New-AzMLWorkspaceComponentVersion
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>]
[-Confirm]
[-WhatIf]
[<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 Lucas Yao (Wicresoft North America) User 6/5/2022 2:06:37 PM Lucas Yao (Wicresoft North America) User ml-rg-testCreate or update component version
Parameters
-ComponentSpec
Defines Component definition details.<see href="https://learn.microsoft.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 credentials, account, tenant, and subscription used for communication with Azure.
| 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
Notes
ALIASES