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In-Memory Analytics with Apache Arrow

You're reading from   In-Memory Analytics with Apache Arrow Perform fast and efficient data analytics on both flat and hierarchical structured data

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Product type Paperback
Published in Jun 2022
Publisher Packt
ISBN-13 9781801071031
Length 392 pages
Edition 1st Edition
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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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Table of Contents (16) Chapters Close

Preface 1. Section 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: Data Science with Apache Arrow 5. Section 2: Interoperability with Arrow: pandas, Parquet, Flight, and Datasets
6. Chapter 4: Format and Memory Handling 7. Chapter 5: Crossing the Language Barrier with the Arrow C Data API 8. Chapter 6: Leveraging the Arrow Compute APIs 9. Chapter 7: Using the Arrow Datasets API 10. Chapter 8: Exploring Apache Arrow Flight RPC 11. Section 3: Real-World Examples, Use Cases, and Future Development
12. Chapter 9: Powered by Apache Arrow 13. Chapter 10: How to Leave Your Mark on Arrow 14. Chapter 11: Future Development and Plans 15. 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++ styling

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

  • 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-format and clang...

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