az ml

Note

This reference is part of the azure-cli-ml extension for the Azure CLI (version 2.0.28 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 v1.

[Warning] Azure ML CLI v1 is getting retired on September 30, 2025. Users are recommended to adopt CLI v2. Use documentation at https://aka.ms/migrateamlv2 and https://aka.ms/amlcliv2 to learn more about CLI v2. Install Azure CLI ML extension v1 https://docs.microsoft.com/azure/machine-learning/reference-azure-machine-learning-cli.

Commands

Name	Description	Type	Status
az ml computetarget	Computetarget subgroup commands.	Extension	GA
az ml computetarget amlcompute	AzureML compute commands.	Extension	GA
az ml computetarget amlcompute identity	AzureML compute target identity commands.	Extension	GA
az ml computetarget amlcompute identity assign	Assign identity to an AzureML compute target.	Extension	GA
az ml computetarget amlcompute identity remove	Remove identity from an AzureML compute target.	Extension	GA
az ml computetarget amlcompute identity show	Display identities of an AzureML compute target.	Extension	GA
az ml computetarget attach	Attach subgroup commands.	Extension	GA
az ml computetarget attach aks	Attach an AKS cluster to the workspace.	Extension	GA
az ml computetarget attach kubernetes	Attach a KubernetesCompute as a compute target to the workspace.	Extension	GA
az ml computetarget attach remote	Attach a remote machine without Docker as a compute target to the workspace.	Extension	GA
az ml computetarget computeinstance	AzureML compute instance commands.	Extension	GA
az ml computetarget computeinstance restart	Restart a compute instance.	Extension	GA
az ml computetarget computeinstance start	Start a compute instance.	Extension	GA
az ml computetarget computeinstance stop	Stop a compute instance.	Extension	GA
az ml computetarget create	Create a compute target (aks or amlcompute or computeinstance).	Extension	GA
az ml computetarget create aks	Create an AKS compute target.	Extension	GA
az ml computetarget create amlcompute	Create an AzureML compute target.	Extension	GA
az ml computetarget create computeinstance	Create an AzureML compute instance target.	Extension	GA
az ml computetarget create datafactory	Create a data factory compute target.	Extension	GA
az ml computetarget delete	Delete a compute target (aks or amlcompute or computeinstance).	Extension	GA
az ml computetarget detach	Detach a compute target (aks or remote) from a workspace.	Extension	GA
az ml computetarget get-credentials	Get credentials for a compute target (aks or remote).	Extension	GA
az ml computetarget list	List all the compute targets attached to a workspace.	Extension	GA
az ml computetarget show	Show details of a specific compute target.	Extension	GA
az ml computetarget update	Update a compute target (aks or amlcompute).	Extension	GA
az ml computetarget update aks	Update an AKS compute target.	Extension	GA
az ml computetarget update amlcompute	Update an AzureML compute target.	Extension	GA
az ml dataset	Commands for managing datasets in Azure Machine Learning Workspace.	Extension	GA
az ml dataset archive	Archive an active or deprecated dataset.	Extension	GA
az ml dataset deprecate	Deprecate an active dataset in a workspace by another dataset.	Extension	GA
az ml dataset list	List all datasets in the workspace.	Extension	GA
az ml dataset reactivate	Reactivate an archived or deprecated dataset.	Extension	GA
az ml dataset register	Register a new dataset from the specified file.	Extension	GA
az ml dataset show	Get details of a dataset by its id or registration name.	Extension	GA
az ml dataset unregister	Unregister all versions under the specified registration name.	Extension	GA
az ml datastore	Commands for managing and using datastores with the Azure ML Workspace.	Extension	GA
az ml datastore attach-adls	Attach an ADLS datastore.	Extension	GA
az ml datastore attach-adls-gen2	Attach a ADLS Gen2 datastore.	Extension	GA
az ml datastore attach-blob	Attach a blob storage datastore.	Extension	GA
az ml datastore attach-dbfs	Attach a Databricks File System datastore.	Extension	GA
az ml datastore attach-file	Attach a file share datastore.	Extension	GA
az ml datastore attach-mysqldb	Attach an Azure MySQL datastore.	Extension	GA
az ml datastore attach-psqldb	Attach an Azure PostgreSQL datastore.	Extension	GA
az ml datastore attach-sqldb	Attach an Azure SQL datastore.	Extension	GA
az ml datastore detach	Detach a datastore by name.	Extension	GA
az ml datastore download	Download files from a Datastore.	Extension	GA
az ml datastore list	List datastores in the workspace.	Extension	GA
az ml datastore set-default	Set the workspace default datastore by name.	Extension	GA
az ml datastore show	Show a single datastore by name.	Extension	GA
az ml datastore show-default	Show the workspace default datastore.	Extension	GA
az ml datastore upload	Upload files to a Datastore.	Extension	GA
az ml endpoint	Manage machine learning endpoints.	Extension	GA
az ml endpoint realtime	Manage operationalized realtime endpoints.	Extension	GA
az ml endpoint realtime create-version	Create a version for realtime endpoint in the workspace.	Extension	GA
az ml endpoint realtime delete	Delete a realtime endpoint and its version from the workspace.	Extension	GA
az ml endpoint realtime delete-version	Delete a version for realtime endpoint in the workspace.	Extension	GA
az ml endpoint realtime get-access-token	Get a token to issue requests a realtime endpoint.	Extension	GA
az ml endpoint realtime get-keys	Get keys to issue requests against a realtime endpoint.	Extension	GA
az ml endpoint realtime get-logs	Get logs for a realtime endpoint.	Extension	GA
az ml endpoint realtime list	List realtime endpoints in the workspace.	Extension	GA
az ml endpoint realtime regen-key	Regenerate keys for a realtime endpoint.	Extension	GA
az ml endpoint realtime run	Run a realtime endpoint in the workspace.	Extension	GA
az ml endpoint realtime show	Show details for a realtime endpoint in the workspace.	Extension	GA
az ml endpoint realtime update	Update a realtime endpoint in the workspace.	Extension	GA
az ml endpoint realtime update-version	Update a version for realtime endpoint in the workspace.	Extension	GA
az ml environment	Commands to manage environments.	Extension	GA
az ml environment download	Download an environment definition to a specified directory.	Extension	GA
az ml environment list	List environments in a workspace.	Extension	GA
az ml environment register	Register an environment definition from a specified directory.	Extension	GA
az ml environment scaffold	Scaffold the files for a default environment definition in the specified directory.	Extension	GA
az ml environment show	Show an environment by name and optionally version.	Extension	GA
az ml experiment	Commands to manage experiments.	Extension	GA
az ml experiment list	List experiments in a workspace.	Extension	GA
az ml folder	Folder subgroup commands.	Extension	GA
az ml folder attach	Attach a folder to an AzureML workspace and optionally a specific experiment to use by default. If experiment name is not specified, it defaults to the folder name.	Extension	GA
az ml model	Manage machine learning models.	Extension	GA
az ml model delete	Delete a model from the workspace.	Extension	GA
az ml model deploy	Deploy model(s) from the workspace.	Extension	GA
az ml model download	Download a model from the workspace.	Extension	GA
az ml model list	List models in the workspace.	Extension	GA
az ml model package	Package a model in the workspace.	Extension	GA
az ml model profile	Profile model(s) in the workspace.	Extension	GA
az ml model register	Register a model to the workspace.	Extension	GA
az ml model show	Show a model in the workspace.	Extension	GA
az ml model update	Update a model in the workspace.	Extension	GA
az ml pipeline	Pipeline subgroup commands.	Extension	GA
az ml pipeline clone	Generate yml definition describing the pipeline run, supported only for ModuleStep for now.	Extension	GA
az ml pipeline clone-draft	Create a pipeline draft from an existing pipeline.	Extension	GA
az ml pipeline create	Create a pipeline from a yaml definition.	Extension	GA
az ml pipeline create-draft	Create a pipeline draft from a yml definition.	Extension	GA
az ml pipeline create-schedule	Create a schedule.	Extension	GA
az ml pipeline delete-draft	Delete a pipeline draft.	Extension	GA
az ml pipeline disable	Disable a pipeline from running.	Extension	GA
az ml pipeline disable-schedule	Disable a schedule from running.	Extension	GA
az ml pipeline enable	Enable a pipeline and allow it to run.	Extension	GA
az ml pipeline enable-schedule	Enable a schedule and allow it to run.	Extension	GA
az ml pipeline get	Generate yml definition describing the pipeline.	Extension	GA
az ml pipeline last-pipeline-run	Show last pipeline run for a schedule.	Extension	GA
az ml pipeline list	List all pipelines and respective schedules in the workspace.	Extension	GA
az ml pipeline list-drafts	List pipeline drafts in the workspace.	Extension	GA
az ml pipeline list-steps	List the step runs generated from a pipeline run.	Extension	GA
az ml pipeline pipeline-runs-list	List pipeline runs generated from a schedule.	Extension	GA
az ml pipeline publish-draft	Publish a pipeline draft as a published pipeline.	Extension	GA
az ml pipeline show	Show details of a pipeline and respective schedules.	Extension	GA
az ml pipeline show-draft	Show details of a pipeline draft.	Extension	GA
az ml pipeline show-schedule	Show details of a schedule.	Extension	GA
az ml pipeline submit-draft	Submit a run from the pipeline draft.	Extension	GA
az ml pipeline update-draft	Update a pipeline draft.	Extension	GA
az ml pipeline update-schedule	Update a schedule.	Extension	GA
az ml run	Commands for submitting, updating, and monitoring runs.	Extension	GA
az ml run cancel	Cancel run.	Extension	GA
az ml run download-logs	Download log files.	Extension	GA
az ml run list	List runs.	Extension	GA
az ml run monitor-logs	Monitor the logs for an existing run.	Extension	GA
az ml run monitor-tensorboard	Monitor an existing run using tensorboard.	Extension	GA
az ml run show	Show run.	Extension	GA
az ml run submit-hyperdrive	Submit a hyper parameter sweep using run config.	Extension	GA
az ml run submit-pipeline	Submit a pipeline for execution, from a published pipeline ID or pipeline YAML file.	Extension	GA
az ml run submit-script	Submit a script for execution.	Extension	GA
az ml run update	Update the run by adding tags.	Extension	GA
az ml service	Manage operationalized services.	Extension	GA
az ml service delete	Delete a service from the workspace.	Extension	GA
az ml service get-access-token	Get a token to issue requests a service.	Extension	GA
az ml service get-keys	Get keys to issue requests against a service.	Extension	GA
az ml service get-logs	Get logs for a service.	Extension	GA
az ml service list	List services in the workspace.	Extension	GA
az ml service regen-key	Regenerate keys for a service.	Extension	GA
az ml service run	Run a service in the workspace.	Extension	GA
az ml service show	Show details for a service in the workspace.	Extension	GA
az ml service update	Update a service in the workspace.	Extension	GA
az ml workspace	Workspace subgroup commands.	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 workspaces.	Extension	GA
az ml workspace list-keys	List workspace keys for dependent resources such as storage, acr, and app insights.	Extension	GA
az ml workspace private-endpoint	Workspace private endpoint subgroup commands.	Extension	GA
az ml workspace private-endpoint add	Add private endpoint to a workspace.	Extension	GA
az ml workspace private-endpoint delete	Delete the specified private endpoint Connection in the workspace.	Extension	GA
az ml workspace private-endpoint list	List all private endpoints in a workspace.	Extension	GA
az ml workspace share	Share a workspace with another user with a given role.	Extension	GA
az ml workspace show	Show a workspace.	Extension	GA
az ml workspace sync-keys	Sync workspace keys for dependent resources such as storage, acr, and app insights.	Extension	GA
az ml workspace update	Update a workspace.	Extension	GA
az ml workspace update-dependencies	Update workspace dependent resources.	Extension	GA