az ml

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Note

This reference is part of the ml extension for the Azure CLI (version 2.15.0 or higher). The extension will automatically install the first time you run an az ml command. Learn more about extensions.

Manage Azure Machine Learning resources with the Azure CLI ML extension v2 (preview).

Install Azure CLI ML extension v2 (preview) https://docs.microsoft.com/azure/machine-learning/how-to-configure-cli.

Commands

az ml batch-deployment	Manage Azure ML batch deployments.
az ml batch-deployment create	Create a deployment. If the deployment already exists, it will be over-written with the new settings.
az ml batch-deployment delete	Delete a deployment.
az ml batch-deployment list	List deployments.
az ml batch-deployment list-jobs	List the batch scoring jobs for a batch deployment.
az ml batch-deployment show	Show a deployment.
az ml batch-deployment update	Update a deployment.
az ml batch-endpoint	Manage Azure ML batch endpoints.
az ml batch-endpoint create	Create an endpoint.
az ml batch-endpoint delete	Delete an endpoint.
az ml batch-endpoint invoke	Invoke an endpoint.
az ml batch-endpoint list	List endpoints in a workspace.
az ml batch-endpoint list-jobs	List the batch scoring jobs for a batch endpoint.
az ml batch-endpoint show	Show details for an endpoint.
az ml batch-endpoint update	Update an endpoint.
az ml code	Manage Azure ML code assets.
az ml code show	Show details for a code asset.
az ml component	Manage Azure ML components.
az ml component archive	Archive a component.
az ml component create	Create a component.
az ml component list	List components in a workspace.
az ml component restore	Restore an archived component.
az ml component show	Show details for a component.
az ml component update	Update a component. Currently only a few fields(description, display_name) support update.
az ml compute	Manage Azure ML compute resources.
az ml compute attach	Attach an existing compute resource to a workspace.
az ml compute create	Create a compute target.
az ml compute delete	Delete a compute target.
az ml compute detach	Detach a previously attached compute resource from a workspace.
az ml compute list	List the compute targets in a workspace.
az ml compute list-nodes	List node details for a compute target. The only supported compute type for this command is AML compute.
az ml compute list-sizes	List the VM sizes available by location.
az ml compute list-usage	List the available usage resources for VMs.
az ml compute restart	Restart a ComputeInstance target.
az ml compute show	Show details for a compute target.
az ml compute start	Start a ComputeInstance target.
az ml compute stop	Stop a ComputeInstance target.
az ml compute update	Update a compute target.
az ml data	Manage Azure ML data assets.
az ml data archive	Archive a data asset.
az ml data create	Create a data asset.
az ml data list	List data assets in a workspace.
az ml data restore	Restore an archived data asset.
az ml data show	Shows details for a data asset.
az ml data update	Update a data asset.
az ml dataset	Manage Azure ML dataset assets.
az ml dataset create	Create a dataset asset.
az ml dataset list	List dataset assets in a workspace.
az ml dataset show	Shows details for a dataset asset.
az ml dataset update	Update a dataset asset.
az ml datastore	Manage Azure ML datastores.
az ml datastore create	Create a datastore.
az ml datastore delete	Delete a datastore.
az ml datastore list	List datastores in a workspace.
az ml datastore show	Show details for a datastore.
az ml datastore update	Update a datastore.
az ml environment	Manage Azure ML environments.
az ml environment archive	Archive an environment.
az ml environment create	Create an environment.
az ml environment list	List environments in a workspace.
az ml environment restore	Restore an archived environment.
az ml environment show	Show details for an environment.
az ml environment update	Update an environment.
az ml job	Manage Azure ML jobs.
az ml job archive	Archive a job.
az ml job cancel	Cancel a job.
az ml job create	Create a job.
az ml job download	Download all job-related files.
az ml job list	List jobs in a workspace.
az ml job restore	Restore an archived job.
az ml job show	Show details for a job.
az ml job stream	Stream job logs to the console.
az ml job update	Update a job.
az ml model	Manage Azure ML models.
az ml model archive	Archive a model.
az ml model create	Create a model.
az ml model download	Download all model-related files.
az ml model list	List models in a workspace.
az ml model restore	Restore an archived model.
az ml model show	Show details for a model.
az ml model update	Update a model.
az ml online-deployment	Manage Azure ML online deployments.
az ml online-deployment create	Create a deployment. If the deployment already exists, it will be over-written with the new settings.
az ml online-deployment delete	Delete a deployment.
az ml online-deployment get-logs	Get the container logs for an online deployment.
az ml online-deployment list	List deployments.
az ml online-deployment show	Show a deployment.
az ml online-deployment update	Update a deployment.
az ml online-endpoint	Manage Azure ML online endpoints.
az ml online-endpoint create	Create an endpoint.
az ml online-endpoint delete	Delete an endpoint.
az ml online-endpoint get-credentials	List the token/keys for an online endpoint.
az ml online-endpoint invoke	Invoke an endpoint.
az ml online-endpoint list	List endpoints in a workspace.
az ml online-endpoint regenerate-keys	Regenerate the keys for an online endpoint.
az ml online-endpoint show	Show details for an endpoint.
az ml online-endpoint update	Update an endpoint.
az ml workspace	Manage Azure ML workspaces.
az ml workspace create	Create a workspace.
az ml workspace delete	Delete a workspace.
az ml workspace diagnose	Diagnose workspace setup problems.
az ml workspace list	List all the workspaces in a subscription.
az ml workspace list-keys	List workspace keys for dependent resources such as Azure Storage, Azure Container Registry, and Azure Application Insights.
az ml workspace show	Show details for a workspace.
az ml workspace sync-keys	Sync workspace keys for dependent resources such as Azure Storage, Azure Container Registry, and Azure Application Insights.
az ml workspace update	Update a workspace.