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In-Memory Analytics with Apache Arrow

You're reading from   In-Memory Analytics with Apache Arrow Accelerate data analytics for efficient processing of flat and hierarchical data structures

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Product type Paperback
Published in Sep 2024
Publisher Packt
ISBN-13 9781835461228
Length 406 pages
Edition 2nd Edition
Languages
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Author (1):
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Matthew Topol Matthew Topol
Author Profile Icon Matthew Topol
Matthew Topol
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Toc

Table of Contents (18) Chapters Close

Preface 1. Part 1: Overview of What Arrow is, Its Capabilities, Benefits, and Goals
2. Chapter 1: Getting Started with Apache Arrow FREE CHAPTER 3. Chapter 2: Working with Key Arrow Specifications 4. Chapter 3: Format and Memory Handling 5. Part 2: Interoperability with Arrow: The Power of Open Standards
6. Chapter 4: Crossing the Language Barrier with the Arrow C Data API 7. Chapter 5: Acero: A Streaming Arrow Execution Engine 8. Chapter 6: Using the Arrow Datasets API 9. Chapter 7: Exploring Apache Arrow Flight RPC 10. Chapter 8: Understanding Arrow Database Connectivity (ADBC) 11. Chapter 9: Using Arrow with Machine Learning Workflows 12. Part 3: Real-World Examples, Use Cases, and Future Development
13. Chapter 10: Powered by Apache Arrow 14. Chapter 11: How to Leave Your Mark on Arrow 15. Chapter 12: Future Development and Plans 16. Index 17. Other Books You May Enjoy

Summary

So far, we’ve been talking specifically about the Client API for data access and standardizing it (this is what ODBC and JDBC did). But there are technically two areas where having standards around connectivity is important: Client API and Wire Protocol. Neither ADBC, ODBC, nor JDBC defines what goes on between a driver and the database, just the API calls that an application developer makes as a Client API.

FlightSQL, which was mentioned in Chapter 7, Exploring Apache Arrow Flight RPC, is a wire protocol. It defines precisely how to communicate and perform various actions against a database, such as authentication, creating prepared statements, or executing queries. Another popular example of a wire protocol is the PostgreSQL wire protocol. Having these standards enables reusable components. While we didn’t go into detail about this, there is already a FlightSQL driver for ADBC. This means that any database that already uses Arrow FlightSQL as its wire protocol...

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