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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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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

Arrow in the browser using JavaScript

One of the most common ways to currently deploy an application to consumers is by developing a web application. You can provide an application intended for mobile phones, tablets, or laptop/desktop browsers all in one location. When it comes to building modern interactive applications on the web, you can be sure that JavaScript and/or TypeScript are going to be involved somewhere. Now that we’ve covered some examples of services and systems utilizing Arrow, we’ll cover a couple of projects that are leveraging Arrow front and center, right in the browser.

Gaining a little perspective

Perspective is a visualization library originally developed at J.P. Morgan and then open-sourced under the Apache Open Source License 2.0 through the Fintech Open Source Foundation (FINOS). Perspective is written in C++ and compiled for both WebAssembly and Python, with JavaScript components provided to wrap around the WebAssembly module. Two main...

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