code: def retrieve(
      region: Optional[str] = None,
      model_id: Optional[str] = None,
      model_version: Optional[str] = None,
      script_scope: Optional[str] = None,
      tolerate_vulnerable_model: bool = False,
      tolerate_deprecated_model: bool = False,
      sagemaker_session: Session = DEFAULT_JUMPSTART_SAGEMAKER_SESSION,
  ) -> str:
      """Retrieves the script S3 URI associated with the model matching the given arguments.
  
      Args:
          region (str): The AWS Region for which to retrieve the model script S3 URI.
          model_id (str): The model ID of the JumpStart model for which to
              retrieve the script S3 URI.
          model_version (str): The version of the JumpStart model for which to retrieve the
              model script S3 URI.
          script_scope (str): The script type.
              Valid values: "training" and "inference".
          tolerate_vulnerable_model (bool): ``True`` if vulnerable versions of model
              specifications should be tolerated without raising an exception. If ``False``, raises an
              exception if the script used by this version of the model has dependencies with known
              security vulnerabilities. (Default: False).
          tolerate_deprecated_model (bool): ``True`` if deprecated models should be tolerated
              without raising an exception. ``False`` if these models should raise an exception.
              (Default: False).
          sagemaker_session (sagemaker.session.Session): A SageMaker Session
              object, used for SageMaker interactions. If not
              specified, one is created using the default AWS configuration
              chain. (Default: sagemaker.jumpstart.constants.DEFAULT_JUMPSTART_SAGEMAKER_SESSION).
      Returns:
          str: The model script URI for the corresponding model.
  
      Raises:
          NotImplementedError: If the scope is not supported.
          ValueError: If the combination of arguments specified is not supported.
          VulnerableJumpStartModelError: If any of the dependencies required by the script have
              known security vulnerabilities.
          DeprecatedJumpStartModelError: If the version of the model is deprecated.
      """
      if not jumpstart_utils.is_jumpstart_model_input(
          model_id, model_version
      ):
          raise ValueError(
              "Must specify JumpStart `model_id` and `model_version` when retrieving script URIs."
          )
  
      return artifacts._retrieve_script_uri(
          model_id,
          model_version,
          script_scope,
          region,
          tolerate_vulnerable_model,
          tolerate_deprecated_model,
          sagemaker_session=sagemaker_session,
      )
  
imports: from __future__ import absolute_import
  import logging
  from typing import Optional
  from sagemaker.jumpstart import utils
  from sagemaker.jumpstart import artifacts
  from sagemaker.jumpstart.constants import DEFAULT_JUMPSTART_SAGEMAKER_SESSION
  from sagemaker.session import Session
label_desc: Use image node_id 1 for calling a global function with example usage: retrieve(region, model_id, model_version, script_scope, tolerate_vulnerable_model, tolerate_deprecated_model, sagemaker_session) and returns: artifacts