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Scaling Up with R and Apache Arrow: Bigger Data, Easier Workflows by Nic Crane H
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Standort: Fairfield, Ohio, USA
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Artikelmerkmale
- Artikelzustand
- ISBN-13
- 9781032663203
- Book Title
- Scaling Up with R and Apache Arrow
- ISBN
- 9781032663203
Über dieses Produkt
Product Identifiers
Publisher
CRC Press LLC
ISBN-10
1032663200
ISBN-13
9781032663203
eBay Product ID (ePID)
2343784870
Product Key Features
Number of Pages
168 Pages
Publication Name
Scaling Up with Rand Apache Arrow : Bigger Data, Easier Workflows
Language
English
Subject
Computer Science, Data Processing, Databases / General
Publication Year
2025
Type
Textbook
Subject Area
Computers
Format
Hardcover
Dimensions
Item Weight
16 Oz
Item Length
9.2 in
Item Width
6.1 in
Additional Product Features
Intended Audience
Scholarly & Professional
Dewey Edition
23
Illustrated
Yes
Dewey Decimal
005.7
Table Of Content
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
Synopsis
Analyze large datasets directly from R. Scaling Up With R and Arrow provides a guide to working efficiently with larger-than-memory datasets using the arrow R package. As data grows in size and complexity, traditional data analysis methods in R often hit technical limitations. In this book, you'll learn how to overcome these hurdles without needing to set up complex infrastructure. You'll learn about the Apache Arrow project's origins, goals, and its significance in bridging the gap between data science and big data ecosystems. You'll also learn how to leverage the arrow R package to work directly with files in various formats, such as CSV and Parquet, using familiar dplyr syntax. This book explores practical topics like data manipulation, file formats, working with larger datasets, and optimizing workflows for data in cloud storage. Advanced chapters examine user-defined functions, integration with other tools like DuckDB, and extending Arrow's capabilities to work with geospatial data. Written by developers of the Arrow R package, this guide is essential for anyone looking to scale their data processing capabilities in R., 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.
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grandeagleretail
98,7% positive Bewertungen•2.8 Mio. Artikel verkauft
Angemeldet als gewerblicher Verkäufer
Verkäuferbewertungen (1'071'371)
- m***4 (1617)- Bewertung vom Käufer.Letzte 6 MonateBestätigter KaufLeaving positive feedback because 1) item was packed well & arrived as described 2) seller did give partial refund when subsequent price dropped below org purchase price. 3) communication was quick However, there was a downside to this transaction -item listed as in-stock but ended up waiting nearly a month for them to get it from their distributer then ship it to me (bought June 29th, arrived around July 21). Auction said 12-15 days. Better clarity would have prevented lot of frustrationStreet Fighter II - Guile (Player 2) Figure - 6 Inch (Nr. 365698737394)
- c***a (121)- Bewertung vom Käufer.Letzte 6 MonateBestätigter KaufThe seller was very responsive and answered me on a timely matter. The product itself came in its packaging and was new, not used at all. The packaging was not beat up or anything, safely delivered to my mailbox. No mix ups and zero stress with delivery. The price for the product is completely understandable for the product. I really appreciate the seller and I am very happy to have purchased through this seller. Completely trustable!Mosby's Pharmacy Technician: Principles and Practice by Elsevier Inc (English) P (Nr. 396170382415)
- n***i (5)- Bewertung vom Käufer.Letzter MonatBestätigter KaufMy statue was exactly as described, it was un-opened and in perfect condition! Totally wirth the price. Getting it shipped took a little long but the seller was very responsive when I messaged and sent me the tracking as soon as it was available. Plus they did a good job packaging it well enough that despite being banged up on the outside my item was completely undamaged.