az ml

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.

Install Azure CLI ML extension v2 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 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 connect-ssh	Set up SSH connection to Compute Instance.
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 connection	Manage Azure ML workspace connection.
az ml connection create	Create a workspace connection.
az ml connection delete	Delete a workspace connection.
az ml connection list	List all the workspaces connection.
az ml connection show	Show details of a workspace connection.
az ml connection update	Update a workspace connection.
az ml data	Manage Azure ML data assets.
az ml data archive	Archive a data asset.
az ml data create	Create a data asset in a workspace/registry. If you are using a registry, replace --workspace-name my-workspace with the --registry-name <registry-name> option.
az ml data import	Import data and create a data asset.
az ml data list	List data assets in a workspace/registry. If you are using a registry, replace --workspace-name my-workspace with the --registry-name <registry-name> option.
az ml data list-materialization-status	Show status of list of data import materialization jobs that create versions of a data asset.
az ml data restore	Restore an archived data asset.
az ml data share	Share a specific data asset from workspace to registry.
az ml data show	Shows details for a data asset in a workspace/registry. If you are using a registry, replace --workspace-name my-workspace with the --registry-name <registry-name> option.
az ml data update	Update a data 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 share	Share a specific environment from workspace to registry.
az ml environment show	Show details for an environment.
az ml environment update	Update an environment.
az ml feature-set	Manage Azure ML feature sets.
az ml feature-set archive	Archive a feature set.
az ml feature-set backfill	Begin backfill job.
az ml feature-set create	Create a feature set.
az ml feature-set get-feature	Get a feature for a feature set.
az ml feature-set list	List feature set in a feature store.
az ml feature-set list-features	List Features for a feature set.
az ml feature-set list-materialization-operation	List Materialization operation.
az ml feature-set restore	Restore an archived feature set.
az ml feature-set show	Shows details for a feature set.
az ml feature-set update	Update a feature set.
az ml feature-store	Manage Azure ML feature stores.
az ml feature-store create	Create a feature store.
az ml feature-store delete	Delete a feature store.
az ml feature-store list	List all the feature stores in a subscription.
az ml feature-store show	Show details for a feature store.
az ml feature-store update	Update a feature store.
az ml feature-store-entity	Manage Azure ML feature store entities.
az ml feature-store-entity archive	Archive a feature store entity.
az ml feature-store-entity create	Create a feature store entity.
az ml feature-store-entity list	List feature store entity in a feature store.
az ml feature-store-entity restore	Restore an archived feature store entity.
az ml feature-store-entity show	Shows details for a feature store entity.
az ml feature-store-entity update	Update a feature store entity.
az ml job	Manage Azure ML jobs.
az ml job archive	Archive a job.
az ml job cancel	Cancel a job.
az ml job connect-ssh	Set up ssh connection and sends the request to the SSH service running inside user's container through Tundra.
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 show-services	Show services of a job per node.
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/registry. If you are using a registry, replace --workspace-name my-workspace with the --registry-name <registry-name> option.
az ml model package	Package a model into an environment.
az ml model restore	Restore an archived model.
az ml model share	Share a specific model from workspace to registry.
az ml model show	Show details for a model in a workspace/registry. If you are using a registry, replace --workspace-name my-workspace with the --registry-name <registry-name> option.
az ml model update	Update a model in a workspace/registry.
az ml online-deployment	Manage Azure ML online deployments.
az ml online-deployment create	Create a deployment. If the deployment already exists, it will fail. If you want to update existing deployment, use az ml online-deployment update.
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 registry	Manage Azure ML registries.
az ml registry create	Create a registry.
az ml registry delete	Delete a given registry.
az ml registry list	List all the registries in a subscription or resource group.
az ml registry show	Show details for a registry.
az ml registry update	Update a registry.
az ml schedule	Manage Azure ML schedule resources.
az ml schedule create	Create a schedule.
az ml schedule delete	Delete a schedule. The previous triggered jobs will NOT be deleted.
az ml schedule disable	Disable a schedule so that it will stop triggering jobs.
az ml schedule enable	Enable a schedule so that it will continue triggering jobs.
az ml schedule list	List the schedules in a workspace.
az ml schedule show	Show details of a schedule.
az ml schedule update	Update a schedule.
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 outbound-rule	Manage outbound rules for the managed network of an Azure ML workspace.
az ml workspace outbound-rule list	List all the managed network outbound rules for a workspace.
az ml workspace outbound-rule remove	Remove an outbound rule from the managed network for a workspace.
az ml workspace outbound-rule show	Show details for a managed network outbound rule for a workspace.
az ml workspace provision-network	Provision workspace managed network.
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.