Reader small image

You're reading from  In-Memory Analytics with Apache Arrow

Product typeBook
Published inJun 2022
PublisherPackt
ISBN-139781801071031
Edition1st Edition
Concepts
Right arrow
Author (1)
Matthew Topol
Matthew Topol
author image
Matthew Topol

Matthew Topol is an Apache Arrow contributor and a principal software architect at FactSet Research Systems, Inc. Since joining FactSet in 2009, Matt has worked in both infrastructure and application development, led development teams, and architected large-scale distributed systems for processing analytics on financial data. In his spare time, Matt likes to bash his head against a keyboard, develop and run delightfully demented games of fantasy for his victims—er—friends, and share his knowledge with anyone interested enough to listen.
Read more about Matthew Topol

Right arrow

Passing your Arrows around

Since Arrow is designed to be easily passable between processes, regardless of whether they are locally on the same machine or not, the interfaces for passing around record batches are referred to as IPC libraries for Arrow. If the processes happen to be on the same machine, then it's possible to share your data without performing any copies at all!

What is this sorcery?!

First things first. There are two types of binary formats defined for sharing record batches between processes—a streaming format and a random access format, as outlined in more detail here:

  • The streaming format exists for sending a sequence of record batches of an arbitrary length. It must be processed from start to end; you can't get random access to a particular record batch in the stream without processing all of the ones before it.
  • The random access—or file—format is for sharing a known number of record batches. Because it supports random...
lock icon
The rest of the page is locked
Previous PageNext Page
You have been reading a chapter from
In-Memory Analytics with Apache Arrow
Published in: Jun 2022Publisher: PacktISBN-13: 9781801071031

Author (1)

author image
Matthew Topol

Matthew Topol is an Apache Arrow contributor and a principal software architect at FactSet Research Systems, Inc. Since joining FactSet in 2009, Matt has worked in both infrastructure and application development, led development teams, and architected large-scale distributed systems for processing analytics on financial data. In his spare time, Matt likes to bash his head against a keyboard, develop and run delightfully demented games of fantasy for his victims—er—friends, and share his knowledge with anyone interested enough to listen.
Read more about Matthew Topol