components register_model

Register model

register_model

Overview

Register a model to a workspace or a registry. The component works on compute with MSI attached.

Version: 0.0.21

Tags

Preview

View in Studio: https://ml.azure.com/registries/azureml/components/register_model/version/0.0.21

Inputs

Name	Description	Type	Default	Optional	Enum
model_name	Model name to use in the registration. If name already exists, the version will be auto incremented. Model name must be alphanumeric and can contain dashes/hyphens	string		True
model_version	Model version in workspace/registry. If the same model name and version exists, the version will be auto incremented. Model version must be a numeric string	string		True
model_type	Model type	string	mlflow_model	True	['custom_model', 'mlflow_model']
model_description	Description of the model that will be shown in AzureML registry or workspace	string		True
registry_name	Name of the AzureML asset registry where the model will be registered. Model will be registered in a workspace if this is unspecified	string		True
model_path	Path to the model directory	uri_folder		False
model_download_metadata	A JSON file which contains information related to model download.	uri_file		True
model_metadata	JSON/YAML file that contains model metadata confirming to Model V2 contract	uri_file		True

Outputs

Name	Description	Type
registration_details_folder	Folder containing model registration details in a JSON file named model_registration_details.json	uri_folder

Environment

azureml://registries/azureml/environments/python-sdk-v2/versions/31