thereof complies with such licenses and/or rights.
This work is part of a collaboration between OReilly and Starburst. See our statement of editorial independence.
978-1-098-13724-3
[LSI]
Has it really been over a decade already? Interesting how it feels likeyesterday, and like a long time ago, at the same time. We started the Prestoproject at Facebook in 2012, and various components and ideas date back evenlonger. We certainly planned to create something useful. We always wanted tohave a successful open source project and community. In 2013 we released a firstversion of Presto under the Apache License, and the adventure began.
Since then we all moved on from Facebook, the Presto name, and generally wellbeyond what we dreamed of. We are proud of the project communitysaccomplishments, and we are very humbled by all the positive feedback and helpwe have received.
Trino has grown tremendously and provided a lot of value to its large communityof users. You can find fellow Trino community members across the globe anddevelopers in Brazil, Canada, China, Germany, India, Israel, Japan, Poland,Singapore, the United States, the United Kingdom, and other countries.
Launching the Trino Software Foundation in early 2019 and moving the project toindependence was another major milestone. The not-for-profit organization isdedicated to the advancement of the Trino open source distributed SQL engine.The foundation is committed to ensuring that the project remains open,collaborative, and independent for decades to come.
Renaming the project and the foundation to Trino with the end of 2020 wasanother milestone for the community. We got a new name, a new look, new interestfrom around the world, and even a great little mascot, our beloved bunnyCommander Bun Bun. Now, over three years after the launch of the foundation, wecan look back at an accelerated rate of impressive contributions from the largeand constantly growing community.
We are pleased that Matt, Manfred, and Martin created this updated secondedition of the book about Trino with the help of OReilly. It provides a greatintroduction to Trino and teaches you everything you need to know to start usingit successfully.
Enjoy the journey into the depths of Trino and the related world of businessintelligence, reporting, dashboard creation, data warehousing, data mining,machine learning, and beyond.
Of course, make sure to dive into the additional resources and help we offer onthe Trino website at https://trino.io, the communitychat, the source repository, the Trino Community Broadcast, and other resources.
Welcome to the Trino community!
Dain Sundstrom and David Phillips
Creators of the Trino Project and Founders of the Trino Software Foundation
Trino: The Definitive Guide is the first and foremost book about the Trinodistributed query engine. The book is aimed at beginners and existing users ofTrino alike. Ideally, you have some understanding of databases and SQL, but ifnot, you can divert from reading and look things up while working your waythrough this book. No matter your level of expertise, we are sure that youlllearn something new from this book.
This second edition modernizes the content to keep up with the rapidinnovation of Trino. We cover new aspects such as the Helm chart to deploy aTrino cluster to Kubernetes, the new Iceberg and Delta Lake connectors formodern lakehouse architectures, fault-tolerant execution for query processing,expanded SQL language features, and the latest Trino release, now running onJava 17.
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