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.

Texte du rabat

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.

Contenu

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