code: def test_is_valid_model_id(
      self,
      mock_is_valid_model_id: mock.Mock,
      mock_init: mock.Mock,
      mock_get_init_kwargs: mock.Mock,
  ):
      mock_is_valid_model_id.return_value = True
      JumpStartModel(model_id="valid_model_id")
  
      mock_is_valid_model_id.return_value = False
      with pytest.raises(ValueError):
          JumpStartModel(model_id="invalid_model_id")
  
imports: from __future__ import absolute_import
  from inspect import signature
  from typing import Optional, Set
  from unittest import mock
  import unittest
  from mock import MagicMock
  import pytest
  from sagemaker.async_inference.async_inference_config import AsyncInferenceConfig
  from sagemaker.jumpstart.artifacts.environment_variables import _retrieve_default_environment_variables
  from sagemaker.jumpstart.constants import DEFAULT_JUMPSTART_SAGEMAKER_SESSION
  from sagemaker.jumpstart.enums import JumpStartScriptScope, JumpStartTag
  from sagemaker.jumpstart.model import JumpStartModel
  from sagemaker.model import Model
  from sagemaker.predictor import Predictor
  from sagemaker.session_settings import SessionSettings
  from sagemaker.enums import EndpointType
  from sagemaker.compute_resource_requirements.resource_requirements import ResourceRequirements
  from tests.unit.sagemaker.jumpstart.utils import get_special_model_spec, overwrite_dictionary, get_special_model_spec_for_inference_component_based_endpoint
label_desc: Use image node_id 12 for calling the ModelTest obj's underlying member method code with example usage: obj.test_is_valid_model_id(mock_is_valid_model_id, mock_init, mock_get_init_kwargs) without return types