Command Line Tools in Cloudera Machine Learning

Cloudera Machine Learning ships with the following command line tools. The purpose of each tool differs.

  • Cloudera CLI for Cloudera Machine Learning - If you prefer to work in a terminal window, you can download and configure the Cloudera client that gives you access to the Cloudera CLI tool. The Cloudera CLI allows you to perform the same actions as can be performed from the management console. Use this CLI to create, delete, upgrade, and manage Cloudera Machine Learning Workspaces on Cloudera.
    To view all the available commands, run:
    cdp ml help
    To view help for a specific command, run:
    cdp ml <operation> help

    If you do not have the Cloudera CLI set up yet, see Installing the Cloudera CLI Client.

  • cdswctl - Cloudera Machine Learning also ships with a CLI client that you can download from the Cloudera Machine Learning web UI. This is also referred to as the Model CLI client. The cdswctl client allows you to log in, create an SSH endpoint, launch new sessions, automate model deployment, model updates, and so on.