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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

Installing the Pachyderm command-line interface

The Pachyderm CLI, pachctl, is used to deploy and interact with Pachyderm clusters. Follow these steps to install pachctl:

  1. Let's get the latest release version tag of pachctl and keep it in a variable called PACHYDERMVERSION:
    $ PACHYDERMVERSION=$(curl --silent "https://api.github.com/repos/pachyderm/pachyderm/releases/latest" | grep '"tag_name":' | \
    sed -E 's/.*"v([^"]+)".*/\1/')
  2. Execute the following commands to install pachctl on your computer.

If you are using macOS, run the following command:

$ brew tap pachyderm/tap && brew install pachyderm/tap/pachctl@${PACHYDERMVERSION}

If you are using Debian Linux or WSL on Windows 10, run the following command:

$ curl -o /tmp/pachctl.deb -L https://github.com/pachyderm/pachyderm/releases/download/v${PACHYDERMVERSION}/pachctl_${PACHYDERMVERSION}_amd64.deb && sudo dpkg -i /tmp/pachctl.deb
...
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