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Reproducible Data Science with Pachyderm

You're reading from   Reproducible Data Science with Pachyderm Learn how to build version-controlled, end-to-end data pipelines using Pachyderm 2.0

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Product type Paperback
Published in Mar 2022
Publisher Packt
ISBN-13 9781801074483
Length 364 pages
Edition 1st Edition
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Author (1):
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Svetlana Karslioglu Svetlana Karslioglu
Author Profile Icon Svetlana Karslioglu
Svetlana Karslioglu
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Toc

Table of Contents (16) Chapters Close

Preface 1. Section 1: Introduction to Pachyderm and Reproducible Data Science
2. Chapter 1: The Problem of Data Reproducibility FREE CHAPTER 3. Chapter 2: Pachyderm Basics 4. Chapter 3: Pachyderm Pipeline Specification 5. Section 2:Getting Started with Pachyderm
6. Chapter 4: Installing Pachyderm Locally 7. Chapter 5: Installing Pachyderm on a Cloud Platform 8. Chapter 6: Creating Your First Pipeline 9. Chapter 7: Pachyderm Operations 10. Chapter 8: Creating an End-to-End Machine Learning Workflow 11. Chapter 9: Distributed Hyperparameter Tuning with Pachyderm 12. Section 3:Pachyderm Clients and Tools
13. Chapter 10: Pachyderm Language Clients 14. Chapter 11: Using Pachyderm Notebooks 15. Other Books You May Enjoy

Deleting an existing Pachyderm deployment

Only perform the steps in this section if you want to delete your cluster. If you want to continue working on the examples in other chapters, then please skip this section.

If you need to delete your deployment and start afresh, you need to wipe out your environment and start over again from the steps provided in the Preparing the Kubernetes environment section. When you delete an existing Pachyderm deployment, all the components, except for the Helm repository and pachctl, are removed from your machine.

Follow these steps to delete your existing Pachyderm deployment:

  1. If you have used a different name for your Helm instance, then execute the following command to find the Pachyderm instance name that you deployed using the Helm chart:
    $ helm ls | grep pachyderm

The output of the preceding command should look as follows:

pachd default 1 2021-11-08 21:33:44 deployed Pachyderm-2.0.1 2.0.1
  1. Execute the following command...
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