text: import os
  import argparse
  from azureml.core import Workspace
  from azureml.core.environment import Environment
  from azureml.core.model import Model, InferenceConfig
  import shutil
  from ml_service.util.env_variables import Env
  
  e = Env()
  
  # Get Azure machine learning workspace
  ws = Workspace.get(
      name=e.workspace_name,
      subscription_id=e.subscription_id,
      resource_group=e.resource_group
  )
  
  parser = argparse.ArgumentParser("create scoring image")
  parser.add_argument(
      "--output_image_location_file",
      type=str,
      help=("Name of a file to write image location to, "
            "in format REGISTRY.azurecr.io/IMAGE_NAME:IMAGE_VERSION")
  )
  args = parser.parse_args()
  
  model = Model(ws, name=e.model_name, version=e.model_version)
  sources_dir = e.sources_directory_train
  if (sources_dir is None):
      sources_dir = 'team5ml'
  score_script = os.path.join(".", sources_dir, e.score_script)
  score_file = os.path.basename(score_script)
  path_to_scoring = os.path.dirname(score_script)
  cwd = os.getcwd()
  # Copy conda_dependencies.yml into scoring as this method does not accept relative paths. # NOQA: E501
  shutil.copy(os.path.join(".", sources_dir,
                           "conda_dependencies.yml"), path_to_scoring)
  os.chdir(path_to_scoring)
  
  scoring_env = Environment.from_conda_specification(name="scoringenv", file_path="conda_dependencies.yml")  # NOQA: E501
  inference_config = InferenceConfig(
      entry_script=score_file, environment=scoring_env)
  package = Model.package(ws, [model], inference_config)
  package.wait_for_creation(show_output=True)
  # Display the package location/ACR path
  print(package.location)
  
  os.chdir(cwd)
  
  if package.state != "Succeeded":
      raise Exception("Image creation status: {package.creation_state}")
  
  print("Package stored at {} with build log {}".format(package.location, package.package_build_log_uri))  # NOQA: E501
  
  # Save the Image Location for other AzDO jobs after script is complete
  if args.output_image_location_file is not None:
      print("Writing image location to %s" % args.output_image_location_file)
      with open(args.output_image_location_file, "w") as out_file:
          out_file.write(str(package.location))
  