Nic Crane: Scaling Up with R and Apache Arrow

Cover: 9781032660288 | Scaling Up with R and Apache Arrow | Bigger Data, Easier Workflows

Rückseite: 9781032660288 | Scaling Up with R and Apache Arrow | Bigger Data, Easier Workflows

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Sprache: Englisch

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Beschreibung

This book provides a guide to working efficiently with larger-than-memory datasets using the arrow R package. You'll learn how to overcome these hurdles without needing to set up complex infrastructure. Written by developers of the Arrow R package, this guide is essential for anyone looking to scale their data processing capabilities in R.

Über den Autor

Nic Crane is an R developer, educator, and general enthusiast, with a background in data science and software engineering. Nic is a member of the Apache Arrow Project Management Committee (PMC) and part of the team who maintains the arrow R package.

Jonathan Keane is an engineering manager with a background in software engineering and data science. Jonathan is a part of the team who maintains the Arrow project including the Arrow R package.

Neal Richardson is an engineering leader focused on building software that helps people work with data. He is a member of the Arrow PMC and one of the top contributors to the project.

Inhaltsverzeichnis

Acknowledgements Foreword 1. Introduction 2. Getting Started 3. Data Manipulation 4. Files and Formats 5. Datasets 6. Cloud 7. Advanced Topics 8. Sharing Data and Interoperability References Appendices

Details

Erscheinungsjahr:	2025
Genre:	Importe , Informatik
Rubrik:	Naturwissenschaften & Technik
Medium:	Taschenbuch
Inhalt:	Einband - flex.(Paperback)
ISBN-13:	9781032660288
ISBN-10:	1032660287
Sprache:	Englisch
Einband:	Kartoniert / Broschiert
Autor:	Crane, Nic Keane, Jonathan Richardson, Neal
Hersteller:	Chapman and Hall/CRC
Verantwortliche Person für die EU:	Taylor & Francis Verlag GmbH, Kaufingerstr. 24, D-80331 München, gpsr@taylorandfrancis.com
Maße:	254 x 178 x 9 mm
Von/Mit:	Nic Crane (u. a.)
Erscheinungsdatum:	02.06.2025
Gewicht:	0,318 kg