Source code for sagemaker.core.explainer.explainer_config

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# Licensed under the Apache License, Version 2.0 (the "License"). You
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"""A member of ``CreateEndpointConfig`` that enables explainers."""

from __future__ import print_function, absolute_import
from typing import Optional
from sagemaker.core.explainer.clarify_explainer_config import ClarifyExplainerConfig



[docs]
class ExplainerConfig(object):
    """A parameter to activate explainers."""

    def __init__(
        self,
        clarify_explainer_config: Optional[ClarifyExplainerConfig] = None,
    ):
        """Initializes a config object to activate explainer.

        Args:
            clarify_explainer_config (:class:`~sagemaker.explainer.explainer_config.ClarifyExplainerConfig`):
                Optional. A config contains parameters for the SageMaker Clarify explainer. (Default: None)
        """  # noqa E501  # pylint: disable=line-too-long
        self.clarify_explainer_config = clarify_explainer_config

    def _to_request_dict(self):
        """Generates a request dictionary using the parameters provided to the class."""
        request_dict = {}

        if self.clarify_explainer_config:
            request_dict["ClarifyExplainerConfig"] = (
                self.clarify_explainer_config._to_request_dict()
            )

        return request_dict