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Az.MachineLearningServices

Microsoft Azure PowerShell:MachineLearningServices cmdlet

机器学习

Get-AzMLServiceQuota

Gets the currently assigned Workspace Quotas based on VMFamily.

Get-AzMLServiceUsage

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

Get-AzMLServiceVMSize

Returns supported VM Sizes in a location

Get-AzMLWorkspace

Gets the properties of the specified machine learning workspace.

Get-AzMLWorkspaceBatchDeployment

Gets a batch inference deployment by id.

Get-AzMLWorkspaceBatchEndpoint

Gets a batch inference endpoint by name.

Get-AzMLWorkspaceCodeVersion

Get version.

Get-AzMLWorkspaceComponentContainer

Get container.

Get-AzMLWorkspaceComponentVersion

Get version.

Get-AzMLWorkspaceCompute

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

Get-AzMLWorkspaceComputeKey

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

Get-AzMLWorkspaceComputeNode

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

Get-AzMLWorkspaceConnection
Get-AzMLWorkspaceDataContainer

Get container.

Get-AzMLWorkspaceDatastore

Get datastore.

Get-AzMLWorkspaceDatastoreSecret

Get datastore secrets.

Get-AzMLWorkspaceDataVersion

Get version.

Get-AzMLWorkspaceEnvironmentContainer

Get container.

Get-AzMLWorkspaceEnvironmentVersion

Get version.

Get-AzMLWorkspaceFeature

Lists all enabled features for a workspace

Get-AzMLWorkspaceJob

Gets a Job by name/id.

Get-AzMLWorkspaceKey

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

Get-AzMLWorkspaceModelContainer

Get container.

Get-AzMLWorkspaceModelVersion

Get version.

Get-AzMLWorkspaceNotebookAccessToken

return notebook access token and refresh token

Get-AzMLWorkspaceNotebookKey

List keys of a notebook.

Get-AzMLWorkspaceOnlineDeployment

Get Inference Deployment Deployment.

Get-AzMLWorkspaceOnlineDeploymentLog

Polls an Endpoint operation.

Get-AzMLWorkspaceOnlineDeploymentSku

List Inference Endpoint Deployment Skus.

Get-AzMLWorkspaceOnlineEndpoint

Get Online Endpoint.

Get-AzMLWorkspaceOnlineEndpointKey

List EndpointAuthKeys for an Endpoint using Key-based authentication.

Get-AzMLWorkspaceOnlineEndpointToken

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

Get-AzMLWorkspaceOutboundNetworkDependencyEndpoint

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

Get-AzMLWorkspaceStorageAccountKey

List storage account keys of a workspace.

Invoke-AzMLWorkspaceDiagnose

Diagnose workspace setup issue.

Invoke-AzMLWorkspaceNotebook

Prepare a notebook.

New-AzMLWorkspace

Creates or updates a workspace with the specified parameters.

New-AzMLWorkspaceAksObject

Create an in-memory object for Aks.

New-AzMLWorkspaceAmlComputeObject

Create an in-memory object for AmlCompute.

New-AzMLWorkspaceBatchDeployment

Creates/updates a batch inference deployment (asynchronous).

New-AzMLWorkspaceBatchEndpoint

Creates a batch inference endpoint (asynchronous).

New-AzMLWorkspaceCodeVersion

Create or update version.

New-AzMLWorkspaceCommandJobObject

Create an in-memory object for CommandJob.

New-AzMLWorkspaceComponentContainer

Create or update container.

New-AzMLWorkspaceComponentVersion

Create or update version.

New-AzMLWorkspaceCompute

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.

New-AzMLWorkspaceComputeInstanceObject

Create an in-memory object for ComputeInstance.

New-AzMLWorkspaceComputeStartStopScheduleObject

Create an in-memory object for ComputeStartStopSchedule.

New-AzMLWorkspaceConnection
New-AzMLWorkspaceCustomModelJobInputObject

Create an in-memory object for CustomModelJobInput.

New-AzMLWorkspaceCustomModelJobOutputObject

Create an in-memory object for CustomModelJobOutput.

New-AzMLWorkspaceDatabricksObject

Create an in-memory object for Databricks.

New-AzMLWorkspaceDataContainer

Create or update container.

New-AzMLWorkspaceDataFactoryObject

Create an in-memory object for DataFactory.

New-AzMLWorkspaceDataLakeAnalyticsObject

Create an in-memory object for DataLakeAnalytics.

New-AzMLWorkspaceDatastore

Create or update datastore.

New-AzMLWorkspaceDatastoreBlobObject

Create an in-memory object for AzureBlobDatastore.

New-AzMLWorkspaceDatastoreCredentialObject

Create an in-memory object for CertificateDatastoreCredentials.

New-AzMLWorkspaceDatastoreDataLakeGen1Object

Create an in-memory object for AzureDataLakeGen1Datastore.

New-AzMLWorkspaceDatastoreDataLakeGen2Object

Create an in-memory object for AzureDataLakeGen2Datastore.

New-AzMLWorkspaceDatastoreFileObject

Create an in-memory object for AzureFileDatastore.

New-AzMLWorkspaceDatastoreKeyCredentialObject

Create an in-memory object for AccountKeyDatastoreCredentials.

New-AzMLWorkspaceDatastoreNoneCredentialObject

Create an in-memory object for NoneDatastoreCredentials.

New-AzMLWorkspaceDatastoreSasCredentialObject

Create an in-memory object for SasDatastoreCredentials.

New-AzMLWorkspaceDatastoreServicePrincipalCredentialObject

Create an in-memory object for ServicePrincipalDatastoreCredentials.

New-AzMLWorkspaceDataVersion

Create or update version.

New-AzMLWorkspaceEnvironmentVersion

Creates or updates an EnvironmentVersion.

New-AzMLWorkspaceHDInsightObject

Create an in-memory object for HDInsight.

New-AzMLWorkspaceJob

Creates and executes a Job.

New-AzMLWorkspaceJobServiceObject

Create an in-memory object for JobService.

New-AzMLWorkspaceKubernetesObject

Create an in-memory object for Kubernetes.

New-AzMLWorkspaceLiteralJobInputObject

Create an in-memory object for LiteralJobInput.

New-AzMLWorkspaceMLFlowModelJobInputObject

Create an in-memory object for MLFlowModelJobInput.

New-AzMLWorkspaceMLFlowModelJobOutputObject

Create an in-memory object for MLFlowModelJobOutput.

New-AzMLWorkspaceMLTableJobInputObject

Create an in-memory object for MLTableJobInput.

New-AzMLWorkspaceMLTableJobOutputObject

Create an in-memory object for MLTableJobOutput.

New-AzMLWorkspaceModelContainer

Create or update container.

New-AzMLWorkspaceModelVersion

Create or update version.

New-AzMLWorkspaceOnlineDeployment

Create or update Inference Endpoint Deployment (asynchronous).

New-AzMLWorkspaceOnlineEndpoint

Create or update Online Endpoint (asynchronous).

New-AzMLWorkspaceOnlineEndpointKey

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

New-AzMLWorkspacePipelineJobObject

Create an in-memory object for PipelineJob.

New-AzMLWorkspaceQuotaPropertiesObject

Create an in-memory object for QuotaBaseProperties.

New-AzMLWorkspaceSharedPrivateLinkResourceObject

Create an in-memory object for SharedPrivateLinkResource.

New-AzMLWorkspaceSweepJobObject

Create an in-memory object for SweepJob.

New-AzMLWorkspaceSynapseSparkObject

Create an in-memory object for SynapseSpark.

New-AzMLWorkspaceTritonModelJobInputObject

Create an in-memory object for TritonModelJobInput.

New-AzMLWorkspaceTritonModelJobOutputObject

Create an in-memory object for TritonModelJobOutput.

New-AzMLWorkspaceUriFileJobInputObject

Create an in-memory object for UriFileJobInput.

New-AzMLWorkspaceUriFileJobOutputObject

Create an in-memory object for UriFileJobOutput.

New-AzMLWorkspaceUriFolderJobInputObject

Create an in-memory object for UriFolderJobInput.

New-AzMLWorkspaceUriFolderJobOutputObject

Create an in-memory object for UriFolderJobOutput.

New-AzMLWorkspaceVirtualMachineObject

Create an in-memory object for VirtualMachine.

Remove-AzMLWorkspace

Deletes a machine learning workspace.

Remove-AzMLWorkspaceBatchDeployment

Delete Batch Inference deployment (asynchronous).

Remove-AzMLWorkspaceBatchEndpoint

Delete Batch Inference Endpoint (asynchronous).

Remove-AzMLWorkspaceCodeVersion

Delete version.

Remove-AzMLWorkspaceComponentContainer

Delete container.

Remove-AzMLWorkspaceComponentVersion

Delete version.

Remove-AzMLWorkspaceCompute

Deletes specified Machine Learning compute.

Remove-AzMLWorkspaceConnection
Remove-AzMLWorkspaceDataContainer

Delete container.

Remove-AzMLWorkspaceDatastore

Delete datastore.

Remove-AzMLWorkspaceDataVersion

Delete version.

Remove-AzMLWorkspaceEnvironmentContainer

Delete container.

Remove-AzMLWorkspaceEnvironmentVersion

Delete version.

Remove-AzMLWorkspaceJob

Deletes a Job (asynchronous).

Remove-AzMLWorkspaceModelContainer

Delete container.

Remove-AzMLWorkspaceModelVersion

Delete version.

Remove-AzMLWorkspaceOnlineDeployment

Delete Inference Endpoint Deployment (asynchronous).

Remove-AzMLWorkspaceOnlineEndpoint

Delete Online Endpoint (asynchronous).

Restart-AzMLWorkspaceCompute

Posts a restart action to a compute instance

Start-AzMLWorkspaceCompute

Posts a start action to a compute instance

Stop-AzMLWorkspaceCompute

Posts a stop action to a compute instance

Stop-AzMLWorkspaceJob

Cancels a Job (asynchronous).

Sync-AzMLWorkspaceKey

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

Update-AzMLServiceQuota

Update quota for each VM family in workspace.

Update-AzMLWorkspace

Updates a machine learning workspace with the specified parameters.

Update-AzMLWorkspaceBatchDeployment

Update a batch inference deployment (asynchronous).

Update-AzMLWorkspaceBatchEndpoint

Update a batch inference endpoint (asynchronous).

Update-AzMLWorkspaceCompute

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

Update-AzMLWorkspaceOnlineDeployment

Update Online Deployment (asynchronous).

Update-AzMLWorkspaceOnlineEndpoint

Update Online Endpoint (asynchronous).