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Big Data on Kubernetes

You're reading from   Big Data on Kubernetes A practical guide to building efficient and scalable data solutions

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Product type Paperback
Published in Jul 2024
Publisher Packt
ISBN-13 9781835462140
Length 296 pages
Edition 1st Edition
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Author (1):
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Neylson Crepalde Neylson Crepalde
Author Profile Icon Neylson Crepalde
Neylson Crepalde
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Toc

Table of Contents (18) Chapters Close

Preface 1. Part 1:Docker and Kubernetes FREE CHAPTER
2. Chapter 1: Getting Started with Containers 3. Chapter 2: Kubernetes Architecture 4. Chapter 3: Getting Hands-On with Kubernetes 5. Part 2: Big Data Stack
6. Chapter 4: The Modern Data Stack 7. Chapter 5: Big Data Processing with Apache Spark 8. Chapter 6: Building Pipelines with Apache Airflow 9. Chapter 7: Apache Kafka for Real-Time Events and Data Ingestion 10. Part 3: Connecting It All Together
11. Chapter 8: Deploying the Big Data Stack on Kubernetes 12. Chapter 9: Data Consumption Layer 13. Chapter 10: Building a Big Data Pipeline on Kubernetes 14. Chapter 11: Generative AI on Kubernetes 15. Chapter 12: Where to Go from Here 16. Index 17. Other Books You May Enjoy

Deploying Airflow on Kubernetes

Airflow deployment on Kubernetes is very straightforward. Nevertheless, there are some important details in the Helm chart configuration that we need to pay attention to.

First, we will download the most recent Helm chart to our local environment:

helm repo add apache-airflow https://airflow.apache.org

Next, we need to configure a custom_values.yaml file to change the default deployment configurations for the chart. An example of this YAML file is available at https://github.com/PacktPublishing/Bigdata-on-Kubernetes/blob/main/Chapter08/airflow/custom_values.yaml. We will not go through the entire file but just the most important configurations that are needed for this deployment:

  1. In the defaultAirflowTag and airflowVersion parameters, make sure to set 2.8.3. This is the latest Airflow version available for the 1.13.1 Helm chart version.
  2. The executor parameter should be set to KubernetesExecutor. This guarantees that Airflow will use...
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