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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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Toc

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

Streaming across the C Data API

This particularly useful interface is considered experimental by the Arrow project currently, so technically, the ABI is not guaranteed to be stable but is unlikely to change unless user feedback proposes improvements to it. The C streaming API is a higher-level abstraction built on the initial ArrowSchema and ArrowArray structures to make it easier to stream data within a process across API boundaries. The design of the stream is to expose a chunk-pulling API that pulls blocks of data from the source one at a time, all with the same schema. The structure is defined as follows:

struct ArrowArrayStream {
  // callbacks for stream functionality
  int (*get_schema)(struct ArrowArrayStream*, struct ArrowSchema*);
  int (*get_next)(struct ArrowArrayStream*, struct ArrowArray*);
  const char* (*get_last_error)(struct ArrowArrayStream*);
  // Release callback and private data
  ...
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