New-AzMLWorkspaceModelVersion

Reference

Module:: Az.MachineLearningServices

Create or update version.

Syntax

New-AzMLWorkspaceModelVersion
   -Name <String>
   -ResourceGroupName <String>
   -Version <String>
   -WorkspaceName <String>
   [-SubscriptionId <String>]
   [-Description <String>]
   [-Flavor <Hashtable>]
   [-IsAnonymou]
   [-IsArchived]
   [-JobName <String>]
   [-ModelType <String>]
   [-ModelUri <String>]
   [-ResourceBaseProperty <Hashtable>]
   [-Stage <String>]
   [-Tag <Hashtable>]
   [-DefaultProfile <PSObject>]
   [-WhatIf]
   [-Confirm]
   [<CommonParameters>]

Description

Create or update version.

Examples

Example 1: Create or update model version

New-AzMLWorkspaceModelVersion  -ResourceGroupName ml-rg-test -WorkspaceName mlworkspace-cli01 -Name modelcontainerpwsh01 -Version 1 -ModelType "mlflow_model" -ModelUri "azureml://subscriptions/9e223dbe-3399-4e19-88eb-0975f02ac87f/resourceGroups/ml-rg-test/workspaces/mlworkspace-cli01/datastores/workspaceartifactstore/paths/ExperimentRun/dcid.plucky_collar_5x0ds0fgb3/model"

Name SystemDataCreatedAt SystemDataCreatedBy                 SystemDataCreatedByType SystemDataLastModifiedAt SystemDataLastModifiedBy            SystemDataLastModifiedByType ResourceGroupName
---- ------------------- -------------------                 ----------------------- ------------------------ ------------------------            ---------------------------- -----------------
1    6/1/2022 4:29:14 PM UserName (Example)         User                    6/1/2022 4:29:14 PM      UserName (Example)         User                         ml-rg-test

Create or update model version

Parameters

-Confirm

Prompts you for confirmation before running the cmdlet.

Type:	SwitchParameter
Aliases:	cf
Position:	Named
Default value:	None
Required:	False
Accept pipeline input:	False
Accept wildcard characters:	False

-DefaultProfile

The DefaultProfile parameter is not functional. Use the SubscriptionId parameter when available if executing the cmdlet against a different subscription.

Type:	PSObject
Aliases:	AzureRMContext, AzureCredential
Position:	Named
Default value:	None
Required:	False
Accept pipeline input:	False
Accept wildcard characters:	False

-Description

The asset description text.

Type:	String
Position:	Named
Default value:	None
Required:	False
Accept pipeline input:	False
Accept wildcard characters:	False

-Flavor

Mapping of model flavors to their properties.

Type:	Hashtable
Position:	Named
Default value:	None
Required:	False
Accept pipeline input:	False
Accept wildcard characters:	False

-IsAnonymou

If the name version are system generated (anonymous registration).

Type:	SwitchParameter
Position:	Named
Default value:	None
Required:	False
Accept pipeline input:	False
Accept wildcard characters:	False

-IsArchived

Is the asset archived

Type:	SwitchParameter
Position:	Named
Default value:	None
Required:	False
Accept pipeline input:	False
Accept wildcard characters:	False

-JobName

Name of the training job which produced this model

Type:	String
Position:	Named
Default value:	None
Required:	False
Accept pipeline input:	False
Accept wildcard characters:	False

-ModelType

The storage format for this entity. Used for NCD.

Type:	String
Position:	Named
Default value:	None
Required:	False
Accept pipeline input:	False
Accept wildcard characters:	False

-ModelUri

The URI path to the model contents.

Type:	String
Position:	Named
Default value:	None
Required:	False
Accept pipeline input:	False
Accept wildcard characters:	False

-Name

Container name. This is case-sensitive.

Type:	String
Position:	Named
Default value:	None
Required:	True
Accept pipeline input:	False
Accept wildcard characters:	False

-ResourceBaseProperty

The asset property dictionary.

Type:	Hashtable
Position:	Named
Default value:	None
Required:	False
Accept pipeline input:	False
Accept wildcard characters:	False

-ResourceGroupName

The name of the resource group. The name is case insensitive.

Type:	String
Position:	Named
Default value:	None
Required:	True
Accept pipeline input:	False
Accept wildcard characters:	False

-Stage

Stage in the model lifecycle assigned to this model

Type:	String
Position:	Named
Default value:	None
Required:	False
Accept pipeline input:	False
Accept wildcard characters:	False

-SubscriptionId

The ID of the target subscription.

Type:	String
Position:	Named
Default value:	(Get-AzContext).Subscription.Id
Required:	False
Accept pipeline input:	False
Accept wildcard characters:	False

-Tag

Tag dictionary. Tags can be added, removed, and updated.

Type:	Hashtable
Position:	Named
Default value:	None
Required:	False
Accept pipeline input:	False
Accept wildcard characters:	False

-Version

Version identifier. This is case-sensitive.

Type:	String
Position:	Named
Default value:	None
Required:	True
Accept pipeline input:	False
Accept wildcard characters:	False

-WhatIf

Shows what would happen if the cmdlet runs. The cmdlet is not run.

Type:	SwitchParameter
Aliases:	wi
Position:	Named
Default value:	None
Required:	False
Accept pipeline input:	False
Accept wildcard characters:	False

-WorkspaceName

Name of Azure Machine Learning workspace.

Type:	String
Position:	Named
Default value:	None
Required:	True
Accept pipeline input:	False
Accept wildcard characters:	False

Outputs

IModelVersion

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