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You're reading from  Go Programming - From Beginner to Professional - Second Edition

Product typeBook
Published inMar 2024
Reading LevelBeginner
PublisherPackt
ISBN-139781803243054
Edition2nd Edition
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Author (1)
Samantha Coyle
Samantha Coyle
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Samantha Coyle

Samantha Coyle, a Software Engineer at Diagrid, specializes in Go for cloud-native developer tooling, abstracting application development challenges. Committed to Open Source, she contributes to projects like Dapr and Testcontainers. She boasts a rich history in retail computer vision solutions and successfully stabilized industrial edge use cases with testing and diverse deployments for biopharma data pipelines. Her expertise extends to being CKAD certified and reviewing Go textbooks. She is passionate about empowering early-career, diverse professionals. Samantha is in a family of gophers, and enjoys GopherCon with her brother and identical twin sister. She's a seasoned speaker, having presented at various conferences, including GopherCon.
Read more about Samantha Coyle

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Streaming large amounts of data in and out of your application

In command-line applications, it is crucial to handle large amounts of data efficiently for performance and responsiveness purposes. Often, command-line applications may be a small part of a larger pipeline processing data. Most people are not going to want to sit around typing out a large amount of data, such as a dataset, piece by piece.

Go allows you to stream data to your applications so that you can process information in chunks, rather than all at once. This allows you to effectively process large amounts of data, reduce memory overhead, and provide better scalability in the future.

When dealing with large amounts of data, it’s often stored in files. This can range from financial CSV files, analysis Excel files, or machine learning datasets. There are a few main benefits of streaming data with Go:

  • Memory efficiency: The program can read and process data line by line, reducing memory consumption...
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Go Programming - From Beginner to Professional - Second Edition
Published in: Mar 2024Publisher: PacktISBN-13: 9781803243054

Author (1)

author image
Samantha Coyle

Samantha Coyle, a Software Engineer at Diagrid, specializes in Go for cloud-native developer tooling, abstracting application development challenges. Committed to Open Source, she contributes to projects like Dapr and Testcontainers. She boasts a rich history in retail computer vision solutions and successfully stabilized industrial edge use cases with testing and diverse deployments for biopharma data pipelines. Her expertise extends to being CKAD certified and reviewing Go textbooks. She is passionate about empowering early-career, diverse professionals. Samantha is in a family of gophers, and enjoys GopherCon with her brother and identical twin sister. She's a seasoned speaker, having presented at various conferences, including GopherCon.
Read more about Samantha Coyle