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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

Gateway

The Gateway API is a Kubernetes API that provides a way to dynamically configure load balancing and service mesh capabilities on Kubernetes. The Gateway API allows defining routes and policies to manage external traffic to Kubernetes services in a centralized, declarative way.

The main resources in Gateway API are the following:

  • GatewayClass ' Defines a set of gateways with a common configuration and behavior. It is like the concept of StorageClass for persistent volumes.
  • Gateway ' Defines a set of routes for a given hostname. This binds GatewayClass, TLS certificate, and other configurations to a set of routes.
  • HTTPRoute/TCPRoute ' Defines the actual routes to Kubernetes services and their policies, such as timeouts, retries, and so on.

Here is an example GatewayClass resource:

gateway_class.yaml

apiVersion: gateway.networking.k8s.io/v1
kind: GatewayClass
metadata:
    name: external-lb
spec:
  &...
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