User

Training and fine-tuning models is done elsewhere in the W&B Python SDK. Use the Public API for querying and managing data after it has been logged to W&B.

class User

A class representing a W&B user with authentication and management capabilities.

This class provides methods to manage W&B users, including creating users, managing API keys, and accessing team memberships. It inherits from Attrs to handle user attributes.

method User.__init__

__init__(client, attrs)

Args:

• client: (wandb.apis.internal.Api) The client instance to use
• attrs: (dict) The user attributes

Note:

Some operations require admin privileges

property User.api_keys

List of API key names associated with the user.

Returns:

• list[str]: Names of API keys associated with the user. Empty list if user has no API keys or if API key data hasn’t been loaded.

property User.teams

List of team names that the user is a member of.

Returns:

• list (list): Names of teams the user belongs to. Empty list if user has no team memberships or if teams data hasn’t been loaded.

property User.user_api

An instance of the api using credentials from the user.

classmethod User.create

create(api, email, admin=False)

Create a new user.

Args:

• api (Api): The api instance to use
• email (str): The name of the team
• admin (bool): Whether this user should be a global instance admin

Returns: A User object

method User.delete_api_key

delete_api_key(api_key)

Delete a user’s api key.

Args:

• api_key (str): The name of the API key to delete. This should be one of the names returned by the api_keys property.

Returns: Boolean indicating success

Raises: ValueError if the api_key couldn’t be found

method User.generate_api_key

generate_api_key(description=None)

Generate a new api key.

Args:

• description (str, optional): A description for the new API key. This can be used to identify the purpose of the API key.

Returns: The new api key, or None on failure