Utilities

mlopus.mlflow.list_api_plugins()

List all API plugins available in this environment.

Return type:

List[EntryPoint]

mlopus.mlflow.get_api(plugin=None, cls=None, conf=None)

Load MLflow API class or plugin with specified configuration.

The default API class is MlflowApi (registered under the plugin name mlflow).

Parameters:

• plugin (Optional[str]) –

  Plugin name from group mlopus.mlflow_api_providers.

  Incompatible with cls.

• cls (Union[Type[TypeVar(API, bound= BaseMlflowApi)], str, None]) –

  A type that implements BaseMlflowApi or a fully qualified class name of such a type (e.g.: package.module:Class).

  Incompatible with plugin.

• conf (Optional[Dict[str, Any]]) –

  A dict of keyword arguments for the resolved API class.

  See api_conf_schema()

Return type:

Union[BaseMlflowApi, TypeVar(API, bound= BaseMlflowApi)]

Returns:

API instance.

mlopus.mlflow.api_conf_schema(plugin=None, cls=None)

Get configuration schema for MLflow API class or plugin.

Parameters:

• plugin (Optional[str]) –

  See get_api.plugin.

• cls (Union[Type[TypeVar(API, bound= BaseMlflowApi)], str, None]) –

  See get_api.cls.

Return type:

Dict[str, Any]