uninstall_model | Manage files & libs in User Environment | Open Analytics Framework - uninstall_model - Teradata VantageCloud Lake

Use the uninstall_model function to uninstall the specified model from the user environment.

Required Argument

model_name

Specifies the name of the model to be uninstalled.

Optional Argument

**kwargs

Specifies the keyword arguments.

• suppress_output

  Specifies whether to print the output message.

  When set to True, the output message is not printed.

  Default value is False.

This function returns True if the operation is successful.

Example for Python environment

Example setup

• Create remote user environment.

  >>> env = create_env("test_env", "python_3.8.13", "Test environment")

  User environment 'test_env' created.

• Define the model file.
  Create a zip file containing all files related to model and use path to that zip file to install model using install_model API.

  In this example, assume that all models files are zipped under 'large_model.zip'

  >>> model = 'large_model.zip'

• Install model from Hugging Face registry.

  >>> env.install_model(model_name="google-bert/bert-base-uncased")
  

  Request for install_model is completed successfully.
  Model 'google-bert/bert-base-uncased' installed successfully in the remote user environment 'test_env'.

• Install the model in the 'test_env' environment.

  >>> env.install_model(model_path = model)

  Request for install_model is completed successfully.
                                 Claim Id  File/Libs/Model    Method Name               Stage             Timestamp  Additional Details
  0  766423af-7cc4-46db-8ee2-b6b5ded299c6  large_model.zip  install_model  Endpoint Generated  2023-11-09T09:21:24Z
  1  766423af-7cc4-46db-8ee2-b6b5ded299c6  large_model.zip  install_model       File Uploaded  2023-11-09T09:22:28Z
  2  766423af-7cc4-46db-8ee2-b6b5ded299c6  large_model.zip  install_model      File Installed  2023-11-09T09:22:30Z

• List models.

  >>> env.models

           Model  Size             Timestamp
  0  large_model  6144  2023-11-09T09:22:30Z

Example 1: Uninstall model from remote user environment

• Uninstall the model.

  >>> env.uninstall_model('large_model')

  Model 'large_model' uninstalled successfully from the remote user environment 'test_env'.
  True

• Verify the uninstallation of model.

  >>> env.models

  No models found in remote user environment test_env.