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Getting Started with DuckDB

You're reading from   Getting Started with DuckDB A practical guide for accelerating your data science, data analytics, and data engineering workflows

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Product type Paperback
Published in Jun 2024
Publisher Packt
ISBN-13 9781803241005
Length 382 pages
Edition 1st Edition
Languages
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Authors (2):
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Ned Letcher Ned Letcher
Author Profile Icon Ned Letcher
Ned Letcher
Simon Aubury Simon Aubury
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Simon Aubury
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Table of Contents (15) Chapters Close

Preface 1. Chapter 1: An Introduction to DuckDB FREE CHAPTER 2. Chapter 2: Loading Data into DuckDB 3. Chapter 3: Data Manipulation with DuckDB 4. Chapter 4: DuckDB Operations and Performance 5. Chapter 5: DuckDB Extensions 6. Chapter 6: Semi-Structured Data Manipulation 7. Chapter 7: Setting up the DuckDB Python Client 8. Chapter 8: Exploring DuckDB’s Python API 9. Chapter 9: Exploring DuckDB’s R API 10. Chapter 10: Using DuckDB Effectively 11. Chapter 11: Hands-On Exploratory Data Analysis with DuckDB 12. Chapter 12: DuckDB – The Wider Pond 13. Index 14. Other Books You May Enjoy

Working with DuckDB using R’s DBI

The DuckDB R client provides excellent support for the R DBI (https://dbi.r-dbi.org), a standardized API for communicating with DBMS. It’s the standard way of connecting to and querying from databases in R. It is similar in design to the Python DB-API, which we discussed in Chapter 8, with the DBI package aiming to provide a single standardized database interface across the R ecosystem. This enables both R users and R package developers to work with and build against a single interface, rather than having to target a separate API for each target database.

The DBI package contains an extensive range of functions; you can find the complete reference at https://dbi.r-dbi.org/reference. In this section, we’ll cover a subset of the DBI functions that you are likely to find useful for working with DuckDB in R. The core functions that you will want to be comfortable with are as follows:

  • DBI::dbConnect(): Create a new connection...
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