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add_files

Adds files to a running deployment. Calling this function will redeploy the deployment after adding the files. This method is useful when changing a settings file stored in a deployment. For updating models and other binary data, the model registry a better solution.

Parameters​

mb.add_files(deployment=, files=)
  • deployment: str The name of the deployment to add the file to.
  • file_list: Union[str, List[str], Dict[str, str]]: The files to add to the deployment.
    • as str: The path to a single file or directory.
    • as List[str]: Paths to multiple files or directories.
    • as Dict[str, str]: Pairs of file paths or directories. The key is the local file path, the value is the file path in common files.

Examples​

Adding local files to a deployment​

When the local files have the same relative path as in the deployment, can add them by listing their paths:

mb.add_files("deployment_name", ["file1.pkl", "file2.pkl"])

Using different local vs. deployment filepaths​

If the local filepaths and deployment filepaths are different, add the files using the dict syntax:

mb.add_files(my_deployment, { "/trained_models/updated_model.pkl": "updated_model.pkl" })

See also​