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New-AzMLWorkspaceOnlineDeployment
创建或更新推理终结点部署(异步)。
语法
New-AzMLWorkspaceOnlineDeployment
-EndpointName <String>
-Name <String>
-ResourceGroupName <String>
-WorkspaceName <String>
-EndpointComputeType <EndpointComputeType>
-Location <String>
[-SubscriptionId <String>]
[-AppInsightsEnabled]
[-CodeId <String>]
[-CodeScoringScript <String>]
[-Description <String>]
[-EndpointDeploymentPropertiesBaseProperty <Hashtable>]
[-EnvironmentId <String>]
[-EnvironmentVariable <Hashtable>]
[-IdentityType <ManagedServiceIdentityType>]
[-IdentityUserAssigned <Hashtable>]
[-InstanceType <String>]
[-Kind <String>]
[-LivenessProbeFailureThreshold <Int32>]
[-LivenessProbeInitialDelay <TimeSpan>]
[-LivenessProbePeriod <TimeSpan>]
[-LivenessProbeSuccessThreshold <Int32>]
[-LivenessProbeTimeout <TimeSpan>]
[-Model <String>]
[-ModelMountPath <String>]
[-ReadinessProbeFailureThreshold <Int32>]
[-ReadinessProbeInitialDelay <TimeSpan>]
[-ReadinessProbePeriod <TimeSpan>]
[-ReadinessProbeSuccessThreshold <Int32>]
[-ReadinessProbeTimeout <TimeSpan>]
[-RequestMaxConcurrentPerInstance <Int32>]
[-RequestMaxQueueWait <TimeSpan>]
[-RequestTimeout <TimeSpan>]
[-ScaleType <ScaleType>]
[-SkuCapacity <Int32>]
[-SkuFamily <String>]
[-SkuName <String>]
[-SkuSize <String>]
[-SkuTier <SkuTier>]
[-Tag <Hashtable>]
[-DefaultProfile <PSObject>]
[-AsJob]
[-NoWait]
[-Confirm]
[-WhatIf]
[<CommonParameters>]
说明
创建或更新推理终结点部署(异步)。
示例
示例 1:创建或更新推理终结点部署(异步)
New-AzMLWorkspaceOnlineDeployment -ResourceGroupName ml-rg-test -WorkspaceName mlworkspace-cli01 -EndpointName online-pwsh01 -Name blue -Location "eastus" -EndpointComputeType 'Managed' `
-CodeId "/subscriptions/9e223dbe-3399-4e19-88eb-0975f02ac87f/resourceGroups/ml-rg-test/providers/Microsoft.MachineLearningServices/workspaces/mlworkspace-cli01/codes/787fc793-1ac7-414e-a035-7248767b7b23/versions/1" -CodeScoringScript "score.py" `
-EnvironmentId "/subscriptions/9e223dbe-3399-4e19-88eb-0975f02ac87f/resourceGroups/ml-rg-test/providers/Microsoft.MachineLearningServices/workspaces/mlworkspace-cli01/environments/CliV2AnonymousEnvironment/versions/8a424b013f5b0177929a1697d772da41" `
-Model "/subscriptions/9e223dbe-3399-4e19-88eb-0975f02ac87f/resourceGroups/ml-rg-test/providers/Microsoft.MachineLearningServices/workspaces/mlworkspace-cli01/models/a99089c5-23a6-4431-9ecd-37c70f01c9bc/versions/1" -InstanceType "Standard_F2s_v2" `
-SkuName "Default" -SkuCapacity 1
Location Name SystemDataCreatedAt SystemDataCreatedBy SystemDataCreatedByType SystemDataLastModifiedAt SystemDataLastModifiedBy SystemDataLastModifiedByType AzureAsyncOperation Kind ResourceGroupName
-------- ---- ------------------- ------------------- ----------------------- ------------------------ ------------------------ ---------------------------- ------------------- ---- -----------------
eastus blue 5/19/2022 2:52:06 AM Lucas Yao (Wicresoft North America) 5/19/2022 2:52:06 AM Managed ml-rg-test
创建或更新推理终结点部署(异步)
参数
-AppInsightsEnabled
如果为 true,则启用 Application Insights 日志记录。
Type: | SwitchParameter |
Position: | Named |
Default value: | None |
Required: | False |
Accept pipeline input: | False |
Accept wildcard characters: | False |
-AsJob
以作业身份运行命令
Type: | SwitchParameter |
Position: | Named |
Default value: | None |
Required: | False |
Accept pipeline input: | False |
Accept wildcard characters: | False |
-CodeId
代码资产的 ARM 资源 ID。
Type: | String |
Position: | Named |
Default value: | None |
Required: | False |
Accept pipeline input: | False |
Accept wildcard characters: | False |
-CodeScoringScript
[必需]在启动时执行的脚本。 例如 “score.py”
Type: | String |
Position: | Named |
Default value: | None |
Required: | False |
Accept pipeline input: | False |
Accept wildcard characters: | False |
-Confirm
提示你在运行 cmdlet 之前进行确认。
Type: | SwitchParameter |
Aliases: | cf |
Position: | Named |
Default value: | None |
Required: | False |
Accept pipeline input: | False |
Accept wildcard characters: | False |
-DefaultProfile
用于与 Azure 通信的凭据、帐户、租户和订阅。
Type: | PSObject |
Aliases: | AzureRMContext, AzureCredential |
Position: | Named |
Default value: | None |
Required: | False |
Accept pipeline input: | False |
Accept wildcard characters: | False |
-Description
终结点部署的说明。
Type: | String |
Position: | Named |
Default value: | None |
Required: | False |
Accept pipeline input: | False |
Accept wildcard characters: | False |
-EndpointComputeType
[必需]终结点的计算类型。
Type: | EndpointComputeType |
Position: | Named |
Default value: | None |
Required: | True |
Accept pipeline input: | False |
Accept wildcard characters: | False |
-EndpointDeploymentPropertiesBaseProperty
属性字典。 可以添加属性,但不能删除或更改属性。
Type: | Hashtable |
Position: | Named |
Default value: | None |
Required: | False |
Accept pipeline input: | False |
Accept wildcard characters: | False |
-EndpointName
推理终结点名称。
Type: | String |
Position: | Named |
Default value: | None |
Required: | True |
Accept pipeline input: | False |
Accept wildcard characters: | False |
-EnvironmentId
终结点部署的环境规范的 ARM 资源 ID 或 AssetId。
Type: | String |
Position: | Named |
Default value: | None |
Required: | False |
Accept pipeline input: | False |
Accept wildcard characters: | False |
-EnvironmentVariable
部署的环境变量配置。
Type: | Hashtable |
Position: | Named |
Default value: | None |
Required: | False |
Accept pipeline input: | False |
Accept wildcard characters: | False |
-IdentityType
托管服务标识的类型(其中允许 SystemAssigned 和 UserAssigned 类型)。
Type: | ManagedServiceIdentityType |
Position: | Named |
Default value: | None |
Required: | False |
Accept pipeline input: | False |
Accept wildcard characters: | False |
-IdentityUserAssigned
与资源关联的用户分配标识集。 userAssignedIdentities 字典密钥将为 ARM 资源 ID,格式为“/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.ManagedIdentity/userAssignedIdentities/{identityName}”。 字典值可以是请求中的空对象({})。
Type: | Hashtable |
Position: | Named |
Default value: | None |
Required: | False |
Accept pipeline input: | False |
Accept wildcard characters: | False |
-InstanceType
计算实例类型。
Type: | String |
Position: | Named |
Default value: | None |
Required: | False |
Accept pipeline input: | False |
Accept wildcard characters: | False |
-Kind
门户/工具等用于为相同类型的资源呈现不同的 UX 体验的元数据。
Type: | String |
Position: | Named |
Default value: | None |
Required: | False |
Accept pipeline input: | False |
Accept wildcard characters: | False |
-LivenessProbeFailureThreshold
返回不正常状态之前允许的失败数。
Type: | Int32 |
Position: | Named |
Default value: | None |
Required: | False |
Accept pipeline input: | False |
Accept wildcard characters: | False |
-LivenessProbeInitialDelay
ISO 8601 格式的第一个探测之前的延迟。
Type: | TimeSpan |
Position: | Named |
Default value: | None |
Required: | False |
Accept pipeline input: | False |
Accept wildcard characters: | False |
-LivenessProbePeriod
ISO 8601 格式的探测之间的时间长度。
Type: | TimeSpan |
Position: | Named |
Default value: | None |
Required: | False |
Accept pipeline input: | False |
Accept wildcard characters: | False |
-LivenessProbeSuccessThreshold
返回正常状态之前成功的探测数。
Type: | Int32 |
Position: | Named |
Default value: | None |
Required: | False |
Accept pipeline input: | False |
Accept wildcard characters: | False |
-LivenessProbeTimeout
ISO 8601 格式的探测超时。
Type: | TimeSpan |
Position: | Named |
Default value: | None |
Required: | False |
Accept pipeline input: | False |
Accept wildcard characters: | False |
-Location
资源所在的地理位置
Type: | String |
Position: | Named |
Default value: | None |
Required: | True |
Accept pipeline input: | False |
Accept wildcard characters: | False |
-Model
模型的 URI 路径。
Type: | String |
Position: | Named |
Default value: | None |
Required: | False |
Accept pipeline input: | False |
Accept wildcard characters: | False |
-ModelMountPath
在自定义容器中装载模型的路径。
Type: | String |
Position: | Named |
Default value: | None |
Required: | False |
Accept pipeline input: | False |
Accept wildcard characters: | False |
-Name
推理终结点部署名称。
Type: | String |
Position: | Named |
Default value: | None |
Required: | True |
Accept pipeline input: | False |
Accept wildcard characters: | False |
-NoWait
异步运行命令
Type: | SwitchParameter |
Position: | Named |
Default value: | None |
Required: | False |
Accept pipeline input: | False |
Accept wildcard characters: | False |
-ReadinessProbeFailureThreshold
返回不正常状态之前允许的失败数。
Type: | Int32 |
Position: | Named |
Default value: | None |
Required: | False |
Accept pipeline input: | False |
Accept wildcard characters: | False |
-ReadinessProbeInitialDelay
ISO 8601 格式的第一个探测之前的延迟。
Type: | TimeSpan |
Position: | Named |
Default value: | None |
Required: | False |
Accept pipeline input: | False |
Accept wildcard characters: | False |
-ReadinessProbePeriod
ISO 8601 格式的探测之间的时间长度。
Type: | TimeSpan |
Position: | Named |
Default value: | None |
Required: | False |
Accept pipeline input: | False |
Accept wildcard characters: | False |
-ReadinessProbeSuccessThreshold
返回正常状态之前成功的探测数。
Type: | Int32 |
Position: | Named |
Default value: | None |
Required: | False |
Accept pipeline input: | False |
Accept wildcard characters: | False |
-ReadinessProbeTimeout
ISO 8601 格式的探测超时。
Type: | TimeSpan |
Position: | Named |
Default value: | None |
Required: | False |
Accept pipeline input: | False |
Accept wildcard characters: | False |
-RequestMaxConcurrentPerInstance
每个部署允许的每个节点的最大并发请求数。 默认值为 1。
Type: | Int32 |
Position: | Named |
Default value: | None |
Required: | False |
Accept pipeline input: | False |
Accept wildcard characters: | False |
-RequestMaxQueueWait
请求以 ISO 8601 格式保持队列的最大时间。默认值为 500 毫秒。
Type: | TimeSpan |
Position: | Named |
Default value: | None |
Required: | False |
Accept pipeline input: | False |
Accept wildcard characters: | False |
-RequestTimeout
ISO 8601 格式的评分超时。默认值为 5000 毫秒。
Type: | TimeSpan |
Position: | Named |
Default value: | None |
Required: | False |
Accept pipeline input: | False |
Accept wildcard characters: | False |
-ResourceGroupName
资源组的名称。 此名称不区分大小写。
Type: | String |
Position: | Named |
Default value: | None |
Required: | True |
Accept pipeline input: | False |
Accept wildcard characters: | False |
-ScaleType
[必需]部署缩放算法的类型
Type: | ScaleType |
Position: | Named |
Default value: | None |
Required: | False |
Accept pipeline input: | False |
Accept wildcard characters: | False |
-SkuCapacity
如果 SKU 支持横向扩展/缩减,则应包含容量整数。 如果资源无法横向扩展/缩小,则可能会省略此范围。
Type: | Int32 |
Position: | Named |
Default value: | None |
Required: | False |
Accept pipeline input: | False |
Accept wildcard characters: | False |
-SkuFamily
如果服务具有不同代的硬件(对于同一 SKU,则可以在此处捕获)。
Type: | String |
Position: | Named |
Default value: | None |
Required: | False |
Accept pipeline input: | False |
Accept wildcard characters: | False |
-SkuName
SKU 的名称。 Ex - P3. 它通常是字母+数字代码
Type: | String |
Position: | Named |
Default value: | None |
Required: | False |
Accept pipeline input: | False |
Accept wildcard characters: | False |
-SkuSize
SKU 大小。 当名称字段是层和其他一些值的组合时,这将是独立的代码。
Type: | String |
Position: | Named |
Default value: | None |
Required: | False |
Accept pipeline input: | False |
Accept wildcard characters: | False |
-SkuTier
如果服务具有多个层,但在 PUT 上不需要,则需要资源提供程序实现此字段。
Type: | SkuTier |
Position: | Named |
Default value: | None |
Required: | False |
Accept pipeline input: | False |
Accept wildcard characters: | False |
-SubscriptionId
目标订阅的 ID。
Type: | String |
Position: | Named |
Default value: | (Get-AzContext).Subscription.Id |
Required: | False |
Accept pipeline input: | False |
Accept wildcard characters: | False |
-Tag
资源标记。
Type: | Hashtable |
Position: | Named |
Default value: | None |
Required: | False |
Accept pipeline input: | False |
Accept wildcard characters: | False |
-WhatIf
显示运行该 cmdlet 时会发生什么情况。 cmdlet 未运行。
Type: | SwitchParameter |
Aliases: | wi |
Position: | Named |
Default value: | None |
Required: | False |
Accept pipeline input: | False |
Accept wildcard characters: | False |
-WorkspaceName
Azure 机器学习工作区的名称。
Type: | String |
Position: | Named |
Default value: | None |
Required: | True |
Accept pipeline input: | False |
Accept wildcard characters: | False |
输出
备注
别名