New-AzMLWorkspaceOnlineEndpoint
Create or update Online Endpoint (asynchronous).
Syntax
New-AzMLWorkspaceOnlineEndpoint
-Name <String>
-ResourceGroupName <String>
-WorkspaceName <String>
[-SubscriptionId <String>]
-AuthMode <EndpointAuthMode>
-Location <String>
[-Compute <String>]
[-Description <String>]
[-EndpointPropertiesBaseProperty <Hashtable>]
[-IdentityType <ManagedServiceIdentityType>]
[-IdentityUserAssigned <Hashtable>]
[-KeyPrimaryKey <String>]
[-KeySecondaryKey <String>]
[-Kind <String>]
[-MirrorTraffic <Hashtable>]
[-PublicNetworkAccess <PublicNetworkAccessType>]
[-SkuCapacity <Int32>]
[-SkuFamily <String>]
[-SkuName <String>]
[-SkuSize <String>]
[-SkuTier <SkuTier>]
[-Tag <Hashtable>]
[-Traffic <Hashtable>]
[-DefaultProfile <PSObject>]
[-AsJob]
[-NoWait]
[-WhatIf]
[-Confirm]
[<CommonParameters>] Description
Create or update Online Endpoint (asynchronous).
Examples
Example 1: Create or update Online Endpoint (asynchronous)
New-AzMLWorkspaceOnlineEndpoint -ResourceGroupName ml-rg-test -WorkspaceName mlworkspace-cli01 -Name online-cli01 -Location eastus -AuthMode 'Key' -IdentityType 'SystemAssigned'
Location Name SystemDataCreatedAt SystemDataCreatedBy SystemDataCreatedByType SystemDataLastModifiedAt SystemDataLastModifiedBy SystemDataLastModifiedByType Kind ResourceGroupName
-------- ---- ------------------- ------------------- ----------------------- ------------------------ ------------------------ ---------------------------- ---- -----------------
eastus online-cli01 5/19/2022 2:47:34 AM UserName (Example) 5/19/2022 2:48:26 AM Managed ml-rg-testCreate or update Online Endpoint (asynchronous)
Parameters
-AsJob
Run the command as a job
| Type: | SwitchParameter |
| Position: | Named |
| Default value: | None |
| Required: | False |
| Accept pipeline input: | False |
| Accept wildcard characters: | False |
-AuthMode
[Required] Use 'Key' for key based authentication and 'AMLToken' for Azure Machine Learning token-based authentication. 'Key' doesn't expire but 'AMLToken' does.
| Type: | EndpointAuthMode |
| Position: | Named |
| Default value: | None |
| Required: | True |
| Accept pipeline input: | False |
| Accept wildcard characters: | False |
-Compute
ARM resource ID of the compute if it exists.optional
| Type: | String |
| 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
Description of the inference endpoint.
| Type: | String |
| Position: | Named |
| Default value: | None |
| Required: | False |
| Accept pipeline input: | False |
| Accept wildcard characters: | False |
-EndpointPropertiesBaseProperty
Property dictionary. Properties can be added, but not removed or altered.
| Type: | Hashtable |
| Position: | Named |
| Default value: | None |
| Required: | False |
| Accept pipeline input: | False |
| Accept wildcard characters: | False |
-IdentityType
Type of managed service identity (where both SystemAssigned and UserAssigned types are allowed).
| Type: | ManagedServiceIdentityType |
| Position: | Named |
| Default value: | None |
| Required: | False |
| Accept pipeline input: | False |
| Accept wildcard characters: | False |
-IdentityUserAssigned
The 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: | Hashtable |
| Position: | Named |
| Default value: | None |
| Required: | False |
| Accept pipeline input: | False |
| Accept wildcard characters: | False |
-KeyPrimaryKey
The primary key.
| Type: | String |
| Position: | Named |
| Default value: | None |
| Required: | False |
| Accept pipeline input: | False |
| Accept wildcard characters: | False |
-KeySecondaryKey
The secondary key.
| Type: | String |
| Position: | Named |
| Default value: | None |
| Required: | False |
| Accept pipeline input: | False |
| Accept wildcard characters: | False |
-Kind
Metadata used by portal/tooling/etc to render different UX experiences for resources of the same type.
| Type: | String |
| Position: | Named |
| Default value: | None |
| Required: | False |
| Accept pipeline input: | False |
| Accept wildcard characters: | False |
-Location
The geo-location where the resource lives
| Type: | String |
| Position: | Named |
| Default value: | None |
| Required: | True |
| Accept pipeline input: | False |
| Accept wildcard characters: | False |
-MirrorTraffic
Percentage of traffic to be mirrored to each deployment without using returned scoring. Traffic values need to sum to utmost 50.
| Type: | Hashtable |
| Position: | Named |
| Default value: | None |
| Required: | False |
| Accept pipeline input: | False |
| Accept wildcard characters: | False |
-Name
Online Endpoint name.
| Type: | String |
| Position: | Named |
| Default value: | None |
| Required: | True |
| Accept pipeline input: | False |
| Accept wildcard characters: | False |
-NoWait
Run the command asynchronously
| Type: | SwitchParameter |
| Position: | Named |
| Default value: | None |
| Required: | False |
| Accept pipeline input: | False |
| Accept wildcard characters: | False |
-PublicNetworkAccess
Set to "Enabled" for endpoints that should allow public access when Private Link is enabled.
| Type: | PublicNetworkAccessType |
| 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 |
-SkuCapacity
If 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: | Int32 |
| Position: | Named |
| Default value: | None |
| Required: | False |
| Accept pipeline input: | False |
| Accept wildcard characters: | False |
-SkuFamily
If the service has different generations of hardware, for the same SKU, then that can be captured here.
| Type: | String |
| Position: | Named |
| Default value: | None |
| Required: | False |
| Accept pipeline input: | False |
| Accept wildcard characters: | False |
-SkuName
The name of the SKU. Ex - P3. It is typically a letter+number code
| Type: | String |
| Position: | Named |
| Default value: | None |
| Required: | False |
| Accept pipeline input: | False |
| Accept wildcard characters: | False |
-SkuSize
The SKU size. When the name field is the combination of tier and some other value, this would be the standalone code.
| Type: | String |
| Position: | Named |
| Default value: | None |
| Required: | False |
| Accept pipeline input: | False |
| Accept wildcard characters: | False |
-SkuTier
This 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: | SkuTier |
| 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
Resource tags.
| Type: | Hashtable |
| Position: | Named |
| Default value: | None |
| Required: | False |
| Accept pipeline input: | False |
| Accept wildcard characters: | False |
-Traffic
Percentage of traffic from endpoint to divert to each deployment. Traffic values need to sum to 100.
| Type: | Hashtable |
| Position: | Named |
| Default value: | None |
| Required: | False |
| 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 |