New-AzMLWorkspaceComponentVersion

  • Reference
Module:
Az.MachineLearningServices

Create or update version.

Syntax

New-AzMLWorkspaceComponentVersion
   -Name <String>
   -ResourceGroupName <String>
   -Version <String>
   -WorkspaceName <String>
   [-SubscriptionId <String>]
   [-ComponentSpec <Hashtable>]
   [-Description <String>]
   [-IsAnonymou]
   [-IsArchived]
   [-ResourceBaseProperty <Hashtable>]
   [-Tag <Hashtable>]
   [-DefaultProfile <PSObject>]
   [-WhatIf]
   [-Confirm]
   [<CommonParameters>]

Description

Create or update version.

Examples

Example 1: Create or update component version

$componentHash = @{
      "name"= "train_data_component";
      "version"= "1";
      "display_name"= "train_data";
      "is_deterministic"= "True";
      "type"= "command";
      "code"= "azureml:/subscriptions/9e223dbe-3399-4e19-88eb-0975f02ac87f/resourceGroups/ml-rg-test/providers/Microsoft.MachineLearningServices/workspaces/mlworkspace-cli01/codes/e08a4be4-66c4-477b-acd7-9579fdd0a3f1/versions/1";
      "environment"= "azureml:/subscriptions/9e223dbe-3399-4e19-88eb-0975f02ac87f/resourceGroups/ml-rg-test/providers/Microsoft.MachineLearningServices/workspaces/mlworkspace-cli01/environments/AzureML-sklearn-0.24-ubuntu18.04-py37-cpu/versions/1";
      "command"= "python train.py"
    }
New-AzMLWorkspaceComponentVersion -ResourceGroupName ml-rg-test -WorkspaceName mlworkspace-cli01 -Name componentpwsh01 -Version 1 -ComponentSpec $componentHash

Name SystemDataCreatedAt SystemDataCreatedBy                 SystemDataCreatedByType SystemDataLastModifiedAt SystemDataLastModifiedBy            SystemDataLastModifiedByType ResourceGroupName
---- ------------------- -------------------                 ----------------------- ------------------------ ------------------------            ---------------------------- -----------------
1    6/5/2022 2:06:37 PM UserName (Example)         User                    6/5/2022 2:06:37 PM      UserName (Example)         User                         ml-rg-test

Create or update component version

Parameters

-ComponentSpec

Defines Component definition details.<see href="https://video2.skills-academy.com/en-us/azure/machine-learning/reference-yaml-component-command" />

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

-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

-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

-Name

Container name.

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

-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.

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

IComponentVersion