| external help file | Module Name | online version | schema |
|---|---|---|---|
Az.MachineLearningServices-help.xml |
Az.MachineLearningServices |
2.0.0 |
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-AzMLWorkspaceCompute -Name <String> -ResourceGroupName <String> -WorkspaceName <String>
[-SubscriptionId <String>] [-Compute <ICompute>] [-IdentityType <ManagedServiceIdentityType>]
[-IdentityUserAssigned <Hashtable>] [-Location <String>] [-SkuCapacity <Int32>] [-SkuFamily <String>]
[-SkuName <String>] [-SkuSize <String>] [-SkuTier <SkuTier>] [-Tag <Hashtable>] [-DefaultProfile <PSObject>]
[-AsJob] [-NoWait] [-ProgressAction <ActionPreference>] [-WhatIf] [-Confirm] [<CommonParameters>]
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.
# The datastore type includes 'AKS', 'Kubernetes', 'AmlCompute', 'ComputeInstance','DataFactory', 'VirtualMachine', 'HDInsight', 'Databricks', 'DataLakeAnalytics', 'SynapseSpark'.
# You can use following command to create it then pass it as value to Compute parameter of the New-AzMLWorkspaceCompute cmdlet.
# New-AzMLWorkspaceAmlComputeObject
# New-AzMLWorkspaceComputeInstanceObject
# New-AzMLWorkspaceAksObject
# New-AzMLWorkspaceKubernetesObject
# New-AzMLWorkspaceVirtualMachineObject
# New-AzMLWorkspaceHDInsightObject
# New-AzMLWorkspaceDataFactoryObject
# New-AzMLWorkspaceDatabricksObject
# New-AzMLWorkspaceDataLakeAnalyticsObject
# New-AzMLWorkspaceSynapseSparkObject
$aml = New-AzMLWorkspaceAmlComputeObject -OSType 'Linux' -VMSize "STANDARD_DS3_V2" -ScaleMaxNodeCount 8 -ScaleMinNodeCount 0 -RemoteLoginPortPublicAccess 'NotSpecified' -EnableNodePublicIP $true
New-AzMLWorkspaceCompute -ResourceGroupName ml-rg-test -WorkspaceName mlworkspace-test01 -Name aml02 -Location eastus -Compute $amlName SystemDataCreatedAt SystemDataCreatedBy SystemDataCreatedByType SystemDataLastModifiedAt SystemDataLastModifiedBy SystemDataLastModifiedByType Location ResourceGroupName
---- ------------------- ------------------- ----------------------- ------------------------ ------------------------ ---------------------------- -------- -----------------
aml02
Creates or updates compute. This call will overwrite a compute if it exists
Run the command as a job
Type: System.Management.Automation.SwitchParameter
Parameter Sets: (All)
Aliases:
Required: False
Position: Named
Default value: None
Accept pipeline input: False
Accept wildcard characters: FalseCompute properties To construct, see NOTES section for COMPUTE properties and create a hash table.
Type: Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Models.Api20240401.ICompute
Parameter Sets: (All)
Aliases:
Required: False
Position: Named
Default value: None
Accept pipeline input: False
Accept wildcard characters: FalseThe DefaultProfile parameter is not functional. Use the SubscriptionId parameter when available if executing the cmdlet against a different subscription.
Type: System.Management.Automation.PSObject
Parameter Sets: (All)
Aliases: AzureRMContext, AzureCredential
Required: False
Position: Named
Default value: None
Accept pipeline input: False
Accept wildcard characters: FalseType of managed service identity (where both SystemAssigned and UserAssigned types are allowed).
Type: Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Support.ManagedServiceIdentityType
Parameter Sets: (All)
Aliases:
Required: False
Position: Named
Default value: None
Accept pipeline input: False
Accept wildcard characters: FalseThe set of user assigned identities associated with the resource. The userAssignedIdentities dictionary keys will be ARM resource ids in the form: '/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.ManagedIdentity/userAssignedIdentities/{identityName}. The dictionary values can be empty objects ({}) in requests.
Type: System.Collections.Hashtable
Parameter Sets: (All)
Aliases:
Required: False
Position: Named
Default value: None
Accept pipeline input: False
Accept wildcard characters: FalseSpecifies the location of the resource.
Type: System.String
Parameter Sets: (All)
Aliases:
Required: False
Position: Named
Default value: None
Accept pipeline input: False
Accept wildcard characters: FalseName of the Azure Machine Learning compute.
Type: System.String
Parameter Sets: (All)
Aliases: ComputeName
Required: True
Position: Named
Default value: None
Accept pipeline input: False
Accept wildcard characters: FalseRun the command asynchronously
Type: System.Management.Automation.SwitchParameter
Parameter Sets: (All)
Aliases:
Required: False
Position: Named
Default value: None
Accept pipeline input: False
Accept wildcard characters: False{{ Fill ProgressAction Description }}
Type: System.Management.Automation.ActionPreference
Parameter Sets: (All)
Aliases: proga
Required: False
Position: Named
Default value: None
Accept pipeline input: False
Accept wildcard characters: FalseThe name of the resource group. The name is case insensitive.
Type: System.String
Parameter Sets: (All)
Aliases:
Required: True
Position: Named
Default value: None
Accept pipeline input: False
Accept wildcard characters: FalseIf the SKU supports scale out/in then the capacity integer should be included. If scale out/in is not possible for the resource this may be omitted.
Type: System.Int32
Parameter Sets: (All)
Aliases:
Required: False
Position: Named
Default value: None
Accept pipeline input: False
Accept wildcard characters: FalseIf the service has different generations of hardware, for the same SKU, then that can be captured here.
Type: System.String
Parameter Sets: (All)
Aliases:
Required: False
Position: Named
Default value: None
Accept pipeline input: False
Accept wildcard characters: FalseThe name of the SKU. Ex - P3. It is typically a letter+number code
Type: System.String
Parameter Sets: (All)
Aliases:
Required: False
Position: Named
Default value: None
Accept pipeline input: False
Accept wildcard characters: FalseThe SKU size. When the name field is the combination of tier and some other value, this would be the standalone code.
Type: System.String
Parameter Sets: (All)
Aliases:
Required: False
Position: Named
Default value: None
Accept pipeline input: False
Accept wildcard characters: FalseThis field is required to be implemented by the Resource Provider if the service has more than one tier, but is not required on a PUT.
Type: Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Support.SkuTier
Parameter Sets: (All)
Aliases:
Required: False
Position: Named
Default value: None
Accept pipeline input: False
Accept wildcard characters: FalseThe ID of the target subscription.
Type: System.String
Parameter Sets: (All)
Aliases:
Required: False
Position: Named
Default value: (Get-AzContext).Subscription.Id
Accept pipeline input: False
Accept wildcard characters: FalseContains resource tags defined as key/value pairs.
Type: System.Collections.Hashtable
Parameter Sets: (All)
Aliases:
Required: False
Position: Named
Default value: None
Accept pipeline input: False
Accept wildcard characters: FalseName of Azure Machine Learning workspace.
Type: System.String
Parameter Sets: (All)
Aliases:
Required: True
Position: Named
Default value: None
Accept pipeline input: False
Accept wildcard characters: FalsePrompts you for confirmation before running the cmdlet.
Type: System.Management.Automation.SwitchParameter
Parameter Sets: (All)
Aliases: cf
Required: False
Position: Named
Default value: None
Accept pipeline input: False
Accept wildcard characters: FalseShows what would happen if the cmdlet runs. The cmdlet is not run.
Type: System.Management.Automation.SwitchParameter
Parameter Sets: (All)
Aliases: wi
Required: False
Position: Named
Default value: None
Accept pipeline input: False
Accept wildcard characters: FalseThis cmdlet supports the common parameters: -Debug, -ErrorAction, -ErrorVariable, -InformationAction, -InformationVariable, -OutVariable, -OutBuffer, -PipelineVariable, -Verbose, -WarningAction, and -WarningVariable. For more information, see about_CommonParameters.