Az.MachineLearningServices Module

Gets the currently assigned Workspace Quotas based on VMFamily.

Gets the current usage information as well as limits for AML resources for given subscription and location.

Returns supported VM Sizes in a location

Gets the properties of the specified machine learning workspace.

Gets a batch inference deployment by id.

Gets a batch inference endpoint by name.

Get version.

Get container.

Get version.

Gets compute definition by its name. Any secrets (storage keys, service credentials, etc) are not returned - use 'keys' nested resource to get them.

Gets secrets related to Machine Learning compute (storage keys, service credentials, etc).

Get the details (e.g IP address, port etc) of all the compute nodes in the compute.

Get a new workspace connection

Get container.

Get datastore.

Get datastore secrets.

Get version.

Get container.

Get version.

Lists all enabled features for a workspace

Gets a Job by name/id.

Lists all the keys associated with this workspace. This includes keys for the storage account, app insights and password for container registry

Get container.

Get version.

return notebook access token and refresh token

List keys of a notebook.

Get Inference Deployment Deployment.

Polls an Endpoint operation.

List Inference Endpoint Deployment Skus.

Get Online Endpoint.

List EndpointAuthKeys for an Endpoint using Key-based authentication.

Retrieve a valid AML token for an Endpoint using AMLToken-based authentication.

Called by Client (Portal, CLI, etc) to get a list of all external outbound dependencies (FQDNs) programmatically.

List storage account keys of a workspace.

Diagnose workspace setup issue.

Prepare a notebook.

Creates or updates a workspace with the specified parameters.

Create an in-memory object for AadAuthTypeWorkspaceConnectionProperties.

Create an in-memory object for AccessKeyAuthTypeWorkspaceConnectionProperties.

Create an in-memory object for AccountKeyAuthTypeWorkspaceConnectionProperties.

Create an in-memory object for Aks.

Create an in-memory object for AmlCompute.

Create an in-memory object for ApiKeyAuthWorkspaceConnectionProperties.

Creates/updates a batch inference deployment (asynchronous).

Creates a batch inference endpoint (asynchronous).

Create or update version.

Create an in-memory object for CommandJob.

Create or update container.

Create or update version.

Creates or updates compute. This call will overwrite a compute if it exists. This is a nonrecoverable operation. If your intent is to create a new compute, do a GET first to verify that it does not exist yet.

Create an in-memory object for ComputeInstance.

Create an in-memory object for ComputeStartStopSchedule.

Creating or updating a new workspace connection

Create an in-memory object for CustomKeysWorkspaceConnectionProperties.

Create an in-memory object for CustomModelJobInput.

Create an in-memory object for CustomModelJobOutput.

Create an in-memory object for Databricks.

Create or update container.

Create an in-memory object for DataFactory.

Create an in-memory object for DataLakeAnalytics.

Create an in-memory object for DataPathAssetReference.

Create or update datastore.

Create an in-memory object for AzureBlobDatastore.

Create an in-memory object for CertificateDatastoreCredentials.

Create an in-memory object for AzureDataLakeGen1Datastore.

Create an in-memory object for AzureDataLakeGen2Datastore.

Create an in-memory object for AzureFileDatastore.

Create an in-memory object for AccountKeyDatastoreCredentials.

Create an in-memory object for NoneDatastoreCredentials.

Create an in-memory object for SasDatastoreCredentials.

Create an in-memory object for ServicePrincipalDatastoreCredentials.

Create or update version.

Creates or updates an EnvironmentVersion.

Create an in-memory object for HDInsight.

Create an in-memory object for IdAssetReference.

Creates and executes a Job.\r\nFor update case, the Tags in the definition passed in will replace Tags in the existing job.

Create an in-memory object for JobService.

Create an in-memory object for Kubernetes.

Create an in-memory object for LiteralJobInput.

Create an in-memory object for ManagedIdentityAuthTypeWorkspaceConnectionProperties.

Create an in-memory object for MLFlowModelJobInput.

Create an in-memory object for MLFlowModelJobOutput.

Create an in-memory object for MLTableJobInput.

Create an in-memory object for MLTableJobOutput.

Create or update container.

Create or update version.

Create an in-memory object for NoneAuthTypeWorkspaceConnectionProperties.

Create an in-memory object for OAuth2AuthTypeWorkspaceConnectionProperties.

Create or update Inference Endpoint Deployment (asynchronous).

Create or update Online Endpoint (asynchronous).

Regenerate EndpointAuthKeys for an Endpoint using Key-based authentication (asynchronous).

Create an in-memory object for OutputPathAssetReference.

Create an in-memory object for PatAuthTypeWorkspaceConnectionProperties.

Create an in-memory object for PipelineJob.

Create an in-memory object for QuotaBaseProperties.

Create an in-memory object for SasAuthTypeWorkspaceConnectionProperties.

Create an in-memory object for ServicePrincipalAuthTypeWorkspaceConnectionProperties.

Create an in-memory object for SharedPrivateLinkResource.

Create an in-memory object for SweepJob.

Create an in-memory object for SynapseSpark.

Create an in-memory object for TritonModelJobInput.

Create an in-memory object for TritonModelJobOutput.

Create an in-memory object for UriFileJobInput.

Create an in-memory object for UriFileJobOutput.

Create an in-memory object for UriFolderJobInput.

Create an in-memory object for UriFolderJobOutput.

Create an in-memory object for UsernamePasswordAuthTypeWorkspaceConnectionProperties.

Create an in-memory object for VirtualMachine.

Deletes a machine learning workspace.

Delete Batch Inference deployment (asynchronous).

Delete Batch Inference Endpoint (asynchronous).

Delete version.

Delete container.

Delete version.

Deletes specified Machine Learning compute.

Remove a new workspace connection

Delete container.

Delete datastore.

Delete version.

Delete container.

Delete version.

Deletes a Job (asynchronous).

Delete container.

Delete version.

Delete Inference Endpoint Deployment (asynchronous).

Delete Online Endpoint (asynchronous).

Posts a restart action to a compute instance

Posts a start action to a compute instance

Posts a stop action to a compute instance

Cancels a Job (asynchronous).

Resync all the keys associated with this workspace. This includes keys for the storage account, app insights and password for container registry

Update quota for each VM family in workspace.

Updates a machine learning workspace with the specified parameters.

Update a batch inference deployment (asynchronous).

Update a batch inference endpoint (asynchronous).

Updates properties of a compute. This call will overwrite a compute if it exists. This is a nonrecoverable operation.

Update Online Deployment (asynchronous).

Update Online Endpoint (asynchronous).