There are more AWS SDK examples available in the AWS Doc SDK Examples
Use StopModel
with an AWS SDK
The following code example shows how to use StopModel
.
For more information, see Stopping your model.
- Python
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- SDK for Python (Boto3)
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Note
There's more on GitHub. Find the complete example and learn how to set up and run in the AWS Code Examples Repository
. class Hosting: @staticmethod def stop_model(lookoutvision_client, project_name, model_version): """ Stops a running Lookout for Vision Model. :param lookoutvision_client: A Boto3 Lookout for Vision client. :param project_name: The name of the project that contains the version of the model that you want to stop hosting. :param model_version: The version of the model that you want to stop hosting. """ try: logger.info("Stopping model version %s for %s", model_version, project_name) response = lookoutvision_client.stop_model( ProjectName=project_name, ModelVersion=model_version ) logger.info("Stopping hosting...") status = response["Status"] finished = False # Wait until stopped or failed. while finished is False: model_description = lookoutvision_client.describe_model( ProjectName=project_name, ModelVersion=model_version ) status = model_description["ModelDescription"]["Status"] if status == "STOPPING_HOSTING": logger.info("Host stopping in progress...") time.sleep(10) continue if status == "TRAINED": logger.info("Model is no longer hosted.") finished = True continue logger.info("Failed to stop model: %s ", status) finished = True if status != "TRAINED": logger.error("Error stopping model: %s", status) raise Exception(f"Error stopping model: {status}") except ClientError: logger.exception("Couldn't stop hosting model.") raise
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For API details, see StopModel in AWS SDK for Python (Boto3) API Reference.
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StartModel
Scenarios