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 |
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 |
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 |
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 |
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 |
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 |
