old_contents: # Copyright 2021 Google LLC
  #
  # Licensed under the Apache License, Version 2.0 (the "License");
  # you may not use this file except in compliance with the License.
  # You may obtain a copy of the License at
  #
  #     https://www.apache.org/licenses/LICENSE-2.0
  #
  # Unless required by applicable law or agreed to in writing, software
  # distributed under the License is distributed on an "AS IS" BASIS,
  # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
  # See the License for the specific language governing permissions and
  # limitations under the License.
  
  from typing import Optional
  
  from google.auth import credentials as auth_credentials
  from google.cloud import aiplatform
  
  
  #  [START aiplatform_sdk_init_sample]
  def init_sample(
      project: Optional[str] = None,
      location: Optional[str] = None,
      experiment: Optional[str] = None,
      staging_bucket: Optional[str] = None,
      credentials: Optional[auth_credentials.Credentials] = None,
      encryption_spec_key_name: Optional[str] = None,
  ):
      aiplatform.init(
          project=project,
          location=location,
          experiment=experiment,
          staging_bucket=staging_bucket,
          credentials=credentials,
          encryption_spec_key_name=encryption_spec_key_name,
      )
  
  
  #  [END aiplatform_sdk_init_sample]
  
new_contents: # Copyright 2021 Google LLC
  #
  # Licensed under the Apache License, Version 2.0 (the "License");
  # you may not use this file except in compliance with the License.
  # You may obtain a copy of the License at
  #
  #     https://www.apache.org/licenses/LICENSE-2.0
  #
  # Unless required by applicable law or agreed to in writing, software
  # distributed under the License is distributed on an "AS IS" BASIS,
  # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
  # See the License for the specific language governing permissions and
  # limitations under the License.
  
  from typing import Optional
  
  from google.auth import credentials as auth_credentials
  
  
  #  [START aiplatform_sdk_init_sample]
  def init_sample(
      project: Optional[str] = None,
      location: Optional[str] = None,
      experiment: Optional[str] = None,
      staging_bucket: Optional[str] = None,
      credentials: Optional[auth_credentials.Credentials] = None,
      encryption_spec_key_name: Optional[str] = None,
  ):
  
      from google.cloud import aiplatform
  
      aiplatform.init(
          project=project,
          location=location,
          experiment=experiment,
          staging_bucket=staging_bucket,
          credentials=credentials,
          encryption_spec_key_name=encryption_spec_key_name,
      )
  
  
  #  [END aiplatform_sdk_init_sample]
  
subject: Update init sample to import inside of function.