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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

Finishing up with style!

Before we wrap this chapter up, I’d be remiss if I didn’t broach one last topic – code style!

To avoid wars and arguments about most aspects of code style, most of the implementations of the Arrow library have very well-defined style checking and linting rules. These rules are checked using the automated CI checks that we covered and are required to pass, in order to merge a PR. We’re not going to spend a ton of time on this, since this is enforced and automated with tooling, but it’s good to know what tooling is in use.

C++ code styling

Arrow follows Google’s C++ style guide (https://google.github.io/styleguide/cppguide.html) with a few exceptions:

  • The line length is relaxed to 90 characters.
  • The NULLPTR macro is used in header files, rather than nullptr, for wider C++ version build support.
  • There are relaxed rules regarding structs for convenience.

The style is enforced using the clang...

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