You're reading from Data Engineering with Google Cloud Platform - Second Edition

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Published inApr 2024

PublisherPackt

ISBN-139781835080115

Edition2nd Edition

Concepts

Data Engineering

Author (1)

Adi Wijaya

Cloud Composer 1 vs Cloud Composer 2

Currently, there are two main Cloud Composer versions, Cloud Composer 1 and Composer 2. Don’t be mistaken for the Airflow version, Airflow also has their versioning from the open-source. For example, currently, the latest Airflow version is 2.5.3.

What is the main difference between the two major Cloud Composer versions? There are some aspects that make Cloud Composer 1 and 2 different. But one of the most significant aspects is how the Airflow managed service works. In Cloud Composer 1, the number of Airflow workers is pre-defined for each environment. Cloud Composer 2 introduces the auto-scaling capability for the number of Airflow workers.

For example, in Cloud Composer 1, you need to choose the number of workers when you create the environment, let’s say three workers. This environment will always occupy three virtual machines for the environment, with or without workloads running on top of it. In other cases, if there are...

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Data Engineering with Google Cloud Platform - Second Edition

Published in: Apr 2024Publisher: PacktISBN-13: 9781835080115

Author (1)

Adi Wijaya

Adi Widjaja is a strategic cloud data engineer at Google. He holds a bachelor's degree in computer science from Binus University and co-founded DataLabs in Indonesia. Currently, he dedicates himself to big data and analytics and has spent a good chunk of his career helping global companies in different industries.
Read more about Adi Wijaya

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You're reading from Data Engineering with Google Cloud Platform - Second Edition

Cloud Composer 1 vs Cloud Composer 2

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