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

Name	Description	Type	Status
az ml azure-openai-deployment	Manage Azure OpenAI Deployments.	Extension	Preview
az ml azure-openai-deployment list	List Azure OpenAI deployments.	Extension	Preview
az ml batch-deployment	Manage Azure ML batch deployments.	Extension	GA
az ml batch-deployment create	Create a deployment. If the deployment already exists, it will be over-written with the new settings.	Extension	GA
az ml batch-deployment delete	Delete a deployment.	Extension	GA
az ml batch-deployment list	List deployments.	Extension	GA
az ml batch-deployment list-jobs	List the batch scoring jobs for a batch deployment.	Extension	GA
az ml batch-deployment show	Show a deployment.	Extension	GA
az ml batch-deployment update	Update a deployment.	Extension	GA
az ml batch-endpoint	Manage Azure ML batch endpoints.	Extension	GA
az ml batch-endpoint create	Create an endpoint.	Extension	GA
az ml batch-endpoint delete	Delete an endpoint.	Extension	GA
az ml batch-endpoint invoke	Invoke an endpoint.	Extension	GA
az ml batch-endpoint list	List endpoints in a workspace.	Extension	GA
az ml batch-endpoint list-jobs	List the batch scoring jobs for a batch endpoint.	Extension	GA
az ml batch-endpoint show	Show details for an endpoint.	Extension	GA
az ml batch-endpoint update	Update an endpoint.	Extension	GA
az ml component	Manage Azure ML components.	Extension	GA
az ml component archive	Archive a component.	Extension	GA
az ml component create	Create a component.	Extension	GA
az ml component list	List components in a workspace.	Extension	GA
az ml component restore	Restore an archived component.	Extension	GA
az ml component show	Show details for a component.	Extension	GA
az ml component update	Update a component. Currently only a few fields(description, display_name) support update.	Extension	GA
az ml compute	Manage Azure ML compute resources.	Extension	GA
az ml compute attach	Attach an existing compute resource to a workspace.	Extension	GA
az ml compute connect-ssh	Set up SSH connection to Compute Instance.	Extension	Preview
az ml compute create	Create a compute target.	Extension	GA
az ml compute delete	Delete a compute target.	Extension	GA
az ml compute detach	Detach a previously attached compute resource from a workspace.	Extension	GA
az ml compute enable-sso	Enable/Disable Single sign-on on Compute Instance.	Extension	Preview
az ml compute list	List the compute targets in a workspace.	Extension	GA
az ml compute list-nodes	List node details for a compute target. The only supported compute type for this command is AML compute.	Extension	GA
az ml compute list-sizes	List the VM sizes available by location.	Extension	GA
az ml compute list-usage	List the available usage resources for VMs.	Extension	GA
az ml compute restart	Restart a ComputeInstance target.	Extension	GA
az ml compute show	Show details for a compute target.	Extension	GA
az ml compute start	Start a ComputeInstance target.	Extension	GA
az ml compute stop	Stop a ComputeInstance target.	Extension	GA
az ml compute update	Update a compute target.	Extension	GA
az ml connection	Manage Azure ML workspace connection and its more specific derivatives.	Extension	Preview
az ml connection create	Create a connection.	Extension	Preview
az ml connection delete	Delete a connection.	Extension	Preview
az ml connection list	List all connections.	Extension	Preview
az ml connection show	Show details of a connection.	Extension	Preview
az ml connection update	Update a connection.	Extension	Preview
az ml data	Manage Azure ML data assets.	Extension	GA
az ml data archive	Archive a data asset.	Extension	GA
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.	Extension	GA
az ml data import	Import data and create a data asset.	Extension	Preview
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.	Extension	GA
az ml data list-materialization-status	Show status of list of data import materialization jobs that create versions of a data asset.	Extension	Preview
az ml data mount	Mount a specific data asset to a local path. For now only Linux is supported.	Extension	Preview
az ml data restore	Restore an archived data asset.	Extension	GA
az ml data share	Share a specific data asset from workspace to registry.	Extension	Preview
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.	Extension	GA
az ml data update	Update a data asset.	Extension	GA
az ml datastore	Manage Azure ML datastores.	Extension	GA
az ml datastore create	Create a datastore.	Extension	GA
az ml datastore delete	Delete a datastore.	Extension	GA
az ml datastore list	List datastores in a workspace.	Extension	GA
az ml datastore mount	Mount a specific datastore to a local path. For now only Linux is supported.	Extension	Preview
az ml datastore show	Show details for a datastore.	Extension	GA
az ml datastore update	Update a datastore.	Extension	GA
az ml environment	Manage Azure ML environments.	Extension	GA
az ml environment archive	Archive an environment.	Extension	GA
az ml environment create	Create an environment.	Extension	GA
az ml environment list	List environments in a workspace.	Extension	GA
az ml environment restore	Restore an archived environment.	Extension	GA
az ml environment share	Share a specific environment from workspace to registry.	Extension	GA
az ml environment show	Show details for an environment.	Extension	GA
az ml environment update	Update an environment.	Extension	GA
az ml feature-set	Manage Azure ML feature sets.	Extension	GA
az ml feature-set archive	Archive a feature set.	Extension	GA
az ml feature-set backfill	Begin backfill job.	Extension	GA
az ml feature-set create	Create a feature set.	Extension	GA
az ml feature-set get-feature	Gets a feature for a feature set.	Extension	Deprecated
az ml feature-set list	List feature set in a feature store.	Extension	GA
az ml feature-set list-features	List Features for a feature set.	Extension	GA
az ml feature-set list-materialization-operation	List Materialization operation.	Extension	GA
az ml feature-set restore	Restore an archived feature set.	Extension	GA
az ml feature-set show	Shows details for a feature set.	Extension	GA
az ml feature-set show-feature	Shows a feature for a feature set.	Extension	GA
az ml feature-set update	Update a feature set.	Extension	GA
az ml feature-store	Manage Azure ML feature stores.	Extension	GA
az ml feature-store-entity	Manage Azure ML feature store entities.	Extension	GA
az ml feature-store-entity archive	Archive a feature store entity.	Extension	GA
az ml feature-store-entity create	Create a feature store entity.	Extension	GA
az ml feature-store-entity list	List feature store entity in a feature store.	Extension	GA
az ml feature-store-entity restore	Restore an archived feature store entity.	Extension	GA
az ml feature-store-entity show	Shows details for a feature store entity.	Extension	GA
az ml feature-store-entity update	Update a feature store entity.	Extension	GA
az ml feature-store create	Create a feature store.	Extension	GA
az ml feature-store delete	Delete a feature store.	Extension	GA
az ml feature-store list	List all the feature stores in a subscription.	Extension	GA
az ml feature-store provision-network	Provision managed network.	Extension	GA
az ml feature-store show	Show details for a feature store.	Extension	GA
az ml feature-store update	Update a feature store.	Extension	GA
az ml index	Manage Azure ML indexes.	Extension	Preview
az ml index create	Create an index.	Extension	Preview
az ml index list	List indexes in a workspace.	Extension	Preview
az ml index show	Show details for an index in a workspace.	Extension	Preview
az ml job	Manage Azure ML jobs.	Extension	GA
az ml job archive	Archive a job.	Extension	GA
az ml job cancel	Cancel a job.	Extension	GA
az ml job connect-ssh	Set up ssh connection and sends the request to the SSH service running inside user's container through Tundra.	Extension	GA
az ml job create	Create a job.	Extension	GA
az ml job download	Download all job-related files.	Extension	GA
az ml job list	List jobs in a workspace.	Extension	GA
az ml job restore	Restore an archived job.	Extension	GA
az ml job show	Show details for a job.	Extension	GA
az ml job show-services	Show services of a job per node.	Extension	GA
az ml job stream	Stream job logs to the console.	Extension	GA
az ml job update	Update a job.	Extension	GA
az ml job validate	Validate a job. This command works for pipeline jobs only for now.	Extension	GA
az ml marketplace-subscription	Manage Azure ML marketplace subscriptions.	Extension	Preview
az ml marketplace-subscription create	Create a marketplace subscription.	Extension	Preview
az ml marketplace-subscription delete	Delete a marketplace subscription.	Extension	Preview
az ml marketplace-subscription list	List marketplace subscriptions in a workspace.	Extension	Preview
az ml marketplace-subscription show	Shows details for a marketplace subscription.	Extension	Preview
az ml model	Manage Azure ML models.	Extension	GA
az ml model archive	Archive a model.	Extension	GA
az ml model create	Create a model.	Extension	GA
az ml model download	Download all model-related files.	Extension	GA
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.	Extension	GA
az ml model package	Package a model into an environment.	Extension	Preview
az ml model restore	Restore an archived model.	Extension	GA
az ml model share	Share a specific model from workspace to registry.	Extension	GA
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.	Extension	GA
az ml model update	Update a model in a workspace/registry.	Extension	GA
az ml online-deployment	Manage Azure ML online deployments.	Extension	GA
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.	Extension	GA
az ml online-deployment delete	Delete a deployment.	Extension	GA
az ml online-deployment get-logs	Get the container logs for an online deployment.	Extension	GA
az ml online-deployment list	List deployments.	Extension	GA
az ml online-deployment show	Show a deployment.	Extension	GA
az ml online-deployment update	Update a deployment.	Extension	GA
az ml online-endpoint	Manage Azure ML online endpoints.	Extension	GA
az ml online-endpoint create	Create an endpoint.	Extension	GA
az ml online-endpoint delete	Delete an endpoint.	Extension	GA
az ml online-endpoint get-credentials	List the token/keys for an online endpoint.	Extension	GA
az ml online-endpoint invoke	Invoke an endpoint.	Extension	GA
az ml online-endpoint list	List endpoints in a workspace.	Extension	GA
az ml online-endpoint regenerate-keys	Regenerate the keys for an online endpoint.	Extension	GA
az ml online-endpoint show	Show details for an endpoint.	Extension	GA
az ml online-endpoint update	Update an endpoint.	Extension	GA
az ml registry	Manage Azure ML registries.	Extension	GA
az ml registry create	Create a registry.	Extension	GA
az ml registry delete	Delete a given registry.	Extension	GA
az ml registry list	List all the registries in a subscription or resource group.	Extension	GA
az ml registry show	Show details for a registry.	Extension	GA
az ml registry update	Update a registry.	Extension	GA
az ml schedule	Manage Azure ML schedule resources.	Extension	GA
az ml schedule create	Create a schedule.	Extension	GA
az ml schedule delete	Delete a schedule. The previous triggered jobs will NOT be deleted.	Extension	GA
az ml schedule disable	Disable a schedule so that it will stop triggering jobs.	Extension	GA
az ml schedule enable	Enable a schedule so that it will continue triggering jobs.	Extension	GA
az ml schedule list	List the schedules in a workspace.	Extension	GA
az ml schedule show	Show details of a schedule.	Extension	GA
az ml schedule trigger	Trigger a schedule once.	Extension	GA
az ml schedule update	Update a schedule.	Extension	GA
az ml serverless-endpoint	Manage Azure ML serverless endpoints.	Extension	Preview
az ml serverless-endpoint create	Create a serverless endpoint.	Extension	Preview
az ml serverless-endpoint delete	Delete a serverless endpoint.	Extension	Preview
az ml serverless-endpoint get-credentials	List the keys for a serverless endpoint.	Extension	Preview
az ml serverless-endpoint list	List serverless endpoints in a workspace.	Extension	Preview
az ml serverless-endpoint regenerate-keys	Regenerate the keys for a serverless endpoint.	Extension	Preview
az ml serverless-endpoint show	Shows details for a serverless endpoint.	Extension	Preview
az ml serverless-endpoint update	Update a serverlesss endpoint.	Extension	Preview
az ml workspace	Manage Azure ML workspaces.	Extension	GA
az ml workspace create	Create a workspace.	Extension	GA
az ml workspace delete	Delete a workspace.	Extension	GA
az ml workspace diagnose	Diagnose workspace setup problems.	Extension	GA
az ml workspace list	List all the workspaces in a subscription.	Extension	GA
az ml workspace list-keys	List workspace keys for dependent resources such as Azure Storage, Azure Container Registry, and Azure Application Insights.	Extension	GA
az ml workspace outbound-rule	Manage outbound rules for the managed network of an Azure ML workspace.	Extension	GA
az ml workspace outbound-rule list	List all the managed network outbound rules for a workspace.	Extension	GA
az ml workspace outbound-rule remove	Remove an outbound rule from the managed network for a workspace.	Extension	GA
az ml workspace outbound-rule set	Add or update an outbound rule in the managed network for a workspace.	Extension	GA
az ml workspace outbound-rule show	Show details for a managed network outbound rule for a workspace.	Extension	GA
az ml workspace provision-network	Provision workspace managed network.	Extension	GA
az ml workspace show	Show details for a workspace.	Extension	GA
az ml workspace sync-keys	Sync workspace keys for dependent resources such as Azure Storage, Azure Container Registry, and Azure Application Insights.	Extension	GA
az ml workspace update	Update a workspace.	Extension	GA