VaporShell.SageMaker.psm1
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# PSM1 Contents function Format-Json { [CmdletBinding()] Param ( [Parameter(Mandatory = $true, Position = 0, ValueFromPipeline = $true)] [String] $Json ) Begin { $cleaner = { param([String]$Line) Process{ [Regex]::Replace( $Line, "\\u(?<Value>[a-zA-Z0-9]{4})", { param($m)([char]([int]::Parse( $m.Groups['Value'].Value, [System.Globalization.NumberStyles]::HexNumber ))).ToString() } ) } } } Process { if ($PSVersionTable.PSVersion.Major -lt 6) { try { $indent = 0; $res = $Json -split '\n' | ForEach-Object { if ($_ -match '[\}\]]') { # This line contains ] or }, decrement the indentation level $indent-- } $line = (' ' * $indent * 2) + $_.TrimStart().Replace(': ', ': ') if ($_ -match '[\{\[]') { # This line contains [ or {, increment the indentation level $indent++ } $cleaner.Invoke($line) } $res -join "`n" } catch { ($Json -split '\n' | ForEach-Object {$cleaner.Invoke($_)}) -join "`n" } } else { ($Json -split '\n' | ForEach-Object {$cleaner.Invoke($_)}) -join "`n" } } } function Get-TrueCount { Param ( [parameter(Mandatory = $false,Position = 0,ValueFromPipeline = $true)] $Array ) Process { if ($array) { if ($array.Count) { $count = $array.Count } else { $count = 1 } } else { $count = 0 } } End { return $count } } function New-VSError { <# .SYNOPSIS Error generator function to use in tandem with $PSCmdlet.ThrowTerminatingError() .PARAMETER Result Allows input of an error from AWS SDK, resulting in the Exception message being parsed out. .PARAMETER String Used to create basic String message errors in the same wrapper #> [cmdletbinding(DefaultParameterSetName="Result")] param( [parameter(Position=0,ParameterSetName="Result")] $Result, [parameter(Position=0,ParameterSetName="String")] $String ) switch ($PSCmdlet.ParameterSetName) { Result { $Exception = "$($result.Exception.InnerException.Message)" } String { $Exception = "$String" } } $e = New-Object "System.Exception" $Exception $errorRecord = New-Object 'System.Management.Automation.ErrorRecord' $e, $null, ([System.Management.Automation.ErrorCategory]::InvalidOperation), $null return $errorRecord } function ResolveS3Endpoint { <# .SYNOPSIS Resolves the S3 endpoint most appropriate for each region. #> Param ( [parameter(Mandatory=$true,Position=0)] [ValidateSet("eu-west-2","ap-south-1","us-east-2","sa-east-1","us-west-1","us-west-2","eu-west-1","ap-southeast-2","ca-central-1","ap-northeast-2","us-east-1","eu-central-1","ap-southeast-1","ap-northeast-1")] [String] $Region ) $endpointMap = @{ "us-east-2" = "s3.us-east-2.amazonaws.com" "us-east-1" = "s3.amazonaws.com" "us-west-1" = "s3-us-west-1.amazonaws.com" "us-west-2" = "s3-us-west-2.amazonaws.com" "ca-central-1" = "s3.ca-central-1.amazonaws.com" "ap-south-1" = "s3.ap-south-1.amazonaws.com" "ap-northeast-2" = "s3.ap-northeast-2.amazonaws.com" "ap-southeast-1" = "s3-ap-southeast-1.amazonaws.com" "ap-southeast-2" = "s3-ap-southeast-2.amazonaws.com" "ap-northeast-1" = "s3-ap-northeast-1.amazonaws.com" "eu-central-1" = "s3.eu-central-1.amazonaws.com" "eu-west-1" = "s3-eu-west-1.amazonaws.com" "eu-west-2" = "s3.eu-west-2.amazonaws.com" "sa-east-1" = "s3-sa-east-1.amazonaws.com" } return $endpointMap[$Region] } function Add-VSSageMakerCodeRepositoryGitConfig { <# .SYNOPSIS Adds an AWS::SageMaker::CodeRepository.GitConfig resource property to the template. Specifies configuration details for a Git repository in your AWS account. .DESCRIPTION Adds an AWS::SageMaker::CodeRepository.GitConfig resource property to the template. Specifies configuration details for a Git repository in your AWS account. .LINK http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-coderepository-gitconfig.html .PARAMETER SecretArn The Amazon Resource Name ARN of the AWS Secrets Manager secret that contains the credentials used to access the git repository. The secret must have a staging label of AWSCURRENT and must be in the following format: {"username": UserName, "password": Password} Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-coderepository-gitconfig.html#cfn-sagemaker-coderepository-gitconfig-secretarn PrimitiveType: String UpdateType: Mutable .PARAMETER Branch The default branch for the Git repository. Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-coderepository-gitconfig.html#cfn-sagemaker-coderepository-gitconfig-branch PrimitiveType: String UpdateType: Immutable .PARAMETER RepositoryUrl The URL where the Git repository is located. Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-coderepository-gitconfig.html#cfn-sagemaker-coderepository-gitconfig-repositoryurl PrimitiveType: String UpdateType: Immutable .FUNCTIONALITY Vaporshell #> [OutputType([SageMakerCodeRepositoryGitConfig])] [cmdletbinding()] Param( [parameter(Mandatory = $false)] [object] $SecretArn, [parameter(Mandatory = $false)] [object] $Branch, [parameter(Mandatory = $true)] [object] $RepositoryUrl ) Process { $obj = [SageMakerCodeRepositoryGitConfig]::new($PSBoundParameters) Write-Debug "$($MyInvocation.MyCommand) PSBoundParameters:`n$($PSBoundParameters | ConvertTo-Json -Depth 20 | Format-Json)" Write-Verbose "Resulting object from $($MyInvocation.MyCommand): `n$($obj.ToJson() | Format-Json)" $obj } } Export-ModuleMember -Function 'Add-VSSageMakerCodeRepositoryGitConfig' function Add-VSSageMakerDataQualityJobDefinitionClusterConfig { <# .SYNOPSIS Adds an AWS::SageMaker::DataQualityJobDefinition.ClusterConfig resource property to the template. .DESCRIPTION Adds an AWS::SageMaker::DataQualityJobDefinition.ClusterConfig resource property to the template. .LINK http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-dataqualityjobdefinition-clusterconfig.html .PARAMETER InstanceCount Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-dataqualityjobdefinition-clusterconfig.html#cfn-sagemaker-dataqualityjobdefinition-clusterconfig-instancecount UpdateType: Immutable PrimitiveType: Integer .PARAMETER InstanceType Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-dataqualityjobdefinition-clusterconfig.html#cfn-sagemaker-dataqualityjobdefinition-clusterconfig-instancetype UpdateType: Immutable PrimitiveType: String .PARAMETER VolumeKmsKeyId Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-dataqualityjobdefinition-clusterconfig.html#cfn-sagemaker-dataqualityjobdefinition-clusterconfig-volumekmskeyid UpdateType: Immutable PrimitiveType: String .PARAMETER VolumeSizeInGB Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-dataqualityjobdefinition-clusterconfig.html#cfn-sagemaker-dataqualityjobdefinition-clusterconfig-volumesizeingb UpdateType: Immutable PrimitiveType: Integer .FUNCTIONALITY Vaporshell #> [OutputType([SageMakerDataQualityJobDefinitionClusterConfig])] [cmdletbinding()] Param( [parameter(Mandatory = $true)] [object] $InstanceCount, [parameter(Mandatory = $true)] [object] $InstanceType, [parameter(Mandatory = $false)] [object] $VolumeKmsKeyId, [parameter(Mandatory = $true)] [object] $VolumeSizeInGB ) Process { $obj = [SageMakerDataQualityJobDefinitionClusterConfig]::new($PSBoundParameters) Write-Debug "$($MyInvocation.MyCommand) PSBoundParameters:`n$($PSBoundParameters | ConvertTo-Json -Depth 20 | Format-Json)" Write-Verbose "Resulting object from $($MyInvocation.MyCommand): `n$($obj.ToJson() | Format-Json)" $obj } } Export-ModuleMember -Function 'Add-VSSageMakerDataQualityJobDefinitionClusterConfig' function Add-VSSageMakerDataQualityJobDefinitionConstraintsResource { <# .SYNOPSIS Adds an AWS::SageMaker::DataQualityJobDefinition.ConstraintsResource resource property to the template. .DESCRIPTION Adds an AWS::SageMaker::DataQualityJobDefinition.ConstraintsResource resource property to the template. .LINK http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-dataqualityjobdefinition-constraintsresource.html .PARAMETER S3Uri Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-dataqualityjobdefinition-constraintsresource.html#cfn-sagemaker-dataqualityjobdefinition-constraintsresource-s3uri UpdateType: Immutable PrimitiveType: String .FUNCTIONALITY Vaporshell #> [OutputType([SageMakerDataQualityJobDefinitionConstraintsResource])] [cmdletbinding()] Param( [parameter(Mandatory = $false)] [object] $S3Uri ) Process { $obj = [SageMakerDataQualityJobDefinitionConstraintsResource]::new($PSBoundParameters) Write-Debug "$($MyInvocation.MyCommand) PSBoundParameters:`n$($PSBoundParameters | ConvertTo-Json -Depth 20 | Format-Json)" Write-Verbose "Resulting object from $($MyInvocation.MyCommand): `n$($obj.ToJson() | Format-Json)" $obj } } Export-ModuleMember -Function 'Add-VSSageMakerDataQualityJobDefinitionConstraintsResource' function Add-VSSageMakerDataQualityJobDefinitionDataQualityAppSpecification { <# .SYNOPSIS Adds an AWS::SageMaker::DataQualityJobDefinition.DataQualityAppSpecification resource property to the template. .DESCRIPTION Adds an AWS::SageMaker::DataQualityJobDefinition.DataQualityAppSpecification resource property to the template. .LINK http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-dataqualityjobdefinition-dataqualityappspecification.html .PARAMETER ContainerArguments Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-dataqualityjobdefinition-dataqualityappspecification.html#cfn-sagemaker-dataqualityjobdefinition-dataqualityappspecification-containerarguments UpdateType: Immutable Type: List PrimitiveItemType: String .PARAMETER ContainerEntrypoint Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-dataqualityjobdefinition-dataqualityappspecification.html#cfn-sagemaker-dataqualityjobdefinition-dataqualityappspecification-containerentrypoint UpdateType: Immutable Type: List PrimitiveItemType: String .PARAMETER ImageUri Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-dataqualityjobdefinition-dataqualityappspecification.html#cfn-sagemaker-dataqualityjobdefinition-dataqualityappspecification-imageuri UpdateType: Immutable PrimitiveType: String .PARAMETER PostAnalyticsProcessorSourceUri Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-dataqualityjobdefinition-dataqualityappspecification.html#cfn-sagemaker-dataqualityjobdefinition-dataqualityappspecification-postanalyticsprocessorsourceuri UpdateType: Immutable PrimitiveType: String .PARAMETER RecordPreprocessorSourceUri Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-dataqualityjobdefinition-dataqualityappspecification.html#cfn-sagemaker-dataqualityjobdefinition-dataqualityappspecification-recordpreprocessorsourceuri UpdateType: Immutable PrimitiveType: String .PARAMETER Environment Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-dataqualityjobdefinition-dataqualityappspecification.html#cfn-sagemaker-dataqualityjobdefinition-dataqualityappspecification-environment UpdateType: Immutable Type: Environment .FUNCTIONALITY Vaporshell #> [OutputType([SageMakerDataQualityJobDefinitionDataQualityAppSpecification])] [cmdletbinding()] Param( [parameter(Mandatory = $false)] $ContainerArguments, [parameter(Mandatory = $false)] $ContainerEntrypoint, [parameter(Mandatory = $true)] [object] $ImageUri, [parameter(Mandatory = $false)] [object] $PostAnalyticsProcessorSourceUri, [parameter(Mandatory = $false)] [object] $RecordPreprocessorSourceUri, [parameter(Mandatory = $false)] $Environment ) Process { $obj = [SageMakerDataQualityJobDefinitionDataQualityAppSpecification]::new($PSBoundParameters) Write-Debug "$($MyInvocation.MyCommand) PSBoundParameters:`n$($PSBoundParameters | ConvertTo-Json -Depth 20 | Format-Json)" Write-Verbose "Resulting object from $($MyInvocation.MyCommand): `n$($obj.ToJson() | Format-Json)" $obj } } Export-ModuleMember -Function 'Add-VSSageMakerDataQualityJobDefinitionDataQualityAppSpecification' function Add-VSSageMakerDataQualityJobDefinitionDataQualityBaselineConfig { <# .SYNOPSIS Adds an AWS::SageMaker::DataQualityJobDefinition.DataQualityBaselineConfig resource property to the template. .DESCRIPTION Adds an AWS::SageMaker::DataQualityJobDefinition.DataQualityBaselineConfig resource property to the template. .LINK http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-dataqualityjobdefinition-dataqualitybaselineconfig.html .PARAMETER BaseliningJobName Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-dataqualityjobdefinition-dataqualitybaselineconfig.html#cfn-sagemaker-dataqualityjobdefinition-dataqualitybaselineconfig-baseliningjobname UpdateType: Immutable PrimitiveType: String .PARAMETER ConstraintsResource Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-dataqualityjobdefinition-dataqualitybaselineconfig.html#cfn-sagemaker-dataqualityjobdefinition-dataqualitybaselineconfig-constraintsresource UpdateType: Immutable Type: ConstraintsResource .PARAMETER StatisticsResource Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-dataqualityjobdefinition-dataqualitybaselineconfig.html#cfn-sagemaker-dataqualityjobdefinition-dataqualitybaselineconfig-statisticsresource UpdateType: Immutable Type: StatisticsResource .FUNCTIONALITY Vaporshell #> [OutputType([SageMakerDataQualityJobDefinitionDataQualityBaselineConfig])] [cmdletbinding()] Param( [parameter(Mandatory = $false)] [object] $BaseliningJobName, [parameter(Mandatory = $false)] $ConstraintsResource, [parameter(Mandatory = $false)] $StatisticsResource ) Process { $obj = [SageMakerDataQualityJobDefinitionDataQualityBaselineConfig]::new($PSBoundParameters) Write-Debug "$($MyInvocation.MyCommand) PSBoundParameters:`n$($PSBoundParameters | ConvertTo-Json -Depth 20 | Format-Json)" Write-Verbose "Resulting object from $($MyInvocation.MyCommand): `n$($obj.ToJson() | Format-Json)" $obj } } Export-ModuleMember -Function 'Add-VSSageMakerDataQualityJobDefinitionDataQualityBaselineConfig' function Add-VSSageMakerDataQualityJobDefinitionDataQualityJobInput { <# .SYNOPSIS Adds an AWS::SageMaker::DataQualityJobDefinition.DataQualityJobInput resource property to the template. .DESCRIPTION Adds an AWS::SageMaker::DataQualityJobDefinition.DataQualityJobInput resource property to the template. .LINK http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-dataqualityjobdefinition-dataqualityjobinput.html .PARAMETER EndpointInput Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-dataqualityjobdefinition-dataqualityjobinput.html#cfn-sagemaker-dataqualityjobdefinition-dataqualityjobinput-endpointinput UpdateType: Immutable Type: EndpointInput .FUNCTIONALITY Vaporshell #> [OutputType([SageMakerDataQualityJobDefinitionDataQualityJobInput])] [cmdletbinding()] Param( [parameter(Mandatory = $true)] $EndpointInput ) Process { $obj = [SageMakerDataQualityJobDefinitionDataQualityJobInput]::new($PSBoundParameters) Write-Debug "$($MyInvocation.MyCommand) PSBoundParameters:`n$($PSBoundParameters | ConvertTo-Json -Depth 20 | Format-Json)" Write-Verbose "Resulting object from $($MyInvocation.MyCommand): `n$($obj.ToJson() | Format-Json)" $obj } } Export-ModuleMember -Function 'Add-VSSageMakerDataQualityJobDefinitionDataQualityJobInput' function Add-VSSageMakerDataQualityJobDefinitionEndpointInput { <# .SYNOPSIS Adds an AWS::SageMaker::DataQualityJobDefinition.EndpointInput resource property to the template. .DESCRIPTION Adds an AWS::SageMaker::DataQualityJobDefinition.EndpointInput resource property to the template. .LINK http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-dataqualityjobdefinition-endpointinput.html .PARAMETER EndpointName Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-dataqualityjobdefinition-endpointinput.html#cfn-sagemaker-dataqualityjobdefinition-endpointinput-endpointname UpdateType: Immutable PrimitiveType: String .PARAMETER LocalPath Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-dataqualityjobdefinition-endpointinput.html#cfn-sagemaker-dataqualityjobdefinition-endpointinput-localpath UpdateType: Immutable PrimitiveType: String .PARAMETER S3DataDistributionType Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-dataqualityjobdefinition-endpointinput.html#cfn-sagemaker-dataqualityjobdefinition-endpointinput-s3datadistributiontype UpdateType: Immutable PrimitiveType: String .PARAMETER S3InputMode Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-dataqualityjobdefinition-endpointinput.html#cfn-sagemaker-dataqualityjobdefinition-endpointinput-s3inputmode UpdateType: Immutable PrimitiveType: String .FUNCTIONALITY Vaporshell #> [OutputType([SageMakerDataQualityJobDefinitionEndpointInput])] [cmdletbinding()] Param( [parameter(Mandatory = $true)] [object] $EndpointName, [parameter(Mandatory = $true)] [object] $LocalPath, [parameter(Mandatory = $false)] [object] $S3DataDistributionType, [parameter(Mandatory = $false)] [object] $S3InputMode ) Process { $obj = [SageMakerDataQualityJobDefinitionEndpointInput]::new($PSBoundParameters) Write-Debug "$($MyInvocation.MyCommand) PSBoundParameters:`n$($PSBoundParameters | ConvertTo-Json -Depth 20 | Format-Json)" Write-Verbose "Resulting object from $($MyInvocation.MyCommand): `n$($obj.ToJson() | Format-Json)" $obj } } Export-ModuleMember -Function 'Add-VSSageMakerDataQualityJobDefinitionEndpointInput' function Add-VSSageMakerDataQualityJobDefinitionEnvironment { <# .SYNOPSIS Adds an AWS::SageMaker::DataQualityJobDefinition.Environment resource property to the template. .DESCRIPTION Adds an AWS::SageMaker::DataQualityJobDefinition.Environment resource property to the template. .LINK http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-dataqualityjobdefinition-environment.html .FUNCTIONALITY Vaporshell #> [OutputType([SageMakerDataQualityJobDefinitionEnvironment])] [cmdletbinding()] Param( ) Process { $obj = [SageMakerDataQualityJobDefinitionEnvironment]::new($PSBoundParameters) Write-Debug "$($MyInvocation.MyCommand) PSBoundParameters:`n$($PSBoundParameters | ConvertTo-Json -Depth 20 | Format-Json)" Write-Verbose "Resulting object from $($MyInvocation.MyCommand): `n$($obj.ToJson() | Format-Json)" $obj } } Export-ModuleMember -Function 'Add-VSSageMakerDataQualityJobDefinitionEnvironment' function Add-VSSageMakerDataQualityJobDefinitionMonitoringOutput { <# .SYNOPSIS Adds an AWS::SageMaker::DataQualityJobDefinition.MonitoringOutput resource property to the template. .DESCRIPTION Adds an AWS::SageMaker::DataQualityJobDefinition.MonitoringOutput resource property to the template. .LINK http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-dataqualityjobdefinition-monitoringoutput.html .PARAMETER S3Output Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-dataqualityjobdefinition-monitoringoutput.html#cfn-sagemaker-dataqualityjobdefinition-monitoringoutput-s3output UpdateType: Immutable Type: S3Output .FUNCTIONALITY Vaporshell #> [OutputType([SageMakerDataQualityJobDefinitionMonitoringOutput])] [cmdletbinding()] Param( [parameter(Mandatory = $true)] $S3Output ) Process { $obj = [SageMakerDataQualityJobDefinitionMonitoringOutput]::new($PSBoundParameters) Write-Debug "$($MyInvocation.MyCommand) PSBoundParameters:`n$($PSBoundParameters | ConvertTo-Json -Depth 20 | Format-Json)" Write-Verbose "Resulting object from $($MyInvocation.MyCommand): `n$($obj.ToJson() | Format-Json)" $obj } } Export-ModuleMember -Function 'Add-VSSageMakerDataQualityJobDefinitionMonitoringOutput' function Add-VSSageMakerDataQualityJobDefinitionMonitoringOutputConfig { <# .SYNOPSIS Adds an AWS::SageMaker::DataQualityJobDefinition.MonitoringOutputConfig resource property to the template. .DESCRIPTION Adds an AWS::SageMaker::DataQualityJobDefinition.MonitoringOutputConfig resource property to the template. .LINK http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-dataqualityjobdefinition-monitoringoutputconfig.html .PARAMETER KmsKeyId Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-dataqualityjobdefinition-monitoringoutputconfig.html#cfn-sagemaker-dataqualityjobdefinition-monitoringoutputconfig-kmskeyid UpdateType: Immutable PrimitiveType: String .PARAMETER MonitoringOutputs Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-dataqualityjobdefinition-monitoringoutputconfig.html#cfn-sagemaker-dataqualityjobdefinition-monitoringoutputconfig-monitoringoutputs UpdateType: Immutable Type: List ItemType: MonitoringOutput .FUNCTIONALITY Vaporshell #> [OutputType([SageMakerDataQualityJobDefinitionMonitoringOutputConfig])] [cmdletbinding()] Param( [parameter(Mandatory = $false)] [object] $KmsKeyId, [parameter(Mandatory = $true)] [object] $MonitoringOutputs ) Process { $obj = [SageMakerDataQualityJobDefinitionMonitoringOutputConfig]::new($PSBoundParameters) Write-Debug "$($MyInvocation.MyCommand) PSBoundParameters:`n$($PSBoundParameters | ConvertTo-Json -Depth 20 | Format-Json)" Write-Verbose "Resulting object from $($MyInvocation.MyCommand): `n$($obj.ToJson() | Format-Json)" $obj } } Export-ModuleMember -Function 'Add-VSSageMakerDataQualityJobDefinitionMonitoringOutputConfig' function Add-VSSageMakerDataQualityJobDefinitionMonitoringResources { <# .SYNOPSIS Adds an AWS::SageMaker::DataQualityJobDefinition.MonitoringResources resource property to the template. .DESCRIPTION Adds an AWS::SageMaker::DataQualityJobDefinition.MonitoringResources resource property to the template. .LINK http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-dataqualityjobdefinition-monitoringresources.html .PARAMETER ClusterConfig Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-dataqualityjobdefinition-monitoringresources.html#cfn-sagemaker-dataqualityjobdefinition-monitoringresources-clusterconfig UpdateType: Immutable Type: ClusterConfig .FUNCTIONALITY Vaporshell #> [OutputType([SageMakerDataQualityJobDefinitionMonitoringResources])] [cmdletbinding()] Param( [parameter(Mandatory = $true)] $ClusterConfig ) Process { $obj = [SageMakerDataQualityJobDefinitionMonitoringResources]::new($PSBoundParameters) Write-Debug "$($MyInvocation.MyCommand) PSBoundParameters:`n$($PSBoundParameters | ConvertTo-Json -Depth 20 | Format-Json)" Write-Verbose "Resulting object from $($MyInvocation.MyCommand): `n$($obj.ToJson() | Format-Json)" $obj } } Export-ModuleMember -Function 'Add-VSSageMakerDataQualityJobDefinitionMonitoringResources' function Add-VSSageMakerDataQualityJobDefinitionNetworkConfig { <# .SYNOPSIS Adds an AWS::SageMaker::DataQualityJobDefinition.NetworkConfig resource property to the template. .DESCRIPTION Adds an AWS::SageMaker::DataQualityJobDefinition.NetworkConfig resource property to the template. .LINK http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-dataqualityjobdefinition-networkconfig.html .PARAMETER EnableInterContainerTrafficEncryption Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-dataqualityjobdefinition-networkconfig.html#cfn-sagemaker-dataqualityjobdefinition-networkconfig-enableintercontainertrafficencryption UpdateType: Immutable PrimitiveType: Boolean .PARAMETER EnableNetworkIsolation Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-dataqualityjobdefinition-networkconfig.html#cfn-sagemaker-dataqualityjobdefinition-networkconfig-enablenetworkisolation UpdateType: Immutable PrimitiveType: Boolean .PARAMETER VpcConfig Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-dataqualityjobdefinition-networkconfig.html#cfn-sagemaker-dataqualityjobdefinition-networkconfig-vpcconfig UpdateType: Immutable Type: VpcConfig .FUNCTIONALITY Vaporshell #> [OutputType([SageMakerDataQualityJobDefinitionNetworkConfig])] [cmdletbinding()] Param( [parameter(Mandatory = $false)] [object] $EnableInterContainerTrafficEncryption, [parameter(Mandatory = $false)] [object] $EnableNetworkIsolation, [parameter(Mandatory = $false)] $VpcConfig ) Process { $obj = [SageMakerDataQualityJobDefinitionNetworkConfig]::new($PSBoundParameters) Write-Debug "$($MyInvocation.MyCommand) PSBoundParameters:`n$($PSBoundParameters | ConvertTo-Json -Depth 20 | Format-Json)" Write-Verbose "Resulting object from $($MyInvocation.MyCommand): `n$($obj.ToJson() | Format-Json)" $obj } } Export-ModuleMember -Function 'Add-VSSageMakerDataQualityJobDefinitionNetworkConfig' function Add-VSSageMakerDataQualityJobDefinitionS3Output { <# .SYNOPSIS Adds an AWS::SageMaker::DataQualityJobDefinition.S3Output resource property to the template. .DESCRIPTION Adds an AWS::SageMaker::DataQualityJobDefinition.S3Output resource property to the template. .LINK http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-dataqualityjobdefinition-s3output.html .PARAMETER LocalPath Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-dataqualityjobdefinition-s3output.html#cfn-sagemaker-dataqualityjobdefinition-s3output-localpath UpdateType: Immutable PrimitiveType: String .PARAMETER S3UploadMode Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-dataqualityjobdefinition-s3output.html#cfn-sagemaker-dataqualityjobdefinition-s3output-s3uploadmode UpdateType: Immutable PrimitiveType: String .PARAMETER S3Uri Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-dataqualityjobdefinition-s3output.html#cfn-sagemaker-dataqualityjobdefinition-s3output-s3uri UpdateType: Immutable PrimitiveType: String .FUNCTIONALITY Vaporshell #> [OutputType([SageMakerDataQualityJobDefinitionS3Output])] [cmdletbinding()] Param( [parameter(Mandatory = $true)] [object] $LocalPath, [parameter(Mandatory = $false)] [object] $S3UploadMode, [parameter(Mandatory = $true)] [object] $S3Uri ) Process { $obj = [SageMakerDataQualityJobDefinitionS3Output]::new($PSBoundParameters) Write-Debug "$($MyInvocation.MyCommand) PSBoundParameters:`n$($PSBoundParameters | ConvertTo-Json -Depth 20 | Format-Json)" Write-Verbose "Resulting object from $($MyInvocation.MyCommand): `n$($obj.ToJson() | Format-Json)" $obj } } Export-ModuleMember -Function 'Add-VSSageMakerDataQualityJobDefinitionS3Output' function Add-VSSageMakerDataQualityJobDefinitionStatisticsResource { <# .SYNOPSIS Adds an AWS::SageMaker::DataQualityJobDefinition.StatisticsResource resource property to the template. .DESCRIPTION Adds an AWS::SageMaker::DataQualityJobDefinition.StatisticsResource resource property to the template. .LINK http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-dataqualityjobdefinition-statisticsresource.html .PARAMETER S3Uri Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-dataqualityjobdefinition-statisticsresource.html#cfn-sagemaker-dataqualityjobdefinition-statisticsresource-s3uri UpdateType: Immutable PrimitiveType: String .FUNCTIONALITY Vaporshell #> [OutputType([SageMakerDataQualityJobDefinitionStatisticsResource])] [cmdletbinding()] Param( [parameter(Mandatory = $false)] [object] $S3Uri ) Process { $obj = [SageMakerDataQualityJobDefinitionStatisticsResource]::new($PSBoundParameters) Write-Debug "$($MyInvocation.MyCommand) PSBoundParameters:`n$($PSBoundParameters | ConvertTo-Json -Depth 20 | Format-Json)" Write-Verbose "Resulting object from $($MyInvocation.MyCommand): `n$($obj.ToJson() | Format-Json)" $obj } } Export-ModuleMember -Function 'Add-VSSageMakerDataQualityJobDefinitionStatisticsResource' function Add-VSSageMakerDataQualityJobDefinitionStoppingCondition { <# .SYNOPSIS Adds an AWS::SageMaker::DataQualityJobDefinition.StoppingCondition resource property to the template. .DESCRIPTION Adds an AWS::SageMaker::DataQualityJobDefinition.StoppingCondition resource property to the template. .LINK http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-dataqualityjobdefinition-stoppingcondition.html .PARAMETER MaxRuntimeInSeconds Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-dataqualityjobdefinition-stoppingcondition.html#cfn-sagemaker-dataqualityjobdefinition-stoppingcondition-maxruntimeinseconds UpdateType: Immutable PrimitiveType: Integer .FUNCTIONALITY Vaporshell #> [OutputType([SageMakerDataQualityJobDefinitionStoppingCondition])] [cmdletbinding()] Param( [parameter(Mandatory = $true)] [object] $MaxRuntimeInSeconds ) Process { $obj = [SageMakerDataQualityJobDefinitionStoppingCondition]::new($PSBoundParameters) Write-Debug "$($MyInvocation.MyCommand) PSBoundParameters:`n$($PSBoundParameters | ConvertTo-Json -Depth 20 | Format-Json)" Write-Verbose "Resulting object from $($MyInvocation.MyCommand): `n$($obj.ToJson() | Format-Json)" $obj } } Export-ModuleMember -Function 'Add-VSSageMakerDataQualityJobDefinitionStoppingCondition' function Add-VSSageMakerDataQualityJobDefinitionVpcConfig { <# .SYNOPSIS Adds an AWS::SageMaker::DataQualityJobDefinition.VpcConfig resource property to the template. .DESCRIPTION Adds an AWS::SageMaker::DataQualityJobDefinition.VpcConfig resource property to the template. .LINK http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-dataqualityjobdefinition-vpcconfig.html .PARAMETER SecurityGroupIds Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-dataqualityjobdefinition-vpcconfig.html#cfn-sagemaker-dataqualityjobdefinition-vpcconfig-securitygroupids UpdateType: Immutable Type: List PrimitiveItemType: String .PARAMETER Subnets Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-dataqualityjobdefinition-vpcconfig.html#cfn-sagemaker-dataqualityjobdefinition-vpcconfig-subnets UpdateType: Immutable Type: List PrimitiveItemType: String .FUNCTIONALITY Vaporshell #> [OutputType([SageMakerDataQualityJobDefinitionVpcConfig])] [cmdletbinding()] Param( [parameter(Mandatory = $true)] $SecurityGroupIds, [parameter(Mandatory = $true)] $Subnets ) Process { $obj = [SageMakerDataQualityJobDefinitionVpcConfig]::new($PSBoundParameters) Write-Debug "$($MyInvocation.MyCommand) PSBoundParameters:`n$($PSBoundParameters | ConvertTo-Json -Depth 20 | Format-Json)" Write-Verbose "Resulting object from $($MyInvocation.MyCommand): `n$($obj.ToJson() | Format-Json)" $obj } } Export-ModuleMember -Function 'Add-VSSageMakerDataQualityJobDefinitionVpcConfig' function Add-VSSageMakerDeviceDevice { <# .SYNOPSIS Adds an AWS::SageMaker::Device.Device resource property to the template. .DESCRIPTION Adds an AWS::SageMaker::Device.Device resource property to the template. .LINK http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-device-device.html .PARAMETER Description Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-device-device.html#cfn-sagemaker-device-device-description UpdateType: Mutable PrimitiveType: String .PARAMETER DeviceName Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-device-device.html#cfn-sagemaker-device-device-devicename UpdateType: Mutable PrimitiveType: String .PARAMETER IotThingName Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-device-device.html#cfn-sagemaker-device-device-iotthingname UpdateType: Mutable PrimitiveType: String .FUNCTIONALITY Vaporshell #> [OutputType([SageMakerDeviceDevice])] [cmdletbinding()] Param( [parameter(Mandatory = $false)] [object] $Description, [parameter(Mandatory = $true)] [object] $DeviceName, [parameter(Mandatory = $false)] [object] $IotThingName ) Process { $obj = [SageMakerDeviceDevice]::new($PSBoundParameters) Write-Debug "$($MyInvocation.MyCommand) PSBoundParameters:`n$($PSBoundParameters | ConvertTo-Json -Depth 20 | Format-Json)" Write-Verbose "Resulting object from $($MyInvocation.MyCommand): `n$($obj.ToJson() | Format-Json)" $obj } } Export-ModuleMember -Function 'Add-VSSageMakerDeviceDevice' function Add-VSSageMakerDeviceFleetEdgeOutputConfig { <# .SYNOPSIS Adds an AWS::SageMaker::DeviceFleet.EdgeOutputConfig resource property to the template. .DESCRIPTION Adds an AWS::SageMaker::DeviceFleet.EdgeOutputConfig resource property to the template. .LINK http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-devicefleet-edgeoutputconfig.html .PARAMETER S3OutputLocation Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-devicefleet-edgeoutputconfig.html#cfn-sagemaker-devicefleet-edgeoutputconfig-s3outputlocation UpdateType: Mutable PrimitiveType: String .PARAMETER KmsKeyId Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-devicefleet-edgeoutputconfig.html#cfn-sagemaker-devicefleet-edgeoutputconfig-kmskeyid UpdateType: Mutable PrimitiveType: String .FUNCTIONALITY Vaporshell #> [OutputType([SageMakerDeviceFleetEdgeOutputConfig])] [cmdletbinding()] Param( [parameter(Mandatory = $true)] [object] $S3OutputLocation, [parameter(Mandatory = $false)] [object] $KmsKeyId ) Process { $obj = [SageMakerDeviceFleetEdgeOutputConfig]::new($PSBoundParameters) Write-Debug "$($MyInvocation.MyCommand) PSBoundParameters:`n$($PSBoundParameters | ConvertTo-Json -Depth 20 | Format-Json)" Write-Verbose "Resulting object from $($MyInvocation.MyCommand): `n$($obj.ToJson() | Format-Json)" $obj } } Export-ModuleMember -Function 'Add-VSSageMakerDeviceFleetEdgeOutputConfig' function Add-VSSageMakerEndpointAlarm { <# .SYNOPSIS Adds an AWS::SageMaker::Endpoint.Alarm resource property to the template. .DESCRIPTION Adds an AWS::SageMaker::Endpoint.Alarm resource property to the template. .LINK http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpoint-alarm.html .PARAMETER AlarmName Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpoint-alarm.html#cfn-sagemaker-endpoint-alarm-alarmname PrimitiveType: String UpdateType: Mutable .FUNCTIONALITY Vaporshell #> [OutputType([SageMakerEndpointAlarm])] [cmdletbinding()] Param( [parameter(Mandatory = $true)] [object] $AlarmName ) Process { $obj = [SageMakerEndpointAlarm]::new($PSBoundParameters) Write-Debug "$($MyInvocation.MyCommand) PSBoundParameters:`n$($PSBoundParameters | ConvertTo-Json -Depth 20 | Format-Json)" Write-Verbose "Resulting object from $($MyInvocation.MyCommand): `n$($obj.ToJson() | Format-Json)" $obj } } Export-ModuleMember -Function 'Add-VSSageMakerEndpointAlarm' function Add-VSSageMakerEndpointAutoRollbackConfig { <# .SYNOPSIS Adds an AWS::SageMaker::Endpoint.AutoRollbackConfig resource property to the template. .DESCRIPTION Adds an AWS::SageMaker::Endpoint.AutoRollbackConfig resource property to the template. .LINK http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpoint-autorollbackconfig.html .PARAMETER Alarms Type: List Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpoint-autorollbackconfig.html#cfn-sagemaker-endpoint-autorollbackconfig-alarms ItemType: Alarm UpdateType: Mutable .FUNCTIONALITY Vaporshell #> [OutputType([SageMakerEndpointAutoRollbackConfig])] [cmdletbinding()] Param( [parameter(Mandatory = $true)] [object] $Alarms ) Process { $obj = [SageMakerEndpointAutoRollbackConfig]::new($PSBoundParameters) Write-Debug "$($MyInvocation.MyCommand) PSBoundParameters:`n$($PSBoundParameters | ConvertTo-Json -Depth 20 | Format-Json)" Write-Verbose "Resulting object from $($MyInvocation.MyCommand): `n$($obj.ToJson() | Format-Json)" $obj } } Export-ModuleMember -Function 'Add-VSSageMakerEndpointAutoRollbackConfig' function Add-VSSageMakerEndpointBlueGreenUpdatePolicy { <# .SYNOPSIS Adds an AWS::SageMaker::Endpoint.BlueGreenUpdatePolicy resource property to the template. .DESCRIPTION Adds an AWS::SageMaker::Endpoint.BlueGreenUpdatePolicy resource property to the template. .LINK http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpoint-bluegreenupdatepolicy.html .PARAMETER MaximumExecutionTimeoutInSeconds Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpoint-bluegreenupdatepolicy.html#cfn-sagemaker-endpoint-bluegreenupdatepolicy-maximumexecutiontimeoutinseconds PrimitiveType: Integer UpdateType: Mutable .PARAMETER TerminationWaitInSeconds Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpoint-bluegreenupdatepolicy.html#cfn-sagemaker-endpoint-bluegreenupdatepolicy-terminationwaitinseconds PrimitiveType: Integer UpdateType: Mutable .PARAMETER TrafficRoutingConfiguration Type: TrafficRoutingConfig Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpoint-bluegreenupdatepolicy.html#cfn-sagemaker-endpoint-bluegreenupdatepolicy-trafficroutingconfiguration UpdateType: Mutable .FUNCTIONALITY Vaporshell #> [OutputType([SageMakerEndpointBlueGreenUpdatePolicy])] [cmdletbinding()] Param( [parameter(Mandatory = $false)] [object] $MaximumExecutionTimeoutInSeconds, [parameter(Mandatory = $false)] [object] $TerminationWaitInSeconds, [parameter(Mandatory = $true)] $TrafficRoutingConfiguration ) Process { $obj = [SageMakerEndpointBlueGreenUpdatePolicy]::new($PSBoundParameters) Write-Debug "$($MyInvocation.MyCommand) PSBoundParameters:`n$($PSBoundParameters | ConvertTo-Json -Depth 20 | Format-Json)" Write-Verbose "Resulting object from $($MyInvocation.MyCommand): `n$($obj.ToJson() | Format-Json)" $obj } } Export-ModuleMember -Function 'Add-VSSageMakerEndpointBlueGreenUpdatePolicy' function Add-VSSageMakerEndpointCapacitySize { <# .SYNOPSIS Adds an AWS::SageMaker::Endpoint.CapacitySize resource property to the template. .DESCRIPTION Adds an AWS::SageMaker::Endpoint.CapacitySize resource property to the template. .LINK http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpoint-capacitysize.html .PARAMETER Type Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpoint-capacitysize.html#cfn-sagemaker-endpoint-capacitysize-type PrimitiveType: String UpdateType: Mutable .PARAMETER Value Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpoint-capacitysize.html#cfn-sagemaker-endpoint-capacitysize-value PrimitiveType: Integer UpdateType: Mutable .FUNCTIONALITY Vaporshell #> [OutputType([SageMakerEndpointCapacitySize])] [cmdletbinding()] Param( [parameter(Mandatory = $true)] [object] $Type, [parameter(Mandatory = $true)] [object] $Value ) Process { $obj = [SageMakerEndpointCapacitySize]::new($PSBoundParameters) Write-Debug "$($MyInvocation.MyCommand) PSBoundParameters:`n$($PSBoundParameters | ConvertTo-Json -Depth 20 | Format-Json)" Write-Verbose "Resulting object from $($MyInvocation.MyCommand): `n$($obj.ToJson() | Format-Json)" $obj } } Export-ModuleMember -Function 'Add-VSSageMakerEndpointCapacitySize' function Add-VSSageMakerEndpointConfigCaptureContentTypeHeader { <# .SYNOPSIS Adds an AWS::SageMaker::EndpointConfig.CaptureContentTypeHeader resource property to the template. .DESCRIPTION Adds an AWS::SageMaker::EndpointConfig.CaptureContentTypeHeader resource property to the template. .LINK http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpointconfig-datacaptureconfig-capturecontenttypeheader.html .PARAMETER JsonContentTypes PrimitiveItemType: String Type: List Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpointconfig-datacaptureconfig-capturecontenttypeheader.html#cfn-sagemaker-endpointconfig-datacaptureconfig-capturecontenttypeheader-jsoncontenttypes UpdateType: Immutable .PARAMETER CsvContentTypes PrimitiveItemType: String Type: List Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpointconfig-datacaptureconfig-capturecontenttypeheader.html#cfn-sagemaker-endpointconfig-datacaptureconfig-capturecontenttypeheader-csvcontenttypes UpdateType: Immutable .FUNCTIONALITY Vaporshell #> [OutputType([SageMakerEndpointConfigCaptureContentTypeHeader])] [cmdletbinding()] Param( [parameter(Mandatory = $false)] $JsonContentTypes, [parameter(Mandatory = $false)] $CsvContentTypes ) Process { $obj = [SageMakerEndpointConfigCaptureContentTypeHeader]::new($PSBoundParameters) Write-Debug "$($MyInvocation.MyCommand) PSBoundParameters:`n$($PSBoundParameters | ConvertTo-Json -Depth 20 | Format-Json)" Write-Verbose "Resulting object from $($MyInvocation.MyCommand): `n$($obj.ToJson() | Format-Json)" $obj } } Export-ModuleMember -Function 'Add-VSSageMakerEndpointConfigCaptureContentTypeHeader' function Add-VSSageMakerEndpointConfigCaptureOption { <# .SYNOPSIS Adds an AWS::SageMaker::EndpointConfig.CaptureOption resource property to the template. .DESCRIPTION Adds an AWS::SageMaker::EndpointConfig.CaptureOption resource property to the template. .LINK http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpointconfig-captureoption.html .PARAMETER CaptureMode Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpointconfig-captureoption.html#cfn-sagemaker-endpointconfig-captureoption-capturemode PrimitiveType: String UpdateType: Immutable .FUNCTIONALITY Vaporshell #> [OutputType([SageMakerEndpointConfigCaptureOption])] [cmdletbinding()] Param( [parameter(Mandatory = $true)] [object] $CaptureMode ) Process { $obj = [SageMakerEndpointConfigCaptureOption]::new($PSBoundParameters) Write-Debug "$($MyInvocation.MyCommand) PSBoundParameters:`n$($PSBoundParameters | ConvertTo-Json -Depth 20 | Format-Json)" Write-Verbose "Resulting object from $($MyInvocation.MyCommand): `n$($obj.ToJson() | Format-Json)" $obj } } Export-ModuleMember -Function 'Add-VSSageMakerEndpointConfigCaptureOption' function Add-VSSageMakerEndpointConfigDataCaptureConfig { <# .SYNOPSIS Adds an AWS::SageMaker::EndpointConfig.DataCaptureConfig resource property to the template. .DESCRIPTION Adds an AWS::SageMaker::EndpointConfig.DataCaptureConfig resource property to the template. .LINK http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpointconfig-datacaptureconfig.html .PARAMETER CaptureOptions Type: List Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpointconfig-datacaptureconfig.html#cfn-sagemaker-endpointconfig-datacaptureconfig-captureoptions ItemType: CaptureOption UpdateType: Immutable .PARAMETER KmsKeyId Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpointconfig-datacaptureconfig.html#cfn-sagemaker-endpointconfig-datacaptureconfig-kmskeyid PrimitiveType: String UpdateType: Immutable .PARAMETER DestinationS3Uri Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpointconfig-datacaptureconfig.html#cfn-sagemaker-endpointconfig-datacaptureconfig-destinations3uri PrimitiveType: String UpdateType: Immutable .PARAMETER InitialSamplingPercentage Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpointconfig-datacaptureconfig.html#cfn-sagemaker-endpointconfig-datacaptureconfig-initialsamplingpercentage PrimitiveType: Integer UpdateType: Immutable .PARAMETER CaptureContentTypeHeader Type: CaptureContentTypeHeader Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpointconfig-datacaptureconfig.html#cfn-sagemaker-endpointconfig-datacaptureconfig-capturecontenttypeheader UpdateType: Immutable .PARAMETER EnableCapture Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpointconfig-datacaptureconfig.html#cfn-sagemaker-endpointconfig-datacaptureconfig-enablecapture PrimitiveType: Boolean UpdateType: Immutable .FUNCTIONALITY Vaporshell #> [OutputType([SageMakerEndpointConfigDataCaptureConfig])] [cmdletbinding()] Param( [parameter(Mandatory = $true)] [object] $CaptureOptions, [parameter(Mandatory = $false)] [object] $KmsKeyId, [parameter(Mandatory = $true)] [object] $DestinationS3Uri, [parameter(Mandatory = $true)] [object] $InitialSamplingPercentage, [parameter(Mandatory = $false)] $CaptureContentTypeHeader, [parameter(Mandatory = $false)] [object] $EnableCapture ) Process { $obj = [SageMakerEndpointConfigDataCaptureConfig]::new($PSBoundParameters) Write-Debug "$($MyInvocation.MyCommand) PSBoundParameters:`n$($PSBoundParameters | ConvertTo-Json -Depth 20 | Format-Json)" Write-Verbose "Resulting object from $($MyInvocation.MyCommand): `n$($obj.ToJson() | Format-Json)" $obj } } Export-ModuleMember -Function 'Add-VSSageMakerEndpointConfigDataCaptureConfig' function Add-VSSageMakerEndpointConfigProductionVariant { <# .SYNOPSIS Adds an AWS::SageMaker::EndpointConfig.ProductionVariant resource property to the template. Specifies a model that you want to host and the resources to deploy for hosting it. If you are deploying multiple models, tell Amazon SageMaker how to distribute traffic among the models by specifying the InitialVariantWeight objects. .DESCRIPTION Adds an AWS::SageMaker::EndpointConfig.ProductionVariant resource property to the template. Specifies a model that you want to host and the resources to deploy for hosting it. If you are deploying multiple models, tell Amazon SageMaker how to distribute traffic among the models by specifying the InitialVariantWeight objects. .LINK http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpointconfig-productionvariant.html .PARAMETER ModelName The name of the model that you want to host. This is the name that you specified when creating the model. Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpointconfig-productionvariant.html#cfn-sagemaker-endpointconfig-productionvariant-modelname PrimitiveType: String UpdateType: Immutable .PARAMETER VariantName The name of the production variant. Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpointconfig-productionvariant.html#cfn-sagemaker-endpointconfig-productionvariant-variantname PrimitiveType: String UpdateType: Immutable .PARAMETER InitialInstanceCount Number of instances to launch initially. Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpointconfig-productionvariant.html#cfn-sagemaker-endpointconfig-productionvariant-initialinstancecount PrimitiveType: Integer UpdateType: Immutable .PARAMETER InstanceType The ML compute instance type. Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpointconfig-productionvariant.html#cfn-sagemaker-endpointconfig-productionvariant-instancetype PrimitiveType: String UpdateType: Immutable .PARAMETER AcceleratorType The size of the Elastic Inference EI instance to use for the production variant. EI instances provide on-demand GPU computing for inference. For more information, see Using Elastic Inference in Amazon SageMaker: https://docs.aws.amazon.com/sagemaker/latest/dg/ei.html. For more information, see Using Elastic Inference in Amazon SageMaker: https://docs.aws.amazon.com/sagemaker/latest/dg/ei.html. Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpointconfig-productionvariant.html#cfn-sagemaker-endpointconfig-productionvariant-acceleratortype PrimitiveType: String UpdateType: Immutable .PARAMETER InitialVariantWeight Determines initial traffic distribution among all of the models that you specify in the endpoint configuration. The traffic to a production variant is determined by the ratio of the VariantWeight to the sum of all VariantWeight values across all ProductionVariants. If unspecified, it defaults to 1.0. Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpointconfig-productionvariant.html#cfn-sagemaker-endpointconfig-productionvariant-initialvariantweight PrimitiveType: Double UpdateType: Immutable .FUNCTIONALITY Vaporshell #> [OutputType([SageMakerEndpointConfigProductionVariant])] [cmdletbinding()] Param( [parameter(Mandatory = $true)] [object] $ModelName, [parameter(Mandatory = $true)] [object] $VariantName, [parameter(Mandatory = $true)] [object] $InitialInstanceCount, [parameter(Mandatory = $true)] [object] $InstanceType, [parameter(Mandatory = $false)] [object] $AcceleratorType, [parameter(Mandatory = $true)] [object] $InitialVariantWeight ) Process { $obj = [SageMakerEndpointConfigProductionVariant]::new($PSBoundParameters) Write-Debug "$($MyInvocation.MyCommand) PSBoundParameters:`n$($PSBoundParameters | ConvertTo-Json -Depth 20 | Format-Json)" Write-Verbose "Resulting object from $($MyInvocation.MyCommand): `n$($obj.ToJson() | Format-Json)" $obj } } Export-ModuleMember -Function 'Add-VSSageMakerEndpointConfigProductionVariant' function Add-VSSageMakerEndpointDeploymentConfig { <# .SYNOPSIS Adds an AWS::SageMaker::Endpoint.DeploymentConfig resource property to the template. .DESCRIPTION Adds an AWS::SageMaker::Endpoint.DeploymentConfig resource property to the template. .LINK http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpoint-deploymentconfig.html .PARAMETER AutoRollbackConfiguration Type: AutoRollbackConfig Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpoint-deploymentconfig.html#cfn-sagemaker-endpoint-deploymentconfig-autorollbackconfiguration UpdateType: Mutable .PARAMETER BlueGreenUpdatePolicy Type: BlueGreenUpdatePolicy Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpoint-deploymentconfig.html#cfn-sagemaker-endpoint-deploymentconfig-bluegreenupdatepolicy UpdateType: Mutable .FUNCTIONALITY Vaporshell #> [OutputType([SageMakerEndpointDeploymentConfig])] [cmdletbinding()] Param( [parameter(Mandatory = $false)] $AutoRollbackConfiguration, [parameter(Mandatory = $true)] $BlueGreenUpdatePolicy ) Process { $obj = [SageMakerEndpointDeploymentConfig]::new($PSBoundParameters) Write-Debug "$($MyInvocation.MyCommand) PSBoundParameters:`n$($PSBoundParameters | ConvertTo-Json -Depth 20 | Format-Json)" Write-Verbose "Resulting object from $($MyInvocation.MyCommand): `n$($obj.ToJson() | Format-Json)" $obj } } Export-ModuleMember -Function 'Add-VSSageMakerEndpointDeploymentConfig' function Add-VSSageMakerEndpointTrafficRoutingConfig { <# .SYNOPSIS Adds an AWS::SageMaker::Endpoint.TrafficRoutingConfig resource property to the template. .DESCRIPTION Adds an AWS::SageMaker::Endpoint.TrafficRoutingConfig resource property to the template. .LINK http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpoint-trafficroutingconfig.html .PARAMETER Type Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpoint-trafficroutingconfig.html#cfn-sagemaker-endpoint-trafficroutingconfig-type PrimitiveType: String UpdateType: Mutable .PARAMETER CanarySize Type: CapacitySize Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpoint-trafficroutingconfig.html#cfn-sagemaker-endpoint-trafficroutingconfig-canarysize UpdateType: Mutable .PARAMETER WaitIntervalInSeconds Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpoint-trafficroutingconfig.html#cfn-sagemaker-endpoint-trafficroutingconfig-waitintervalinseconds PrimitiveType: Integer UpdateType: Mutable .FUNCTIONALITY Vaporshell #> [OutputType([SageMakerEndpointTrafficRoutingConfig])] [cmdletbinding()] Param( [parameter(Mandatory = $true)] [object] $Type, [parameter(Mandatory = $false)] $CanarySize, [parameter(Mandatory = $false)] [object] $WaitIntervalInSeconds ) Process { $obj = [SageMakerEndpointTrafficRoutingConfig]::new($PSBoundParameters) Write-Debug "$($MyInvocation.MyCommand) PSBoundParameters:`n$($PSBoundParameters | ConvertTo-Json -Depth 20 | Format-Json)" Write-Verbose "Resulting object from $($MyInvocation.MyCommand): `n$($obj.ToJson() | Format-Json)" $obj } } Export-ModuleMember -Function 'Add-VSSageMakerEndpointTrafficRoutingConfig' function Add-VSSageMakerEndpointVariantProperty { <# .SYNOPSIS Adds an AWS::SageMaker::Endpoint.VariantProperty resource property to the template. Specifies a production variant property type for an Endpoint. .DESCRIPTION Adds an AWS::SageMaker::Endpoint.VariantProperty resource property to the template. Specifies a production variant property type for an Endpoint. If you are updating an Endpoint with the RetainAllVariantProperties: https://docs.aws.amazon.com/sagemaker/latest/dg/API_UpdateEndpoint.html#SageMaker-UpdateEndpoint-request-RetainAllVariantProperties option set to true, the VarientProperty objects listed in ExcludeRetainedVariantProperties: https://docs.aws.amazon.com/sagemaker/latest/dg/API_UpdateEndpoint.html#SageMaker-UpdateEndpoint-request-ExcludeRetainedVariantProperties override the existing varient properties of the Endpoint. .LINK http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpoint-variantproperty.html .PARAMETER VariantPropertyType The type of varient property. The supported values are: + DesiredInstanceCount: Overrides the existing variant instance counts using the InitialInstanceCount: https://docs.aws.amazon.com/sagemaker/latest/dg/API_ProductionVariant.html#SageMaker-Type-ProductionVariant-InitialInstanceCount values in the ProductionVariants: https://docs.aws.amazon.com/sagemaker/latest/dg/API_CreateEndpointConfig.html#SageMaker-CreateEndpointConfig-request-ProductionVariants. + DesiredWeight: Overrides the existing variant weights using the InitialVariantWeight: https://docs.aws.amazon.com/sagemaker/latest/dg/API_ProductionVariant.html#SageMaker-Type-ProductionVariant-InitialVariantWeight values in the ProductionVariants: https://docs.aws.amazon.com/sagemaker/latest/dg/API_CreateEndpointConfig.html#SageMaker-CreateEndpointConfig-request-ProductionVariants. + DataCaptureConfig: Not currently supported. Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpoint-variantproperty.html#cfn-sagemaker-endpoint-variantproperty-variantpropertytype PrimitiveType: String UpdateType: Mutable .FUNCTIONALITY Vaporshell #> [OutputType([SageMakerEndpointVariantProperty])] [cmdletbinding()] Param( [parameter(Mandatory = $false)] [object] $VariantPropertyType ) Process { $obj = [SageMakerEndpointVariantProperty]::new($PSBoundParameters) Write-Debug "$($MyInvocation.MyCommand) PSBoundParameters:`n$($PSBoundParameters | ConvertTo-Json -Depth 20 | Format-Json)" Write-Verbose "Resulting object from $($MyInvocation.MyCommand): `n$($obj.ToJson() | Format-Json)" $obj } } Export-ModuleMember -Function 'Add-VSSageMakerEndpointVariantProperty' function Add-VSSageMakerModelBiasJobDefinitionClusterConfig { <# .SYNOPSIS Adds an AWS::SageMaker::ModelBiasJobDefinition.ClusterConfig resource property to the template. .DESCRIPTION Adds an AWS::SageMaker::ModelBiasJobDefinition.ClusterConfig resource property to the template. .LINK http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-clusterconfig.html .PARAMETER InstanceCount Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-clusterconfig.html#cfn-sagemaker-modelbiasjobdefinition-clusterconfig-instancecount UpdateType: Immutable PrimitiveType: Integer .PARAMETER InstanceType Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-clusterconfig.html#cfn-sagemaker-modelbiasjobdefinition-clusterconfig-instancetype UpdateType: Immutable PrimitiveType: String .PARAMETER VolumeKmsKeyId Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-clusterconfig.html#cfn-sagemaker-modelbiasjobdefinition-clusterconfig-volumekmskeyid UpdateType: Immutable PrimitiveType: String .PARAMETER VolumeSizeInGB Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-clusterconfig.html#cfn-sagemaker-modelbiasjobdefinition-clusterconfig-volumesizeingb UpdateType: Immutable PrimitiveType: Integer .FUNCTIONALITY Vaporshell #> [OutputType([SageMakerModelBiasJobDefinitionClusterConfig])] [cmdletbinding()] Param( [parameter(Mandatory = $true)] [object] $InstanceCount, [parameter(Mandatory = $true)] [object] $InstanceType, [parameter(Mandatory = $false)] [object] $VolumeKmsKeyId, [parameter(Mandatory = $true)] [object] $VolumeSizeInGB ) Process { $obj = [SageMakerModelBiasJobDefinitionClusterConfig]::new($PSBoundParameters) Write-Debug "$($MyInvocation.MyCommand) PSBoundParameters:`n$($PSBoundParameters | ConvertTo-Json -Depth 20 | Format-Json)" Write-Verbose "Resulting object from $($MyInvocation.MyCommand): `n$($obj.ToJson() | Format-Json)" $obj } } Export-ModuleMember -Function 'Add-VSSageMakerModelBiasJobDefinitionClusterConfig' function Add-VSSageMakerModelBiasJobDefinitionConstraintsResource { <# .SYNOPSIS Adds an AWS::SageMaker::ModelBiasJobDefinition.ConstraintsResource resource property to the template. .DESCRIPTION Adds an AWS::SageMaker::ModelBiasJobDefinition.ConstraintsResource resource property to the template. .LINK http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-constraintsresource.html .PARAMETER S3Uri Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-constraintsresource.html#cfn-sagemaker-modelbiasjobdefinition-constraintsresource-s3uri UpdateType: Immutable PrimitiveType: String .FUNCTIONALITY Vaporshell #> [OutputType([SageMakerModelBiasJobDefinitionConstraintsResource])] [cmdletbinding()] Param( [parameter(Mandatory = $false)] [object] $S3Uri ) Process { $obj = [SageMakerModelBiasJobDefinitionConstraintsResource]::new($PSBoundParameters) Write-Debug "$($MyInvocation.MyCommand) PSBoundParameters:`n$($PSBoundParameters | ConvertTo-Json -Depth 20 | Format-Json)" Write-Verbose "Resulting object from $($MyInvocation.MyCommand): `n$($obj.ToJson() | Format-Json)" $obj } } Export-ModuleMember -Function 'Add-VSSageMakerModelBiasJobDefinitionConstraintsResource' function Add-VSSageMakerModelBiasJobDefinitionEndpointInput { <# .SYNOPSIS Adds an AWS::SageMaker::ModelBiasJobDefinition.EndpointInput resource property to the template. .DESCRIPTION Adds an AWS::SageMaker::ModelBiasJobDefinition.EndpointInput resource property to the template. .LINK http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-endpointinput.html .PARAMETER EndpointName Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-endpointinput.html#cfn-sagemaker-modelbiasjobdefinition-endpointinput-endpointname UpdateType: Immutable PrimitiveType: String .PARAMETER LocalPath Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-endpointinput.html#cfn-sagemaker-modelbiasjobdefinition-endpointinput-localpath UpdateType: Immutable PrimitiveType: String .PARAMETER S3DataDistributionType Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-endpointinput.html#cfn-sagemaker-modelbiasjobdefinition-endpointinput-s3datadistributiontype UpdateType: Immutable PrimitiveType: String .PARAMETER S3InputMode Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-endpointinput.html#cfn-sagemaker-modelbiasjobdefinition-endpointinput-s3inputmode UpdateType: Immutable PrimitiveType: String .PARAMETER StartTimeOffset Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-endpointinput.html#cfn-sagemaker-modelbiasjobdefinition-endpointinput-starttimeoffset UpdateType: Immutable PrimitiveType: String .PARAMETER EndTimeOffset Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-endpointinput.html#cfn-sagemaker-modelbiasjobdefinition-endpointinput-endtimeoffset UpdateType: Immutable PrimitiveType: String .PARAMETER FeaturesAttribute Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-endpointinput.html#cfn-sagemaker-modelbiasjobdefinition-endpointinput-featuresattribute UpdateType: Immutable PrimitiveType: String .PARAMETER InferenceAttribute Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-endpointinput.html#cfn-sagemaker-modelbiasjobdefinition-endpointinput-inferenceattribute UpdateType: Immutable PrimitiveType: String .PARAMETER ProbabilityAttribute Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-endpointinput.html#cfn-sagemaker-modelbiasjobdefinition-endpointinput-probabilityattribute UpdateType: Immutable PrimitiveType: String .PARAMETER ProbabilityThresholdAttribute Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-endpointinput.html#cfn-sagemaker-modelbiasjobdefinition-endpointinput-probabilitythresholdattribute UpdateType: Immutable PrimitiveType: Double .FUNCTIONALITY Vaporshell #> [OutputType([SageMakerModelBiasJobDefinitionEndpointInput])] [cmdletbinding()] Param( [parameter(Mandatory = $true)] [object] $EndpointName, [parameter(Mandatory = $true)] [object] $LocalPath, [parameter(Mandatory = $false)] [object] $S3DataDistributionType, [parameter(Mandatory = $false)] [object] $S3InputMode, [parameter(Mandatory = $false)] [object] $StartTimeOffset, [parameter(Mandatory = $false)] [object] $EndTimeOffset, [parameter(Mandatory = $false)] [object] $FeaturesAttribute, [parameter(Mandatory = $false)] [object] $InferenceAttribute, [parameter(Mandatory = $false)] [object] $ProbabilityAttribute, [parameter(Mandatory = $false)] [object] $ProbabilityThresholdAttribute ) Process { $obj = [SageMakerModelBiasJobDefinitionEndpointInput]::new($PSBoundParameters) Write-Debug "$($MyInvocation.MyCommand) PSBoundParameters:`n$($PSBoundParameters | ConvertTo-Json -Depth 20 | Format-Json)" Write-Verbose "Resulting object from $($MyInvocation.MyCommand): `n$($obj.ToJson() | Format-Json)" $obj } } Export-ModuleMember -Function 'Add-VSSageMakerModelBiasJobDefinitionEndpointInput' function Add-VSSageMakerModelBiasJobDefinitionEnvironment { <# .SYNOPSIS Adds an AWS::SageMaker::ModelBiasJobDefinition.Environment resource property to the template. .DESCRIPTION Adds an AWS::SageMaker::ModelBiasJobDefinition.Environment resource property to the template. .LINK http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-environment.html .FUNCTIONALITY Vaporshell #> [OutputType([SageMakerModelBiasJobDefinitionEnvironment])] [cmdletbinding()] Param( ) Process { $obj = [SageMakerModelBiasJobDefinitionEnvironment]::new($PSBoundParameters) Write-Debug "$($MyInvocation.MyCommand) PSBoundParameters:`n$($PSBoundParameters | ConvertTo-Json -Depth 20 | Format-Json)" Write-Verbose "Resulting object from $($MyInvocation.MyCommand): `n$($obj.ToJson() | Format-Json)" $obj } } Export-ModuleMember -Function 'Add-VSSageMakerModelBiasJobDefinitionEnvironment' function Add-VSSageMakerModelBiasJobDefinitionModelBiasAppSpecification { <# .SYNOPSIS Adds an AWS::SageMaker::ModelBiasJobDefinition.ModelBiasAppSpecification resource property to the template. .DESCRIPTION Adds an AWS::SageMaker::ModelBiasJobDefinition.ModelBiasAppSpecification resource property to the template. .LINK http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-modelbiasappspecification.html .PARAMETER ImageUri Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-modelbiasappspecification.html#cfn-sagemaker-modelbiasjobdefinition-modelbiasappspecification-imageuri UpdateType: Immutable PrimitiveType: String .PARAMETER ConfigUri Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-modelbiasappspecification.html#cfn-sagemaker-modelbiasjobdefinition-modelbiasappspecification-configuri UpdateType: Immutable PrimitiveType: String .PARAMETER Environment Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-modelbiasappspecification.html#cfn-sagemaker-modelbiasjobdefinition-modelbiasappspecification-environment UpdateType: Immutable Type: Environment .FUNCTIONALITY Vaporshell #> [OutputType([SageMakerModelBiasJobDefinitionModelBiasAppSpecification])] [cmdletbinding()] Param( [parameter(Mandatory = $true)] [object] $ImageUri, [parameter(Mandatory = $true)] [object] $ConfigUri, [parameter(Mandatory = $false)] $Environment ) Process { $obj = [SageMakerModelBiasJobDefinitionModelBiasAppSpecification]::new($PSBoundParameters) Write-Debug "$($MyInvocation.MyCommand) PSBoundParameters:`n$($PSBoundParameters | ConvertTo-Json -Depth 20 | Format-Json)" Write-Verbose "Resulting object from $($MyInvocation.MyCommand): `n$($obj.ToJson() | Format-Json)" $obj } } Export-ModuleMember -Function 'Add-VSSageMakerModelBiasJobDefinitionModelBiasAppSpecification' function Add-VSSageMakerModelBiasJobDefinitionModelBiasBaselineConfig { <# .SYNOPSIS Adds an AWS::SageMaker::ModelBiasJobDefinition.ModelBiasBaselineConfig resource property to the template. .DESCRIPTION Adds an AWS::SageMaker::ModelBiasJobDefinition.ModelBiasBaselineConfig resource property to the template. .LINK http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-modelbiasbaselineconfig.html .PARAMETER BaseliningJobName Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-modelbiasbaselineconfig.html#cfn-sagemaker-modelbiasjobdefinition-modelbiasbaselineconfig-baseliningjobname UpdateType: Immutable PrimitiveType: String .PARAMETER ConstraintsResource Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-modelbiasbaselineconfig.html#cfn-sagemaker-modelbiasjobdefinition-modelbiasbaselineconfig-constraintsresource UpdateType: Immutable Type: ConstraintsResource .FUNCTIONALITY Vaporshell #> [OutputType([SageMakerModelBiasJobDefinitionModelBiasBaselineConfig])] [cmdletbinding()] Param( [parameter(Mandatory = $false)] [object] $BaseliningJobName, [parameter(Mandatory = $false)] $ConstraintsResource ) Process { $obj = [SageMakerModelBiasJobDefinitionModelBiasBaselineConfig]::new($PSBoundParameters) Write-Debug "$($MyInvocation.MyCommand) PSBoundParameters:`n$($PSBoundParameters | ConvertTo-Json -Depth 20 | Format-Json)" Write-Verbose "Resulting object from $($MyInvocation.MyCommand): `n$($obj.ToJson() | Format-Json)" $obj } } Export-ModuleMember -Function 'Add-VSSageMakerModelBiasJobDefinitionModelBiasBaselineConfig' function Add-VSSageMakerModelBiasJobDefinitionModelBiasJobInput { <# .SYNOPSIS Adds an AWS::SageMaker::ModelBiasJobDefinition.ModelBiasJobInput resource property to the template. .DESCRIPTION Adds an AWS::SageMaker::ModelBiasJobDefinition.ModelBiasJobInput resource property to the template. .LINK http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-modelbiasjobinput.html .PARAMETER EndpointInput Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-modelbiasjobinput.html#cfn-sagemaker-modelbiasjobdefinition-modelbiasjobinput-endpointinput UpdateType: Immutable Type: EndpointInput .PARAMETER GroundTruthS3Input Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-modelbiasjobinput.html#cfn-sagemaker-modelbiasjobdefinition-modelbiasjobinput-groundtruths3input UpdateType: Immutable Type: MonitoringGroundTruthS3Input .FUNCTIONALITY Vaporshell #> [OutputType([SageMakerModelBiasJobDefinitionModelBiasJobInput])] [cmdletbinding()] Param( [parameter(Mandatory = $true)] $EndpointInput, [parameter(Mandatory = $true)] $GroundTruthS3Input ) Process { $obj = [SageMakerModelBiasJobDefinitionModelBiasJobInput]::new($PSBoundParameters) Write-Debug "$($MyInvocation.MyCommand) PSBoundParameters:`n$($PSBoundParameters | ConvertTo-Json -Depth 20 | Format-Json)" Write-Verbose "Resulting object from $($MyInvocation.MyCommand): `n$($obj.ToJson() | Format-Json)" $obj } } Export-ModuleMember -Function 'Add-VSSageMakerModelBiasJobDefinitionModelBiasJobInput' function Add-VSSageMakerModelBiasJobDefinitionMonitoringGroundTruthS3Input { <# .SYNOPSIS Adds an AWS::SageMaker::ModelBiasJobDefinition.MonitoringGroundTruthS3Input resource property to the template. .DESCRIPTION Adds an AWS::SageMaker::ModelBiasJobDefinition.MonitoringGroundTruthS3Input resource property to the template. .LINK http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-monitoringgroundtruths3input.html .PARAMETER S3Uri Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-monitoringgroundtruths3input.html#cfn-sagemaker-modelbiasjobdefinition-monitoringgroundtruths3input-s3uri UpdateType: Immutable PrimitiveType: String .FUNCTIONALITY Vaporshell #> [OutputType([SageMakerModelBiasJobDefinitionMonitoringGroundTruthS3Input])] [cmdletbinding()] Param( [parameter(Mandatory = $true)] [object] $S3Uri ) Process { $obj = [SageMakerModelBiasJobDefinitionMonitoringGroundTruthS3Input]::new($PSBoundParameters) Write-Debug "$($MyInvocation.MyCommand) PSBoundParameters:`n$($PSBoundParameters | ConvertTo-Json -Depth 20 | Format-Json)" Write-Verbose "Resulting object from $($MyInvocation.MyCommand): `n$($obj.ToJson() | Format-Json)" $obj } } Export-ModuleMember -Function 'Add-VSSageMakerModelBiasJobDefinitionMonitoringGroundTruthS3Input' function Add-VSSageMakerModelBiasJobDefinitionMonitoringOutput { <# .SYNOPSIS Adds an AWS::SageMaker::ModelBiasJobDefinition.MonitoringOutput resource property to the template. .DESCRIPTION Adds an AWS::SageMaker::ModelBiasJobDefinition.MonitoringOutput resource property to the template. .LINK http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-monitoringoutput.html .PARAMETER S3Output Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-monitoringoutput.html#cfn-sagemaker-modelbiasjobdefinition-monitoringoutput-s3output UpdateType: Immutable Type: S3Output .FUNCTIONALITY Vaporshell #> [OutputType([SageMakerModelBiasJobDefinitionMonitoringOutput])] [cmdletbinding()] Param( [parameter(Mandatory = $true)] $S3Output ) Process { $obj = [SageMakerModelBiasJobDefinitionMonitoringOutput]::new($PSBoundParameters) Write-Debug "$($MyInvocation.MyCommand) PSBoundParameters:`n$($PSBoundParameters | ConvertTo-Json -Depth 20 | Format-Json)" Write-Verbose "Resulting object from $($MyInvocation.MyCommand): `n$($obj.ToJson() | Format-Json)" $obj } } Export-ModuleMember -Function 'Add-VSSageMakerModelBiasJobDefinitionMonitoringOutput' function Add-VSSageMakerModelBiasJobDefinitionMonitoringOutputConfig { <# .SYNOPSIS Adds an AWS::SageMaker::ModelBiasJobDefinition.MonitoringOutputConfig resource property to the template. .DESCRIPTION Adds an AWS::SageMaker::ModelBiasJobDefinition.MonitoringOutputConfig resource property to the template. .LINK http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-monitoringoutputconfig.html .PARAMETER KmsKeyId Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-monitoringoutputconfig.html#cfn-sagemaker-modelbiasjobdefinition-monitoringoutputconfig-kmskeyid UpdateType: Immutable PrimitiveType: String .PARAMETER MonitoringOutputs Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-monitoringoutputconfig.html#cfn-sagemaker-modelbiasjobdefinition-monitoringoutputconfig-monitoringoutputs UpdateType: Immutable Type: List ItemType: MonitoringOutput .FUNCTIONALITY Vaporshell #> [OutputType([SageMakerModelBiasJobDefinitionMonitoringOutputConfig])] [cmdletbinding()] Param( [parameter(Mandatory = $false)] [object] $KmsKeyId, [parameter(Mandatory = $true)] [object] $MonitoringOutputs ) Process { $obj = [SageMakerModelBiasJobDefinitionMonitoringOutputConfig]::new($PSBoundParameters) Write-Debug "$($MyInvocation.MyCommand) PSBoundParameters:`n$($PSBoundParameters | ConvertTo-Json -Depth 20 | Format-Json)" Write-Verbose "Resulting object from $($MyInvocation.MyCommand): `n$($obj.ToJson() | Format-Json)" $obj } } Export-ModuleMember -Function 'Add-VSSageMakerModelBiasJobDefinitionMonitoringOutputConfig' function Add-VSSageMakerModelBiasJobDefinitionMonitoringResources { <# .SYNOPSIS Adds an AWS::SageMaker::ModelBiasJobDefinition.MonitoringResources resource property to the template. .DESCRIPTION Adds an AWS::SageMaker::ModelBiasJobDefinition.MonitoringResources resource property to the template. .LINK http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-monitoringresources.html .PARAMETER ClusterConfig Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-monitoringresources.html#cfn-sagemaker-modelbiasjobdefinition-monitoringresources-clusterconfig UpdateType: Immutable Type: ClusterConfig .FUNCTIONALITY Vaporshell #> [OutputType([SageMakerModelBiasJobDefinitionMonitoringResources])] [cmdletbinding()] Param( [parameter(Mandatory = $true)] $ClusterConfig ) Process { $obj = [SageMakerModelBiasJobDefinitionMonitoringResources]::new($PSBoundParameters) Write-Debug "$($MyInvocation.MyCommand) PSBoundParameters:`n$($PSBoundParameters | ConvertTo-Json -Depth 20 | Format-Json)" Write-Verbose "Resulting object from $($MyInvocation.MyCommand): `n$($obj.ToJson() | Format-Json)" $obj } } Export-ModuleMember -Function 'Add-VSSageMakerModelBiasJobDefinitionMonitoringResources' function Add-VSSageMakerModelBiasJobDefinitionNetworkConfig { <# .SYNOPSIS Adds an AWS::SageMaker::ModelBiasJobDefinition.NetworkConfig resource property to the template. .DESCRIPTION Adds an AWS::SageMaker::ModelBiasJobDefinition.NetworkConfig resource property to the template. .LINK http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-networkconfig.html .PARAMETER EnableInterContainerTrafficEncryption Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-networkconfig.html#cfn-sagemaker-modelbiasjobdefinition-networkconfig-enableintercontainertrafficencryption UpdateType: Immutable PrimitiveType: Boolean .PARAMETER EnableNetworkIsolation Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-networkconfig.html#cfn-sagemaker-modelbiasjobdefinition-networkconfig-enablenetworkisolation UpdateType: Immutable PrimitiveType: Boolean .PARAMETER VpcConfig Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-networkconfig.html#cfn-sagemaker-modelbiasjobdefinition-networkconfig-vpcconfig UpdateType: Immutable Type: VpcConfig .FUNCTIONALITY Vaporshell #> [OutputType([SageMakerModelBiasJobDefinitionNetworkConfig])] [cmdletbinding()] Param( [parameter(Mandatory = $false)] [object] $EnableInterContainerTrafficEncryption, [parameter(Mandatory = $false)] [object] $EnableNetworkIsolation, [parameter(Mandatory = $false)] $VpcConfig ) Process { $obj = [SageMakerModelBiasJobDefinitionNetworkConfig]::new($PSBoundParameters) Write-Debug "$($MyInvocation.MyCommand) PSBoundParameters:`n$($PSBoundParameters | ConvertTo-Json -Depth 20 | Format-Json)" Write-Verbose "Resulting object from $($MyInvocation.MyCommand): `n$($obj.ToJson() | Format-Json)" $obj } } Export-ModuleMember -Function 'Add-VSSageMakerModelBiasJobDefinitionNetworkConfig' function Add-VSSageMakerModelBiasJobDefinitionS3Output { <# .SYNOPSIS Adds an AWS::SageMaker::ModelBiasJobDefinition.S3Output resource property to the template. .DESCRIPTION Adds an AWS::SageMaker::ModelBiasJobDefinition.S3Output resource property to the template. .LINK http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-s3output.html .PARAMETER LocalPath Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-s3output.html#cfn-sagemaker-modelbiasjobdefinition-s3output-localpath UpdateType: Immutable PrimitiveType: String .PARAMETER S3UploadMode Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-s3output.html#cfn-sagemaker-modelbiasjobdefinition-s3output-s3uploadmode UpdateType: Immutable PrimitiveType: String .PARAMETER S3Uri Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-s3output.html#cfn-sagemaker-modelbiasjobdefinition-s3output-s3uri UpdateType: Immutable PrimitiveType: String .FUNCTIONALITY Vaporshell #> [OutputType([SageMakerModelBiasJobDefinitionS3Output])] [cmdletbinding()] Param( [parameter(Mandatory = $true)] [object] $LocalPath, [parameter(Mandatory = $false)] [object] $S3UploadMode, [parameter(Mandatory = $true)] [object] $S3Uri ) Process { $obj = [SageMakerModelBiasJobDefinitionS3Output]::new($PSBoundParameters) Write-Debug "$($MyInvocation.MyCommand) PSBoundParameters:`n$($PSBoundParameters | ConvertTo-Json -Depth 20 | Format-Json)" Write-Verbose "Resulting object from $($MyInvocation.MyCommand): `n$($obj.ToJson() | Format-Json)" $obj } } Export-ModuleMember -Function 'Add-VSSageMakerModelBiasJobDefinitionS3Output' function Add-VSSageMakerModelBiasJobDefinitionStoppingCondition { <# .SYNOPSIS Adds an AWS::SageMaker::ModelBiasJobDefinition.StoppingCondition resource property to the template. .DESCRIPTION Adds an AWS::SageMaker::ModelBiasJobDefinition.StoppingCondition resource property to the template. .LINK http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-stoppingcondition.html .PARAMETER MaxRuntimeInSeconds Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-stoppingcondition.html#cfn-sagemaker-modelbiasjobdefinition-stoppingcondition-maxruntimeinseconds UpdateType: Immutable PrimitiveType: Integer .FUNCTIONALITY Vaporshell #> [OutputType([SageMakerModelBiasJobDefinitionStoppingCondition])] [cmdletbinding()] Param( [parameter(Mandatory = $true)] [object] $MaxRuntimeInSeconds ) Process { $obj = [SageMakerModelBiasJobDefinitionStoppingCondition]::new($PSBoundParameters) Write-Debug "$($MyInvocation.MyCommand) PSBoundParameters:`n$($PSBoundParameters | ConvertTo-Json -Depth 20 | Format-Json)" Write-Verbose "Resulting object from $($MyInvocation.MyCommand): `n$($obj.ToJson() | Format-Json)" $obj } } Export-ModuleMember -Function 'Add-VSSageMakerModelBiasJobDefinitionStoppingCondition' function Add-VSSageMakerModelBiasJobDefinitionVpcConfig { <# .SYNOPSIS Adds an AWS::SageMaker::ModelBiasJobDefinition.VpcConfig resource property to the template. .DESCRIPTION Adds an AWS::SageMaker::ModelBiasJobDefinition.VpcConfig resource property to the template. .LINK http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-vpcconfig.html .PARAMETER SecurityGroupIds Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-vpcconfig.html#cfn-sagemaker-modelbiasjobdefinition-vpcconfig-securitygroupids UpdateType: Immutable Type: List PrimitiveItemType: String .PARAMETER Subnets Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-vpcconfig.html#cfn-sagemaker-modelbiasjobdefinition-vpcconfig-subnets UpdateType: Immutable Type: List PrimitiveItemType: String .FUNCTIONALITY Vaporshell #> [OutputType([SageMakerModelBiasJobDefinitionVpcConfig])] [cmdletbinding()] Param( [parameter(Mandatory = $true)] $SecurityGroupIds, [parameter(Mandatory = $true)] $Subnets ) Process { $obj = [SageMakerModelBiasJobDefinitionVpcConfig]::new($PSBoundParameters) Write-Debug "$($MyInvocation.MyCommand) PSBoundParameters:`n$($PSBoundParameters | ConvertTo-Json -Depth 20 | Format-Json)" Write-Verbose "Resulting object from $($MyInvocation.MyCommand): `n$($obj.ToJson() | Format-Json)" $obj } } Export-ModuleMember -Function 'Add-VSSageMakerModelBiasJobDefinitionVpcConfig' function Add-VSSageMakerModelContainerDefinition { <# .SYNOPSIS Adds an AWS::SageMaker::Model.ContainerDefinition resource property to the template. Describes the container, as part of model definition. .DESCRIPTION Adds an AWS::SageMaker::Model.ContainerDefinition resource property to the template. Describes the container, as part of model definition. .LINK http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-model-containerdefinition.html .PARAMETER ImageConfig *Update requires*: Replacement: https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/using-cfn-updating-stacks-update-behaviors.html#update-replacement Type: ImageConfig Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-model-containerdefinition.html#cfn-sagemaker-model-containerdefinition-imageconfig UpdateType: Immutable .PARAMETER ContainerHostname This parameter is ignored for models that contain only a PrimaryContainer. When a ContainerDefinition is part of an inference pipeline, the value of the parameter uniquely identifies the container for the purposes of logging and metrics. For information, see Use Logs and Metrics to Monitor an Inference Pipeline: https://docs.aws.amazon.com/sagemaker/latest/dg/inference-pipeline-logs-metrics.html. If you don't specify a value for this parameter for a ContainerDefinition that is part of an inference pipeline, a unique name is automatically assigned based on the position of the ContainerDefinition in the pipeline. If you specify a value for the ContainerHostName for any ContainerDefinition that is part of an inference pipeline, you must specify a value for the ContainerHostName parameter of every ContainerDefinition in that pipeline. Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-model-containerdefinition.html#cfn-sagemaker-model-containerdefinition-containerhostname PrimitiveType: String UpdateType: Immutable .PARAMETER ModelPackageName *Update requires*: Replacement: https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/using-cfn-updating-stacks-update-behaviors.html#update-replacement Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-model-containerdefinition.html#cfn-sagemaker-model-containerdefinition-modelpackagename PrimitiveType: String UpdateType: Immutable .PARAMETER Mode Whether the container hosts a single model or multiple models. Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-model-containerdefinition.html#cfn-sagemaker-model-containerdefinition-mode PrimitiveType: String UpdateType: Immutable .PARAMETER Environment The environment variables to set in the Docker container. Each key and value in the Environment string to string map can have length of up to 1024. We support up to 16 entries in the map. Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-model-containerdefinition.html#cfn-sagemaker-model-containerdefinition-environment PrimitiveType: Json UpdateType: Immutable .PARAMETER ModelDataUrl The S3 path where the model artifacts, which result from model training, are stored. This path must point to a single gzip compressed tar archive .tar.gz suffix. The S3 path is required for Amazon SageMaker built-in algorithms, but not if you use your own algorithms. For more information on built-in algorithms, see Common Parameters: https://docs.aws.amazon.com/sagemaker/latest/dg/sagemaker-algo-docker-registry-paths.html. If you provide a value for this parameter, Amazon SageMaker uses AWS Security Token Service to download model artifacts from the S3 path you provide. AWS STS is activated in your IAM user account by default. If you previously deactivated AWS STS for a region, you need to reactivate AWS STS for that region. For more information, see Activating and Deactivating AWS STS in an AWS Region: https://docs.aws.amazon.com/IAM/latest/UserGuide/id_credentials_temp_enable-regions.html in the *AWS Identity and Access Management User Guide*. If you use a built-in algorithm to create a model, Amazon SageMaker requires that you provide a S3 path to the model artifacts in ModelDataUrl. Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-model-containerdefinition.html#cfn-sagemaker-model-containerdefinition-modeldataurl PrimitiveType: String UpdateType: Immutable .PARAMETER Image The Amazon EC2 Container Registry Amazon ECR path where inference code is stored. If you are using your own custom algorithm instead of an algorithm provided by Amazon SageMaker, the inference code must meet Amazon SageMaker requirements. Amazon SageMaker supports both registry/repository:tag] and registry/repository@digest] image path formats. For more information, see Using Your Own Algorithms with Amazon SageMaker: https://docs.aws.amazon.com/sagemaker/latest/dg/your-algorithms.html Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-model-containerdefinition.html#cfn-sagemaker-model-containerdefinition-image PrimitiveType: String UpdateType: Immutable .PARAMETER MultiModelConfig *Update requires*: Replacement: https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/using-cfn-updating-stacks-update-behaviors.html#update-replacement Type: MultiModelConfig Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-model-containerdefinition.html#cfn-sagemaker-model-containerdefinition-multimodelconfig UpdateType: Immutable .FUNCTIONALITY Vaporshell #> [OutputType([SageMakerModelContainerDefinition])] [cmdletbinding()] Param( [parameter(Mandatory = $false)] $ImageConfig, [parameter(Mandatory = $false)] [object] $ContainerHostname, [parameter(Mandatory = $false)] [object] $ModelPackageName, [parameter(Mandatory = $false)] [object] $Mode, [parameter(Mandatory = $false)] [VSJson] $Environment, [parameter(Mandatory = $false)] [object] $ModelDataUrl, [parameter(Mandatory = $false)] [object] $Image, [parameter(Mandatory = $false)] $MultiModelConfig ) Process { $obj = [SageMakerModelContainerDefinition]::new($PSBoundParameters) Write-Debug "$($MyInvocation.MyCommand) PSBoundParameters:`n$($PSBoundParameters | ConvertTo-Json -Depth 20 | Format-Json)" Write-Verbose "Resulting object from $($MyInvocation.MyCommand): `n$($obj.ToJson() | Format-Json)" $obj } } Export-ModuleMember -Function 'Add-VSSageMakerModelContainerDefinition' function Add-VSSageMakerModelExplainabilityJobDefinitionClusterConfig { <# .SYNOPSIS Adds an AWS::SageMaker::ModelExplainabilityJobDefinition.ClusterConfig resource property to the template. .DESCRIPTION Adds an AWS::SageMaker::ModelExplainabilityJobDefinition.ClusterConfig resource property to the template. .LINK http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelexplainabilityjobdefinition-clusterconfig.html .PARAMETER InstanceCount Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelexplainabilityjobdefinition-clusterconfig.html#cfn-sagemaker-modelexplainabilityjobdefinition-clusterconfig-instancecount UpdateType: Immutable PrimitiveType: Integer .PARAMETER InstanceType Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelexplainabilityjobdefinition-clusterconfig.html#cfn-sagemaker-modelexplainabilityjobdefinition-clusterconfig-instancetype UpdateType: Immutable PrimitiveType: String .PARAMETER VolumeKmsKeyId Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelexplainabilityjobdefinition-clusterconfig.html#cfn-sagemaker-modelexplainabilityjobdefinition-clusterconfig-volumekmskeyid UpdateType: Immutable PrimitiveType: String .PARAMETER VolumeSizeInGB Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelexplainabilityjobdefinition-clusterconfig.html#cfn-sagemaker-modelexplainabilityjobdefinition-clusterconfig-volumesizeingb UpdateType: Immutable PrimitiveType: Integer .FUNCTIONALITY Vaporshell #> [OutputType([SageMakerModelExplainabilityJobDefinitionClusterConfig])] [cmdletbinding()] Param( [parameter(Mandatory = $true)] [object] $InstanceCount, [parameter(Mandatory = $true)] [object] $InstanceType, [parameter(Mandatory = $false)] [object] $VolumeKmsKeyId, [parameter(Mandatory = $true)] [object] $VolumeSizeInGB ) Process { $obj = [SageMakerModelExplainabilityJobDefinitionClusterConfig]::new($PSBoundParameters) Write-Debug "$($MyInvocation.MyCommand) PSBoundParameters:`n$($PSBoundParameters | ConvertTo-Json -Depth 20 | Format-Json)" Write-Verbose "Resulting object from $($MyInvocation.MyCommand): `n$($obj.ToJson() | Format-Json)" $obj } } Export-ModuleMember -Function 'Add-VSSageMakerModelExplainabilityJobDefinitionClusterConfig' function Add-VSSageMakerModelExplainabilityJobDefinitionConstraintsResource { <# .SYNOPSIS Adds an AWS::SageMaker::ModelExplainabilityJobDefinition.ConstraintsResource resource property to the template. .DESCRIPTION Adds an AWS::SageMaker::ModelExplainabilityJobDefinition.ConstraintsResource resource property to the template. .LINK http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelexplainabilityjobdefinition-constraintsresource.html .PARAMETER S3Uri Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelexplainabilityjobdefinition-constraintsresource.html#cfn-sagemaker-modelexplainabilityjobdefinition-constraintsresource-s3uri UpdateType: Immutable PrimitiveType: String .FUNCTIONALITY Vaporshell #> [OutputType([SageMakerModelExplainabilityJobDefinitionConstraintsResource])] [cmdletbinding()] Param( [parameter(Mandatory = $false)] [object] $S3Uri ) Process { $obj = [SageMakerModelExplainabilityJobDefinitionConstraintsResource]::new($PSBoundParameters) Write-Debug "$($MyInvocation.MyCommand) PSBoundParameters:`n$($PSBoundParameters | ConvertTo-Json -Depth 20 | Format-Json)" Write-Verbose "Resulting object from $($MyInvocation.MyCommand): `n$($obj.ToJson() | Format-Json)" $obj } } Export-ModuleMember -Function 'Add-VSSageMakerModelExplainabilityJobDefinitionConstraintsResource' function Add-VSSageMakerModelExplainabilityJobDefinitionEndpointInput { <# .SYNOPSIS Adds an AWS::SageMaker::ModelExplainabilityJobDefinition.EndpointInput resource property to the template. .DESCRIPTION Adds an AWS::SageMaker::ModelExplainabilityJobDefinition.EndpointInput resource property to the template. .LINK http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelexplainabilityjobdefinition-endpointinput.html .PARAMETER EndpointName Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelexplainabilityjobdefinition-endpointinput.html#cfn-sagemaker-modelexplainabilityjobdefinition-endpointinput-endpointname UpdateType: Immutable PrimitiveType: String .PARAMETER LocalPath Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelexplainabilityjobdefinition-endpointinput.html#cfn-sagemaker-modelexplainabilityjobdefinition-endpointinput-localpath UpdateType: Immutable PrimitiveType: String .PARAMETER S3DataDistributionType Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelexplainabilityjobdefinition-endpointinput.html#cfn-sagemaker-modelexplainabilityjobdefinition-endpointinput-s3datadistributiontype UpdateType: Immutable PrimitiveType: String .PARAMETER S3InputMode Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelexplainabilityjobdefinition-endpointinput.html#cfn-sagemaker-modelexplainabilityjobdefinition-endpointinput-s3inputmode UpdateType: Immutable PrimitiveType: String .PARAMETER FeaturesAttribute Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelexplainabilityjobdefinition-endpointinput.html#cfn-sagemaker-modelexplainabilityjobdefinition-endpointinput-featuresattribute UpdateType: Immutable PrimitiveType: String .PARAMETER InferenceAttribute Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelexplainabilityjobdefinition-endpointinput.html#cfn-sagemaker-modelexplainabilityjobdefinition-endpointinput-inferenceattribute UpdateType: Immutable PrimitiveType: String .PARAMETER ProbabilityAttribute Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelexplainabilityjobdefinition-endpointinput.html#cfn-sagemaker-modelexplainabilityjobdefinition-endpointinput-probabilityattribute UpdateType: Immutable PrimitiveType: String .FUNCTIONALITY Vaporshell #> [OutputType([SageMakerModelExplainabilityJobDefinitionEndpointInput])] [cmdletbinding()] Param( [parameter(Mandatory = $true)] [object] $EndpointName, [parameter(Mandatory = $true)] [object] $LocalPath, [parameter(Mandatory = $false)] [object] $S3DataDistributionType, [parameter(Mandatory = $false)] [object] $S3InputMode, [parameter(Mandatory = $false)] [object] $FeaturesAttribute, [parameter(Mandatory = $false)] [object] $InferenceAttribute, [parameter(Mandatory = $false)] [object] $ProbabilityAttribute ) Process { $obj = [SageMakerModelExplainabilityJobDefinitionEndpointInput]::new($PSBoundParameters) Write-Debug "$($MyInvocation.MyCommand) PSBoundParameters:`n$($PSBoundParameters | ConvertTo-Json -Depth 20 | Format-Json)" Write-Verbose "Resulting object from $($MyInvocation.MyCommand): `n$($obj.ToJson() | Format-Json)" $obj } } Export-ModuleMember -Function 'Add-VSSageMakerModelExplainabilityJobDefinitionEndpointInput' function Add-VSSageMakerModelExplainabilityJobDefinitionEnvironment { <# .SYNOPSIS Adds an AWS::SageMaker::ModelExplainabilityJobDefinition.Environment resource property to the template. .DESCRIPTION Adds an AWS::SageMaker::ModelExplainabilityJobDefinition.Environment resource property to the template. .LINK http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelexplainabilityjobdefinition-environment.html .FUNCTIONALITY Vaporshell #> [OutputType([SageMakerModelExplainabilityJobDefinitionEnvironment])] [cmdletbinding()] Param( ) Process { $obj = [SageMakerModelExplainabilityJobDefinitionEnvironment]::new($PSBoundParameters) Write-Debug "$($MyInvocation.MyCommand) PSBoundParameters:`n$($PSBoundParameters | ConvertTo-Json -Depth 20 | Format-Json)" Write-Verbose "Resulting object from $($MyInvocation.MyCommand): `n$($obj.ToJson() | Format-Json)" $obj } } Export-ModuleMember -Function 'Add-VSSageMakerModelExplainabilityJobDefinitionEnvironment' function Add-VSSageMakerModelExplainabilityJobDefinitionModelExplainabilityAppSpecification { <# .SYNOPSIS Adds an AWS::SageMaker::ModelExplainabilityJobDefinition.ModelExplainabilityAppSpecification resource property to the template. .DESCRIPTION Adds an AWS::SageMaker::ModelExplainabilityJobDefinition.ModelExplainabilityAppSpecification resource property to the template. .LINK http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelexplainabilityjobdefinition-modelexplainabilityappspecification.html .PARAMETER ImageUri Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelexplainabilityjobdefinition-modelexplainabilityappspecification.html#cfn-sagemaker-modelexplainabilityjobdefinition-modelexplainabilityappspecification-imageuri UpdateType: Immutable PrimitiveType: String .PARAMETER ConfigUri Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelexplainabilityjobdefinition-modelexplainabilityappspecification.html#cfn-sagemaker-modelexplainabilityjobdefinition-modelexplainabilityappspecification-configuri UpdateType: Immutable PrimitiveType: String .PARAMETER Environment Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelexplainabilityjobdefinition-modelexplainabilityappspecification.html#cfn-sagemaker-modelexplainabilityjobdefinition-modelexplainabilityappspecification-environment UpdateType: Immutable Type: Environment .FUNCTIONALITY Vaporshell #> [OutputType([SageMakerModelExplainabilityJobDefinitionModelExplainabilityAppSpecification])] [cmdletbinding()] Param( [parameter(Mandatory = $true)] [object] $ImageUri, [parameter(Mandatory = $true)] [object] $ConfigUri, [parameter(Mandatory = $false)] $Environment ) Process { $obj = [SageMakerModelExplainabilityJobDefinitionModelExplainabilityAppSpecification]::new($PSBoundParameters) Write-Debug "$($MyInvocation.MyCommand) PSBoundParameters:`n$($PSBoundParameters | ConvertTo-Json -Depth 20 | Format-Json)" Write-Verbose "Resulting object from $($MyInvocation.MyCommand): `n$($obj.ToJson() | Format-Json)" $obj } } Export-ModuleMember -Function 'Add-VSSageMakerModelExplainabilityJobDefinitionModelExplainabilityAppSpecification' function Add-VSSageMakerModelExplainabilityJobDefinitionModelExplainabilityBaselineConfig { <# .SYNOPSIS Adds an AWS::SageMaker::ModelExplainabilityJobDefinition.ModelExplainabilityBaselineConfig resource property to the template. .DESCRIPTION Adds an AWS::SageMaker::ModelExplainabilityJobDefinition.ModelExplainabilityBaselineConfig resource property to the template. .LINK http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelexplainabilityjobdefinition-modelexplainabilitybaselineconfig.html .PARAMETER BaseliningJobName Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelexplainabilityjobdefinition-modelexplainabilitybaselineconfig.html#cfn-sagemaker-modelexplainabilityjobdefinition-modelexplainabilitybaselineconfig-baseliningjobname UpdateType: Immutable PrimitiveType: String .PARAMETER ConstraintsResource Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelexplainabilityjobdefinition-modelexplainabilitybaselineconfig.html#cfn-sagemaker-modelexplainabilityjobdefinition-modelexplainabilitybaselineconfig-constraintsresource UpdateType: Immutable Type: ConstraintsResource .FUNCTIONALITY Vaporshell #> [OutputType([SageMakerModelExplainabilityJobDefinitionModelExplainabilityBaselineConfig])] [cmdletbinding()] Param( [parameter(Mandatory = $false)] [object] $BaseliningJobName, [parameter(Mandatory = $false)] $ConstraintsResource ) Process { $obj = [SageMakerModelExplainabilityJobDefinitionModelExplainabilityBaselineConfig]::new($PSBoundParameters) Write-Debug "$($MyInvocation.MyCommand) PSBoundParameters:`n$($PSBoundParameters | ConvertTo-Json -Depth 20 | Format-Json)" Write-Verbose "Resulting object from $($MyInvocation.MyCommand): `n$($obj.ToJson() | Format-Json)" $obj } } Export-ModuleMember -Function 'Add-VSSageMakerModelExplainabilityJobDefinitionModelExplainabilityBaselineConfig' function Add-VSSageMakerModelExplainabilityJobDefinitionModelExplainabilityJobInput { <# .SYNOPSIS Adds an AWS::SageMaker::ModelExplainabilityJobDefinition.ModelExplainabilityJobInput resource property to the template. .DESCRIPTION Adds an AWS::SageMaker::ModelExplainabilityJobDefinition.ModelExplainabilityJobInput resource property to the template. .LINK http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelexplainabilityjobdefinition-modelexplainabilityjobinput.html .PARAMETER EndpointInput Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelexplainabilityjobdefinition-modelexplainabilityjobinput.html#cfn-sagemaker-modelexplainabilityjobdefinition-modelexplainabilityjobinput-endpointinput UpdateType: Immutable Type: EndpointInput .FUNCTIONALITY Vaporshell #> [OutputType([SageMakerModelExplainabilityJobDefinitionModelExplainabilityJobInput])] [cmdletbinding()] Param( [parameter(Mandatory = $true)] $EndpointInput ) Process { $obj = [SageMakerModelExplainabilityJobDefinitionModelExplainabilityJobInput]::new($PSBoundParameters) Write-Debug "$($MyInvocation.MyCommand) PSBoundParameters:`n$($PSBoundParameters | ConvertTo-Json -Depth 20 | Format-Json)" Write-Verbose "Resulting object from $($MyInvocation.MyCommand): `n$($obj.ToJson() | Format-Json)" $obj } } Export-ModuleMember -Function 'Add-VSSageMakerModelExplainabilityJobDefinitionModelExplainabilityJobInput' function Add-VSSageMakerModelExplainabilityJobDefinitionMonitoringOutput { <# .SYNOPSIS Adds an AWS::SageMaker::ModelExplainabilityJobDefinition.MonitoringOutput resource property to the template. .DESCRIPTION Adds an AWS::SageMaker::ModelExplainabilityJobDefinition.MonitoringOutput resource property to the template. .LINK http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelexplainabilityjobdefinition-monitoringoutput.html .PARAMETER S3Output Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelexplainabilityjobdefinition-monitoringoutput.html#cfn-sagemaker-modelexplainabilityjobdefinition-monitoringoutput-s3output UpdateType: Immutable Type: S3Output .FUNCTIONALITY Vaporshell #> [OutputType([SageMakerModelExplainabilityJobDefinitionMonitoringOutput])] [cmdletbinding()] Param( [parameter(Mandatory = $true)] $S3Output ) Process { $obj = [SageMakerModelExplainabilityJobDefinitionMonitoringOutput]::new($PSBoundParameters) Write-Debug "$($MyInvocation.MyCommand) PSBoundParameters:`n$($PSBoundParameters | ConvertTo-Json -Depth 20 | Format-Json)" Write-Verbose "Resulting object from $($MyInvocation.MyCommand): `n$($obj.ToJson() | Format-Json)" $obj } } Export-ModuleMember -Function 'Add-VSSageMakerModelExplainabilityJobDefinitionMonitoringOutput' function Add-VSSageMakerModelExplainabilityJobDefinitionMonitoringOutputConfig { <# .SYNOPSIS Adds an AWS::SageMaker::ModelExplainabilityJobDefinition.MonitoringOutputConfig resource property to the template. .DESCRIPTION Adds an AWS::SageMaker::ModelExplainabilityJobDefinition.MonitoringOutputConfig resource property to the template. .LINK http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelexplainabilityjobdefinition-monitoringoutputconfig.html .PARAMETER KmsKeyId Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelexplainabilityjobdefinition-monitoringoutputconfig.html#cfn-sagemaker-modelexplainabilityjobdefinition-monitoringoutputconfig-kmskeyid UpdateType: Immutable PrimitiveType: String .PARAMETER MonitoringOutputs Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelexplainabilityjobdefinition-monitoringoutputconfig.html#cfn-sagemaker-modelexplainabilityjobdefinition-monitoringoutputconfig-monitoringoutputs UpdateType: Immutable Type: List ItemType: MonitoringOutput .FUNCTIONALITY Vaporshell #> [OutputType([SageMakerModelExplainabilityJobDefinitionMonitoringOutputConfig])] [cmdletbinding()] Param( [parameter(Mandatory = $false)] [object] $KmsKeyId, [parameter(Mandatory = $true)] [object] $MonitoringOutputs ) Process { $obj = [SageMakerModelExplainabilityJobDefinitionMonitoringOutputConfig]::new($PSBoundParameters) Write-Debug "$($MyInvocation.MyCommand) PSBoundParameters:`n$($PSBoundParameters | ConvertTo-Json -Depth 20 | Format-Json)" Write-Verbose "Resulting object from $($MyInvocation.MyCommand): `n$($obj.ToJson() | Format-Json)" $obj } } Export-ModuleMember -Function 'Add-VSSageMakerModelExplainabilityJobDefinitionMonitoringOutputConfig' function Add-VSSageMakerModelExplainabilityJobDefinitionMonitoringResources { <# .SYNOPSIS Adds an AWS::SageMaker::ModelExplainabilityJobDefinition.MonitoringResources resource property to the template. .DESCRIPTION Adds an AWS::SageMaker::ModelExplainabilityJobDefinition.MonitoringResources resource property to the template. .LINK http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelexplainabilityjobdefinition-monitoringresources.html .PARAMETER ClusterConfig Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelexplainabilityjobdefinition-monitoringresources.html#cfn-sagemaker-modelexplainabilityjobdefinition-monitoringresources-clusterconfig UpdateType: Immutable Type: ClusterConfig .FUNCTIONALITY Vaporshell #> [OutputType([SageMakerModelExplainabilityJobDefinitionMonitoringResources])] [cmdletbinding()] Param( [parameter(Mandatory = $true)] $ClusterConfig ) Process { $obj = [SageMakerModelExplainabilityJobDefinitionMonitoringResources]::new($PSBoundParameters) Write-Debug "$($MyInvocation.MyCommand) PSBoundParameters:`n$($PSBoundParameters | ConvertTo-Json -Depth 20 | Format-Json)" Write-Verbose "Resulting object from $($MyInvocation.MyCommand): `n$($obj.ToJson() | Format-Json)" $obj } } Export-ModuleMember -Function 'Add-VSSageMakerModelExplainabilityJobDefinitionMonitoringResources' function Add-VSSageMakerModelExplainabilityJobDefinitionNetworkConfig { <# .SYNOPSIS Adds an AWS::SageMaker::ModelExplainabilityJobDefinition.NetworkConfig resource property to the template. .DESCRIPTION Adds an AWS::SageMaker::ModelExplainabilityJobDefinition.NetworkConfig resource property to the template. .LINK http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelexplainabilityjobdefinition-networkconfig.html .PARAMETER EnableInterContainerTrafficEncryption Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelexplainabilityjobdefinition-networkconfig.html#cfn-sagemaker-modelexplainabilityjobdefinition-networkconfig-enableintercontainertrafficencryption UpdateType: Immutable PrimitiveType: Boolean .PARAMETER EnableNetworkIsolation Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelexplainabilityjobdefinition-networkconfig.html#cfn-sagemaker-modelexplainabilityjobdefinition-networkconfig-enablenetworkisolation UpdateType: Immutable PrimitiveType: Boolean .PARAMETER VpcConfig Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelexplainabilityjobdefinition-networkconfig.html#cfn-sagemaker-modelexplainabilityjobdefinition-networkconfig-vpcconfig UpdateType: Immutable Type: VpcConfig .FUNCTIONALITY Vaporshell #> [OutputType([SageMakerModelExplainabilityJobDefinitionNetworkConfig])] [cmdletbinding()] Param( [parameter(Mandatory = $false)] [object] $EnableInterContainerTrafficEncryption, [parameter(Mandatory = $false)] [object] $EnableNetworkIsolation, [parameter(Mandatory = $false)] $VpcConfig ) Process { $obj = [SageMakerModelExplainabilityJobDefinitionNetworkConfig]::new($PSBoundParameters) Write-Debug "$($MyInvocation.MyCommand) PSBoundParameters:`n$($PSBoundParameters | ConvertTo-Json -Depth 20 | Format-Json)" Write-Verbose "Resulting object from $($MyInvocation.MyCommand): `n$($obj.ToJson() | Format-Json)" $obj } } Export-ModuleMember -Function 'Add-VSSageMakerModelExplainabilityJobDefinitionNetworkConfig' function Add-VSSageMakerModelExplainabilityJobDefinitionS3Output { <# .SYNOPSIS Adds an AWS::SageMaker::ModelExplainabilityJobDefinition.S3Output resource property to the template. .DESCRIPTION Adds an AWS::SageMaker::ModelExplainabilityJobDefinition.S3Output resource property to the template. .LINK http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelexplainabilityjobdefinition-s3output.html .PARAMETER LocalPath Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelexplainabilityjobdefinition-s3output.html#cfn-sagemaker-modelexplainabilityjobdefinition-s3output-localpath UpdateType: Immutable PrimitiveType: String .PARAMETER S3UploadMode Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelexplainabilityjobdefinition-s3output.html#cfn-sagemaker-modelexplainabilityjobdefinition-s3output-s3uploadmode UpdateType: Immutable PrimitiveType: String .PARAMETER S3Uri Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelexplainabilityjobdefinition-s3output.html#cfn-sagemaker-modelexplainabilityjobdefinition-s3output-s3uri UpdateType: Immutable PrimitiveType: String .FUNCTIONALITY Vaporshell #> [OutputType([SageMakerModelExplainabilityJobDefinitionS3Output])] [cmdletbinding()] Param( [parameter(Mandatory = $true)] [object] $LocalPath, [parameter(Mandatory = $false)] [object] $S3UploadMode, [parameter(Mandatory = $true)] [object] $S3Uri ) Process { $obj = [SageMakerModelExplainabilityJobDefinitionS3Output]::new($PSBoundParameters) Write-Debug "$($MyInvocation.MyCommand) PSBoundParameters:`n$($PSBoundParameters | ConvertTo-Json -Depth 20 | Format-Json)" Write-Verbose "Resulting object from $($MyInvocation.MyCommand): `n$($obj.ToJson() | Format-Json)" $obj } } Export-ModuleMember -Function 'Add-VSSageMakerModelExplainabilityJobDefinitionS3Output' function Add-VSSageMakerModelExplainabilityJobDefinitionStoppingCondition { <# .SYNOPSIS Adds an AWS::SageMaker::ModelExplainabilityJobDefinition.StoppingCondition resource property to the template. .DESCRIPTION Adds an AWS::SageMaker::ModelExplainabilityJobDefinition.StoppingCondition resource property to the template. .LINK http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelexplainabilityjobdefinition-stoppingcondition.html .PARAMETER MaxRuntimeInSeconds Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelexplainabilityjobdefinition-stoppingcondition.html#cfn-sagemaker-modelexplainabilityjobdefinition-stoppingcondition-maxruntimeinseconds UpdateType: Immutable PrimitiveType: Integer .FUNCTIONALITY Vaporshell #> [OutputType([SageMakerModelExplainabilityJobDefinitionStoppingCondition])] [cmdletbinding()] Param( [parameter(Mandatory = $true)] [object] $MaxRuntimeInSeconds ) Process { $obj = [SageMakerModelExplainabilityJobDefinitionStoppingCondition]::new($PSBoundParameters) Write-Debug "$($MyInvocation.MyCommand) PSBoundParameters:`n$($PSBoundParameters | ConvertTo-Json -Depth 20 | Format-Json)" Write-Verbose "Resulting object from $($MyInvocation.MyCommand): `n$($obj.ToJson() | Format-Json)" $obj } } Export-ModuleMember -Function 'Add-VSSageMakerModelExplainabilityJobDefinitionStoppingCondition' function Add-VSSageMakerModelExplainabilityJobDefinitionVpcConfig { <# .SYNOPSIS Adds an AWS::SageMaker::ModelExplainabilityJobDefinition.VpcConfig resource property to the template. .DESCRIPTION Adds an AWS::SageMaker::ModelExplainabilityJobDefinition.VpcConfig resource property to the template. .LINK http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelexplainabilityjobdefinition-vpcconfig.html .PARAMETER SecurityGroupIds Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelexplainabilityjobdefinition-vpcconfig.html#cfn-sagemaker-modelexplainabilityjobdefinition-vpcconfig-securitygroupids UpdateType: Immutable Type: List PrimitiveItemType: String .PARAMETER Subnets Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelexplainabilityjobdefinition-vpcconfig.html#cfn-sagemaker-modelexplainabilityjobdefinition-vpcconfig-subnets UpdateType: Immutable Type: List PrimitiveItemType: String .FUNCTIONALITY Vaporshell #> [OutputType([SageMakerModelExplainabilityJobDefinitionVpcConfig])] [cmdletbinding()] Param( [parameter(Mandatory = $true)] $SecurityGroupIds, [parameter(Mandatory = $true)] $Subnets ) Process { $obj = [SageMakerModelExplainabilityJobDefinitionVpcConfig]::new($PSBoundParameters) Write-Debug "$($MyInvocation.MyCommand) PSBoundParameters:`n$($PSBoundParameters | ConvertTo-Json -Depth 20 | Format-Json)" Write-Verbose "Resulting object from $($MyInvocation.MyCommand): `n$($obj.ToJson() | Format-Json)" $obj } } Export-ModuleMember -Function 'Add-VSSageMakerModelExplainabilityJobDefinitionVpcConfig' function Add-VSSageMakerModelImageConfig { <# .SYNOPSIS Adds an AWS::SageMaker::Model.ImageConfig resource property to the template. .DESCRIPTION Adds an AWS::SageMaker::Model.ImageConfig resource property to the template. .LINK http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-model-containerdefinition-imageconfig.html .PARAMETER RepositoryAccessMode Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-model-containerdefinition-imageconfig.html#cfn-sagemaker-model-containerdefinition-imageconfig-repositoryaccessmode PrimitiveType: String UpdateType: Immutable .FUNCTIONALITY Vaporshell #> [OutputType([SageMakerModelImageConfig])] [cmdletbinding()] Param( [parameter(Mandatory = $true)] [object] $RepositoryAccessMode ) Process { $obj = [SageMakerModelImageConfig]::new($PSBoundParameters) Write-Debug "$($MyInvocation.MyCommand) PSBoundParameters:`n$($PSBoundParameters | ConvertTo-Json -Depth 20 | Format-Json)" Write-Verbose "Resulting object from $($MyInvocation.MyCommand): `n$($obj.ToJson() | Format-Json)" $obj } } Export-ModuleMember -Function 'Add-VSSageMakerModelImageConfig' function Add-VSSageMakerModelMultiModelConfig { <# .SYNOPSIS Adds an AWS::SageMaker::Model.MultiModelConfig resource property to the template. .DESCRIPTION Adds an AWS::SageMaker::Model.MultiModelConfig resource property to the template. .LINK http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-model-containerdefinition-multimodelconfig.html .PARAMETER ModelCacheSetting Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-model-containerdefinition-multimodelconfig.html#cfn-sagemaker-model-containerdefinition-multimodelconfig-modelcachesetting PrimitiveType: String UpdateType: Immutable .FUNCTIONALITY Vaporshell #> [OutputType([SageMakerModelMultiModelConfig])] [cmdletbinding()] Param( [parameter(Mandatory = $false)] [object] $ModelCacheSetting ) Process { $obj = [SageMakerModelMultiModelConfig]::new($PSBoundParameters) Write-Debug "$($MyInvocation.MyCommand) PSBoundParameters:`n$($PSBoundParameters | ConvertTo-Json -Depth 20 | Format-Json)" Write-Verbose "Resulting object from $($MyInvocation.MyCommand): `n$($obj.ToJson() | Format-Json)" $obj } } Export-ModuleMember -Function 'Add-VSSageMakerModelMultiModelConfig' function Add-VSSageMakerModelQualityJobDefinitionClusterConfig { <# .SYNOPSIS Adds an AWS::SageMaker::ModelQualityJobDefinition.ClusterConfig resource property to the template. .DESCRIPTION Adds an AWS::SageMaker::ModelQualityJobDefinition.ClusterConfig resource property to the template. .LINK http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-clusterconfig.html .PARAMETER InstanceCount Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-clusterconfig.html#cfn-sagemaker-modelqualityjobdefinition-clusterconfig-instancecount UpdateType: Immutable PrimitiveType: Integer .PARAMETER InstanceType Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-clusterconfig.html#cfn-sagemaker-modelqualityjobdefinition-clusterconfig-instancetype UpdateType: Immutable PrimitiveType: String .PARAMETER VolumeKmsKeyId Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-clusterconfig.html#cfn-sagemaker-modelqualityjobdefinition-clusterconfig-volumekmskeyid UpdateType: Immutable PrimitiveType: String .PARAMETER VolumeSizeInGB Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-clusterconfig.html#cfn-sagemaker-modelqualityjobdefinition-clusterconfig-volumesizeingb UpdateType: Immutable PrimitiveType: Integer .FUNCTIONALITY Vaporshell #> [OutputType([SageMakerModelQualityJobDefinitionClusterConfig])] [cmdletbinding()] Param( [parameter(Mandatory = $true)] [object] $InstanceCount, [parameter(Mandatory = $true)] [object] $InstanceType, [parameter(Mandatory = $false)] [object] $VolumeKmsKeyId, [parameter(Mandatory = $true)] [object] $VolumeSizeInGB ) Process { $obj = [SageMakerModelQualityJobDefinitionClusterConfig]::new($PSBoundParameters) Write-Debug "$($MyInvocation.MyCommand) PSBoundParameters:`n$($PSBoundParameters | ConvertTo-Json -Depth 20 | Format-Json)" Write-Verbose "Resulting object from $($MyInvocation.MyCommand): `n$($obj.ToJson() | Format-Json)" $obj } } Export-ModuleMember -Function 'Add-VSSageMakerModelQualityJobDefinitionClusterConfig' function Add-VSSageMakerModelQualityJobDefinitionConstraintsResource { <# .SYNOPSIS Adds an AWS::SageMaker::ModelQualityJobDefinition.ConstraintsResource resource property to the template. .DESCRIPTION Adds an AWS::SageMaker::ModelQualityJobDefinition.ConstraintsResource resource property to the template. .LINK http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-constraintsresource.html .PARAMETER S3Uri Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-constraintsresource.html#cfn-sagemaker-modelqualityjobdefinition-constraintsresource-s3uri UpdateType: Immutable PrimitiveType: String .FUNCTIONALITY Vaporshell #> [OutputType([SageMakerModelQualityJobDefinitionConstraintsResource])] [cmdletbinding()] Param( [parameter(Mandatory = $false)] [object] $S3Uri ) Process { $obj = [SageMakerModelQualityJobDefinitionConstraintsResource]::new($PSBoundParameters) Write-Debug "$($MyInvocation.MyCommand) PSBoundParameters:`n$($PSBoundParameters | ConvertTo-Json -Depth 20 | Format-Json)" Write-Verbose "Resulting object from $($MyInvocation.MyCommand): `n$($obj.ToJson() | Format-Json)" $obj } } Export-ModuleMember -Function 'Add-VSSageMakerModelQualityJobDefinitionConstraintsResource' function Add-VSSageMakerModelQualityJobDefinitionEndpointInput { <# .SYNOPSIS Adds an AWS::SageMaker::ModelQualityJobDefinition.EndpointInput resource property to the template. .DESCRIPTION Adds an AWS::SageMaker::ModelQualityJobDefinition.EndpointInput resource property to the template. .LINK http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-endpointinput.html .PARAMETER EndpointName Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-endpointinput.html#cfn-sagemaker-modelqualityjobdefinition-endpointinput-endpointname UpdateType: Immutable PrimitiveType: String .PARAMETER LocalPath Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-endpointinput.html#cfn-sagemaker-modelqualityjobdefinition-endpointinput-localpath UpdateType: Immutable PrimitiveType: String .PARAMETER S3DataDistributionType Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-endpointinput.html#cfn-sagemaker-modelqualityjobdefinition-endpointinput-s3datadistributiontype UpdateType: Immutable PrimitiveType: String .PARAMETER S3InputMode Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-endpointinput.html#cfn-sagemaker-modelqualityjobdefinition-endpointinput-s3inputmode UpdateType: Immutable PrimitiveType: String .PARAMETER StartTimeOffset Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-endpointinput.html#cfn-sagemaker-modelqualityjobdefinition-endpointinput-starttimeoffset UpdateType: Immutable PrimitiveType: String .PARAMETER EndTimeOffset Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-endpointinput.html#cfn-sagemaker-modelqualityjobdefinition-endpointinput-endtimeoffset UpdateType: Immutable PrimitiveType: String .PARAMETER InferenceAttribute Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-endpointinput.html#cfn-sagemaker-modelqualityjobdefinition-endpointinput-inferenceattribute UpdateType: Immutable PrimitiveType: String .PARAMETER ProbabilityAttribute Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-endpointinput.html#cfn-sagemaker-modelqualityjobdefinition-endpointinput-probabilityattribute UpdateType: Immutable PrimitiveType: String .PARAMETER ProbabilityThresholdAttribute Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-endpointinput.html#cfn-sagemaker-modelqualityjobdefinition-endpointinput-probabilitythresholdattribute UpdateType: Immutable PrimitiveType: Double .FUNCTIONALITY Vaporshell #> [OutputType([SageMakerModelQualityJobDefinitionEndpointInput])] [cmdletbinding()] Param( [parameter(Mandatory = $true)] [object] $EndpointName, [parameter(Mandatory = $true)] [object] $LocalPath, [parameter(Mandatory = $false)] [object] $S3DataDistributionType, [parameter(Mandatory = $false)] [object] $S3InputMode, [parameter(Mandatory = $false)] [object] $StartTimeOffset, [parameter(Mandatory = $false)] [object] $EndTimeOffset, [parameter(Mandatory = $false)] [object] $InferenceAttribute, [parameter(Mandatory = $false)] [object] $ProbabilityAttribute, [parameter(Mandatory = $false)] [object] $ProbabilityThresholdAttribute ) Process { $obj = [SageMakerModelQualityJobDefinitionEndpointInput]::new($PSBoundParameters) Write-Debug "$($MyInvocation.MyCommand) PSBoundParameters:`n$($PSBoundParameters | ConvertTo-Json -Depth 20 | Format-Json)" Write-Verbose "Resulting object from $($MyInvocation.MyCommand): `n$($obj.ToJson() | Format-Json)" $obj } } Export-ModuleMember -Function 'Add-VSSageMakerModelQualityJobDefinitionEndpointInput' function Add-VSSageMakerModelQualityJobDefinitionEnvironment { <# .SYNOPSIS Adds an AWS::SageMaker::ModelQualityJobDefinition.Environment resource property to the template. .DESCRIPTION Adds an AWS::SageMaker::ModelQualityJobDefinition.Environment resource property to the template. .LINK http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-environment.html .FUNCTIONALITY Vaporshell #> [OutputType([SageMakerModelQualityJobDefinitionEnvironment])] [cmdletbinding()] Param( ) Process { $obj = [SageMakerModelQualityJobDefinitionEnvironment]::new($PSBoundParameters) Write-Debug "$($MyInvocation.MyCommand) PSBoundParameters:`n$($PSBoundParameters | ConvertTo-Json -Depth 20 | Format-Json)" Write-Verbose "Resulting object from $($MyInvocation.MyCommand): `n$($obj.ToJson() | Format-Json)" $obj } } Export-ModuleMember -Function 'Add-VSSageMakerModelQualityJobDefinitionEnvironment' function Add-VSSageMakerModelQualityJobDefinitionModelQualityAppSpecification { <# .SYNOPSIS Adds an AWS::SageMaker::ModelQualityJobDefinition.ModelQualityAppSpecification resource property to the template. .DESCRIPTION Adds an AWS::SageMaker::ModelQualityJobDefinition.ModelQualityAppSpecification resource property to the template. .LINK http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-modelqualityappspecification.html .PARAMETER ContainerArguments Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-modelqualityappspecification.html#cfn-sagemaker-modelqualityjobdefinition-modelqualityappspecification-containerarguments UpdateType: Immutable Type: List PrimitiveItemType: String .PARAMETER ContainerEntrypoint Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-modelqualityappspecification.html#cfn-sagemaker-modelqualityjobdefinition-modelqualityappspecification-containerentrypoint UpdateType: Immutable Type: List PrimitiveItemType: String .PARAMETER ImageUri Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-modelqualityappspecification.html#cfn-sagemaker-modelqualityjobdefinition-modelqualityappspecification-imageuri UpdateType: Immutable PrimitiveType: String .PARAMETER PostAnalyticsProcessorSourceUri Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-modelqualityappspecification.html#cfn-sagemaker-modelqualityjobdefinition-modelqualityappspecification-postanalyticsprocessorsourceuri UpdateType: Immutable PrimitiveType: String .PARAMETER RecordPreprocessorSourceUri Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-modelqualityappspecification.html#cfn-sagemaker-modelqualityjobdefinition-modelqualityappspecification-recordpreprocessorsourceuri UpdateType: Immutable PrimitiveType: String .PARAMETER Environment Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-modelqualityappspecification.html#cfn-sagemaker-modelqualityjobdefinition-modelqualityappspecification-environment UpdateType: Immutable Type: Environment .PARAMETER ProblemType Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-modelqualityappspecification.html#cfn-sagemaker-modelqualityjobdefinition-modelqualityappspecification-problemtype UpdateType: Immutable PrimitiveType: String .FUNCTIONALITY Vaporshell #> [OutputType([SageMakerModelQualityJobDefinitionModelQualityAppSpecification])] [cmdletbinding()] Param( [parameter(Mandatory = $false)] $ContainerArguments, [parameter(Mandatory = $false)] $ContainerEntrypoint, [parameter(Mandatory = $true)] [object] $ImageUri, [parameter(Mandatory = $false)] [object] $PostAnalyticsProcessorSourceUri, [parameter(Mandatory = $false)] [object] $RecordPreprocessorSourceUri, [parameter(Mandatory = $false)] $Environment, [parameter(Mandatory = $true)] [object] $ProblemType ) Process { $obj = [SageMakerModelQualityJobDefinitionModelQualityAppSpecification]::new($PSBoundParameters) Write-Debug "$($MyInvocation.MyCommand) PSBoundParameters:`n$($PSBoundParameters | ConvertTo-Json -Depth 20 | Format-Json)" Write-Verbose "Resulting object from $($MyInvocation.MyCommand): `n$($obj.ToJson() | Format-Json)" $obj } } Export-ModuleMember -Function 'Add-VSSageMakerModelQualityJobDefinitionModelQualityAppSpecification' function Add-VSSageMakerModelQualityJobDefinitionModelQualityBaselineConfig { <# .SYNOPSIS Adds an AWS::SageMaker::ModelQualityJobDefinition.ModelQualityBaselineConfig resource property to the template. .DESCRIPTION Adds an AWS::SageMaker::ModelQualityJobDefinition.ModelQualityBaselineConfig resource property to the template. .LINK http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-modelqualitybaselineconfig.html .PARAMETER BaseliningJobName Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-modelqualitybaselineconfig.html#cfn-sagemaker-modelqualityjobdefinition-modelqualitybaselineconfig-baseliningjobname UpdateType: Immutable PrimitiveType: String .PARAMETER ConstraintsResource Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-modelqualitybaselineconfig.html#cfn-sagemaker-modelqualityjobdefinition-modelqualitybaselineconfig-constraintsresource UpdateType: Immutable Type: ConstraintsResource .FUNCTIONALITY Vaporshell #> [OutputType([SageMakerModelQualityJobDefinitionModelQualityBaselineConfig])] [cmdletbinding()] Param( [parameter(Mandatory = $false)] [object] $BaseliningJobName, [parameter(Mandatory = $false)] $ConstraintsResource ) Process { $obj = [SageMakerModelQualityJobDefinitionModelQualityBaselineConfig]::new($PSBoundParameters) Write-Debug "$($MyInvocation.MyCommand) PSBoundParameters:`n$($PSBoundParameters | ConvertTo-Json -Depth 20 | Format-Json)" Write-Verbose "Resulting object from $($MyInvocation.MyCommand): `n$($obj.ToJson() | Format-Json)" $obj } } Export-ModuleMember -Function 'Add-VSSageMakerModelQualityJobDefinitionModelQualityBaselineConfig' function Add-VSSageMakerModelQualityJobDefinitionModelQualityJobInput { <# .SYNOPSIS Adds an AWS::SageMaker::ModelQualityJobDefinition.ModelQualityJobInput resource property to the template. .DESCRIPTION Adds an AWS::SageMaker::ModelQualityJobDefinition.ModelQualityJobInput resource property to the template. .LINK http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-modelqualityjobinput.html .PARAMETER EndpointInput Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-modelqualityjobinput.html#cfn-sagemaker-modelqualityjobdefinition-modelqualityjobinput-endpointinput UpdateType: Immutable Type: EndpointInput .PARAMETER GroundTruthS3Input Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-modelqualityjobinput.html#cfn-sagemaker-modelqualityjobdefinition-modelqualityjobinput-groundtruths3input UpdateType: Immutable Type: MonitoringGroundTruthS3Input .FUNCTIONALITY Vaporshell #> [OutputType([SageMakerModelQualityJobDefinitionModelQualityJobInput])] [cmdletbinding()] Param( [parameter(Mandatory = $true)] $EndpointInput, [parameter(Mandatory = $true)] $GroundTruthS3Input ) Process { $obj = [SageMakerModelQualityJobDefinitionModelQualityJobInput]::new($PSBoundParameters) Write-Debug "$($MyInvocation.MyCommand) PSBoundParameters:`n$($PSBoundParameters | ConvertTo-Json -Depth 20 | Format-Json)" Write-Verbose "Resulting object from $($MyInvocation.MyCommand): `n$($obj.ToJson() | Format-Json)" $obj } } Export-ModuleMember -Function 'Add-VSSageMakerModelQualityJobDefinitionModelQualityJobInput' function Add-VSSageMakerModelQualityJobDefinitionMonitoringGroundTruthS3Input { <# .SYNOPSIS Adds an AWS::SageMaker::ModelQualityJobDefinition.MonitoringGroundTruthS3Input resource property to the template. .DESCRIPTION Adds an AWS::SageMaker::ModelQualityJobDefinition.MonitoringGroundTruthS3Input resource property to the template. .LINK http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-monitoringgroundtruths3input.html .PARAMETER S3Uri Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-monitoringgroundtruths3input.html#cfn-sagemaker-modelqualityjobdefinition-monitoringgroundtruths3input-s3uri UpdateType: Immutable PrimitiveType: String .FUNCTIONALITY Vaporshell #> [OutputType([SageMakerModelQualityJobDefinitionMonitoringGroundTruthS3Input])] [cmdletbinding()] Param( [parameter(Mandatory = $true)] [object] $S3Uri ) Process { $obj = [SageMakerModelQualityJobDefinitionMonitoringGroundTruthS3Input]::new($PSBoundParameters) Write-Debug "$($MyInvocation.MyCommand) PSBoundParameters:`n$($PSBoundParameters | ConvertTo-Json -Depth 20 | Format-Json)" Write-Verbose "Resulting object from $($MyInvocation.MyCommand): `n$($obj.ToJson() | Format-Json)" $obj } } Export-ModuleMember -Function 'Add-VSSageMakerModelQualityJobDefinitionMonitoringGroundTruthS3Input' function Add-VSSageMakerModelQualityJobDefinitionMonitoringOutput { <# .SYNOPSIS Adds an AWS::SageMaker::ModelQualityJobDefinition.MonitoringOutput resource property to the template. .DESCRIPTION Adds an AWS::SageMaker::ModelQualityJobDefinition.MonitoringOutput resource property to the template. .LINK http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-monitoringoutput.html .PARAMETER S3Output Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-monitoringoutput.html#cfn-sagemaker-modelqualityjobdefinition-monitoringoutput-s3output UpdateType: Immutable Type: S3Output .FUNCTIONALITY Vaporshell #> [OutputType([SageMakerModelQualityJobDefinitionMonitoringOutput])] [cmdletbinding()] Param( [parameter(Mandatory = $true)] $S3Output ) Process { $obj = [SageMakerModelQualityJobDefinitionMonitoringOutput]::new($PSBoundParameters) Write-Debug "$($MyInvocation.MyCommand) PSBoundParameters:`n$($PSBoundParameters | ConvertTo-Json -Depth 20 | Format-Json)" Write-Verbose "Resulting object from $($MyInvocation.MyCommand): `n$($obj.ToJson() | Format-Json)" $obj } } Export-ModuleMember -Function 'Add-VSSageMakerModelQualityJobDefinitionMonitoringOutput' function Add-VSSageMakerModelQualityJobDefinitionMonitoringOutputConfig { <# .SYNOPSIS Adds an AWS::SageMaker::ModelQualityJobDefinition.MonitoringOutputConfig resource property to the template. .DESCRIPTION Adds an AWS::SageMaker::ModelQualityJobDefinition.MonitoringOutputConfig resource property to the template. .LINK http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-monitoringoutputconfig.html .PARAMETER KmsKeyId Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-monitoringoutputconfig.html#cfn-sagemaker-modelqualityjobdefinition-monitoringoutputconfig-kmskeyid UpdateType: Immutable PrimitiveType: String .PARAMETER MonitoringOutputs Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-monitoringoutputconfig.html#cfn-sagemaker-modelqualityjobdefinition-monitoringoutputconfig-monitoringoutputs UpdateType: Immutable Type: List ItemType: MonitoringOutput .FUNCTIONALITY Vaporshell #> [OutputType([SageMakerModelQualityJobDefinitionMonitoringOutputConfig])] [cmdletbinding()] Param( [parameter(Mandatory = $false)] [object] $KmsKeyId, [parameter(Mandatory = $true)] [object] $MonitoringOutputs ) Process { $obj = [SageMakerModelQualityJobDefinitionMonitoringOutputConfig]::new($PSBoundParameters) Write-Debug "$($MyInvocation.MyCommand) PSBoundParameters:`n$($PSBoundParameters | ConvertTo-Json -Depth 20 | Format-Json)" Write-Verbose "Resulting object from $($MyInvocation.MyCommand): `n$($obj.ToJson() | Format-Json)" $obj } } Export-ModuleMember -Function 'Add-VSSageMakerModelQualityJobDefinitionMonitoringOutputConfig' function Add-VSSageMakerModelQualityJobDefinitionMonitoringResources { <# .SYNOPSIS Adds an AWS::SageMaker::ModelQualityJobDefinition.MonitoringResources resource property to the template. .DESCRIPTION Adds an AWS::SageMaker::ModelQualityJobDefinition.MonitoringResources resource property to the template. .LINK http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-monitoringresources.html .PARAMETER ClusterConfig Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-monitoringresources.html#cfn-sagemaker-modelqualityjobdefinition-monitoringresources-clusterconfig UpdateType: Immutable Type: ClusterConfig .FUNCTIONALITY Vaporshell #> [OutputType([SageMakerModelQualityJobDefinitionMonitoringResources])] [cmdletbinding()] Param( [parameter(Mandatory = $true)] $ClusterConfig ) Process { $obj = [SageMakerModelQualityJobDefinitionMonitoringResources]::new($PSBoundParameters) Write-Debug "$($MyInvocation.MyCommand) PSBoundParameters:`n$($PSBoundParameters | ConvertTo-Json -Depth 20 | Format-Json)" Write-Verbose "Resulting object from $($MyInvocation.MyCommand): `n$($obj.ToJson() | Format-Json)" $obj } } Export-ModuleMember -Function 'Add-VSSageMakerModelQualityJobDefinitionMonitoringResources' function Add-VSSageMakerModelQualityJobDefinitionNetworkConfig { <# .SYNOPSIS Adds an AWS::SageMaker::ModelQualityJobDefinition.NetworkConfig resource property to the template. .DESCRIPTION Adds an AWS::SageMaker::ModelQualityJobDefinition.NetworkConfig resource property to the template. .LINK http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-networkconfig.html .PARAMETER EnableInterContainerTrafficEncryption Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-networkconfig.html#cfn-sagemaker-modelqualityjobdefinition-networkconfig-enableintercontainertrafficencryption UpdateType: Immutable PrimitiveType: Boolean .PARAMETER EnableNetworkIsolation Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-networkconfig.html#cfn-sagemaker-modelqualityjobdefinition-networkconfig-enablenetworkisolation UpdateType: Immutable PrimitiveType: Boolean .PARAMETER VpcConfig Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-networkconfig.html#cfn-sagemaker-modelqualityjobdefinition-networkconfig-vpcconfig UpdateType: Immutable Type: VpcConfig .FUNCTIONALITY Vaporshell #> [OutputType([SageMakerModelQualityJobDefinitionNetworkConfig])] [cmdletbinding()] Param( [parameter(Mandatory = $false)] [object] $EnableInterContainerTrafficEncryption, [parameter(Mandatory = $false)] [object] $EnableNetworkIsolation, [parameter(Mandatory = $false)] $VpcConfig ) Process { $obj = [SageMakerModelQualityJobDefinitionNetworkConfig]::new($PSBoundParameters) Write-Debug "$($MyInvocation.MyCommand) PSBoundParameters:`n$($PSBoundParameters | ConvertTo-Json -Depth 20 | Format-Json)" Write-Verbose "Resulting object from $($MyInvocation.MyCommand): `n$($obj.ToJson() | Format-Json)" $obj } } Export-ModuleMember -Function 'Add-VSSageMakerModelQualityJobDefinitionNetworkConfig' function Add-VSSageMakerModelQualityJobDefinitionS3Output { <# .SYNOPSIS Adds an AWS::SageMaker::ModelQualityJobDefinition.S3Output resource property to the template. .DESCRIPTION Adds an AWS::SageMaker::ModelQualityJobDefinition.S3Output resource property to the template. .LINK http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-s3output.html .PARAMETER LocalPath Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-s3output.html#cfn-sagemaker-modelqualityjobdefinition-s3output-localpath UpdateType: Immutable PrimitiveType: String .PARAMETER S3UploadMode Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-s3output.html#cfn-sagemaker-modelqualityjobdefinition-s3output-s3uploadmode UpdateType: Immutable PrimitiveType: String .PARAMETER S3Uri Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-s3output.html#cfn-sagemaker-modelqualityjobdefinition-s3output-s3uri UpdateType: Immutable PrimitiveType: String .FUNCTIONALITY Vaporshell #> [OutputType([SageMakerModelQualityJobDefinitionS3Output])] [cmdletbinding()] Param( [parameter(Mandatory = $true)] [object] $LocalPath, [parameter(Mandatory = $false)] [object] $S3UploadMode, [parameter(Mandatory = $true)] [object] $S3Uri ) Process { $obj = [SageMakerModelQualityJobDefinitionS3Output]::new($PSBoundParameters) Write-Debug "$($MyInvocation.MyCommand) PSBoundParameters:`n$($PSBoundParameters | ConvertTo-Json -Depth 20 | Format-Json)" Write-Verbose "Resulting object from $($MyInvocation.MyCommand): `n$($obj.ToJson() | Format-Json)" $obj } } Export-ModuleMember -Function 'Add-VSSageMakerModelQualityJobDefinitionS3Output' function Add-VSSageMakerModelQualityJobDefinitionStoppingCondition { <# .SYNOPSIS Adds an AWS::SageMaker::ModelQualityJobDefinition.StoppingCondition resource property to the template. .DESCRIPTION Adds an AWS::SageMaker::ModelQualityJobDefinition.StoppingCondition resource property to the template. .LINK http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-stoppingcondition.html .PARAMETER MaxRuntimeInSeconds Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-stoppingcondition.html#cfn-sagemaker-modelqualityjobdefinition-stoppingcondition-maxruntimeinseconds UpdateType: Immutable PrimitiveType: Integer .FUNCTIONALITY Vaporshell #> [OutputType([SageMakerModelQualityJobDefinitionStoppingCondition])] [cmdletbinding()] Param( [parameter(Mandatory = $true)] [object] $MaxRuntimeInSeconds ) Process { $obj = [SageMakerModelQualityJobDefinitionStoppingCondition]::new($PSBoundParameters) Write-Debug "$($MyInvocation.MyCommand) PSBoundParameters:`n$($PSBoundParameters | ConvertTo-Json -Depth 20 | Format-Json)" Write-Verbose "Resulting object from $($MyInvocation.MyCommand): `n$($obj.ToJson() | Format-Json)" $obj } } Export-ModuleMember -Function 'Add-VSSageMakerModelQualityJobDefinitionStoppingCondition' function Add-VSSageMakerModelQualityJobDefinitionVpcConfig { <# .SYNOPSIS Adds an AWS::SageMaker::ModelQualityJobDefinition.VpcConfig resource property to the template. .DESCRIPTION Adds an AWS::SageMaker::ModelQualityJobDefinition.VpcConfig resource property to the template. .LINK http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-vpcconfig.html .PARAMETER SecurityGroupIds Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-vpcconfig.html#cfn-sagemaker-modelqualityjobdefinition-vpcconfig-securitygroupids UpdateType: Immutable Type: List PrimitiveItemType: String .PARAMETER Subnets Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-vpcconfig.html#cfn-sagemaker-modelqualityjobdefinition-vpcconfig-subnets UpdateType: Immutable Type: List PrimitiveItemType: String .FUNCTIONALITY Vaporshell #> [OutputType([SageMakerModelQualityJobDefinitionVpcConfig])] [cmdletbinding()] Param( [parameter(Mandatory = $true)] $SecurityGroupIds, [parameter(Mandatory = $true)] $Subnets ) Process { $obj = [SageMakerModelQualityJobDefinitionVpcConfig]::new($PSBoundParameters) Write-Debug "$($MyInvocation.MyCommand) PSBoundParameters:`n$($PSBoundParameters | ConvertTo-Json -Depth 20 | Format-Json)" Write-Verbose "Resulting object from $($MyInvocation.MyCommand): `n$($obj.ToJson() | Format-Json)" $obj } } Export-ModuleMember -Function 'Add-VSSageMakerModelQualityJobDefinitionVpcConfig' function Add-VSSageMakerModelVpcConfig { <# .SYNOPSIS Adds an AWS::SageMaker::Model.VpcConfig resource property to the template. Specifies a VPC that your training jobs and hosted models have access to. Control access to and from your training and model containers by configuring the VPC. For more information, see Protect Endpoints by Using an Amazon Virtual Private Cloud: https://docs.aws.amazon.com/sagemaker/latest/dg/host-vpc.html and Protect Training Jobs by Using an Amazon Virtual Private Cloud: https://docs.aws.amazon.com/sagemaker/latest/dg/train-vpc.html. .DESCRIPTION Adds an AWS::SageMaker::Model.VpcConfig resource property to the template. Specifies a VPC that your training jobs and hosted models have access to. Control access to and from your training and model containers by configuring the VPC. For more information, see Protect Endpoints by Using an Amazon Virtual Private Cloud: https://docs.aws.amazon.com/sagemaker/latest/dg/host-vpc.html and Protect Training Jobs by Using an Amazon Virtual Private Cloud: https://docs.aws.amazon.com/sagemaker/latest/dg/train-vpc.html. .LINK http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-model-vpcconfig.html .PARAMETER Subnets The ID of the subnets in the VPC to which you want to connect your training job or model. For information about the availability of specific instance types, see Supported Instance Types and Availability Zones: https://docs.aws.amazon.com/sagemaker/latest/dg/instance-types-az.html. PrimitiveItemType: String Type: List Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-model-vpcconfig.html#cfn-sagemaker-model-vpcconfig-subnets UpdateType: Immutable .PARAMETER SecurityGroupIds The VPC security group IDs, in the form sg-xxxxxxxx. Specify the security groups for the VPC that is specified in the Subnets field. PrimitiveItemType: String Type: List Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-model-vpcconfig.html#cfn-sagemaker-model-vpcconfig-securitygroupids UpdateType: Immutable .FUNCTIONALITY Vaporshell #> [OutputType([SageMakerModelVpcConfig])] [cmdletbinding()] Param( [parameter(Mandatory = $true)] $Subnets, [parameter(Mandatory = $true)] $SecurityGroupIds ) Process { $obj = [SageMakerModelVpcConfig]::new($PSBoundParameters) Write-Debug "$($MyInvocation.MyCommand) PSBoundParameters:`n$($PSBoundParameters | ConvertTo-Json -Depth 20 | Format-Json)" Write-Verbose "Resulting object from $($MyInvocation.MyCommand): `n$($obj.ToJson() | Format-Json)" $obj } } Export-ModuleMember -Function 'Add-VSSageMakerModelVpcConfig' function Add-VSSageMakerMonitoringScheduleBaselineConfig { <# .SYNOPSIS Adds an AWS::SageMaker::MonitoringSchedule.BaselineConfig resource property to the template. .DESCRIPTION Adds an AWS::SageMaker::MonitoringSchedule.BaselineConfig resource property to the template. .LINK http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-baselineconfig.html .PARAMETER ConstraintsResource Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-baselineconfig.html#cfn-sagemaker-monitoringschedule-baselineconfig-constraintsresource UpdateType: Mutable Type: ConstraintsResource .PARAMETER StatisticsResource Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-baselineconfig.html#cfn-sagemaker-monitoringschedule-baselineconfig-statisticsresource UpdateType: Mutable Type: StatisticsResource .FUNCTIONALITY Vaporshell #> [OutputType([SageMakerMonitoringScheduleBaselineConfig])] [cmdletbinding()] Param( [parameter(Mandatory = $false)] $ConstraintsResource, [parameter(Mandatory = $false)] $StatisticsResource ) Process { $obj = [SageMakerMonitoringScheduleBaselineConfig]::new($PSBoundParameters) Write-Debug "$($MyInvocation.MyCommand) PSBoundParameters:`n$($PSBoundParameters | ConvertTo-Json -Depth 20 | Format-Json)" Write-Verbose "Resulting object from $($MyInvocation.MyCommand): `n$($obj.ToJson() | Format-Json)" $obj } } Export-ModuleMember -Function 'Add-VSSageMakerMonitoringScheduleBaselineConfig' function Add-VSSageMakerMonitoringScheduleClusterConfig { <# .SYNOPSIS Adds an AWS::SageMaker::MonitoringSchedule.ClusterConfig resource property to the template. .DESCRIPTION Adds an AWS::SageMaker::MonitoringSchedule.ClusterConfig resource property to the template. .LINK http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-clusterconfig.html .PARAMETER InstanceCount Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-clusterconfig.html#cfn-sagemaker-monitoringschedule-clusterconfig-instancecount UpdateType: Mutable PrimitiveType: Integer .PARAMETER InstanceType Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-clusterconfig.html#cfn-sagemaker-monitoringschedule-clusterconfig-instancetype UpdateType: Mutable PrimitiveType: String .PARAMETER VolumeKmsKeyId Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-clusterconfig.html#cfn-sagemaker-monitoringschedule-clusterconfig-volumekmskeyid UpdateType: Mutable PrimitiveType: String .PARAMETER VolumeSizeInGB Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-clusterconfig.html#cfn-sagemaker-monitoringschedule-clusterconfig-volumesizeingb UpdateType: Mutable PrimitiveType: Integer .FUNCTIONALITY Vaporshell #> [OutputType([SageMakerMonitoringScheduleClusterConfig])] [cmdletbinding()] Param( [parameter(Mandatory = $true)] [object] $InstanceCount, [parameter(Mandatory = $true)] [object] $InstanceType, [parameter(Mandatory = $false)] [object] $VolumeKmsKeyId, [parameter(Mandatory = $true)] [object] $VolumeSizeInGB ) Process { $obj = [SageMakerMonitoringScheduleClusterConfig]::new($PSBoundParameters) Write-Debug "$($MyInvocation.MyCommand) PSBoundParameters:`n$($PSBoundParameters | ConvertTo-Json -Depth 20 | Format-Json)" Write-Verbose "Resulting object from $($MyInvocation.MyCommand): `n$($obj.ToJson() | Format-Json)" $obj } } Export-ModuleMember -Function 'Add-VSSageMakerMonitoringScheduleClusterConfig' function Add-VSSageMakerMonitoringScheduleConstraintsResource { <# .SYNOPSIS Adds an AWS::SageMaker::MonitoringSchedule.ConstraintsResource resource property to the template. .DESCRIPTION Adds an AWS::SageMaker::MonitoringSchedule.ConstraintsResource resource property to the template. .LINK http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-constraintsresource.html .PARAMETER S3Uri Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-constraintsresource.html#cfn-sagemaker-monitoringschedule-constraintsresource-s3uri UpdateType: Mutable PrimitiveType: String .FUNCTIONALITY Vaporshell #> [OutputType([SageMakerMonitoringScheduleConstraintsResource])] [cmdletbinding()] Param( [parameter(Mandatory = $false)] [object] $S3Uri ) Process { $obj = [SageMakerMonitoringScheduleConstraintsResource]::new($PSBoundParameters) Write-Debug "$($MyInvocation.MyCommand) PSBoundParameters:`n$($PSBoundParameters | ConvertTo-Json -Depth 20 | Format-Json)" Write-Verbose "Resulting object from $($MyInvocation.MyCommand): `n$($obj.ToJson() | Format-Json)" $obj } } Export-ModuleMember -Function 'Add-VSSageMakerMonitoringScheduleConstraintsResource' function Add-VSSageMakerMonitoringScheduleEndpointInput { <# .SYNOPSIS Adds an AWS::SageMaker::MonitoringSchedule.EndpointInput resource property to the template. .DESCRIPTION Adds an AWS::SageMaker::MonitoringSchedule.EndpointInput resource property to the template. .LINK http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-endpointinput.html .PARAMETER EndpointName Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-endpointinput.html#cfn-sagemaker-monitoringschedule-endpointinput-endpointname UpdateType: Mutable PrimitiveType: String .PARAMETER LocalPath Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-endpointinput.html#cfn-sagemaker-monitoringschedule-endpointinput-localpath UpdateType: Mutable PrimitiveType: String .PARAMETER S3DataDistributionType Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-endpointinput.html#cfn-sagemaker-monitoringschedule-endpointinput-s3datadistributiontype UpdateType: Mutable PrimitiveType: String .PARAMETER S3InputMode Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-endpointinput.html#cfn-sagemaker-monitoringschedule-endpointinput-s3inputmode UpdateType: Mutable PrimitiveType: String .FUNCTIONALITY Vaporshell #> [OutputType([SageMakerMonitoringScheduleEndpointInput])] [cmdletbinding()] Param( [parameter(Mandatory = $true)] [object] $EndpointName, [parameter(Mandatory = $true)] [object] $LocalPath, [parameter(Mandatory = $false)] [object] $S3DataDistributionType, [parameter(Mandatory = $false)] [object] $S3InputMode ) Process { $obj = [SageMakerMonitoringScheduleEndpointInput]::new($PSBoundParameters) Write-Debug "$($MyInvocation.MyCommand) PSBoundParameters:`n$($PSBoundParameters | ConvertTo-Json -Depth 20 | Format-Json)" Write-Verbose "Resulting object from $($MyInvocation.MyCommand): `n$($obj.ToJson() | Format-Json)" $obj } } Export-ModuleMember -Function 'Add-VSSageMakerMonitoringScheduleEndpointInput' function Add-VSSageMakerMonitoringScheduleEnvironment { <# .SYNOPSIS Adds an AWS::SageMaker::MonitoringSchedule.Environment resource property to the template. .DESCRIPTION Adds an AWS::SageMaker::MonitoringSchedule.Environment resource property to the template. .LINK http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-environment.html .FUNCTIONALITY Vaporshell #> [OutputType([SageMakerMonitoringScheduleEnvironment])] [cmdletbinding()] Param( ) Process { $obj = [SageMakerMonitoringScheduleEnvironment]::new($PSBoundParameters) Write-Debug "$($MyInvocation.MyCommand) PSBoundParameters:`n$($PSBoundParameters | ConvertTo-Json -Depth 20 | Format-Json)" Write-Verbose "Resulting object from $($MyInvocation.MyCommand): `n$($obj.ToJson() | Format-Json)" $obj } } Export-ModuleMember -Function 'Add-VSSageMakerMonitoringScheduleEnvironment' function Add-VSSageMakerMonitoringScheduleMonitoringAppSpecification { <# .SYNOPSIS Adds an AWS::SageMaker::MonitoringSchedule.MonitoringAppSpecification resource property to the template. .DESCRIPTION Adds an AWS::SageMaker::MonitoringSchedule.MonitoringAppSpecification resource property to the template. .LINK http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-monitoringappspecification.html .PARAMETER ContainerArguments Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-monitoringappspecification.html#cfn-sagemaker-monitoringschedule-monitoringappspecification-containerarguments UpdateType: Mutable Type: List PrimitiveItemType: String .PARAMETER ContainerEntrypoint Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-monitoringappspecification.html#cfn-sagemaker-monitoringschedule-monitoringappspecification-containerentrypoint UpdateType: Mutable Type: List PrimitiveItemType: String .PARAMETER ImageUri Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-monitoringappspecification.html#cfn-sagemaker-monitoringschedule-monitoringappspecification-imageuri UpdateType: Mutable PrimitiveType: String .PARAMETER PostAnalyticsProcessorSourceUri Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-monitoringappspecification.html#cfn-sagemaker-monitoringschedule-monitoringappspecification-postanalyticsprocessorsourceuri UpdateType: Mutable PrimitiveType: String .PARAMETER RecordPreprocessorSourceUri Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-monitoringappspecification.html#cfn-sagemaker-monitoringschedule-monitoringappspecification-recordpreprocessorsourceuri UpdateType: Mutable PrimitiveType: String .FUNCTIONALITY Vaporshell #> [OutputType([SageMakerMonitoringScheduleMonitoringAppSpecification])] [cmdletbinding()] Param( [parameter(Mandatory = $false)] $ContainerArguments, [parameter(Mandatory = $false)] $ContainerEntrypoint, [parameter(Mandatory = $true)] [object] $ImageUri, [parameter(Mandatory = $false)] [object] $PostAnalyticsProcessorSourceUri, [parameter(Mandatory = $false)] [object] $RecordPreprocessorSourceUri ) Process { $obj = [SageMakerMonitoringScheduleMonitoringAppSpecification]::new($PSBoundParameters) Write-Debug "$($MyInvocation.MyCommand) PSBoundParameters:`n$($PSBoundParameters | ConvertTo-Json -Depth 20 | Format-Json)" Write-Verbose "Resulting object from $($MyInvocation.MyCommand): `n$($obj.ToJson() | Format-Json)" $obj } } Export-ModuleMember -Function 'Add-VSSageMakerMonitoringScheduleMonitoringAppSpecification' function Add-VSSageMakerMonitoringScheduleMonitoringExecutionSummary { <# .SYNOPSIS Adds an AWS::SageMaker::MonitoringSchedule.MonitoringExecutionSummary resource property to the template. .DESCRIPTION Adds an AWS::SageMaker::MonitoringSchedule.MonitoringExecutionSummary resource property to the template. .LINK http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-monitoringexecutionsummary.html .PARAMETER CreationTime Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-monitoringexecutionsummary.html#cfn-sagemaker-monitoringschedule-monitoringexecutionsummary-creationtime UpdateType: Mutable PrimitiveType: String .PARAMETER EndpointName Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-monitoringexecutionsummary.html#cfn-sagemaker-monitoringschedule-monitoringexecutionsummary-endpointname UpdateType: Mutable PrimitiveType: String .PARAMETER FailureReason Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-monitoringexecutionsummary.html#cfn-sagemaker-monitoringschedule-monitoringexecutionsummary-failurereason UpdateType: Mutable PrimitiveType: String .PARAMETER LastModifiedTime Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-monitoringexecutionsummary.html#cfn-sagemaker-monitoringschedule-monitoringexecutionsummary-lastmodifiedtime UpdateType: Mutable PrimitiveType: String .PARAMETER MonitoringExecutionStatus Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-monitoringexecutionsummary.html#cfn-sagemaker-monitoringschedule-monitoringexecutionsummary-monitoringexecutionstatus UpdateType: Mutable PrimitiveType: String .PARAMETER MonitoringScheduleName Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-monitoringexecutionsummary.html#cfn-sagemaker-monitoringschedule-monitoringexecutionsummary-monitoringschedulename UpdateType: Mutable PrimitiveType: String .PARAMETER ProcessingJobArn Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-monitoringexecutionsummary.html#cfn-sagemaker-monitoringschedule-monitoringexecutionsummary-processingjobarn UpdateType: Mutable PrimitiveType: String .PARAMETER ScheduledTime Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-monitoringexecutionsummary.html#cfn-sagemaker-monitoringschedule-monitoringexecutionsummary-scheduledtime UpdateType: Mutable PrimitiveType: String .FUNCTIONALITY Vaporshell #> [OutputType([SageMakerMonitoringScheduleMonitoringExecutionSummary])] [cmdletbinding()] Param( [parameter(Mandatory = $true)] [object] $CreationTime, [parameter(Mandatory = $false)] [object] $EndpointName, [parameter(Mandatory = $false)] [object] $FailureReason, [parameter(Mandatory = $true)] [object] $LastModifiedTime, [parameter(Mandatory = $true)] [object] $MonitoringExecutionStatus, [parameter(Mandatory = $true)] [object] $MonitoringScheduleName, [parameter(Mandatory = $false)] [object] $ProcessingJobArn, [parameter(Mandatory = $true)] [object] $ScheduledTime ) Process { $obj = [SageMakerMonitoringScheduleMonitoringExecutionSummary]::new($PSBoundParameters) Write-Debug "$($MyInvocation.MyCommand) PSBoundParameters:`n$($PSBoundParameters | ConvertTo-Json -Depth 20 | Format-Json)" Write-Verbose "Resulting object from $($MyInvocation.MyCommand): `n$($obj.ToJson() | Format-Json)" $obj } } Export-ModuleMember -Function 'Add-VSSageMakerMonitoringScheduleMonitoringExecutionSummary' function Add-VSSageMakerMonitoringScheduleMonitoringInput { <# .SYNOPSIS Adds an AWS::SageMaker::MonitoringSchedule.MonitoringInput resource property to the template. .DESCRIPTION Adds an AWS::SageMaker::MonitoringSchedule.MonitoringInput resource property to the template. .LINK http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-monitoringinput.html .PARAMETER EndpointInput Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-monitoringinput.html#cfn-sagemaker-monitoringschedule-monitoringinput-endpointinput UpdateType: Mutable Type: EndpointInput .FUNCTIONALITY Vaporshell #> [OutputType([SageMakerMonitoringScheduleMonitoringInput])] [cmdletbinding()] Param( [parameter(Mandatory = $true)] $EndpointInput ) Process { $obj = [SageMakerMonitoringScheduleMonitoringInput]::new($PSBoundParameters) Write-Debug "$($MyInvocation.MyCommand) PSBoundParameters:`n$($PSBoundParameters | ConvertTo-Json -Depth 20 | Format-Json)" Write-Verbose "Resulting object from $($MyInvocation.MyCommand): `n$($obj.ToJson() | Format-Json)" $obj } } Export-ModuleMember -Function 'Add-VSSageMakerMonitoringScheduleMonitoringInput' function Add-VSSageMakerMonitoringScheduleMonitoringInputs { <# .SYNOPSIS Adds an AWS::SageMaker::MonitoringSchedule.MonitoringInputs resource property to the template. .DESCRIPTION Adds an AWS::SageMaker::MonitoringSchedule.MonitoringInputs resource property to the template. .LINK http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-monitoringinputs.html .PARAMETER MonitoringInputs Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-monitoringinputs.html#cfn-sagemaker-monitoringschedule-monitoringinputs-monitoringinputs UpdateType: Mutable Type: List ItemType: MonitoringInput .FUNCTIONALITY Vaporshell #> [OutputType([SageMakerMonitoringScheduleMonitoringInputs])] [cmdletbinding()] Param( [parameter(Mandatory = $false)] [object] $MonitoringInputs ) Process { $obj = [SageMakerMonitoringScheduleMonitoringInputs]::new($PSBoundParameters) Write-Debug "$($MyInvocation.MyCommand) PSBoundParameters:`n$($PSBoundParameters | ConvertTo-Json -Depth 20 | Format-Json)" Write-Verbose "Resulting object from $($MyInvocation.MyCommand): `n$($obj.ToJson() | Format-Json)" $obj } } Export-ModuleMember -Function 'Add-VSSageMakerMonitoringScheduleMonitoringInputs' function Add-VSSageMakerMonitoringScheduleMonitoringJobDefinition { <# .SYNOPSIS Adds an AWS::SageMaker::MonitoringSchedule.MonitoringJobDefinition resource property to the template. .DESCRIPTION Adds an AWS::SageMaker::MonitoringSchedule.MonitoringJobDefinition resource property to the template. .LINK http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-monitoringjobdefinition.html .PARAMETER BaselineConfig Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-monitoringjobdefinition.html#cfn-sagemaker-monitoringschedule-monitoringjobdefinition-baselineconfig UpdateType: Mutable Type: BaselineConfig .PARAMETER Environment Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-monitoringjobdefinition.html#cfn-sagemaker-monitoringschedule-monitoringjobdefinition-environment UpdateType: Mutable Type: Environment .PARAMETER MonitoringAppSpecification Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-monitoringjobdefinition.html#cfn-sagemaker-monitoringschedule-monitoringjobdefinition-monitoringappspecification UpdateType: Mutable Type: MonitoringAppSpecification .PARAMETER MonitoringInputs Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-monitoringjobdefinition.html#cfn-sagemaker-monitoringschedule-monitoringjobdefinition-monitoringinputs UpdateType: Mutable Type: MonitoringInputs .PARAMETER MonitoringOutputConfig Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-monitoringjobdefinition.html#cfn-sagemaker-monitoringschedule-monitoringjobdefinition-monitoringoutputconfig UpdateType: Mutable Type: MonitoringOutputConfig .PARAMETER MonitoringResources Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-monitoringjobdefinition.html#cfn-sagemaker-monitoringschedule-monitoringjobdefinition-monitoringresources UpdateType: Mutable Type: MonitoringResources .PARAMETER NetworkConfig Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-monitoringjobdefinition.html#cfn-sagemaker-monitoringschedule-monitoringjobdefinition-networkconfig UpdateType: Mutable Type: NetworkConfig .PARAMETER RoleArn Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-monitoringjobdefinition.html#cfn-sagemaker-monitoringschedule-monitoringjobdefinition-rolearn UpdateType: Mutable PrimitiveType: String .PARAMETER StoppingCondition Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-monitoringjobdefinition.html#cfn-sagemaker-monitoringschedule-monitoringjobdefinition-stoppingcondition UpdateType: Mutable Type: StoppingCondition .FUNCTIONALITY Vaporshell #> [OutputType([SageMakerMonitoringScheduleMonitoringJobDefinition])] [cmdletbinding()] Param( [parameter(Mandatory = $false)] $BaselineConfig, [parameter(Mandatory = $false)] $Environment, [parameter(Mandatory = $true)] $MonitoringAppSpecification, [parameter(Mandatory = $true)] $MonitoringInputs, [parameter(Mandatory = $true)] $MonitoringOutputConfig, [parameter(Mandatory = $true)] $MonitoringResources, [parameter(Mandatory = $false)] $NetworkConfig, [parameter(Mandatory = $true)] [object] $RoleArn, [parameter(Mandatory = $false)] $StoppingCondition ) Process { $obj = [SageMakerMonitoringScheduleMonitoringJobDefinition]::new($PSBoundParameters) Write-Debug "$($MyInvocation.MyCommand) PSBoundParameters:`n$($PSBoundParameters | ConvertTo-Json -Depth 20 | Format-Json)" Write-Verbose "Resulting object from $($MyInvocation.MyCommand): `n$($obj.ToJson() | Format-Json)" $obj } } Export-ModuleMember -Function 'Add-VSSageMakerMonitoringScheduleMonitoringJobDefinition' function Add-VSSageMakerMonitoringScheduleMonitoringOutput { <# .SYNOPSIS Adds an AWS::SageMaker::MonitoringSchedule.MonitoringOutput resource property to the template. .DESCRIPTION Adds an AWS::SageMaker::MonitoringSchedule.MonitoringOutput resource property to the template. .LINK http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-monitoringoutput.html .PARAMETER S3Output Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-monitoringoutput.html#cfn-sagemaker-monitoringschedule-monitoringoutput-s3output UpdateType: Mutable Type: S3Output .FUNCTIONALITY Vaporshell #> [OutputType([SageMakerMonitoringScheduleMonitoringOutput])] [cmdletbinding()] Param( [parameter(Mandatory = $true)] $S3Output ) Process { $obj = [SageMakerMonitoringScheduleMonitoringOutput]::new($PSBoundParameters) Write-Debug "$($MyInvocation.MyCommand) PSBoundParameters:`n$($PSBoundParameters | ConvertTo-Json -Depth 20 | Format-Json)" Write-Verbose "Resulting object from $($MyInvocation.MyCommand): `n$($obj.ToJson() | Format-Json)" $obj } } Export-ModuleMember -Function 'Add-VSSageMakerMonitoringScheduleMonitoringOutput' function Add-VSSageMakerMonitoringScheduleMonitoringOutputConfig { <# .SYNOPSIS Adds an AWS::SageMaker::MonitoringSchedule.MonitoringOutputConfig resource property to the template. .DESCRIPTION Adds an AWS::SageMaker::MonitoringSchedule.MonitoringOutputConfig resource property to the template. .LINK http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-monitoringoutputconfig.html .PARAMETER KmsKeyId Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-monitoringoutputconfig.html#cfn-sagemaker-monitoringschedule-monitoringoutputconfig-kmskeyid UpdateType: Mutable PrimitiveType: String .PARAMETER MonitoringOutputs Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-monitoringoutputconfig.html#cfn-sagemaker-monitoringschedule-monitoringoutputconfig-monitoringoutputs UpdateType: Mutable Type: List ItemType: MonitoringOutput .FUNCTIONALITY Vaporshell #> [OutputType([SageMakerMonitoringScheduleMonitoringOutputConfig])] [cmdletbinding()] Param( [parameter(Mandatory = $false)] [object] $KmsKeyId, [parameter(Mandatory = $true)] [object] $MonitoringOutputs ) Process { $obj = [SageMakerMonitoringScheduleMonitoringOutputConfig]::new($PSBoundParameters) Write-Debug "$($MyInvocation.MyCommand) PSBoundParameters:`n$($PSBoundParameters | ConvertTo-Json -Depth 20 | Format-Json)" Write-Verbose "Resulting object from $($MyInvocation.MyCommand): `n$($obj.ToJson() | Format-Json)" $obj } } Export-ModuleMember -Function 'Add-VSSageMakerMonitoringScheduleMonitoringOutputConfig' function Add-VSSageMakerMonitoringScheduleMonitoringResources { <# .SYNOPSIS Adds an AWS::SageMaker::MonitoringSchedule.MonitoringResources resource property to the template. .DESCRIPTION Adds an AWS::SageMaker::MonitoringSchedule.MonitoringResources resource property to the template. .LINK http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-monitoringresources.html .PARAMETER ClusterConfig Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-monitoringresources.html#cfn-sagemaker-monitoringschedule-monitoringresources-clusterconfig UpdateType: Mutable Type: ClusterConfig .FUNCTIONALITY Vaporshell #> [OutputType([SageMakerMonitoringScheduleMonitoringResources])] [cmdletbinding()] Param( [parameter(Mandatory = $true)] $ClusterConfig ) Process { $obj = [SageMakerMonitoringScheduleMonitoringResources]::new($PSBoundParameters) Write-Debug "$($MyInvocation.MyCommand) PSBoundParameters:`n$($PSBoundParameters | ConvertTo-Json -Depth 20 | Format-Json)" Write-Verbose "Resulting object from $($MyInvocation.MyCommand): `n$($obj.ToJson() | Format-Json)" $obj } } Export-ModuleMember -Function 'Add-VSSageMakerMonitoringScheduleMonitoringResources' function Add-VSSageMakerMonitoringScheduleMonitoringScheduleConfig { <# .SYNOPSIS Adds an AWS::SageMaker::MonitoringSchedule.MonitoringScheduleConfig resource property to the template. .DESCRIPTION Adds an AWS::SageMaker::MonitoringSchedule.MonitoringScheduleConfig resource property to the template. .LINK http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-monitoringscheduleconfig.html .PARAMETER MonitoringJobDefinition Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-monitoringscheduleconfig.html#cfn-sagemaker-monitoringschedule-monitoringscheduleconfig-monitoringjobdefinition UpdateType: Mutable Type: MonitoringJobDefinition .PARAMETER MonitoringJobDefinitionName Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-monitoringscheduleconfig.html#cfn-sagemaker-monitoringschedule-monitoringscheduleconfig-monitoringjobdefinitionname UpdateType: Mutable PrimitiveType: String .PARAMETER MonitoringType Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-monitoringscheduleconfig.html#cfn-sagemaker-monitoringschedule-monitoringscheduleconfig-monitoringtype UpdateType: Mutable PrimitiveType: String .PARAMETER ScheduleConfig Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-monitoringscheduleconfig.html#cfn-sagemaker-monitoringschedule-monitoringscheduleconfig-scheduleconfig UpdateType: Mutable Type: ScheduleConfig .FUNCTIONALITY Vaporshell #> [OutputType([SageMakerMonitoringScheduleMonitoringScheduleConfig])] [cmdletbinding()] Param( [parameter(Mandatory = $false)] $MonitoringJobDefinition, [parameter(Mandatory = $false)] [object] $MonitoringJobDefinitionName, [parameter(Mandatory = $false)] [object] $MonitoringType, [parameter(Mandatory = $false)] $ScheduleConfig ) Process { $obj = [SageMakerMonitoringScheduleMonitoringScheduleConfig]::new($PSBoundParameters) Write-Debug "$($MyInvocation.MyCommand) PSBoundParameters:`n$($PSBoundParameters | ConvertTo-Json -Depth 20 | Format-Json)" Write-Verbose "Resulting object from $($MyInvocation.MyCommand): `n$($obj.ToJson() | Format-Json)" $obj } } Export-ModuleMember -Function 'Add-VSSageMakerMonitoringScheduleMonitoringScheduleConfig' function Add-VSSageMakerMonitoringScheduleNetworkConfig { <# .SYNOPSIS Adds an AWS::SageMaker::MonitoringSchedule.NetworkConfig resource property to the template. .DESCRIPTION Adds an AWS::SageMaker::MonitoringSchedule.NetworkConfig resource property to the template. .LINK http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-networkconfig.html .PARAMETER EnableInterContainerTrafficEncryption Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-networkconfig.html#cfn-sagemaker-monitoringschedule-networkconfig-enableintercontainertrafficencryption UpdateType: Mutable PrimitiveType: Boolean .PARAMETER EnableNetworkIsolation Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-networkconfig.html#cfn-sagemaker-monitoringschedule-networkconfig-enablenetworkisolation UpdateType: Mutable PrimitiveType: Boolean .PARAMETER VpcConfig Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-networkconfig.html#cfn-sagemaker-monitoringschedule-networkconfig-vpcconfig UpdateType: Mutable Type: VpcConfig .FUNCTIONALITY Vaporshell #> [OutputType([SageMakerMonitoringScheduleNetworkConfig])] [cmdletbinding()] Param( [parameter(Mandatory = $false)] [object] $EnableInterContainerTrafficEncryption, [parameter(Mandatory = $false)] [object] $EnableNetworkIsolation, [parameter(Mandatory = $false)] $VpcConfig ) Process { $obj = [SageMakerMonitoringScheduleNetworkConfig]::new($PSBoundParameters) Write-Debug "$($MyInvocation.MyCommand) PSBoundParameters:`n$($PSBoundParameters | ConvertTo-Json -Depth 20 | Format-Json)" Write-Verbose "Resulting object from $($MyInvocation.MyCommand): `n$($obj.ToJson() | Format-Json)" $obj } } Export-ModuleMember -Function 'Add-VSSageMakerMonitoringScheduleNetworkConfig' function Add-VSSageMakerMonitoringScheduleS3Output { <# .SYNOPSIS Adds an AWS::SageMaker::MonitoringSchedule.S3Output resource property to the template. .DESCRIPTION Adds an AWS::SageMaker::MonitoringSchedule.S3Output resource property to the template. .LINK http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-s3output.html .PARAMETER LocalPath Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-s3output.html#cfn-sagemaker-monitoringschedule-s3output-localpath UpdateType: Mutable PrimitiveType: String .PARAMETER S3UploadMode Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-s3output.html#cfn-sagemaker-monitoringschedule-s3output-s3uploadmode UpdateType: Mutable PrimitiveType: String .PARAMETER S3Uri Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-s3output.html#cfn-sagemaker-monitoringschedule-s3output-s3uri UpdateType: Mutable PrimitiveType: String .FUNCTIONALITY Vaporshell #> [OutputType([SageMakerMonitoringScheduleS3Output])] [cmdletbinding()] Param( [parameter(Mandatory = $true)] [object] $LocalPath, [parameter(Mandatory = $false)] [object] $S3UploadMode, [parameter(Mandatory = $true)] [object] $S3Uri ) Process { $obj = [SageMakerMonitoringScheduleS3Output]::new($PSBoundParameters) Write-Debug "$($MyInvocation.MyCommand) PSBoundParameters:`n$($PSBoundParameters | ConvertTo-Json -Depth 20 | Format-Json)" Write-Verbose "Resulting object from $($MyInvocation.MyCommand): `n$($obj.ToJson() | Format-Json)" $obj } } Export-ModuleMember -Function 'Add-VSSageMakerMonitoringScheduleS3Output' function Add-VSSageMakerMonitoringScheduleScheduleConfig { <# .SYNOPSIS Adds an AWS::SageMaker::MonitoringSchedule.ScheduleConfig resource property to the template. .DESCRIPTION Adds an AWS::SageMaker::MonitoringSchedule.ScheduleConfig resource property to the template. .LINK http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-scheduleconfig.html .PARAMETER ScheduleExpression Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-scheduleconfig.html#cfn-sagemaker-monitoringschedule-scheduleconfig-scheduleexpression UpdateType: Mutable PrimitiveType: String .FUNCTIONALITY Vaporshell #> [OutputType([SageMakerMonitoringScheduleScheduleConfig])] [cmdletbinding()] Param( [parameter(Mandatory = $true)] [object] $ScheduleExpression ) Process { $obj = [SageMakerMonitoringScheduleScheduleConfig]::new($PSBoundParameters) Write-Debug "$($MyInvocation.MyCommand) PSBoundParameters:`n$($PSBoundParameters | ConvertTo-Json -Depth 20 | Format-Json)" Write-Verbose "Resulting object from $($MyInvocation.MyCommand): `n$($obj.ToJson() | Format-Json)" $obj } } Export-ModuleMember -Function 'Add-VSSageMakerMonitoringScheduleScheduleConfig' function Add-VSSageMakerMonitoringScheduleStatisticsResource { <# .SYNOPSIS Adds an AWS::SageMaker::MonitoringSchedule.StatisticsResource resource property to the template. .DESCRIPTION Adds an AWS::SageMaker::MonitoringSchedule.StatisticsResource resource property to the template. .LINK http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-statisticsresource.html .PARAMETER S3Uri Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-statisticsresource.html#cfn-sagemaker-monitoringschedule-statisticsresource-s3uri UpdateType: Mutable PrimitiveType: String .FUNCTIONALITY Vaporshell #> [OutputType([SageMakerMonitoringScheduleStatisticsResource])] [cmdletbinding()] Param( [parameter(Mandatory = $false)] [object] $S3Uri ) Process { $obj = [SageMakerMonitoringScheduleStatisticsResource]::new($PSBoundParameters) Write-Debug "$($MyInvocation.MyCommand) PSBoundParameters:`n$($PSBoundParameters | ConvertTo-Json -Depth 20 | Format-Json)" Write-Verbose "Resulting object from $($MyInvocation.MyCommand): `n$($obj.ToJson() | Format-Json)" $obj } } Export-ModuleMember -Function 'Add-VSSageMakerMonitoringScheduleStatisticsResource' function Add-VSSageMakerMonitoringScheduleStoppingCondition { <# .SYNOPSIS Adds an AWS::SageMaker::MonitoringSchedule.StoppingCondition resource property to the template. .DESCRIPTION Adds an AWS::SageMaker::MonitoringSchedule.StoppingCondition resource property to the template. .LINK http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-stoppingcondition.html .PARAMETER MaxRuntimeInSeconds Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-stoppingcondition.html#cfn-sagemaker-monitoringschedule-stoppingcondition-maxruntimeinseconds UpdateType: Mutable PrimitiveType: Integer .FUNCTIONALITY Vaporshell #> [OutputType([SageMakerMonitoringScheduleStoppingCondition])] [cmdletbinding()] Param( [parameter(Mandatory = $true)] [object] $MaxRuntimeInSeconds ) Process { $obj = [SageMakerMonitoringScheduleStoppingCondition]::new($PSBoundParameters) Write-Debug "$($MyInvocation.MyCommand) PSBoundParameters:`n$($PSBoundParameters | ConvertTo-Json -Depth 20 | Format-Json)" Write-Verbose "Resulting object from $($MyInvocation.MyCommand): `n$($obj.ToJson() | Format-Json)" $obj } } Export-ModuleMember -Function 'Add-VSSageMakerMonitoringScheduleStoppingCondition' function Add-VSSageMakerMonitoringScheduleVpcConfig { <# .SYNOPSIS Adds an AWS::SageMaker::MonitoringSchedule.VpcConfig resource property to the template. .DESCRIPTION Adds an AWS::SageMaker::MonitoringSchedule.VpcConfig resource property to the template. .LINK http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-vpcconfig.html .PARAMETER SecurityGroupIds Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-vpcconfig.html#cfn-sagemaker-monitoringschedule-vpcconfig-securitygroupids UpdateType: Mutable Type: List PrimitiveItemType: String .PARAMETER Subnets Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-vpcconfig.html#cfn-sagemaker-monitoringschedule-vpcconfig-subnets UpdateType: Mutable Type: List PrimitiveItemType: String .FUNCTIONALITY Vaporshell #> [OutputType([SageMakerMonitoringScheduleVpcConfig])] [cmdletbinding()] Param( [parameter(Mandatory = $true)] $SecurityGroupIds, [parameter(Mandatory = $true)] $Subnets ) Process { $obj = [SageMakerMonitoringScheduleVpcConfig]::new($PSBoundParameters) Write-Debug "$($MyInvocation.MyCommand) PSBoundParameters:`n$($PSBoundParameters | ConvertTo-Json -Depth 20 | Format-Json)" Write-Verbose "Resulting object from $($MyInvocation.MyCommand): `n$($obj.ToJson() | Format-Json)" $obj } } Export-ModuleMember -Function 'Add-VSSageMakerMonitoringScheduleVpcConfig' function Add-VSSageMakerNotebookInstanceLifecycleConfigNotebookInstanceLifecycleHook { <# .SYNOPSIS Adds an AWS::SageMaker::NotebookInstanceLifecycleConfig.NotebookInstanceLifecycleHook resource property to the template. Specifies the notebook instance lifecycle configuration script. Each lifecycle configuration script has a limit of 16384 characters. .DESCRIPTION Adds an AWS::SageMaker::NotebookInstanceLifecycleConfig.NotebookInstanceLifecycleHook resource property to the template. Specifies the notebook instance lifecycle configuration script. Each lifecycle configuration script has a limit of 16384 characters. .LINK http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-notebookinstancelifecycleconfig-notebookinstancelifecyclehook.html .PARAMETER Content A base64-encoded string that contains a shell script for a notebook instance lifecycle configuration. Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-notebookinstancelifecycleconfig-notebookinstancelifecyclehook.html#cfn-sagemaker-notebookinstancelifecycleconfig-notebookinstancelifecyclehook-content PrimitiveType: String UpdateType: Mutable .FUNCTIONALITY Vaporshell #> [OutputType([SageMakerNotebookInstanceLifecycleConfigNotebookInstanceLifecycleHook])] [cmdletbinding()] Param( [parameter(Mandatory = $false)] [object] $Content ) Process { $obj = [SageMakerNotebookInstanceLifecycleConfigNotebookInstanceLifecycleHook]::new($PSBoundParameters) Write-Debug "$($MyInvocation.MyCommand) PSBoundParameters:`n$($PSBoundParameters | ConvertTo-Json -Depth 20 | Format-Json)" Write-Verbose "Resulting object from $($MyInvocation.MyCommand): `n$($obj.ToJson() | Format-Json)" $obj } } Export-ModuleMember -Function 'Add-VSSageMakerNotebookInstanceLifecycleConfigNotebookInstanceLifecycleHook' function Add-VSSageMakerWorkteamCognitoMemberDefinition { <# .SYNOPSIS Adds an AWS::SageMaker::Workteam.CognitoMemberDefinition resource property to the template. Identifies a Amazon Cognito user group. A user group can be used in on or more work teams. .DESCRIPTION Adds an AWS::SageMaker::Workteam.CognitoMemberDefinition resource property to the template. Identifies a Amazon Cognito user group. A user group can be used in on or more work teams. .LINK http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-workteam-cognitomemberdefinition.html .PARAMETER CognitoUserPool Not currently supported by AWS CloudFormation. Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-workteam-cognitomemberdefinition.html#cfn-sagemaker-workteam-cognitomemberdefinition-cognitouserpool PrimitiveType: String UpdateType: Immutable .PARAMETER CognitoClientId Not currently supported by AWS CloudFormation. Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-workteam-cognitomemberdefinition.html#cfn-sagemaker-workteam-cognitomemberdefinition-cognitoclientid PrimitiveType: String UpdateType: Mutable .PARAMETER CognitoUserGroup Not currently supported by AWS CloudFormation. Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-workteam-cognitomemberdefinition.html#cfn-sagemaker-workteam-cognitomemberdefinition-cognitousergroup PrimitiveType: String UpdateType: Mutable .FUNCTIONALITY Vaporshell #> [OutputType([SageMakerWorkteamCognitoMemberDefinition])] [cmdletbinding()] Param( [parameter(Mandatory = $true)] [object] $CognitoUserPool, [parameter(Mandatory = $true)] [object] $CognitoClientId, [parameter(Mandatory = $true)] [object] $CognitoUserGroup ) Process { $obj = [SageMakerWorkteamCognitoMemberDefinition]::new($PSBoundParameters) Write-Debug "$($MyInvocation.MyCommand) PSBoundParameters:`n$($PSBoundParameters | ConvertTo-Json -Depth 20 | Format-Json)" Write-Verbose "Resulting object from $($MyInvocation.MyCommand): `n$($obj.ToJson() | Format-Json)" $obj } } Export-ModuleMember -Function 'Add-VSSageMakerWorkteamCognitoMemberDefinition' function Add-VSSageMakerWorkteamMemberDefinition { <# .SYNOPSIS Adds an AWS::SageMaker::Workteam.MemberDefinition resource property to the template. Defines the Amazon Cognito user group that is part of a work team. .DESCRIPTION Adds an AWS::SageMaker::Workteam.MemberDefinition resource property to the template. Defines the Amazon Cognito user group that is part of a work team. .LINK http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-workteam-memberdefinition.html .PARAMETER CognitoMemberDefinition The Amazon Cognito user group that is part of the work team. Type: CognitoMemberDefinition Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-workteam-memberdefinition.html#cfn-sagemaker-workteam-memberdefinition-cognitomemberdefinition UpdateType: Mutable .FUNCTIONALITY Vaporshell #> [OutputType([SageMakerWorkteamMemberDefinition])] [cmdletbinding()] Param( [parameter(Mandatory = $true)] $CognitoMemberDefinition ) Process { $obj = [SageMakerWorkteamMemberDefinition]::new($PSBoundParameters) Write-Debug "$($MyInvocation.MyCommand) PSBoundParameters:`n$($PSBoundParameters | ConvertTo-Json -Depth 20 | Format-Json)" Write-Verbose "Resulting object from $($MyInvocation.MyCommand): `n$($obj.ToJson() | Format-Json)" $obj } } Export-ModuleMember -Function 'Add-VSSageMakerWorkteamMemberDefinition' function Add-VSSageMakerWorkteamNotificationConfiguration { <# .SYNOPSIS Adds an AWS::SageMaker::Workteam.NotificationConfiguration resource property to the template. Configures SNS notifications of available or expiring work items for work teams. .DESCRIPTION Adds an AWS::SageMaker::Workteam.NotificationConfiguration resource property to the template. Configures SNS notifications of available or expiring work items for work teams. .LINK http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-workteam-notificationconfiguration.html .PARAMETER NotificationTopicArn The ARN for the SNS topic to which notifications should be published. Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-workteam-notificationconfiguration.html#cfn-sagemaker-workteam-notificationconfiguration-notificationtopicarn PrimitiveType: String UpdateType: Mutable .FUNCTIONALITY Vaporshell #> [OutputType([SageMakerWorkteamNotificationConfiguration])] [cmdletbinding()] Param( [parameter(Mandatory = $true)] [object] $NotificationTopicArn ) Process { $obj = [SageMakerWorkteamNotificationConfiguration]::new($PSBoundParameters) Write-Debug "$($MyInvocation.MyCommand) PSBoundParameters:`n$($PSBoundParameters | ConvertTo-Json -Depth 20 | Format-Json)" Write-Verbose "Resulting object from $($MyInvocation.MyCommand): `n$($obj.ToJson() | Format-Json)" $obj } } Export-ModuleMember -Function 'Add-VSSageMakerWorkteamNotificationConfiguration' function New-VSSageMakerCodeRepository { <# .SYNOPSIS Adds an AWS::SageMaker::CodeRepository resource to the template. Creates a Git repository as a resource in your Amazon SageMaker account. You can associate the repository with notebook instances so that you can use Git source control for the notebooks you create. The Git repository is a resource in your Amazon SageMaker account, so it can be associated with more than one notebook instance, and it persists independently from the lifecycle of any notebook instances it is associated with. .DESCRIPTION Adds an AWS::SageMaker::CodeRepository resource to the template. Creates a Git repository as a resource in your Amazon SageMaker account. You can associate the repository with notebook instances so that you can use Git source control for the notebooks you create. The Git repository is a resource in your Amazon SageMaker account, so it can be associated with more than one notebook instance, and it persists independently from the lifecycle of any notebook instances it is associated with. The repository can be hosted either in AWS CodeCommit: https://docs.aws.amazon.com/codecommit/latest/userguide/welcome.html or in any other Git repository. .LINK http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-coderepository.html .PARAMETER LogicalId The logical ID must be alphanumeric (A-Za-z0-9) and unique within the template. Use the logical name to reference the resource in other parts of the template. For example, if you want to map an Amazon Elastic Block Store volume to an Amazon EC2 instance, you reference the logical IDs to associate the block stores with the instance. .PARAMETER CodeRepositoryName The name of the Git repository. Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-coderepository.html#cfn-sagemaker-coderepository-coderepositoryname PrimitiveType: String UpdateType: Immutable .PARAMETER GitConfig Configuration details for the Git repository, including the URL where it is located and the ARN of the AWS Secrets Manager secret that contains the credentials used to access the repository. Type: GitConfig Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-coderepository.html#cfn-sagemaker-coderepository-gitconfig UpdateType: Mutable .PARAMETER DeletionPolicy With the DeletionPolicy attribute you can preserve or (in some cases) backup a resource when its stack is deleted. You specify a DeletionPolicy attribute for each resource that you want to control. If a resource has no DeletionPolicy attribute, AWS CloudFormation deletes the resource by default. To keep a resource when its stack is deleted, specify Retain for that resource. You can use retain for any resource. For example, you can retain a nested stack, S3 bucket, or EC2 instance so that you can continue to use or modify those resources after you delete their stacks. You must use one of the following options: "Delete","Retain","Snapshot" .PARAMETER UpdateReplacePolicy Use the UpdateReplacePolicy attribute to retain or (in some cases) backup the existing physical instance of a resource when it is replaced during a stack update operation. When you initiate a stack update, AWS CloudFormation updates resources based on differences between what you submit and the stack's current template and parameters. If you update a resource property that requires that the resource be replaced, AWS CloudFormation recreates the resource during the update. Recreating the resource generates a new physical ID. AWS CloudFormation creates the replacement resource first, and then changes references from other dependent resources to point to the replacement resource. By default, AWS CloudFormation then deletes the old resource. Using the UpdateReplacePolicy, you can specify that AWS CloudFormation retain or (in some cases) create a snapshot of the old resource. For resources that support snapshots, such as AWS::EC2::Volume, specify Snapshot to have AWS CloudFormation create a snapshot before deleting the old resource instance. You can apply the UpdateReplacePolicy attribute to any resource. UpdateReplacePolicy is only executed if you update a resource property whose update behavior is specified as Replacement, thereby causing AWS CloudFormation to replace the old resource with a new one with a new physical ID. For example, if you update the Engine property of an AWS::RDS::DBInstance resource type, AWS CloudFormation creates a new resource and replaces the current DB instance resource with the new one. The UpdateReplacePolicy attribute would then dictate whether AWS CloudFormation deleted, retained, or created a snapshot of the old DB instance. The update behavior for each property of a resource is specified in the reference topic for that resource in the AWS Resource and Property Types Reference. For more information on resource update behavior, see Update Behaviors of Stack Resources. The UpdateReplacePolicy attribute applies to stack updates you perform directly, as well as stack updates performed using change sets. Note Resources that are retained continue to exist and continue to incur applicable charges until you delete those resources. Snapshots that are created with this policy continue to exist and continue to incur applicable charges until you delete those snapshots. UpdateReplacePolicy retains the old physical resource or snapshot, but removes it from AWS CloudFormation's scope. UpdateReplacePolicy differs from the DeletionPolicy attribute in that it only applies to resources replaced during stack updates. Use DeletionPolicy for resources deleted when a stack is deleted, or when the resource definition itself is deleted from the template as part of a stack update. You must use one of the following options: "Delete","Retain","Snapshot" .PARAMETER DependsOn With the DependsOn attribute you can specify that the creation of a specific resource follows another. When you add a DependsOn attribute to a resource, that resource is created only after the creation of the resource specified in the DependsOn attribute. This parameter takes a string or list of strings representing Logical IDs of resources that must be created prior to this resource being created. .PARAMETER Metadata The Metadata attribute enables you to associate structured data with a resource. By adding a Metadata attribute to a resource, you can add data in JSON or YAML to the resource declaration. In addition, you can use intrinsic functions (such as GetAtt and Ref), parameters, and pseudo parameters within the Metadata attribute to add those interpreted values. This will be returned when describing the resource using AWS CLI. .PARAMETER UpdatePolicy Use the UpdatePolicy attribute to specify how AWS CloudFormation handles updates to the AWS::AutoScaling::AutoScalingGroup resource. AWS CloudFormation invokes one of three update policies depending on the type of change you make or whether a scheduled action is associated with the Auto Scaling group. You must use the "Add-UpdatePolicy" function or the [UpdatePolicy] class here. .PARAMETER Condition Logical ID of the condition that this resource needs to be true in order for this resource to be provisioned. .FUNCTIONALITY Vaporshell #> [OutputType([SageMakerCodeRepository])] [cmdletbinding()] Param( [parameter(Mandatory = $true,Position = 0)] [ValidateLogicalId()] [string] $LogicalId, [parameter(Mandatory = $false)] [object] $CodeRepositoryName, [parameter(Mandatory = $true)] $GitConfig, [parameter()] [DeletionPolicy] $DeletionPolicy, [parameter()] [UpdateReplacePolicy] $UpdateReplacePolicy, [parameter(Mandatory = $false)] [string[]] $DependsOn, [parameter(Mandatory = $false)] [VSJson] $Metadata, [parameter(Mandatory = $false)] [UpdatePolicy] $UpdatePolicy, [parameter(Mandatory = $false)] [string] $Condition ) Process { $obj = [SageMakerCodeRepository]::new($PSBoundParameters) Write-Debug "$($MyInvocation.MyCommand) PSBoundParameters:`n$($PSBoundParameters | ConvertTo-Json -Depth 20 | Format-Json)" Write-Verbose "Resulting object from $($MyInvocation.MyCommand): `n$($obj.ToJson() | Format-Json)" $obj } } Export-ModuleMember -Function 'New-VSSageMakerCodeRepository' function New-VSSageMakerDataQualityJobDefinition { <# .SYNOPSIS Adds an AWS::SageMaker::DataQualityJobDefinition resource to the template. .DESCRIPTION Adds an AWS::SageMaker::DataQualityJobDefinition resource to the template. .LINK http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-dataqualityjobdefinition.html .PARAMETER LogicalId The logical ID must be alphanumeric (A-Za-z0-9) and unique within the template. Use the logical name to reference the resource in other parts of the template. For example, if you want to map an Amazon Elastic Block Store volume to an Amazon EC2 instance, you reference the logical IDs to associate the block stores with the instance. .PARAMETER JobDefinitionName Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-dataqualityjobdefinition.html#cfn-sagemaker-dataqualityjobdefinition-jobdefinitionname UpdateType: Immutable PrimitiveType: String .PARAMETER DataQualityBaselineConfig Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-dataqualityjobdefinition.html#cfn-sagemaker-dataqualityjobdefinition-dataqualitybaselineconfig UpdateType: Immutable Type: DataQualityBaselineConfig .PARAMETER DataQualityAppSpecification Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-dataqualityjobdefinition.html#cfn-sagemaker-dataqualityjobdefinition-dataqualityappspecification UpdateType: Immutable Type: DataQualityAppSpecification .PARAMETER DataQualityJobInput Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-dataqualityjobdefinition.html#cfn-sagemaker-dataqualityjobdefinition-dataqualityjobinput UpdateType: Immutable Type: DataQualityJobInput .PARAMETER DataQualityJobOutputConfig Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-dataqualityjobdefinition.html#cfn-sagemaker-dataqualityjobdefinition-dataqualityjoboutputconfig UpdateType: Immutable Type: MonitoringOutputConfig .PARAMETER JobResources Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-dataqualityjobdefinition.html#cfn-sagemaker-dataqualityjobdefinition-jobresources UpdateType: Immutable Type: MonitoringResources .PARAMETER NetworkConfig Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-dataqualityjobdefinition.html#cfn-sagemaker-dataqualityjobdefinition-networkconfig UpdateType: Immutable Type: NetworkConfig .PARAMETER RoleArn Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-dataqualityjobdefinition.html#cfn-sagemaker-dataqualityjobdefinition-rolearn UpdateType: Immutable PrimitiveType: String .PARAMETER StoppingCondition Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-dataqualityjobdefinition.html#cfn-sagemaker-dataqualityjobdefinition-stoppingcondition UpdateType: Immutable Type: StoppingCondition .PARAMETER Tags Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-dataqualityjobdefinition.html#cfn-sagemaker-dataqualityjobdefinition-tags UpdateType: Immutable Type: List ItemType: Tag .PARAMETER DeletionPolicy With the DeletionPolicy attribute you can preserve or (in some cases) backup a resource when its stack is deleted. You specify a DeletionPolicy attribute for each resource that you want to control. If a resource has no DeletionPolicy attribute, AWS CloudFormation deletes the resource by default. To keep a resource when its stack is deleted, specify Retain for that resource. You can use retain for any resource. For example, you can retain a nested stack, S3 bucket, or EC2 instance so that you can continue to use or modify those resources after you delete their stacks. You must use one of the following options: "Delete","Retain","Snapshot" .PARAMETER UpdateReplacePolicy Use the UpdateReplacePolicy attribute to retain or (in some cases) backup the existing physical instance of a resource when it is replaced during a stack update operation. When you initiate a stack update, AWS CloudFormation updates resources based on differences between what you submit and the stack's current template and parameters. If you update a resource property that requires that the resource be replaced, AWS CloudFormation recreates the resource during the update. Recreating the resource generates a new physical ID. AWS CloudFormation creates the replacement resource first, and then changes references from other dependent resources to point to the replacement resource. By default, AWS CloudFormation then deletes the old resource. Using the UpdateReplacePolicy, you can specify that AWS CloudFormation retain or (in some cases) create a snapshot of the old resource. For resources that support snapshots, such as AWS::EC2::Volume, specify Snapshot to have AWS CloudFormation create a snapshot before deleting the old resource instance. You can apply the UpdateReplacePolicy attribute to any resource. UpdateReplacePolicy is only executed if you update a resource property whose update behavior is specified as Replacement, thereby causing AWS CloudFormation to replace the old resource with a new one with a new physical ID. For example, if you update the Engine property of an AWS::RDS::DBInstance resource type, AWS CloudFormation creates a new resource and replaces the current DB instance resource with the new one. The UpdateReplacePolicy attribute would then dictate whether AWS CloudFormation deleted, retained, or created a snapshot of the old DB instance. The update behavior for each property of a resource is specified in the reference topic for that resource in the AWS Resource and Property Types Reference. For more information on resource update behavior, see Update Behaviors of Stack Resources. The UpdateReplacePolicy attribute applies to stack updates you perform directly, as well as stack updates performed using change sets. Note Resources that are retained continue to exist and continue to incur applicable charges until you delete those resources. Snapshots that are created with this policy continue to exist and continue to incur applicable charges until you delete those snapshots. UpdateReplacePolicy retains the old physical resource or snapshot, but removes it from AWS CloudFormation's scope. UpdateReplacePolicy differs from the DeletionPolicy attribute in that it only applies to resources replaced during stack updates. Use DeletionPolicy for resources deleted when a stack is deleted, or when the resource definition itself is deleted from the template as part of a stack update. You must use one of the following options: "Delete","Retain","Snapshot" .PARAMETER DependsOn With the DependsOn attribute you can specify that the creation of a specific resource follows another. When you add a DependsOn attribute to a resource, that resource is created only after the creation of the resource specified in the DependsOn attribute. This parameter takes a string or list of strings representing Logical IDs of resources that must be created prior to this resource being created. .PARAMETER Metadata The Metadata attribute enables you to associate structured data with a resource. By adding a Metadata attribute to a resource, you can add data in JSON or YAML to the resource declaration. In addition, you can use intrinsic functions (such as GetAtt and Ref), parameters, and pseudo parameters within the Metadata attribute to add those interpreted values. This will be returned when describing the resource using AWS CLI. .PARAMETER UpdatePolicy Use the UpdatePolicy attribute to specify how AWS CloudFormation handles updates to the AWS::AutoScaling::AutoScalingGroup resource. AWS CloudFormation invokes one of three update policies depending on the type of change you make or whether a scheduled action is associated with the Auto Scaling group. You must use the "Add-UpdatePolicy" function or the [UpdatePolicy] class here. .PARAMETER Condition Logical ID of the condition that this resource needs to be true in order for this resource to be provisioned. .FUNCTIONALITY Vaporshell #> [OutputType([SageMakerDataQualityJobDefinition])] [cmdletbinding()] Param( [parameter(Mandatory = $true,Position = 0)] [ValidateLogicalId()] [string] $LogicalId, [parameter(Mandatory = $false)] [object] $JobDefinitionName, [parameter(Mandatory = $false)] $DataQualityBaselineConfig, [parameter(Mandatory = $true)] $DataQualityAppSpecification, [parameter(Mandatory = $true)] $DataQualityJobInput, [parameter(Mandatory = $true)] $DataQualityJobOutputConfig, [parameter(Mandatory = $true)] $JobResources, [parameter(Mandatory = $false)] $NetworkConfig, [parameter(Mandatory = $true)] [object] $RoleArn, [parameter(Mandatory = $false)] $StoppingCondition, [TransformTag()] [object] [parameter(Mandatory = $false)] $Tags, [parameter()] [DeletionPolicy] $DeletionPolicy, [parameter()] [UpdateReplacePolicy] $UpdateReplacePolicy, [parameter(Mandatory = $false)] [string[]] $DependsOn, [parameter(Mandatory = $false)] [VSJson] $Metadata, [parameter(Mandatory = $false)] [UpdatePolicy] $UpdatePolicy, [parameter(Mandatory = $false)] [string] $Condition ) Process { $obj = [SageMakerDataQualityJobDefinition]::new($PSBoundParameters) Write-Debug "$($MyInvocation.MyCommand) PSBoundParameters:`n$($PSBoundParameters | ConvertTo-Json -Depth 20 | Format-Json)" Write-Verbose "Resulting object from $($MyInvocation.MyCommand): `n$($obj.ToJson() | Format-Json)" $obj } } Export-ModuleMember -Function 'New-VSSageMakerDataQualityJobDefinition' function New-VSSageMakerDevice { <# .SYNOPSIS Adds an AWS::SageMaker::Device resource to the template. .DESCRIPTION Adds an AWS::SageMaker::Device resource to the template. .LINK http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-device.html .PARAMETER LogicalId The logical ID must be alphanumeric (A-Za-z0-9) and unique within the template. Use the logical name to reference the resource in other parts of the template. For example, if you want to map an Amazon Elastic Block Store volume to an Amazon EC2 instance, you reference the logical IDs to associate the block stores with the instance. .PARAMETER DeviceFleetName Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-device.html#cfn-sagemaker-device-devicefleetname UpdateType: Immutable PrimitiveType: String .PARAMETER Device Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-device.html#cfn-sagemaker-device-device UpdateType: Mutable PrimitiveType: Json Type: Device .PARAMETER Tags Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-device.html#cfn-sagemaker-device-tags UpdateType: Mutable Type: Tag ItemType: Json .PARAMETER DeletionPolicy With the DeletionPolicy attribute you can preserve or (in some cases) backup a resource when its stack is deleted. You specify a DeletionPolicy attribute for each resource that you want to control. If a resource has no DeletionPolicy attribute, AWS CloudFormation deletes the resource by default. To keep a resource when its stack is deleted, specify Retain for that resource. You can use retain for any resource. For example, you can retain a nested stack, S3 bucket, or EC2 instance so that you can continue to use or modify those resources after you delete their stacks. You must use one of the following options: "Delete","Retain","Snapshot" .PARAMETER UpdateReplacePolicy Use the UpdateReplacePolicy attribute to retain or (in some cases) backup the existing physical instance of a resource when it is replaced during a stack update operation. When you initiate a stack update, AWS CloudFormation updates resources based on differences between what you submit and the stack's current template and parameters. If you update a resource property that requires that the resource be replaced, AWS CloudFormation recreates the resource during the update. Recreating the resource generates a new physical ID. AWS CloudFormation creates the replacement resource first, and then changes references from other dependent resources to point to the replacement resource. By default, AWS CloudFormation then deletes the old resource. Using the UpdateReplacePolicy, you can specify that AWS CloudFormation retain or (in some cases) create a snapshot of the old resource. For resources that support snapshots, such as AWS::EC2::Volume, specify Snapshot to have AWS CloudFormation create a snapshot before deleting the old resource instance. You can apply the UpdateReplacePolicy attribute to any resource. UpdateReplacePolicy is only executed if you update a resource property whose update behavior is specified as Replacement, thereby causing AWS CloudFormation to replace the old resource with a new one with a new physical ID. For example, if you update the Engine property of an AWS::RDS::DBInstance resource type, AWS CloudFormation creates a new resource and replaces the current DB instance resource with the new one. The UpdateReplacePolicy attribute would then dictate whether AWS CloudFormation deleted, retained, or created a snapshot of the old DB instance. The update behavior for each property of a resource is specified in the reference topic for that resource in the AWS Resource and Property Types Reference. For more information on resource update behavior, see Update Behaviors of Stack Resources. The UpdateReplacePolicy attribute applies to stack updates you perform directly, as well as stack updates performed using change sets. Note Resources that are retained continue to exist and continue to incur applicable charges until you delete those resources. Snapshots that are created with this policy continue to exist and continue to incur applicable charges until you delete those snapshots. UpdateReplacePolicy retains the old physical resource or snapshot, but removes it from AWS CloudFormation's scope. UpdateReplacePolicy differs from the DeletionPolicy attribute in that it only applies to resources replaced during stack updates. Use DeletionPolicy for resources deleted when a stack is deleted, or when the resource definition itself is deleted from the template as part of a stack update. You must use one of the following options: "Delete","Retain","Snapshot" .PARAMETER DependsOn With the DependsOn attribute you can specify that the creation of a specific resource follows another. When you add a DependsOn attribute to a resource, that resource is created only after the creation of the resource specified in the DependsOn attribute. This parameter takes a string or list of strings representing Logical IDs of resources that must be created prior to this resource being created. .PARAMETER Metadata The Metadata attribute enables you to associate structured data with a resource. By adding a Metadata attribute to a resource, you can add data in JSON or YAML to the resource declaration. In addition, you can use intrinsic functions (such as GetAtt and Ref), parameters, and pseudo parameters within the Metadata attribute to add those interpreted values. This will be returned when describing the resource using AWS CLI. .PARAMETER UpdatePolicy Use the UpdatePolicy attribute to specify how AWS CloudFormation handles updates to the AWS::AutoScaling::AutoScalingGroup resource. AWS CloudFormation invokes one of three update policies depending on the type of change you make or whether a scheduled action is associated with the Auto Scaling group. You must use the "Add-UpdatePolicy" function or the [UpdatePolicy] class here. .PARAMETER Condition Logical ID of the condition that this resource needs to be true in order for this resource to be provisioned. .FUNCTIONALITY Vaporshell #> [OutputType([SageMakerDevice])] [cmdletbinding()] Param( [parameter(Mandatory = $true,Position = 0)] [ValidateLogicalId()] [string] $LogicalId, [parameter(Mandatory = $true)] [object] $DeviceFleetName, [parameter(Mandatory = $false)] [VSJson] $Device, [parameter(Mandatory = $false)] [object] $Tags, [parameter()] [DeletionPolicy] $DeletionPolicy, [parameter()] [UpdateReplacePolicy] $UpdateReplacePolicy, [parameter(Mandatory = $false)] [string[]] $DependsOn, [parameter(Mandatory = $false)] [VSJson] $Metadata, [parameter(Mandatory = $false)] [UpdatePolicy] $UpdatePolicy, [parameter(Mandatory = $false)] [string] $Condition ) Process { $obj = [SageMakerDevice]::new($PSBoundParameters) Write-Debug "$($MyInvocation.MyCommand) PSBoundParameters:`n$($PSBoundParameters | ConvertTo-Json -Depth 20 | Format-Json)" Write-Verbose "Resulting object from $($MyInvocation.MyCommand): `n$($obj.ToJson() | Format-Json)" $obj } } Export-ModuleMember -Function 'New-VSSageMakerDevice' function New-VSSageMakerDeviceFleet { <# .SYNOPSIS Adds an AWS::SageMaker::DeviceFleet resource to the template. .DESCRIPTION Adds an AWS::SageMaker::DeviceFleet resource to the template. .LINK http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-devicefleet.html .PARAMETER LogicalId The logical ID must be alphanumeric (A-Za-z0-9) and unique within the template. Use the logical name to reference the resource in other parts of the template. For example, if you want to map an Amazon Elastic Block Store volume to an Amazon EC2 instance, you reference the logical IDs to associate the block stores with the instance. .PARAMETER Description Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-devicefleet.html#cfn-sagemaker-devicefleet-description UpdateType: Mutable PrimitiveType: String .PARAMETER DeviceFleetName Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-devicefleet.html#cfn-sagemaker-devicefleet-devicefleetname UpdateType: Immutable PrimitiveType: String .PARAMETER OutputConfig Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-devicefleet.html#cfn-sagemaker-devicefleet-outputconfig UpdateType: Mutable Type: EdgeOutputConfig .PARAMETER RoleArn Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-devicefleet.html#cfn-sagemaker-devicefleet-rolearn UpdateType: Mutable PrimitiveType: String .PARAMETER Tags Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-devicefleet.html#cfn-sagemaker-devicefleet-tags UpdateType: Mutable Type: Tag ItemType: Json .PARAMETER DeletionPolicy With the DeletionPolicy attribute you can preserve or (in some cases) backup a resource when its stack is deleted. You specify a DeletionPolicy attribute for each resource that you want to control. If a resource has no DeletionPolicy attribute, AWS CloudFormation deletes the resource by default. To keep a resource when its stack is deleted, specify Retain for that resource. You can use retain for any resource. For example, you can retain a nested stack, S3 bucket, or EC2 instance so that you can continue to use or modify those resources after you delete their stacks. You must use one of the following options: "Delete","Retain","Snapshot" .PARAMETER UpdateReplacePolicy Use the UpdateReplacePolicy attribute to retain or (in some cases) backup the existing physical instance of a resource when it is replaced during a stack update operation. When you initiate a stack update, AWS CloudFormation updates resources based on differences between what you submit and the stack's current template and parameters. If you update a resource property that requires that the resource be replaced, AWS CloudFormation recreates the resource during the update. Recreating the resource generates a new physical ID. AWS CloudFormation creates the replacement resource first, and then changes references from other dependent resources to point to the replacement resource. By default, AWS CloudFormation then deletes the old resource. Using the UpdateReplacePolicy, you can specify that AWS CloudFormation retain or (in some cases) create a snapshot of the old resource. For resources that support snapshots, such as AWS::EC2::Volume, specify Snapshot to have AWS CloudFormation create a snapshot before deleting the old resource instance. You can apply the UpdateReplacePolicy attribute to any resource. UpdateReplacePolicy is only executed if you update a resource property whose update behavior is specified as Replacement, thereby causing AWS CloudFormation to replace the old resource with a new one with a new physical ID. For example, if you update the Engine property of an AWS::RDS::DBInstance resource type, AWS CloudFormation creates a new resource and replaces the current DB instance resource with the new one. The UpdateReplacePolicy attribute would then dictate whether AWS CloudFormation deleted, retained, or created a snapshot of the old DB instance. The update behavior for each property of a resource is specified in the reference topic for that resource in the AWS Resource and Property Types Reference. For more information on resource update behavior, see Update Behaviors of Stack Resources. The UpdateReplacePolicy attribute applies to stack updates you perform directly, as well as stack updates performed using change sets. Note Resources that are retained continue to exist and continue to incur applicable charges until you delete those resources. Snapshots that are created with this policy continue to exist and continue to incur applicable charges until you delete those snapshots. UpdateReplacePolicy retains the old physical resource or snapshot, but removes it from AWS CloudFormation's scope. UpdateReplacePolicy differs from the DeletionPolicy attribute in that it only applies to resources replaced during stack updates. Use DeletionPolicy for resources deleted when a stack is deleted, or when the resource definition itself is deleted from the template as part of a stack update. You must use one of the following options: "Delete","Retain","Snapshot" .PARAMETER DependsOn With the DependsOn attribute you can specify that the creation of a specific resource follows another. When you add a DependsOn attribute to a resource, that resource is created only after the creation of the resource specified in the DependsOn attribute. This parameter takes a string or list of strings representing Logical IDs of resources that must be created prior to this resource being created. .PARAMETER Metadata The Metadata attribute enables you to associate structured data with a resource. By adding a Metadata attribute to a resource, you can add data in JSON or YAML to the resource declaration. In addition, you can use intrinsic functions (such as GetAtt and Ref), parameters, and pseudo parameters within the Metadata attribute to add those interpreted values. This will be returned when describing the resource using AWS CLI. .PARAMETER UpdatePolicy Use the UpdatePolicy attribute to specify how AWS CloudFormation handles updates to the AWS::AutoScaling::AutoScalingGroup resource. AWS CloudFormation invokes one of three update policies depending on the type of change you make or whether a scheduled action is associated with the Auto Scaling group. You must use the "Add-UpdatePolicy" function or the [UpdatePolicy] class here. .PARAMETER Condition Logical ID of the condition that this resource needs to be true in order for this resource to be provisioned. .FUNCTIONALITY Vaporshell #> [OutputType([SageMakerDeviceFleet])] [cmdletbinding()] Param( [parameter(Mandatory = $true,Position = 0)] [ValidateLogicalId()] [string] $LogicalId, [parameter(Mandatory = $false)] [object] $Description, [parameter(Mandatory = $true)] [object] $DeviceFleetName, [parameter(Mandatory = $true)] $OutputConfig, [parameter(Mandatory = $true)] [object] $RoleArn, [parameter(Mandatory = $false)] [object] $Tags, [parameter()] [DeletionPolicy] $DeletionPolicy, [parameter()] [UpdateReplacePolicy] $UpdateReplacePolicy, [parameter(Mandatory = $false)] [string[]] $DependsOn, [parameter(Mandatory = $false)] [VSJson] $Metadata, [parameter(Mandatory = $false)] [UpdatePolicy] $UpdatePolicy, [parameter(Mandatory = $false)] [string] $Condition ) Process { $obj = [SageMakerDeviceFleet]::new($PSBoundParameters) Write-Debug "$($MyInvocation.MyCommand) PSBoundParameters:`n$($PSBoundParameters | ConvertTo-Json -Depth 20 | Format-Json)" Write-Verbose "Resulting object from $($MyInvocation.MyCommand): `n$($obj.ToJson() | Format-Json)" $obj } } Export-ModuleMember -Function 'New-VSSageMakerDeviceFleet' function New-VSSageMakerEndpoint { <# .SYNOPSIS Adds an AWS::SageMaker::Endpoint resource to the template. Use the AWS::SageMaker::Endpoint resource to create an endpoint using the specified configuration in the request. Amazon SageMaker uses the endpoint to provision resources and deploy models. You create the endpoint configuration with the AWS::SageMaker::EndpointConfig: https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-endpointconfig.html resource. For more information, see Deploy a Model on Amazon SageMaker Hosting Services: https://docs.aws.amazon.com/sagemaker/latest/dg/how-it-works-hosting.html in the *Amazon SageMaker Developer Guide*. .DESCRIPTION Adds an AWS::SageMaker::Endpoint resource to the template. Use the AWS::SageMaker::Endpoint resource to create an endpoint using the specified configuration in the request. Amazon SageMaker uses the endpoint to provision resources and deploy models. You create the endpoint configuration with the AWS::SageMaker::EndpointConfig: https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-endpointconfig.html resource. For more information, see Deploy a Model on Amazon SageMaker Hosting Services: https://docs.aws.amazon.com/sagemaker/latest/dg/how-it-works-hosting.html in the *Amazon SageMaker Developer Guide*. .LINK http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-endpoint.html .PARAMETER LogicalId The logical ID must be alphanumeric (A-Za-z0-9) and unique within the template. Use the logical name to reference the resource in other parts of the template. For example, if you want to map an Amazon Elastic Block Store volume to an Amazon EC2 instance, you reference the logical IDs to associate the block stores with the instance. .PARAMETER RetainAllVariantProperties When updating endpoint resources, enables or disables the retention of variant properties, such as the instance count or the variant weight. To retain the variant properties of an endpoint when updating it, set RetainAllVariantProperties to true. To use the variant properties specified in a new EndpointConfig call when updating an endpoint, set RetainAllVariantProperties to false. Use this property only when updating endpoint resources, not when creating new endpoint resources. Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-endpoint.html#cfn-sagemaker-endpoint-retainallvariantproperties PrimitiveType: Boolean UpdateType: Mutable .PARAMETER EndpointName The name of the endpoint. The name must be unique within an AWS Region in your AWS account. Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-endpoint.html#cfn-sagemaker-endpoint-endpointname PrimitiveType: String UpdateType: Immutable .PARAMETER ExcludeRetainedVariantProperties When you are updating endpoint resources with RetainAllVariantProperties: https://docs.aws.amazon.com/sagemaker/latest/dg/API_UpdateEndpoint.html#SageMaker-UpdateEndpoint-request-RetainAllVariantProperties whose value is set to true, ExcludeRetainedVariantProperties specifies the list of type VariantProperty: https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpoint-variantproperty.html to override with the values provided by EndpointConfig. If you don't specify a value for ExcludeAllVariantProperties, no variant properties are overridden. Don't use this property when creating new endpoint resources or when RetainAllVariantProperties is set to false. Type: List Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-endpoint.html#cfn-sagemaker-endpoint-excluderetainedvariantproperties ItemType: VariantProperty UpdateType: Mutable .PARAMETER EndpointConfigName The name of the AWS::SageMaker::EndpointConfig: https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-endpointconfig.html resource that specifies the configuration for the endpoint. For more information, see CreateEndpointConfig: https://docs.aws.amazon.com/sagemaker/latest/dg/API_CreateEndpointConfig.html. Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-endpoint.html#cfn-sagemaker-endpoint-endpointconfigname PrimitiveType: String UpdateType: Mutable .PARAMETER DeploymentConfig Type: DeploymentConfig Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-endpoint.html#cfn-sagemaker-endpoint-deploymentconfig UpdateType: Mutable .PARAMETER Tags A list of key-value pairs to apply to this resource. For more information, see Resource Tag: https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-resource-tags.html and Using Cost Allocation Tags: https://docs.aws.amazon.com/awsaccountbilling/latest/aboutv2/cost-alloc-tags.html#allocation-what in the * AWS Billing and Cost Management User Guide*. Type: List Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-endpoint.html#cfn-sagemaker-endpoint-tags ItemType: Tag UpdateType: Mutable .PARAMETER DeletionPolicy With the DeletionPolicy attribute you can preserve or (in some cases) backup a resource when its stack is deleted. You specify a DeletionPolicy attribute for each resource that you want to control. If a resource has no DeletionPolicy attribute, AWS CloudFormation deletes the resource by default. To keep a resource when its stack is deleted, specify Retain for that resource. You can use retain for any resource. For example, you can retain a nested stack, S3 bucket, or EC2 instance so that you can continue to use or modify those resources after you delete their stacks. You must use one of the following options: "Delete","Retain","Snapshot" .PARAMETER UpdateReplacePolicy Use the UpdateReplacePolicy attribute to retain or (in some cases) backup the existing physical instance of a resource when it is replaced during a stack update operation. When you initiate a stack update, AWS CloudFormation updates resources based on differences between what you submit and the stack's current template and parameters. If you update a resource property that requires that the resource be replaced, AWS CloudFormation recreates the resource during the update. Recreating the resource generates a new physical ID. AWS CloudFormation creates the replacement resource first, and then changes references from other dependent resources to point to the replacement resource. By default, AWS CloudFormation then deletes the old resource. Using the UpdateReplacePolicy, you can specify that AWS CloudFormation retain or (in some cases) create a snapshot of the old resource. For resources that support snapshots, such as AWS::EC2::Volume, specify Snapshot to have AWS CloudFormation create a snapshot before deleting the old resource instance. You can apply the UpdateReplacePolicy attribute to any resource. UpdateReplacePolicy is only executed if you update a resource property whose update behavior is specified as Replacement, thereby causing AWS CloudFormation to replace the old resource with a new one with a new physical ID. For example, if you update the Engine property of an AWS::RDS::DBInstance resource type, AWS CloudFormation creates a new resource and replaces the current DB instance resource with the new one. The UpdateReplacePolicy attribute would then dictate whether AWS CloudFormation deleted, retained, or created a snapshot of the old DB instance. The update behavior for each property of a resource is specified in the reference topic for that resource in the AWS Resource and Property Types Reference. For more information on resource update behavior, see Update Behaviors of Stack Resources. The UpdateReplacePolicy attribute applies to stack updates you perform directly, as well as stack updates performed using change sets. Note Resources that are retained continue to exist and continue to incur applicable charges until you delete those resources. Snapshots that are created with this policy continue to exist and continue to incur applicable charges until you delete those snapshots. UpdateReplacePolicy retains the old physical resource or snapshot, but removes it from AWS CloudFormation's scope. UpdateReplacePolicy differs from the DeletionPolicy attribute in that it only applies to resources replaced during stack updates. Use DeletionPolicy for resources deleted when a stack is deleted, or when the resource definition itself is deleted from the template as part of a stack update. You must use one of the following options: "Delete","Retain","Snapshot" .PARAMETER DependsOn With the DependsOn attribute you can specify that the creation of a specific resource follows another. When you add a DependsOn attribute to a resource, that resource is created only after the creation of the resource specified in the DependsOn attribute. This parameter takes a string or list of strings representing Logical IDs of resources that must be created prior to this resource being created. .PARAMETER Metadata The Metadata attribute enables you to associate structured data with a resource. By adding a Metadata attribute to a resource, you can add data in JSON or YAML to the resource declaration. In addition, you can use intrinsic functions (such as GetAtt and Ref), parameters, and pseudo parameters within the Metadata attribute to add those interpreted values. This will be returned when describing the resource using AWS CLI. .PARAMETER UpdatePolicy Use the UpdatePolicy attribute to specify how AWS CloudFormation handles updates to the AWS::AutoScaling::AutoScalingGroup resource. AWS CloudFormation invokes one of three update policies depending on the type of change you make or whether a scheduled action is associated with the Auto Scaling group. You must use the "Add-UpdatePolicy" function or the [UpdatePolicy] class here. .PARAMETER Condition Logical ID of the condition that this resource needs to be true in order for this resource to be provisioned. .FUNCTIONALITY Vaporshell #> [OutputType([SageMakerEndpoint])] [cmdletbinding()] Param( [parameter(Mandatory = $true,Position = 0)] [ValidateLogicalId()] [string] $LogicalId, [parameter(Mandatory = $false)] [object] $RetainAllVariantProperties, [parameter(Mandatory = $false)] [object] $EndpointName, [parameter(Mandatory = $false)] [object] $ExcludeRetainedVariantProperties, [parameter(Mandatory = $true)] [object] $EndpointConfigName, [parameter(Mandatory = $false)] $DeploymentConfig, [TransformTag()] [object] [parameter(Mandatory = $false)] $Tags, [parameter()] [DeletionPolicy] $DeletionPolicy, [parameter()] [UpdateReplacePolicy] $UpdateReplacePolicy, [parameter(Mandatory = $false)] [string[]] $DependsOn, [parameter(Mandatory = $false)] [VSJson] $Metadata, [parameter(Mandatory = $false)] [UpdatePolicy] $UpdatePolicy, [parameter(Mandatory = $false)] [string] $Condition ) Process { $obj = [SageMakerEndpoint]::new($PSBoundParameters) Write-Debug "$($MyInvocation.MyCommand) PSBoundParameters:`n$($PSBoundParameters | ConvertTo-Json -Depth 20 | Format-Json)" Write-Verbose "Resulting object from $($MyInvocation.MyCommand): `n$($obj.ToJson() | Format-Json)" $obj } } Export-ModuleMember -Function 'New-VSSageMakerEndpoint' function New-VSSageMakerEndpointConfig { <# .SYNOPSIS Adds an AWS::SageMaker::EndpointConfig resource to the template. The AWS::SageMaker::EndpointConfig resource creates a configuration for an Amazon SageMaker endpoint. For more information, see CreateEndpointConfig: https://docs.aws.amazon.com/sagemaker/latest/dg/API_CreateEndpointConfig.html in the *SageMaker Developer Guide*. .DESCRIPTION Adds an AWS::SageMaker::EndpointConfig resource to the template. The AWS::SageMaker::EndpointConfig resource creates a configuration for an Amazon SageMaker endpoint. For more information, see CreateEndpointConfig: https://docs.aws.amazon.com/sagemaker/latest/dg/API_CreateEndpointConfig.html in the *SageMaker Developer Guide*. .LINK http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-endpointconfig.html .PARAMETER LogicalId The logical ID must be alphanumeric (A-Za-z0-9) and unique within the template. Use the logical name to reference the resource in other parts of the template. For example, if you want to map an Amazon Elastic Block Store volume to an Amazon EC2 instance, you reference the logical IDs to associate the block stores with the instance. .PARAMETER DataCaptureConfig Type: DataCaptureConfig Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-endpointconfig.html#cfn-sagemaker-endpointconfig-datacaptureconfig UpdateType: Immutable .PARAMETER ProductionVariants A list of ProductionVariant objects, one for each model that you want to host at this endpoint. Type: List Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-endpointconfig.html#cfn-sagemaker-endpointconfig-productionvariants ItemType: ProductionVariant UpdateType: Immutable .PARAMETER KmsKeyId The Amazon Resource Name ARN of a AWS Key Management Service key that Amazon SageMaker uses to encrypt data on the storage volume attached to the ML compute instance that hosts the endpoint. + Key ID: 1234abcd-12ab-34cd-56ef-1234567890ab + Key ARN: arn:aws:kms:us-west-2:111122223333:key/1234abcd-12ab-34cd-56ef-1234567890ab + Alias name: alias/ExampleAlias + Alias name ARN: arn:aws:kms:us-west-2:111122223333:alias/ExampleAlias The KMS key policy must grant permission to the IAM role that you specify in your CreateEndpoint, UpdateEndpoint requests. For more information, refer to the AWS Key Management Service section Using Key Policies in AWS KMS : https://docs.aws.amazon.com/kms/latest/developerguide/key-policies.html Certain Nitro-based instances include local storage, dependent on the instance type. Local storage volumes are encrypted using a hardware module on the instance. You can't request a KmsKeyId when using an instance type with local storage. If any of the models that you specify in the ProductionVariants parameter use nitro-based instances with local storage, do not specify a value for the KmsKeyId parameter. If you specify a value for KmsKeyId when using any nitro-based instances with local storage, the call to CreateEndpointConfig fails. For a list of instance types that support local instance storage, see Instance Store Volumes: https://docs.aws.amazon.com/AWSEC2/latest/UserGuide/InstanceStorage.html#instance-store-volumes. For more information about local instance storage encryption, see SSD Instance Store Volumes: https://docs.aws.amazon.com/AWSEC2/latest/UserGuide/ssd-instance-store.html. Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-endpointconfig.html#cfn-sagemaker-endpointconfig-kmskeyid PrimitiveType: String UpdateType: Immutable .PARAMETER EndpointConfigName The name of the endpoint configuration. You specify this name in a CreateEndpoint request. Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-endpointconfig.html#cfn-sagemaker-endpointconfig-endpointconfigname PrimitiveType: String UpdateType: Immutable .PARAMETER Tags A list of key-value pairs to apply to this resource. For more information, see Resource Tag: https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-resource-tags.html and Using Cost Allocation Tags: https://docs.aws.amazon.com/awsaccountbilling/latest/aboutv2/cost-alloc-tags.html#allocation-what. Type: List Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-endpointconfig.html#cfn-sagemaker-endpointconfig-tags ItemType: Tag UpdateType: Mutable .PARAMETER DeletionPolicy With the DeletionPolicy attribute you can preserve or (in some cases) backup a resource when its stack is deleted. You specify a DeletionPolicy attribute for each resource that you want to control. If a resource has no DeletionPolicy attribute, AWS CloudFormation deletes the resource by default. To keep a resource when its stack is deleted, specify Retain for that resource. You can use retain for any resource. For example, you can retain a nested stack, S3 bucket, or EC2 instance so that you can continue to use or modify those resources after you delete their stacks. You must use one of the following options: "Delete","Retain","Snapshot" .PARAMETER UpdateReplacePolicy Use the UpdateReplacePolicy attribute to retain or (in some cases) backup the existing physical instance of a resource when it is replaced during a stack update operation. When you initiate a stack update, AWS CloudFormation updates resources based on differences between what you submit and the stack's current template and parameters. If you update a resource property that requires that the resource be replaced, AWS CloudFormation recreates the resource during the update. Recreating the resource generates a new physical ID. AWS CloudFormation creates the replacement resource first, and then changes references from other dependent resources to point to the replacement resource. By default, AWS CloudFormation then deletes the old resource. Using the UpdateReplacePolicy, you can specify that AWS CloudFormation retain or (in some cases) create a snapshot of the old resource. For resources that support snapshots, such as AWS::EC2::Volume, specify Snapshot to have AWS CloudFormation create a snapshot before deleting the old resource instance. You can apply the UpdateReplacePolicy attribute to any resource. UpdateReplacePolicy is only executed if you update a resource property whose update behavior is specified as Replacement, thereby causing AWS CloudFormation to replace the old resource with a new one with a new physical ID. For example, if you update the Engine property of an AWS::RDS::DBInstance resource type, AWS CloudFormation creates a new resource and replaces the current DB instance resource with the new one. The UpdateReplacePolicy attribute would then dictate whether AWS CloudFormation deleted, retained, or created a snapshot of the old DB instance. The update behavior for each property of a resource is specified in the reference topic for that resource in the AWS Resource and Property Types Reference. For more information on resource update behavior, see Update Behaviors of Stack Resources. The UpdateReplacePolicy attribute applies to stack updates you perform directly, as well as stack updates performed using change sets. Note Resources that are retained continue to exist and continue to incur applicable charges until you delete those resources. Snapshots that are created with this policy continue to exist and continue to incur applicable charges until you delete those snapshots. UpdateReplacePolicy retains the old physical resource or snapshot, but removes it from AWS CloudFormation's scope. UpdateReplacePolicy differs from the DeletionPolicy attribute in that it only applies to resources replaced during stack updates. Use DeletionPolicy for resources deleted when a stack is deleted, or when the resource definition itself is deleted from the template as part of a stack update. You must use one of the following options: "Delete","Retain","Snapshot" .PARAMETER DependsOn With the DependsOn attribute you can specify that the creation of a specific resource follows another. When you add a DependsOn attribute to a resource, that resource is created only after the creation of the resource specified in the DependsOn attribute. This parameter takes a string or list of strings representing Logical IDs of resources that must be created prior to this resource being created. .PARAMETER Metadata The Metadata attribute enables you to associate structured data with a resource. By adding a Metadata attribute to a resource, you can add data in JSON or YAML to the resource declaration. In addition, you can use intrinsic functions (such as GetAtt and Ref), parameters, and pseudo parameters within the Metadata attribute to add those interpreted values. This will be returned when describing the resource using AWS CLI. .PARAMETER UpdatePolicy Use the UpdatePolicy attribute to specify how AWS CloudFormation handles updates to the AWS::AutoScaling::AutoScalingGroup resource. AWS CloudFormation invokes one of three update policies depending on the type of change you make or whether a scheduled action is associated with the Auto Scaling group. You must use the "Add-UpdatePolicy" function or the [UpdatePolicy] class here. .PARAMETER Condition Logical ID of the condition that this resource needs to be true in order for this resource to be provisioned. .FUNCTIONALITY Vaporshell #> [OutputType([SageMakerEndpointConfig])] [cmdletbinding()] Param( [parameter(Mandatory = $true,Position = 0)] [ValidateLogicalId()] [string] $LogicalId, [parameter(Mandatory = $false)] $DataCaptureConfig, [parameter(Mandatory = $true)] [object] $ProductionVariants, [parameter(Mandatory = $false)] [object] $KmsKeyId, [parameter(Mandatory = $false)] [object] $EndpointConfigName, [TransformTag()] [object] [parameter(Mandatory = $false)] $Tags, [parameter()] [DeletionPolicy] $DeletionPolicy, [parameter()] [UpdateReplacePolicy] $UpdateReplacePolicy, [parameter(Mandatory = $false)] [string[]] $DependsOn, [parameter(Mandatory = $false)] [VSJson] $Metadata, [parameter(Mandatory = $false)] [UpdatePolicy] $UpdatePolicy, [parameter(Mandatory = $false)] [string] $Condition ) Process { $obj = [SageMakerEndpointConfig]::new($PSBoundParameters) Write-Debug "$($MyInvocation.MyCommand) PSBoundParameters:`n$($PSBoundParameters | ConvertTo-Json -Depth 20 | Format-Json)" Write-Verbose "Resulting object from $($MyInvocation.MyCommand): `n$($obj.ToJson() | Format-Json)" $obj } } Export-ModuleMember -Function 'New-VSSageMakerEndpointConfig' function New-VSSageMakerModel { <# .SYNOPSIS Adds an AWS::SageMaker::Model resource to the template. The AWS::SageMaker::Model resource to create a model to host at an Amazon SageMaker endpoint. For more information, see Deploying a Model on Amazon SageMaker Hosting Services: https://docs.aws.amazon.com/sagemaker/latest/dg/how-it-works-hosting.html in the *Amazon SageMaker Developer Guide*. .DESCRIPTION Adds an AWS::SageMaker::Model resource to the template. The AWS::SageMaker::Model resource to create a model to host at an Amazon SageMaker endpoint. For more information, see Deploying a Model on Amazon SageMaker Hosting Services: https://docs.aws.amazon.com/sagemaker/latest/dg/how-it-works-hosting.html in the *Amazon SageMaker Developer Guide*. .LINK http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-model.html .PARAMETER LogicalId The logical ID must be alphanumeric (A-Za-z0-9) and unique within the template. Use the logical name to reference the resource in other parts of the template. For example, if you want to map an Amazon Elastic Block Store volume to an Amazon EC2 instance, you reference the logical IDs to associate the block stores with the instance. .PARAMETER ExecutionRoleArn The Amazon Resource Name ARN of the IAM role that Amazon SageMaker can assume to access model artifacts and docker image for deployment on ML compute instances or for batch transform jobs. Deploying on ML compute instances is part of model hosting. For more information, see Amazon SageMaker Roles: https://docs.aws.amazon.com/sagemaker/latest/dg/sagemaker-roles.html. To be able to pass this role to Amazon SageMaker, the caller of this API must have the iam:PassRole permission. Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-model.html#cfn-sagemaker-model-executionrolearn PrimitiveType: String UpdateType: Immutable .PARAMETER EnableNetworkIsolation Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-model.html#cfn-sagemaker-model-enablenetworkisolation PrimitiveType: Boolean UpdateType: Immutable .PARAMETER PrimaryContainer The location of the primary docker image containing inference code, associated artifacts, and custom environment map that the inference code uses when the model is deployed for predictions. Type: ContainerDefinition Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-model.html#cfn-sagemaker-model-primarycontainer UpdateType: Immutable .PARAMETER ModelName The name of the new model. Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-model.html#cfn-sagemaker-model-modelname PrimitiveType: String UpdateType: Immutable .PARAMETER VpcConfig A VpcConfig: https://docs.aws.amazon.com/sagemaker/latest/dg/API_VpcConfig.html object that specifies the VPC that you want your model to connect to. Control access to and from your model container by configuring the VPC. VpcConfig is used in hosting services and in batch transform. For more information, see Protect Endpoints by Using an Amazon Virtual Private Cloud: https://docs.aws.amazon.com/sagemaker/latest/dg/host-vpc.html and Protect Data in Batch Transform Jobs by Using an Amazon Virtual Private Cloud: https://docs.aws.amazon.com/sagemaker/latest/dg/batch-vpc.html. Type: VpcConfig Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-model.html#cfn-sagemaker-model-vpcconfig UpdateType: Immutable .PARAMETER Containers Specifies the containers in the inference pipeline. Type: List Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-model.html#cfn-sagemaker-model-containers ItemType: ContainerDefinition UpdateType: Immutable .PARAMETER Tags A list of key-value pairs to apply to this resource. For more information, see Resource Tag: https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-resource-tags.html and Using Cost Allocation Tags: https://docs.aws.amazon.com/awsaccountbilling/latest/aboutv2/cost-alloc-tags.html#allocation-what in the *AWS Billing and Cost Management User Guide*. Type: List Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-model.html#cfn-sagemaker-model-tags ItemType: Tag UpdateType: Mutable .PARAMETER DeletionPolicy With the DeletionPolicy attribute you can preserve or (in some cases) backup a resource when its stack is deleted. You specify a DeletionPolicy attribute for each resource that you want to control. If a resource has no DeletionPolicy attribute, AWS CloudFormation deletes the resource by default. To keep a resource when its stack is deleted, specify Retain for that resource. You can use retain for any resource. For example, you can retain a nested stack, S3 bucket, or EC2 instance so that you can continue to use or modify those resources after you delete their stacks. You must use one of the following options: "Delete","Retain","Snapshot" .PARAMETER UpdateReplacePolicy Use the UpdateReplacePolicy attribute to retain or (in some cases) backup the existing physical instance of a resource when it is replaced during a stack update operation. When you initiate a stack update, AWS CloudFormation updates resources based on differences between what you submit and the stack's current template and parameters. If you update a resource property that requires that the resource be replaced, AWS CloudFormation recreates the resource during the update. Recreating the resource generates a new physical ID. AWS CloudFormation creates the replacement resource first, and then changes references from other dependent resources to point to the replacement resource. By default, AWS CloudFormation then deletes the old resource. Using the UpdateReplacePolicy, you can specify that AWS CloudFormation retain or (in some cases) create a snapshot of the old resource. For resources that support snapshots, such as AWS::EC2::Volume, specify Snapshot to have AWS CloudFormation create a snapshot before deleting the old resource instance. You can apply the UpdateReplacePolicy attribute to any resource. UpdateReplacePolicy is only executed if you update a resource property whose update behavior is specified as Replacement, thereby causing AWS CloudFormation to replace the old resource with a new one with a new physical ID. For example, if you update the Engine property of an AWS::RDS::DBInstance resource type, AWS CloudFormation creates a new resource and replaces the current DB instance resource with the new one. The UpdateReplacePolicy attribute would then dictate whether AWS CloudFormation deleted, retained, or created a snapshot of the old DB instance. The update behavior for each property of a resource is specified in the reference topic for that resource in the AWS Resource and Property Types Reference. For more information on resource update behavior, see Update Behaviors of Stack Resources. The UpdateReplacePolicy attribute applies to stack updates you perform directly, as well as stack updates performed using change sets. Note Resources that are retained continue to exist and continue to incur applicable charges until you delete those resources. Snapshots that are created with this policy continue to exist and continue to incur applicable charges until you delete those snapshots. UpdateReplacePolicy retains the old physical resource or snapshot, but removes it from AWS CloudFormation's scope. UpdateReplacePolicy differs from the DeletionPolicy attribute in that it only applies to resources replaced during stack updates. Use DeletionPolicy for resources deleted when a stack is deleted, or when the resource definition itself is deleted from the template as part of a stack update. You must use one of the following options: "Delete","Retain","Snapshot" .PARAMETER DependsOn With the DependsOn attribute you can specify that the creation of a specific resource follows another. When you add a DependsOn attribute to a resource, that resource is created only after the creation of the resource specified in the DependsOn attribute. This parameter takes a string or list of strings representing Logical IDs of resources that must be created prior to this resource being created. .PARAMETER Metadata The Metadata attribute enables you to associate structured data with a resource. By adding a Metadata attribute to a resource, you can add data in JSON or YAML to the resource declaration. In addition, you can use intrinsic functions (such as GetAtt and Ref), parameters, and pseudo parameters within the Metadata attribute to add those interpreted values. This will be returned when describing the resource using AWS CLI. .PARAMETER UpdatePolicy Use the UpdatePolicy attribute to specify how AWS CloudFormation handles updates to the AWS::AutoScaling::AutoScalingGroup resource. AWS CloudFormation invokes one of three update policies depending on the type of change you make or whether a scheduled action is associated with the Auto Scaling group. You must use the "Add-UpdatePolicy" function or the [UpdatePolicy] class here. .PARAMETER Condition Logical ID of the condition that this resource needs to be true in order for this resource to be provisioned. .FUNCTIONALITY Vaporshell #> [OutputType([SageMakerModel])] [cmdletbinding()] Param( [parameter(Mandatory = $true,Position = 0)] [ValidateLogicalId()] [string] $LogicalId, [parameter(Mandatory = $true)] [object] $ExecutionRoleArn, [parameter(Mandatory = $false)] [object] $EnableNetworkIsolation, [parameter(Mandatory = $false)] $PrimaryContainer, [parameter(Mandatory = $false)] [object] $ModelName, [parameter(Mandatory = $false)] $VpcConfig, [parameter(Mandatory = $false)] [object] $Containers, [TransformTag()] [object] [parameter(Mandatory = $false)] $Tags, [parameter()] [DeletionPolicy] $DeletionPolicy, [parameter()] [UpdateReplacePolicy] $UpdateReplacePolicy, [parameter(Mandatory = $false)] [string[]] $DependsOn, [parameter(Mandatory = $false)] [VSJson] $Metadata, [parameter(Mandatory = $false)] [UpdatePolicy] $UpdatePolicy, [parameter(Mandatory = $false)] [string] $Condition ) Process { $obj = [SageMakerModel]::new($PSBoundParameters) Write-Debug "$($MyInvocation.MyCommand) PSBoundParameters:`n$($PSBoundParameters | ConvertTo-Json -Depth 20 | Format-Json)" Write-Verbose "Resulting object from $($MyInvocation.MyCommand): `n$($obj.ToJson() | Format-Json)" $obj } } Export-ModuleMember -Function 'New-VSSageMakerModel' function New-VSSageMakerModelBiasJobDefinition { <# .SYNOPSIS Adds an AWS::SageMaker::ModelBiasJobDefinition resource to the template. .DESCRIPTION Adds an AWS::SageMaker::ModelBiasJobDefinition resource to the template. .LINK http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelbiasjobdefinition.html .PARAMETER LogicalId The logical ID must be alphanumeric (A-Za-z0-9) and unique within the template. Use the logical name to reference the resource in other parts of the template. For example, if you want to map an Amazon Elastic Block Store volume to an Amazon EC2 instance, you reference the logical IDs to associate the block stores with the instance. .PARAMETER JobDefinitionName Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelbiasjobdefinition.html#cfn-sagemaker-modelbiasjobdefinition-jobdefinitionname UpdateType: Immutable PrimitiveType: String .PARAMETER ModelBiasBaselineConfig Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelbiasjobdefinition.html#cfn-sagemaker-modelbiasjobdefinition-modelbiasbaselineconfig UpdateType: Immutable Type: ModelBiasBaselineConfig .PARAMETER ModelBiasAppSpecification Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelbiasjobdefinition.html#cfn-sagemaker-modelbiasjobdefinition-modelbiasappspecification UpdateType: Immutable Type: ModelBiasAppSpecification .PARAMETER ModelBiasJobInput Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelbiasjobdefinition.html#cfn-sagemaker-modelbiasjobdefinition-modelbiasjobinput UpdateType: Immutable Type: ModelBiasJobInput .PARAMETER ModelBiasJobOutputConfig Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelbiasjobdefinition.html#cfn-sagemaker-modelbiasjobdefinition-modelbiasjoboutputconfig UpdateType: Immutable Type: MonitoringOutputConfig .PARAMETER JobResources Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelbiasjobdefinition.html#cfn-sagemaker-modelbiasjobdefinition-jobresources UpdateType: Immutable Type: MonitoringResources .PARAMETER NetworkConfig Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelbiasjobdefinition.html#cfn-sagemaker-modelbiasjobdefinition-networkconfig UpdateType: Immutable Type: NetworkConfig .PARAMETER RoleArn Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelbiasjobdefinition.html#cfn-sagemaker-modelbiasjobdefinition-rolearn UpdateType: Immutable PrimitiveType: String .PARAMETER StoppingCondition Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelbiasjobdefinition.html#cfn-sagemaker-modelbiasjobdefinition-stoppingcondition UpdateType: Immutable Type: StoppingCondition .PARAMETER Tags Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelbiasjobdefinition.html#cfn-sagemaker-modelbiasjobdefinition-tags UpdateType: Immutable Type: List ItemType: Tag .PARAMETER DeletionPolicy With the DeletionPolicy attribute you can preserve or (in some cases) backup a resource when its stack is deleted. You specify a DeletionPolicy attribute for each resource that you want to control. If a resource has no DeletionPolicy attribute, AWS CloudFormation deletes the resource by default. To keep a resource when its stack is deleted, specify Retain for that resource. You can use retain for any resource. For example, you can retain a nested stack, S3 bucket, or EC2 instance so that you can continue to use or modify those resources after you delete their stacks. You must use one of the following options: "Delete","Retain","Snapshot" .PARAMETER UpdateReplacePolicy Use the UpdateReplacePolicy attribute to retain or (in some cases) backup the existing physical instance of a resource when it is replaced during a stack update operation. When you initiate a stack update, AWS CloudFormation updates resources based on differences between what you submit and the stack's current template and parameters. If you update a resource property that requires that the resource be replaced, AWS CloudFormation recreates the resource during the update. Recreating the resource generates a new physical ID. AWS CloudFormation creates the replacement resource first, and then changes references from other dependent resources to point to the replacement resource. By default, AWS CloudFormation then deletes the old resource. Using the UpdateReplacePolicy, you can specify that AWS CloudFormation retain or (in some cases) create a snapshot of the old resource. For resources that support snapshots, such as AWS::EC2::Volume, specify Snapshot to have AWS CloudFormation create a snapshot before deleting the old resource instance. You can apply the UpdateReplacePolicy attribute to any resource. UpdateReplacePolicy is only executed if you update a resource property whose update behavior is specified as Replacement, thereby causing AWS CloudFormation to replace the old resource with a new one with a new physical ID. For example, if you update the Engine property of an AWS::RDS::DBInstance resource type, AWS CloudFormation creates a new resource and replaces the current DB instance resource with the new one. The UpdateReplacePolicy attribute would then dictate whether AWS CloudFormation deleted, retained, or created a snapshot of the old DB instance. The update behavior for each property of a resource is specified in the reference topic for that resource in the AWS Resource and Property Types Reference. For more information on resource update behavior, see Update Behaviors of Stack Resources. The UpdateReplacePolicy attribute applies to stack updates you perform directly, as well as stack updates performed using change sets. Note Resources that are retained continue to exist and continue to incur applicable charges until you delete those resources. Snapshots that are created with this policy continue to exist and continue to incur applicable charges until you delete those snapshots. UpdateReplacePolicy retains the old physical resource or snapshot, but removes it from AWS CloudFormation's scope. UpdateReplacePolicy differs from the DeletionPolicy attribute in that it only applies to resources replaced during stack updates. Use DeletionPolicy for resources deleted when a stack is deleted, or when the resource definition itself is deleted from the template as part of a stack update. You must use one of the following options: "Delete","Retain","Snapshot" .PARAMETER DependsOn With the DependsOn attribute you can specify that the creation of a specific resource follows another. When you add a DependsOn attribute to a resource, that resource is created only after the creation of the resource specified in the DependsOn attribute. This parameter takes a string or list of strings representing Logical IDs of resources that must be created prior to this resource being created. .PARAMETER Metadata The Metadata attribute enables you to associate structured data with a resource. By adding a Metadata attribute to a resource, you can add data in JSON or YAML to the resource declaration. In addition, you can use intrinsic functions (such as GetAtt and Ref), parameters, and pseudo parameters within the Metadata attribute to add those interpreted values. This will be returned when describing the resource using AWS CLI. .PARAMETER UpdatePolicy Use the UpdatePolicy attribute to specify how AWS CloudFormation handles updates to the AWS::AutoScaling::AutoScalingGroup resource. AWS CloudFormation invokes one of three update policies depending on the type of change you make or whether a scheduled action is associated with the Auto Scaling group. You must use the "Add-UpdatePolicy" function or the [UpdatePolicy] class here. .PARAMETER Condition Logical ID of the condition that this resource needs to be true in order for this resource to be provisioned. .FUNCTIONALITY Vaporshell #> [OutputType([SageMakerModelBiasJobDefinition])] [cmdletbinding()] Param( [parameter(Mandatory = $true,Position = 0)] [ValidateLogicalId()] [string] $LogicalId, [parameter(Mandatory = $false)] [object] $JobDefinitionName, [parameter(Mandatory = $false)] $ModelBiasBaselineConfig, [parameter(Mandatory = $true)] $ModelBiasAppSpecification, [parameter(Mandatory = $true)] $ModelBiasJobInput, [parameter(Mandatory = $true)] $ModelBiasJobOutputConfig, [parameter(Mandatory = $true)] $JobResources, [parameter(Mandatory = $false)] $NetworkConfig, [parameter(Mandatory = $true)] [object] $RoleArn, [parameter(Mandatory = $false)] $StoppingCondition, [TransformTag()] [object] [parameter(Mandatory = $false)] $Tags, [parameter()] [DeletionPolicy] $DeletionPolicy, [parameter()] [UpdateReplacePolicy] $UpdateReplacePolicy, [parameter(Mandatory = $false)] [string[]] $DependsOn, [parameter(Mandatory = $false)] [VSJson] $Metadata, [parameter(Mandatory = $false)] [UpdatePolicy] $UpdatePolicy, [parameter(Mandatory = $false)] [string] $Condition ) Process { $obj = [SageMakerModelBiasJobDefinition]::new($PSBoundParameters) Write-Debug "$($MyInvocation.MyCommand) PSBoundParameters:`n$($PSBoundParameters | ConvertTo-Json -Depth 20 | Format-Json)" Write-Verbose "Resulting object from $($MyInvocation.MyCommand): `n$($obj.ToJson() | Format-Json)" $obj } } Export-ModuleMember -Function 'New-VSSageMakerModelBiasJobDefinition' function New-VSSageMakerModelExplainabilityJobDefinition { <# .SYNOPSIS Adds an AWS::SageMaker::ModelExplainabilityJobDefinition resource to the template. .DESCRIPTION Adds an AWS::SageMaker::ModelExplainabilityJobDefinition resource to the template. .LINK http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelexplainabilityjobdefinition.html .PARAMETER LogicalId The logical ID must be alphanumeric (A-Za-z0-9) and unique within the template. Use the logical name to reference the resource in other parts of the template. For example, if you want to map an Amazon Elastic Block Store volume to an Amazon EC2 instance, you reference the logical IDs to associate the block stores with the instance. .PARAMETER JobDefinitionName Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelexplainabilityjobdefinition.html#cfn-sagemaker-modelexplainabilityjobdefinition-jobdefinitionname UpdateType: Immutable PrimitiveType: String .PARAMETER ModelExplainabilityBaselineConfig Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelexplainabilityjobdefinition.html#cfn-sagemaker-modelexplainabilityjobdefinition-modelexplainabilitybaselineconfig UpdateType: Immutable Type: ModelExplainabilityBaselineConfig .PARAMETER ModelExplainabilityAppSpecification Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelexplainabilityjobdefinition.html#cfn-sagemaker-modelexplainabilityjobdefinition-modelexplainabilityappspecification UpdateType: Immutable Type: ModelExplainabilityAppSpecification .PARAMETER ModelExplainabilityJobInput Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelexplainabilityjobdefinition.html#cfn-sagemaker-modelexplainabilityjobdefinition-modelexplainabilityjobinput UpdateType: Immutable Type: ModelExplainabilityJobInput .PARAMETER ModelExplainabilityJobOutputConfig Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelexplainabilityjobdefinition.html#cfn-sagemaker-modelexplainabilityjobdefinition-modelexplainabilityjoboutputconfig UpdateType: Immutable Type: MonitoringOutputConfig .PARAMETER JobResources Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelexplainabilityjobdefinition.html#cfn-sagemaker-modelexplainabilityjobdefinition-jobresources UpdateType: Immutable Type: MonitoringResources .PARAMETER NetworkConfig Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelexplainabilityjobdefinition.html#cfn-sagemaker-modelexplainabilityjobdefinition-networkconfig UpdateType: Immutable Type: NetworkConfig .PARAMETER RoleArn Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelexplainabilityjobdefinition.html#cfn-sagemaker-modelexplainabilityjobdefinition-rolearn UpdateType: Immutable PrimitiveType: String .PARAMETER StoppingCondition Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelexplainabilityjobdefinition.html#cfn-sagemaker-modelexplainabilityjobdefinition-stoppingcondition UpdateType: Immutable Type: StoppingCondition .PARAMETER Tags Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelexplainabilityjobdefinition.html#cfn-sagemaker-modelexplainabilityjobdefinition-tags UpdateType: Immutable Type: List ItemType: Tag .PARAMETER DeletionPolicy With the DeletionPolicy attribute you can preserve or (in some cases) backup a resource when its stack is deleted. You specify a DeletionPolicy attribute for each resource that you want to control. If a resource has no DeletionPolicy attribute, AWS CloudFormation deletes the resource by default. To keep a resource when its stack is deleted, specify Retain for that resource. You can use retain for any resource. For example, you can retain a nested stack, S3 bucket, or EC2 instance so that you can continue to use or modify those resources after you delete their stacks. You must use one of the following options: "Delete","Retain","Snapshot" .PARAMETER UpdateReplacePolicy Use the UpdateReplacePolicy attribute to retain or (in some cases) backup the existing physical instance of a resource when it is replaced during a stack update operation. When you initiate a stack update, AWS CloudFormation updates resources based on differences between what you submit and the stack's current template and parameters. If you update a resource property that requires that the resource be replaced, AWS CloudFormation recreates the resource during the update. Recreating the resource generates a new physical ID. AWS CloudFormation creates the replacement resource first, and then changes references from other dependent resources to point to the replacement resource. By default, AWS CloudFormation then deletes the old resource. Using the UpdateReplacePolicy, you can specify that AWS CloudFormation retain or (in some cases) create a snapshot of the old resource. For resources that support snapshots, such as AWS::EC2::Volume, specify Snapshot to have AWS CloudFormation create a snapshot before deleting the old resource instance. You can apply the UpdateReplacePolicy attribute to any resource. UpdateReplacePolicy is only executed if you update a resource property whose update behavior is specified as Replacement, thereby causing AWS CloudFormation to replace the old resource with a new one with a new physical ID. For example, if you update the Engine property of an AWS::RDS::DBInstance resource type, AWS CloudFormation creates a new resource and replaces the current DB instance resource with the new one. The UpdateReplacePolicy attribute would then dictate whether AWS CloudFormation deleted, retained, or created a snapshot of the old DB instance. The update behavior for each property of a resource is specified in the reference topic for that resource in the AWS Resource and Property Types Reference. For more information on resource update behavior, see Update Behaviors of Stack Resources. The UpdateReplacePolicy attribute applies to stack updates you perform directly, as well as stack updates performed using change sets. Note Resources that are retained continue to exist and continue to incur applicable charges until you delete those resources. Snapshots that are created with this policy continue to exist and continue to incur applicable charges until you delete those snapshots. UpdateReplacePolicy retains the old physical resource or snapshot, but removes it from AWS CloudFormation's scope. UpdateReplacePolicy differs from the DeletionPolicy attribute in that it only applies to resources replaced during stack updates. Use DeletionPolicy for resources deleted when a stack is deleted, or when the resource definition itself is deleted from the template as part of a stack update. You must use one of the following options: "Delete","Retain","Snapshot" .PARAMETER DependsOn With the DependsOn attribute you can specify that the creation of a specific resource follows another. When you add a DependsOn attribute to a resource, that resource is created only after the creation of the resource specified in the DependsOn attribute. This parameter takes a string or list of strings representing Logical IDs of resources that must be created prior to this resource being created. .PARAMETER Metadata The Metadata attribute enables you to associate structured data with a resource. By adding a Metadata attribute to a resource, you can add data in JSON or YAML to the resource declaration. In addition, you can use intrinsic functions (such as GetAtt and Ref), parameters, and pseudo parameters within the Metadata attribute to add those interpreted values. This will be returned when describing the resource using AWS CLI. .PARAMETER UpdatePolicy Use the UpdatePolicy attribute to specify how AWS CloudFormation handles updates to the AWS::AutoScaling::AutoScalingGroup resource. AWS CloudFormation invokes one of three update policies depending on the type of change you make or whether a scheduled action is associated with the Auto Scaling group. You must use the "Add-UpdatePolicy" function or the [UpdatePolicy] class here. .PARAMETER Condition Logical ID of the condition that this resource needs to be true in order for this resource to be provisioned. .FUNCTIONALITY Vaporshell #> [OutputType([SageMakerModelExplainabilityJobDefinition])] [cmdletbinding()] Param( [parameter(Mandatory = $true,Position = 0)] [ValidateLogicalId()] [string] $LogicalId, [parameter(Mandatory = $false)] [object] $JobDefinitionName, [parameter(Mandatory = $false)] $ModelExplainabilityBaselineConfig, [parameter(Mandatory = $true)] $ModelExplainabilityAppSpecification, [parameter(Mandatory = $true)] $ModelExplainabilityJobInput, [parameter(Mandatory = $true)] $ModelExplainabilityJobOutputConfig, [parameter(Mandatory = $true)] $JobResources, [parameter(Mandatory = $false)] $NetworkConfig, [parameter(Mandatory = $true)] [object] $RoleArn, [parameter(Mandatory = $false)] $StoppingCondition, [TransformTag()] [object] [parameter(Mandatory = $false)] $Tags, [parameter()] [DeletionPolicy] $DeletionPolicy, [parameter()] [UpdateReplacePolicy] $UpdateReplacePolicy, [parameter(Mandatory = $false)] [string[]] $DependsOn, [parameter(Mandatory = $false)] [VSJson] $Metadata, [parameter(Mandatory = $false)] [UpdatePolicy] $UpdatePolicy, [parameter(Mandatory = $false)] [string] $Condition ) Process { $obj = [SageMakerModelExplainabilityJobDefinition]::new($PSBoundParameters) Write-Debug "$($MyInvocation.MyCommand) PSBoundParameters:`n$($PSBoundParameters | ConvertTo-Json -Depth 20 | Format-Json)" Write-Verbose "Resulting object from $($MyInvocation.MyCommand): `n$($obj.ToJson() | Format-Json)" $obj } } Export-ModuleMember -Function 'New-VSSageMakerModelExplainabilityJobDefinition' function New-VSSageMakerModelPackageGroup { <# .SYNOPSIS Adds an AWS::SageMaker::ModelPackageGroup resource to the template. .DESCRIPTION Adds an AWS::SageMaker::ModelPackageGroup resource to the template. .LINK http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelpackagegroup.html .PARAMETER LogicalId The logical ID must be alphanumeric (A-Za-z0-9) and unique within the template. Use the logical name to reference the resource in other parts of the template. For example, if you want to map an Amazon Elastic Block Store volume to an Amazon EC2 instance, you reference the logical IDs to associate the block stores with the instance. .PARAMETER Tags Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelpackagegroup.html#cfn-sagemaker-modelpackagegroup-tags UpdateType: Mutable Type: List ItemType: Tag .PARAMETER ModelPackageGroupName Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelpackagegroup.html#cfn-sagemaker-modelpackagegroup-modelpackagegroupname UpdateType: Immutable PrimitiveType: String .PARAMETER ModelPackageGroupDescription Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelpackagegroup.html#cfn-sagemaker-modelpackagegroup-modelpackagegroupdescription UpdateType: Immutable PrimitiveType: String .PARAMETER ModelPackageGroupPolicy Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelpackagegroup.html#cfn-sagemaker-modelpackagegroup-modelpackagegrouppolicy UpdateType: Mutable PrimitiveType: Json .PARAMETER DeletionPolicy With the DeletionPolicy attribute you can preserve or (in some cases) backup a resource when its stack is deleted. You specify a DeletionPolicy attribute for each resource that you want to control. If a resource has no DeletionPolicy attribute, AWS CloudFormation deletes the resource by default. To keep a resource when its stack is deleted, specify Retain for that resource. You can use retain for any resource. For example, you can retain a nested stack, S3 bucket, or EC2 instance so that you can continue to use or modify those resources after you delete their stacks. You must use one of the following options: "Delete","Retain","Snapshot" .PARAMETER UpdateReplacePolicy Use the UpdateReplacePolicy attribute to retain or (in some cases) backup the existing physical instance of a resource when it is replaced during a stack update operation. When you initiate a stack update, AWS CloudFormation updates resources based on differences between what you submit and the stack's current template and parameters. If you update a resource property that requires that the resource be replaced, AWS CloudFormation recreates the resource during the update. Recreating the resource generates a new physical ID. AWS CloudFormation creates the replacement resource first, and then changes references from other dependent resources to point to the replacement resource. By default, AWS CloudFormation then deletes the old resource. Using the UpdateReplacePolicy, you can specify that AWS CloudFormation retain or (in some cases) create a snapshot of the old resource. For resources that support snapshots, such as AWS::EC2::Volume, specify Snapshot to have AWS CloudFormation create a snapshot before deleting the old resource instance. You can apply the UpdateReplacePolicy attribute to any resource. UpdateReplacePolicy is only executed if you update a resource property whose update behavior is specified as Replacement, thereby causing AWS CloudFormation to replace the old resource with a new one with a new physical ID. For example, if you update the Engine property of an AWS::RDS::DBInstance resource type, AWS CloudFormation creates a new resource and replaces the current DB instance resource with the new one. The UpdateReplacePolicy attribute would then dictate whether AWS CloudFormation deleted, retained, or created a snapshot of the old DB instance. The update behavior for each property of a resource is specified in the reference topic for that resource in the AWS Resource and Property Types Reference. For more information on resource update behavior, see Update Behaviors of Stack Resources. The UpdateReplacePolicy attribute applies to stack updates you perform directly, as well as stack updates performed using change sets. Note Resources that are retained continue to exist and continue to incur applicable charges until you delete those resources. Snapshots that are created with this policy continue to exist and continue to incur applicable charges until you delete those snapshots. UpdateReplacePolicy retains the old physical resource or snapshot, but removes it from AWS CloudFormation's scope. UpdateReplacePolicy differs from the DeletionPolicy attribute in that it only applies to resources replaced during stack updates. Use DeletionPolicy for resources deleted when a stack is deleted, or when the resource definition itself is deleted from the template as part of a stack update. You must use one of the following options: "Delete","Retain","Snapshot" .PARAMETER DependsOn With the DependsOn attribute you can specify that the creation of a specific resource follows another. When you add a DependsOn attribute to a resource, that resource is created only after the creation of the resource specified in the DependsOn attribute. This parameter takes a string or list of strings representing Logical IDs of resources that must be created prior to this resource being created. .PARAMETER Metadata The Metadata attribute enables you to associate structured data with a resource. By adding a Metadata attribute to a resource, you can add data in JSON or YAML to the resource declaration. In addition, you can use intrinsic functions (such as GetAtt and Ref), parameters, and pseudo parameters within the Metadata attribute to add those interpreted values. This will be returned when describing the resource using AWS CLI. .PARAMETER UpdatePolicy Use the UpdatePolicy attribute to specify how AWS CloudFormation handles updates to the AWS::AutoScaling::AutoScalingGroup resource. AWS CloudFormation invokes one of three update policies depending on the type of change you make or whether a scheduled action is associated with the Auto Scaling group. You must use the "Add-UpdatePolicy" function or the [UpdatePolicy] class here. .PARAMETER Condition Logical ID of the condition that this resource needs to be true in order for this resource to be provisioned. .FUNCTIONALITY Vaporshell #> [OutputType([SageMakerModelPackageGroup])] [cmdletbinding()] Param( [parameter(Mandatory = $true,Position = 0)] [ValidateLogicalId()] [string] $LogicalId, [TransformTag()] [object] [parameter(Mandatory = $false)] $Tags, [parameter(Mandatory = $true)] [object] $ModelPackageGroupName, [parameter(Mandatory = $false)] [object] $ModelPackageGroupDescription, [parameter(Mandatory = $false)] [VSJson] $ModelPackageGroupPolicy, [parameter()] [DeletionPolicy] $DeletionPolicy, [parameter()] [UpdateReplacePolicy] $UpdateReplacePolicy, [parameter(Mandatory = $false)] [string[]] $DependsOn, [parameter(Mandatory = $false)] [VSJson] $Metadata, [parameter(Mandatory = $false)] [UpdatePolicy] $UpdatePolicy, [parameter(Mandatory = $false)] [string] $Condition ) Process { $obj = [SageMakerModelPackageGroup]::new($PSBoundParameters) Write-Debug "$($MyInvocation.MyCommand) PSBoundParameters:`n$($PSBoundParameters | ConvertTo-Json -Depth 20 | Format-Json)" Write-Verbose "Resulting object from $($MyInvocation.MyCommand): `n$($obj.ToJson() | Format-Json)" $obj } } Export-ModuleMember -Function 'New-VSSageMakerModelPackageGroup' function New-VSSageMakerModelQualityJobDefinition { <# .SYNOPSIS Adds an AWS::SageMaker::ModelQualityJobDefinition resource to the template. .DESCRIPTION Adds an AWS::SageMaker::ModelQualityJobDefinition resource to the template. .LINK http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelqualityjobdefinition.html .PARAMETER LogicalId The logical ID must be alphanumeric (A-Za-z0-9) and unique within the template. Use the logical name to reference the resource in other parts of the template. For example, if you want to map an Amazon Elastic Block Store volume to an Amazon EC2 instance, you reference the logical IDs to associate the block stores with the instance. .PARAMETER JobDefinitionName Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelqualityjobdefinition.html#cfn-sagemaker-modelqualityjobdefinition-jobdefinitionname UpdateType: Immutable PrimitiveType: String .PARAMETER ModelQualityBaselineConfig Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelqualityjobdefinition.html#cfn-sagemaker-modelqualityjobdefinition-modelqualitybaselineconfig UpdateType: Immutable Type: ModelQualityBaselineConfig .PARAMETER ModelQualityAppSpecification Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelqualityjobdefinition.html#cfn-sagemaker-modelqualityjobdefinition-modelqualityappspecification UpdateType: Immutable Type: ModelQualityAppSpecification .PARAMETER ModelQualityJobInput Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelqualityjobdefinition.html#cfn-sagemaker-modelqualityjobdefinition-modelqualityjobinput UpdateType: Immutable Type: ModelQualityJobInput .PARAMETER ModelQualityJobOutputConfig Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelqualityjobdefinition.html#cfn-sagemaker-modelqualityjobdefinition-modelqualityjoboutputconfig UpdateType: Immutable Type: MonitoringOutputConfig .PARAMETER JobResources Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelqualityjobdefinition.html#cfn-sagemaker-modelqualityjobdefinition-jobresources UpdateType: Immutable Type: MonitoringResources .PARAMETER NetworkConfig Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelqualityjobdefinition.html#cfn-sagemaker-modelqualityjobdefinition-networkconfig UpdateType: Immutable Type: NetworkConfig .PARAMETER RoleArn Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelqualityjobdefinition.html#cfn-sagemaker-modelqualityjobdefinition-rolearn UpdateType: Immutable PrimitiveType: String .PARAMETER StoppingCondition Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelqualityjobdefinition.html#cfn-sagemaker-modelqualityjobdefinition-stoppingcondition UpdateType: Immutable Type: StoppingCondition .PARAMETER Tags Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelqualityjobdefinition.html#cfn-sagemaker-modelqualityjobdefinition-tags UpdateType: Immutable Type: List ItemType: Tag .PARAMETER DeletionPolicy With the DeletionPolicy attribute you can preserve or (in some cases) backup a resource when its stack is deleted. You specify a DeletionPolicy attribute for each resource that you want to control. If a resource has no DeletionPolicy attribute, AWS CloudFormation deletes the resource by default. To keep a resource when its stack is deleted, specify Retain for that resource. You can use retain for any resource. For example, you can retain a nested stack, S3 bucket, or EC2 instance so that you can continue to use or modify those resources after you delete their stacks. You must use one of the following options: "Delete","Retain","Snapshot" .PARAMETER UpdateReplacePolicy Use the UpdateReplacePolicy attribute to retain or (in some cases) backup the existing physical instance of a resource when it is replaced during a stack update operation. When you initiate a stack update, AWS CloudFormation updates resources based on differences between what you submit and the stack's current template and parameters. If you update a resource property that requires that the resource be replaced, AWS CloudFormation recreates the resource during the update. Recreating the resource generates a new physical ID. AWS CloudFormation creates the replacement resource first, and then changes references from other dependent resources to point to the replacement resource. By default, AWS CloudFormation then deletes the old resource. Using the UpdateReplacePolicy, you can specify that AWS CloudFormation retain or (in some cases) create a snapshot of the old resource. For resources that support snapshots, such as AWS::EC2::Volume, specify Snapshot to have AWS CloudFormation create a snapshot before deleting the old resource instance. You can apply the UpdateReplacePolicy attribute to any resource. UpdateReplacePolicy is only executed if you update a resource property whose update behavior is specified as Replacement, thereby causing AWS CloudFormation to replace the old resource with a new one with a new physical ID. For example, if you update the Engine property of an AWS::RDS::DBInstance resource type, AWS CloudFormation creates a new resource and replaces the current DB instance resource with the new one. The UpdateReplacePolicy attribute would then dictate whether AWS CloudFormation deleted, retained, or created a snapshot of the old DB instance. The update behavior for each property of a resource is specified in the reference topic for that resource in the AWS Resource and Property Types Reference. For more information on resource update behavior, see Update Behaviors of Stack Resources. The UpdateReplacePolicy attribute applies to stack updates you perform directly, as well as stack updates performed using change sets. Note Resources that are retained continue to exist and continue to incur applicable charges until you delete those resources. Snapshots that are created with this policy continue to exist and continue to incur applicable charges until you delete those snapshots. UpdateReplacePolicy retains the old physical resource or snapshot, but removes it from AWS CloudFormation's scope. UpdateReplacePolicy differs from the DeletionPolicy attribute in that it only applies to resources replaced during stack updates. Use DeletionPolicy for resources deleted when a stack is deleted, or when the resource definition itself is deleted from the template as part of a stack update. You must use one of the following options: "Delete","Retain","Snapshot" .PARAMETER DependsOn With the DependsOn attribute you can specify that the creation of a specific resource follows another. When you add a DependsOn attribute to a resource, that resource is created only after the creation of the resource specified in the DependsOn attribute. This parameter takes a string or list of strings representing Logical IDs of resources that must be created prior to this resource being created. .PARAMETER Metadata The Metadata attribute enables you to associate structured data with a resource. By adding a Metadata attribute to a resource, you can add data in JSON or YAML to the resource declaration. In addition, you can use intrinsic functions (such as GetAtt and Ref), parameters, and pseudo parameters within the Metadata attribute to add those interpreted values. This will be returned when describing the resource using AWS CLI. .PARAMETER UpdatePolicy Use the UpdatePolicy attribute to specify how AWS CloudFormation handles updates to the AWS::AutoScaling::AutoScalingGroup resource. AWS CloudFormation invokes one of three update policies depending on the type of change you make or whether a scheduled action is associated with the Auto Scaling group. You must use the "Add-UpdatePolicy" function or the [UpdatePolicy] class here. .PARAMETER Condition Logical ID of the condition that this resource needs to be true in order for this resource to be provisioned. .FUNCTIONALITY Vaporshell #> [OutputType([SageMakerModelQualityJobDefinition])] [cmdletbinding()] Param( [parameter(Mandatory = $true,Position = 0)] [ValidateLogicalId()] [string] $LogicalId, [parameter(Mandatory = $false)] [object] $JobDefinitionName, [parameter(Mandatory = $false)] $ModelQualityBaselineConfig, [parameter(Mandatory = $true)] $ModelQualityAppSpecification, [parameter(Mandatory = $true)] $ModelQualityJobInput, [parameter(Mandatory = $true)] $ModelQualityJobOutputConfig, [parameter(Mandatory = $true)] $JobResources, [parameter(Mandatory = $false)] $NetworkConfig, [parameter(Mandatory = $true)] [object] $RoleArn, [parameter(Mandatory = $false)] $StoppingCondition, [TransformTag()] [object] [parameter(Mandatory = $false)] $Tags, [parameter()] [DeletionPolicy] $DeletionPolicy, [parameter()] [UpdateReplacePolicy] $UpdateReplacePolicy, [parameter(Mandatory = $false)] [string[]] $DependsOn, [parameter(Mandatory = $false)] [VSJson] $Metadata, [parameter(Mandatory = $false)] [UpdatePolicy] $UpdatePolicy, [parameter(Mandatory = $false)] [string] $Condition ) Process { $obj = [SageMakerModelQualityJobDefinition]::new($PSBoundParameters) Write-Debug "$($MyInvocation.MyCommand) PSBoundParameters:`n$($PSBoundParameters | ConvertTo-Json -Depth 20 | Format-Json)" Write-Verbose "Resulting object from $($MyInvocation.MyCommand): `n$($obj.ToJson() | Format-Json)" $obj } } Export-ModuleMember -Function 'New-VSSageMakerModelQualityJobDefinition' function New-VSSageMakerMonitoringSchedule { <# .SYNOPSIS Adds an AWS::SageMaker::MonitoringSchedule resource to the template. .DESCRIPTION Adds an AWS::SageMaker::MonitoringSchedule resource to the template. .LINK http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-monitoringschedule.html .PARAMETER LogicalId The logical ID must be alphanumeric (A-Za-z0-9) and unique within the template. Use the logical name to reference the resource in other parts of the template. For example, if you want to map an Amazon Elastic Block Store volume to an Amazon EC2 instance, you reference the logical IDs to associate the block stores with the instance. .PARAMETER MonitoringScheduleName Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-monitoringschedule.html#cfn-sagemaker-monitoringschedule-monitoringschedulename UpdateType: Immutable PrimitiveType: String .PARAMETER MonitoringScheduleConfig Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-monitoringschedule.html#cfn-sagemaker-monitoringschedule-monitoringscheduleconfig UpdateType: Mutable Type: MonitoringScheduleConfig .PARAMETER Tags Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-monitoringschedule.html#cfn-sagemaker-monitoringschedule-tags UpdateType: Mutable Type: List ItemType: Tag .PARAMETER EndpointName Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-monitoringschedule.html#cfn-sagemaker-monitoringschedule-endpointname UpdateType: Mutable PrimitiveType: String .PARAMETER FailureReason Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-monitoringschedule.html#cfn-sagemaker-monitoringschedule-failurereason UpdateType: Mutable PrimitiveType: String .PARAMETER LastMonitoringExecutionSummary Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-monitoringschedule.html#cfn-sagemaker-monitoringschedule-lastmonitoringexecutionsummary UpdateType: Mutable Type: MonitoringExecutionSummary .PARAMETER MonitoringScheduleStatus Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-monitoringschedule.html#cfn-sagemaker-monitoringschedule-monitoringschedulestatus UpdateType: Mutable PrimitiveType: String .PARAMETER DeletionPolicy With the DeletionPolicy attribute you can preserve or (in some cases) backup a resource when its stack is deleted. You specify a DeletionPolicy attribute for each resource that you want to control. If a resource has no DeletionPolicy attribute, AWS CloudFormation deletes the resource by default. To keep a resource when its stack is deleted, specify Retain for that resource. You can use retain for any resource. For example, you can retain a nested stack, S3 bucket, or EC2 instance so that you can continue to use or modify those resources after you delete their stacks. You must use one of the following options: "Delete","Retain","Snapshot" .PARAMETER UpdateReplacePolicy Use the UpdateReplacePolicy attribute to retain or (in some cases) backup the existing physical instance of a resource when it is replaced during a stack update operation. When you initiate a stack update, AWS CloudFormation updates resources based on differences between what you submit and the stack's current template and parameters. If you update a resource property that requires that the resource be replaced, AWS CloudFormation recreates the resource during the update. Recreating the resource generates a new physical ID. AWS CloudFormation creates the replacement resource first, and then changes references from other dependent resources to point to the replacement resource. By default, AWS CloudFormation then deletes the old resource. Using the UpdateReplacePolicy, you can specify that AWS CloudFormation retain or (in some cases) create a snapshot of the old resource. For resources that support snapshots, such as AWS::EC2::Volume, specify Snapshot to have AWS CloudFormation create a snapshot before deleting the old resource instance. You can apply the UpdateReplacePolicy attribute to any resource. UpdateReplacePolicy is only executed if you update a resource property whose update behavior is specified as Replacement, thereby causing AWS CloudFormation to replace the old resource with a new one with a new physical ID. For example, if you update the Engine property of an AWS::RDS::DBInstance resource type, AWS CloudFormation creates a new resource and replaces the current DB instance resource with the new one. The UpdateReplacePolicy attribute would then dictate whether AWS CloudFormation deleted, retained, or created a snapshot of the old DB instance. The update behavior for each property of a resource is specified in the reference topic for that resource in the AWS Resource and Property Types Reference. For more information on resource update behavior, see Update Behaviors of Stack Resources. The UpdateReplacePolicy attribute applies to stack updates you perform directly, as well as stack updates performed using change sets. Note Resources that are retained continue to exist and continue to incur applicable charges until you delete those resources. Snapshots that are created with this policy continue to exist and continue to incur applicable charges until you delete those snapshots. UpdateReplacePolicy retains the old physical resource or snapshot, but removes it from AWS CloudFormation's scope. UpdateReplacePolicy differs from the DeletionPolicy attribute in that it only applies to resources replaced during stack updates. Use DeletionPolicy for resources deleted when a stack is deleted, or when the resource definition itself is deleted from the template as part of a stack update. You must use one of the following options: "Delete","Retain","Snapshot" .PARAMETER DependsOn With the DependsOn attribute you can specify that the creation of a specific resource follows another. When you add a DependsOn attribute to a resource, that resource is created only after the creation of the resource specified in the DependsOn attribute. This parameter takes a string or list of strings representing Logical IDs of resources that must be created prior to this resource being created. .PARAMETER Metadata The Metadata attribute enables you to associate structured data with a resource. By adding a Metadata attribute to a resource, you can add data in JSON or YAML to the resource declaration. In addition, you can use intrinsic functions (such as GetAtt and Ref), parameters, and pseudo parameters within the Metadata attribute to add those interpreted values. This will be returned when describing the resource using AWS CLI. .PARAMETER UpdatePolicy Use the UpdatePolicy attribute to specify how AWS CloudFormation handles updates to the AWS::AutoScaling::AutoScalingGroup resource. AWS CloudFormation invokes one of three update policies depending on the type of change you make or whether a scheduled action is associated with the Auto Scaling group. You must use the "Add-UpdatePolicy" function or the [UpdatePolicy] class here. .PARAMETER Condition Logical ID of the condition that this resource needs to be true in order for this resource to be provisioned. .FUNCTIONALITY Vaporshell #> [OutputType([SageMakerMonitoringSchedule])] [cmdletbinding()] Param( [parameter(Mandatory = $true,Position = 0)] [ValidateLogicalId()] [string] $LogicalId, [parameter(Mandatory = $true)] [object] $MonitoringScheduleName, [parameter(Mandatory = $true)] $MonitoringScheduleConfig, [TransformTag()] [object] [parameter(Mandatory = $false)] $Tags, [parameter(Mandatory = $false)] [object] $EndpointName, [parameter(Mandatory = $false)] [object] $FailureReason, [parameter(Mandatory = $false)] $LastMonitoringExecutionSummary, [parameter(Mandatory = $false)] [object] $MonitoringScheduleStatus, [parameter()] [DeletionPolicy] $DeletionPolicy, [parameter()] [UpdateReplacePolicy] $UpdateReplacePolicy, [parameter(Mandatory = $false)] [string[]] $DependsOn, [parameter(Mandatory = $false)] [VSJson] $Metadata, [parameter(Mandatory = $false)] [UpdatePolicy] $UpdatePolicy, [parameter(Mandatory = $false)] [string] $Condition ) Process { $obj = [SageMakerMonitoringSchedule]::new($PSBoundParameters) Write-Debug "$($MyInvocation.MyCommand) PSBoundParameters:`n$($PSBoundParameters | ConvertTo-Json -Depth 20 | Format-Json)" Write-Verbose "Resulting object from $($MyInvocation.MyCommand): `n$($obj.ToJson() | Format-Json)" $obj } } Export-ModuleMember -Function 'New-VSSageMakerMonitoringSchedule' function New-VSSageMakerNotebookInstance { <# .SYNOPSIS Adds an AWS::SageMaker::NotebookInstance resource to the template. The AWS::SageMaker::NotebookInstance resource creates an Amazon SageMaker notebook instance. A notebook instance is a machine learning (ML compute instance running on a Jupyter notebook. For more information, see Use Notebook Instances: https://docs.aws.amazon.com/sagemaker/latest/dg/nbi.html. .DESCRIPTION Adds an AWS::SageMaker::NotebookInstance resource to the template. The AWS::SageMaker::NotebookInstance resource creates an Amazon SageMaker notebook instance. A notebook instance is a machine learning (ML compute instance running on a Jupyter notebook. For more information, see Use Notebook Instances: https://docs.aws.amazon.com/sagemaker/latest/dg/nbi.html. .LINK http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-notebookinstance.html .PARAMETER LogicalId The logical ID must be alphanumeric (A-Za-z0-9) and unique within the template. Use the logical name to reference the resource in other parts of the template. For example, if you want to map an Amazon Elastic Block Store volume to an Amazon EC2 instance, you reference the logical IDs to associate the block stores with the instance. .PARAMETER KmsKeyId The Amazon Resource Name ARN of a AWS Key Management Service key that Amazon SageMaker uses to encrypt data on the storage volume attached to your notebook instance. The KMS key you provide must be enabled. For information, see Enabling and Disabling Keys: https://docs.aws.amazon.com/kms/latest/developerguide/enabling-keys.html in the *AWS Key Management Service Developer Guide*. Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-notebookinstance.html#cfn-sagemaker-notebookinstance-kmskeyid PrimitiveType: String UpdateType: Immutable .PARAMETER VolumeSizeInGB The size, in GB, of the ML storage volume to attach to the notebook instance. The default value is 5 GB. Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-notebookinstance.html#cfn-sagemaker-notebookinstance-volumesizeingb PrimitiveType: Integer UpdateType: Mutable .PARAMETER AdditionalCodeRepositories An array of up to three Git repositories associated with the notebook instance. These can be either the names of Git repositories stored as resources in your account, or the URL of Git repositories in AWS CodeCommit: https://docs.aws.amazon.com/codecommit/latest/userguide/welcome.html or in any other Git repository. These repositories are cloned at the same level as the default repository of your notebook instance. For more information, see Associating Git Repositories with Amazon SageMaker Notebook Instances: https://docs.aws.amazon.com/sagemaker/latest/dg/nbi-git-repo.html. PrimitiveItemType: String Type: List Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-notebookinstance.html#cfn-sagemaker-notebookinstance-additionalcoderepositories UpdateType: Mutable .PARAMETER DefaultCodeRepository The Git repository associated with the notebook instance as its default code repository. This can be either the name of a Git repository stored as a resource in your account, or the URL of a Git repository in AWS CodeCommit: https://docs.aws.amazon.com/codecommit/latest/userguide/welcome.html or in any other Git repository. When you open a notebook instance, it opens in the directory that contains this repository. For more information, see Associating Git Repositories with Amazon SageMaker Notebook Instances: https://docs.aws.amazon.com/sagemaker/latest/dg/nbi-git-repo.html. Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-notebookinstance.html#cfn-sagemaker-notebookinstance-defaultcoderepository PrimitiveType: String UpdateType: Mutable .PARAMETER DirectInternetAccess Sets whether Amazon SageMaker provides internet access to the notebook instance. If you set this to Disabled this notebook instance will be able to access resources only in your VPC, and will not be able to connect to Amazon SageMaker training and endpoint services unless your configure a NAT Gateway in your VPC. For more information, see Notebook Instances Are Internet-Enabled by Default: https://docs.aws.amazon.com/sagemaker/latest/dg/appendix-additional-considerations.html#appendix-notebook-and-internet-access. You can set the value of this parameter to Disabled only if you set a value for the SubnetId parameter. Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-notebookinstance.html#cfn-sagemaker-notebookinstance-directinternetaccess PrimitiveType: String UpdateType: Immutable .PARAMETER AcceleratorTypes Not currently supported by AWS CloudFormation. PrimitiveItemType: String Type: List Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-notebookinstance.html#cfn-sagemaker-notebookinstance-acceleratortypes UpdateType: Mutable .PARAMETER SubnetId The ID of the subnet in a VPC to which you would like to have a connectivity from your ML compute instance. Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-notebookinstance.html#cfn-sagemaker-notebookinstance-subnetid PrimitiveType: String UpdateType: Immutable .PARAMETER SecurityGroupIds The VPC security group IDs, in the form sg-xxxxxxxx. The security groups must be for the same VPC as specified in the subnet. PrimitiveItemType: String Type: List Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-notebookinstance.html#cfn-sagemaker-notebookinstance-securitygroupids UpdateType: Immutable .PARAMETER RoleArn When you send any requests to AWS resources from the notebook instance, Amazon SageMaker assumes this role to perform tasks on your behalf. You must grant this role necessary permissions so Amazon SageMaker can perform these tasks. The policy must allow the Amazon SageMaker service principal sagemaker.amazonaws.com permissions to assume this role. For more information, see Amazon SageMaker Roles: https://docs.aws.amazon.com/sagemaker/latest/dg/sagemaker-roles.html. To be able to pass this role to Amazon SageMaker, the caller of this API must have the iam:PassRole permission. Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-notebookinstance.html#cfn-sagemaker-notebookinstance-rolearn PrimitiveType: String UpdateType: Mutable .PARAMETER RootAccess Whether root access is enabled or disabled for users of the notebook instance. The default value is Enabled. Lifecycle configurations need root access to be able to set up a notebook instance. Because of this, lifecycle configurations associated with a notebook instance always run with root access even if you disable root access for users. Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-notebookinstance.html#cfn-sagemaker-notebookinstance-rootaccess PrimitiveType: String UpdateType: Mutable .PARAMETER NotebookInstanceName The name of the new notebook instance. Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-notebookinstance.html#cfn-sagemaker-notebookinstance-notebookinstancename PrimitiveType: String UpdateType: Immutable .PARAMETER InstanceType The type of ML compute instance to launch for the notebook instance. Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-notebookinstance.html#cfn-sagemaker-notebookinstance-instancetype PrimitiveType: String UpdateType: Mutable .PARAMETER LifecycleConfigName The name of a lifecycle configuration to associate with the notebook instance. For information about lifestyle configurations, see Customize a Notebook Instance: https://docs.aws.amazon.com/sagemaker/latest/dg/notebook-lifecycle-config.html in the *Amazon SageMaker Developer Guide*. Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-notebookinstance.html#cfn-sagemaker-notebookinstance-lifecycleconfigname PrimitiveType: String UpdateType: Mutable .PARAMETER Tags A list of key-value pairs to apply to this resource. For more information, see Resource Tag: https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-resource-tags.html and Using Cost Allocation Tags: https://docs.aws.amazon.com/awsaccountbilling/latest/aboutv2/cost-alloc-tags.html#allocation-what. You can add tags later by using the CreateTags API. Type: List Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-notebookinstance.html#cfn-sagemaker-notebookinstance-tags ItemType: Tag UpdateType: Mutable .PARAMETER DeletionPolicy With the DeletionPolicy attribute you can preserve or (in some cases) backup a resource when its stack is deleted. You specify a DeletionPolicy attribute for each resource that you want to control. If a resource has no DeletionPolicy attribute, AWS CloudFormation deletes the resource by default. To keep a resource when its stack is deleted, specify Retain for that resource. You can use retain for any resource. For example, you can retain a nested stack, S3 bucket, or EC2 instance so that you can continue to use or modify those resources after you delete their stacks. You must use one of the following options: "Delete","Retain","Snapshot" .PARAMETER UpdateReplacePolicy Use the UpdateReplacePolicy attribute to retain or (in some cases) backup the existing physical instance of a resource when it is replaced during a stack update operation. When you initiate a stack update, AWS CloudFormation updates resources based on differences between what you submit and the stack's current template and parameters. If you update a resource property that requires that the resource be replaced, AWS CloudFormation recreates the resource during the update. Recreating the resource generates a new physical ID. AWS CloudFormation creates the replacement resource first, and then changes references from other dependent resources to point to the replacement resource. By default, AWS CloudFormation then deletes the old resource. Using the UpdateReplacePolicy, you can specify that AWS CloudFormation retain or (in some cases) create a snapshot of the old resource. For resources that support snapshots, such as AWS::EC2::Volume, specify Snapshot to have AWS CloudFormation create a snapshot before deleting the old resource instance. You can apply the UpdateReplacePolicy attribute to any resource. UpdateReplacePolicy is only executed if you update a resource property whose update behavior is specified as Replacement, thereby causing AWS CloudFormation to replace the old resource with a new one with a new physical ID. For example, if you update the Engine property of an AWS::RDS::DBInstance resource type, AWS CloudFormation creates a new resource and replaces the current DB instance resource with the new one. The UpdateReplacePolicy attribute would then dictate whether AWS CloudFormation deleted, retained, or created a snapshot of the old DB instance. The update behavior for each property of a resource is specified in the reference topic for that resource in the AWS Resource and Property Types Reference. For more information on resource update behavior, see Update Behaviors of Stack Resources. The UpdateReplacePolicy attribute applies to stack updates you perform directly, as well as stack updates performed using change sets. Note Resources that are retained continue to exist and continue to incur applicable charges until you delete those resources. Snapshots that are created with this policy continue to exist and continue to incur applicable charges until you delete those snapshots. UpdateReplacePolicy retains the old physical resource or snapshot, but removes it from AWS CloudFormation's scope. UpdateReplacePolicy differs from the DeletionPolicy attribute in that it only applies to resources replaced during stack updates. Use DeletionPolicy for resources deleted when a stack is deleted, or when the resource definition itself is deleted from the template as part of a stack update. You must use one of the following options: "Delete","Retain","Snapshot" .PARAMETER DependsOn With the DependsOn attribute you can specify that the creation of a specific resource follows another. When you add a DependsOn attribute to a resource, that resource is created only after the creation of the resource specified in the DependsOn attribute. This parameter takes a string or list of strings representing Logical IDs of resources that must be created prior to this resource being created. .PARAMETER Metadata The Metadata attribute enables you to associate structured data with a resource. By adding a Metadata attribute to a resource, you can add data in JSON or YAML to the resource declaration. In addition, you can use intrinsic functions (such as GetAtt and Ref), parameters, and pseudo parameters within the Metadata attribute to add those interpreted values. This will be returned when describing the resource using AWS CLI. .PARAMETER UpdatePolicy Use the UpdatePolicy attribute to specify how AWS CloudFormation handles updates to the AWS::AutoScaling::AutoScalingGroup resource. AWS CloudFormation invokes one of three update policies depending on the type of change you make or whether a scheduled action is associated with the Auto Scaling group. You must use the "Add-UpdatePolicy" function or the [UpdatePolicy] class here. .PARAMETER Condition Logical ID of the condition that this resource needs to be true in order for this resource to be provisioned. .FUNCTIONALITY Vaporshell #> [OutputType([SageMakerNotebookInstance])] [cmdletbinding()] Param( [parameter(Mandatory = $true,Position = 0)] [ValidateLogicalId()] [string] $LogicalId, [parameter(Mandatory = $false)] [object] $KmsKeyId, [parameter(Mandatory = $false)] [object] $VolumeSizeInGB, [parameter(Mandatory = $false)] $AdditionalCodeRepositories, [parameter(Mandatory = $false)] [object] $DefaultCodeRepository, [parameter(Mandatory = $false)] [object] $DirectInternetAccess, [parameter(Mandatory = $false)] $AcceleratorTypes, [parameter(Mandatory = $false)] [object] $SubnetId, [parameter(Mandatory = $false)] $SecurityGroupIds, [parameter(Mandatory = $true)] [object] $RoleArn, [parameter(Mandatory = $false)] [object] $RootAccess, [parameter(Mandatory = $false)] [object] $NotebookInstanceName, [parameter(Mandatory = $true)] [object] $InstanceType, [parameter(Mandatory = $false)] [object] $LifecycleConfigName, [TransformTag()] [object] [parameter(Mandatory = $false)] $Tags, [parameter()] [DeletionPolicy] $DeletionPolicy, [parameter()] [UpdateReplacePolicy] $UpdateReplacePolicy, [parameter(Mandatory = $false)] [string[]] $DependsOn, [parameter(Mandatory = $false)] [VSJson] $Metadata, [parameter(Mandatory = $false)] [UpdatePolicy] $UpdatePolicy, [parameter(Mandatory = $false)] [string] $Condition ) Process { $obj = [SageMakerNotebookInstance]::new($PSBoundParameters) Write-Debug "$($MyInvocation.MyCommand) PSBoundParameters:`n$($PSBoundParameters | ConvertTo-Json -Depth 20 | Format-Json)" Write-Verbose "Resulting object from $($MyInvocation.MyCommand): `n$($obj.ToJson() | Format-Json)" $obj } } Export-ModuleMember -Function 'New-VSSageMakerNotebookInstance' function New-VSSageMakerNotebookInstanceLifecycleConfig { <# .SYNOPSIS Adds an AWS::SageMaker::NotebookInstanceLifecycleConfig resource to the template. The AWS::SageMaker::NotebookInstanceLifecycleConfig resource creates shell scripts that run when you create and/or start a notebook instance. For information about notebook instance lifestyle configurations, see Customize a Notebook Instance: https://docs.aws.amazon.com/sagemaker/latest/dg/notebook-lifecycle-config.html in the *Amazon SageMaker Developer Guide*. .DESCRIPTION Adds an AWS::SageMaker::NotebookInstanceLifecycleConfig resource to the template. The AWS::SageMaker::NotebookInstanceLifecycleConfig resource creates shell scripts that run when you create and/or start a notebook instance. For information about notebook instance lifestyle configurations, see Customize a Notebook Instance: https://docs.aws.amazon.com/sagemaker/latest/dg/notebook-lifecycle-config.html in the *Amazon SageMaker Developer Guide*. .LINK http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-notebookinstancelifecycleconfig.html .PARAMETER LogicalId The logical ID must be alphanumeric (A-Za-z0-9) and unique within the template. Use the logical name to reference the resource in other parts of the template. For example, if you want to map an Amazon Elastic Block Store volume to an Amazon EC2 instance, you reference the logical IDs to associate the block stores with the instance. .PARAMETER OnStart A shell script that runs every time you start a notebook instance, including when you create the notebook instance. The shell script must be a base64-encoded string. Type: List Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-notebookinstancelifecycleconfig.html#cfn-sagemaker-notebookinstancelifecycleconfig-onstart ItemType: NotebookInstanceLifecycleHook UpdateType: Mutable .PARAMETER NotebookInstanceLifecycleConfigName The name of the lifecycle configuration. Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-notebookinstancelifecycleconfig.html#cfn-sagemaker-notebookinstancelifecycleconfig-notebookinstancelifecycleconfigname PrimitiveType: String UpdateType: Immutable .PARAMETER OnCreate A shell script that runs only once, when you create a notebook instance. The shell script must be a base64-encoded string. Type: List Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-notebookinstancelifecycleconfig.html#cfn-sagemaker-notebookinstancelifecycleconfig-oncreate ItemType: NotebookInstanceLifecycleHook UpdateType: Mutable .PARAMETER DeletionPolicy With the DeletionPolicy attribute you can preserve or (in some cases) backup a resource when its stack is deleted. You specify a DeletionPolicy attribute for each resource that you want to control. If a resource has no DeletionPolicy attribute, AWS CloudFormation deletes the resource by default. To keep a resource when its stack is deleted, specify Retain for that resource. You can use retain for any resource. For example, you can retain a nested stack, S3 bucket, or EC2 instance so that you can continue to use or modify those resources after you delete their stacks. You must use one of the following options: "Delete","Retain","Snapshot" .PARAMETER UpdateReplacePolicy Use the UpdateReplacePolicy attribute to retain or (in some cases) backup the existing physical instance of a resource when it is replaced during a stack update operation. When you initiate a stack update, AWS CloudFormation updates resources based on differences between what you submit and the stack's current template and parameters. If you update a resource property that requires that the resource be replaced, AWS CloudFormation recreates the resource during the update. Recreating the resource generates a new physical ID. AWS CloudFormation creates the replacement resource first, and then changes references from other dependent resources to point to the replacement resource. By default, AWS CloudFormation then deletes the old resource. Using the UpdateReplacePolicy, you can specify that AWS CloudFormation retain or (in some cases) create a snapshot of the old resource. For resources that support snapshots, such as AWS::EC2::Volume, specify Snapshot to have AWS CloudFormation create a snapshot before deleting the old resource instance. You can apply the UpdateReplacePolicy attribute to any resource. UpdateReplacePolicy is only executed if you update a resource property whose update behavior is specified as Replacement, thereby causing AWS CloudFormation to replace the old resource with a new one with a new physical ID. For example, if you update the Engine property of an AWS::RDS::DBInstance resource type, AWS CloudFormation creates a new resource and replaces the current DB instance resource with the new one. The UpdateReplacePolicy attribute would then dictate whether AWS CloudFormation deleted, retained, or created a snapshot of the old DB instance. The update behavior for each property of a resource is specified in the reference topic for that resource in the AWS Resource and Property Types Reference. For more information on resource update behavior, see Update Behaviors of Stack Resources. The UpdateReplacePolicy attribute applies to stack updates you perform directly, as well as stack updates performed using change sets. Note Resources that are retained continue to exist and continue to incur applicable charges until you delete those resources. Snapshots that are created with this policy continue to exist and continue to incur applicable charges until you delete those snapshots. UpdateReplacePolicy retains the old physical resource or snapshot, but removes it from AWS CloudFormation's scope. UpdateReplacePolicy differs from the DeletionPolicy attribute in that it only applies to resources replaced during stack updates. Use DeletionPolicy for resources deleted when a stack is deleted, or when the resource definition itself is deleted from the template as part of a stack update. You must use one of the following options: "Delete","Retain","Snapshot" .PARAMETER DependsOn With the DependsOn attribute you can specify that the creation of a specific resource follows another. When you add a DependsOn attribute to a resource, that resource is created only after the creation of the resource specified in the DependsOn attribute. This parameter takes a string or list of strings representing Logical IDs of resources that must be created prior to this resource being created. .PARAMETER Metadata The Metadata attribute enables you to associate structured data with a resource. By adding a Metadata attribute to a resource, you can add data in JSON or YAML to the resource declaration. In addition, you can use intrinsic functions (such as GetAtt and Ref), parameters, and pseudo parameters within the Metadata attribute to add those interpreted values. This will be returned when describing the resource using AWS CLI. .PARAMETER UpdatePolicy Use the UpdatePolicy attribute to specify how AWS CloudFormation handles updates to the AWS::AutoScaling::AutoScalingGroup resource. AWS CloudFormation invokes one of three update policies depending on the type of change you make or whether a scheduled action is associated with the Auto Scaling group. You must use the "Add-UpdatePolicy" function or the [UpdatePolicy] class here. .PARAMETER Condition Logical ID of the condition that this resource needs to be true in order for this resource to be provisioned. .FUNCTIONALITY Vaporshell #> [OutputType([SageMakerNotebookInstanceLifecycleConfig])] [cmdletbinding()] Param( [parameter(Mandatory = $true,Position = 0)] [ValidateLogicalId()] [string] $LogicalId, [parameter(Mandatory = $false)] [object] $OnStart, [parameter(Mandatory = $false)] [object] $NotebookInstanceLifecycleConfigName, [parameter(Mandatory = $false)] [object] $OnCreate, [parameter()] [DeletionPolicy] $DeletionPolicy, [parameter()] [UpdateReplacePolicy] $UpdateReplacePolicy, [parameter(Mandatory = $false)] [string[]] $DependsOn, [parameter(Mandatory = $false)] [VSJson] $Metadata, [parameter(Mandatory = $false)] [UpdatePolicy] $UpdatePolicy, [parameter(Mandatory = $false)] [string] $Condition ) Process { $obj = [SageMakerNotebookInstanceLifecycleConfig]::new($PSBoundParameters) Write-Debug "$($MyInvocation.MyCommand) PSBoundParameters:`n$($PSBoundParameters | ConvertTo-Json -Depth 20 | Format-Json)" Write-Verbose "Resulting object from $($MyInvocation.MyCommand): `n$($obj.ToJson() | Format-Json)" $obj } } Export-ModuleMember -Function 'New-VSSageMakerNotebookInstanceLifecycleConfig' function New-VSSageMakerPipeline { <# .SYNOPSIS Adds an AWS::SageMaker::Pipeline resource to the template. .DESCRIPTION Adds an AWS::SageMaker::Pipeline resource to the template. .LINK http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-pipeline.html .PARAMETER LogicalId The logical ID must be alphanumeric (A-Za-z0-9) and unique within the template. Use the logical name to reference the resource in other parts of the template. For example, if you want to map an Amazon Elastic Block Store volume to an Amazon EC2 instance, you reference the logical IDs to associate the block stores with the instance. .PARAMETER PipelineName Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-pipeline.html#cfn-sagemaker-pipeline-pipelinename UpdateType: Immutable PrimitiveType: String .PARAMETER PipelineDisplayName Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-pipeline.html#cfn-sagemaker-pipeline-pipelinedisplayname UpdateType: Mutable PrimitiveType: String .PARAMETER PipelineDescription Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-pipeline.html#cfn-sagemaker-pipeline-pipelinedescription UpdateType: Mutable PrimitiveType: String .PARAMETER PipelineDefinition Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-pipeline.html#cfn-sagemaker-pipeline-pipelinedefinition UpdateType: Mutable PrimitiveType: Json .PARAMETER RoleArn Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-pipeline.html#cfn-sagemaker-pipeline-rolearn UpdateType: Mutable PrimitiveType: String .PARAMETER Tags Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-pipeline.html#cfn-sagemaker-pipeline-tags UpdateType: Mutable Type: List ItemType: Tag DuplicatesAllowed: True .PARAMETER DeletionPolicy With the DeletionPolicy attribute you can preserve or (in some cases) backup a resource when its stack is deleted. You specify a DeletionPolicy attribute for each resource that you want to control. If a resource has no DeletionPolicy attribute, AWS CloudFormation deletes the resource by default. To keep a resource when its stack is deleted, specify Retain for that resource. You can use retain for any resource. For example, you can retain a nested stack, S3 bucket, or EC2 instance so that you can continue to use or modify those resources after you delete their stacks. You must use one of the following options: "Delete","Retain","Snapshot" .PARAMETER UpdateReplacePolicy Use the UpdateReplacePolicy attribute to retain or (in some cases) backup the existing physical instance of a resource when it is replaced during a stack update operation. When you initiate a stack update, AWS CloudFormation updates resources based on differences between what you submit and the stack's current template and parameters. If you update a resource property that requires that the resource be replaced, AWS CloudFormation recreates the resource during the update. Recreating the resource generates a new physical ID. AWS CloudFormation creates the replacement resource first, and then changes references from other dependent resources to point to the replacement resource. By default, AWS CloudFormation then deletes the old resource. Using the UpdateReplacePolicy, you can specify that AWS CloudFormation retain or (in some cases) create a snapshot of the old resource. For resources that support snapshots, such as AWS::EC2::Volume, specify Snapshot to have AWS CloudFormation create a snapshot before deleting the old resource instance. You can apply the UpdateReplacePolicy attribute to any resource. UpdateReplacePolicy is only executed if you update a resource property whose update behavior is specified as Replacement, thereby causing AWS CloudFormation to replace the old resource with a new one with a new physical ID. For example, if you update the Engine property of an AWS::RDS::DBInstance resource type, AWS CloudFormation creates a new resource and replaces the current DB instance resource with the new one. The UpdateReplacePolicy attribute would then dictate whether AWS CloudFormation deleted, retained, or created a snapshot of the old DB instance. The update behavior for each property of a resource is specified in the reference topic for that resource in the AWS Resource and Property Types Reference. For more information on resource update behavior, see Update Behaviors of Stack Resources. The UpdateReplacePolicy attribute applies to stack updates you perform directly, as well as stack updates performed using change sets. Note Resources that are retained continue to exist and continue to incur applicable charges until you delete those resources. Snapshots that are created with this policy continue to exist and continue to incur applicable charges until you delete those snapshots. UpdateReplacePolicy retains the old physical resource or snapshot, but removes it from AWS CloudFormation's scope. UpdateReplacePolicy differs from the DeletionPolicy attribute in that it only applies to resources replaced during stack updates. Use DeletionPolicy for resources deleted when a stack is deleted, or when the resource definition itself is deleted from the template as part of a stack update. You must use one of the following options: "Delete","Retain","Snapshot" .PARAMETER DependsOn With the DependsOn attribute you can specify that the creation of a specific resource follows another. When you add a DependsOn attribute to a resource, that resource is created only after the creation of the resource specified in the DependsOn attribute. This parameter takes a string or list of strings representing Logical IDs of resources that must be created prior to this resource being created. .PARAMETER Metadata The Metadata attribute enables you to associate structured data with a resource. By adding a Metadata attribute to a resource, you can add data in JSON or YAML to the resource declaration. In addition, you can use intrinsic functions (such as GetAtt and Ref), parameters, and pseudo parameters within the Metadata attribute to add those interpreted values. This will be returned when describing the resource using AWS CLI. .PARAMETER UpdatePolicy Use the UpdatePolicy attribute to specify how AWS CloudFormation handles updates to the AWS::AutoScaling::AutoScalingGroup resource. AWS CloudFormation invokes one of three update policies depending on the type of change you make or whether a scheduled action is associated with the Auto Scaling group. You must use the "Add-UpdatePolicy" function or the [UpdatePolicy] class here. .PARAMETER Condition Logical ID of the condition that this resource needs to be true in order for this resource to be provisioned. .FUNCTIONALITY Vaporshell #> [OutputType([SageMakerPipeline])] [cmdletbinding()] Param( [parameter(Mandatory = $true,Position = 0)] [ValidateLogicalId()] [string] $LogicalId, [parameter(Mandatory = $true)] [object] $PipelineName, [parameter(Mandatory = $false)] [object] $PipelineDisplayName, [parameter(Mandatory = $false)] [object] $PipelineDescription, [parameter(Mandatory = $true)] [VSJson] $PipelineDefinition, [parameter(Mandatory = $true)] [object] $RoleArn, [TransformTag()] [object] [parameter(Mandatory = $false)] $Tags, [parameter()] [DeletionPolicy] $DeletionPolicy, [parameter()] [UpdateReplacePolicy] $UpdateReplacePolicy, [parameter(Mandatory = $false)] [string[]] $DependsOn, [parameter(Mandatory = $false)] [VSJson] $Metadata, [parameter(Mandatory = $false)] [UpdatePolicy] $UpdatePolicy, [parameter(Mandatory = $false)] [string] $Condition ) Process { $obj = [SageMakerPipeline]::new($PSBoundParameters) Write-Debug "$($MyInvocation.MyCommand) PSBoundParameters:`n$($PSBoundParameters | ConvertTo-Json -Depth 20 | Format-Json)" Write-Verbose "Resulting object from $($MyInvocation.MyCommand): `n$($obj.ToJson() | Format-Json)" $obj } } Export-ModuleMember -Function 'New-VSSageMakerPipeline' function New-VSSageMakerProject { <# .SYNOPSIS Adds an AWS::SageMaker::Project resource to the template. .DESCRIPTION Adds an AWS::SageMaker::Project resource to the template. .LINK http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-project.html .PARAMETER LogicalId The logical ID must be alphanumeric (A-Za-z0-9) and unique within the template. Use the logical name to reference the resource in other parts of the template. For example, if you want to map an Amazon Elastic Block Store volume to an Amazon EC2 instance, you reference the logical IDs to associate the block stores with the instance. .PARAMETER Tags Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-project.html#cfn-sagemaker-project-tags UpdateType: Immutable Type: List ItemType: Tag .PARAMETER ProjectName Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-project.html#cfn-sagemaker-project-projectname UpdateType: Immutable PrimitiveType: String .PARAMETER ProjectDescription Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-project.html#cfn-sagemaker-project-projectdescription UpdateType: Immutable PrimitiveType: String .PARAMETER ServiceCatalogProvisioningDetails Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-project.html#cfn-sagemaker-project-servicecatalogprovisioningdetails UpdateType: Immutable PrimitiveType: Json .PARAMETER DeletionPolicy With the DeletionPolicy attribute you can preserve or (in some cases) backup a resource when its stack is deleted. You specify a DeletionPolicy attribute for each resource that you want to control. If a resource has no DeletionPolicy attribute, AWS CloudFormation deletes the resource by default. To keep a resource when its stack is deleted, specify Retain for that resource. You can use retain for any resource. For example, you can retain a nested stack, S3 bucket, or EC2 instance so that you can continue to use or modify those resources after you delete their stacks. You must use one of the following options: "Delete","Retain","Snapshot" .PARAMETER UpdateReplacePolicy Use the UpdateReplacePolicy attribute to retain or (in some cases) backup the existing physical instance of a resource when it is replaced during a stack update operation. When you initiate a stack update, AWS CloudFormation updates resources based on differences between what you submit and the stack's current template and parameters. If you update a resource property that requires that the resource be replaced, AWS CloudFormation recreates the resource during the update. Recreating the resource generates a new physical ID. AWS CloudFormation creates the replacement resource first, and then changes references from other dependent resources to point to the replacement resource. By default, AWS CloudFormation then deletes the old resource. Using the UpdateReplacePolicy, you can specify that AWS CloudFormation retain or (in some cases) create a snapshot of the old resource. For resources that support snapshots, such as AWS::EC2::Volume, specify Snapshot to have AWS CloudFormation create a snapshot before deleting the old resource instance. You can apply the UpdateReplacePolicy attribute to any resource. UpdateReplacePolicy is only executed if you update a resource property whose update behavior is specified as Replacement, thereby causing AWS CloudFormation to replace the old resource with a new one with a new physical ID. For example, if you update the Engine property of an AWS::RDS::DBInstance resource type, AWS CloudFormation creates a new resource and replaces the current DB instance resource with the new one. The UpdateReplacePolicy attribute would then dictate whether AWS CloudFormation deleted, retained, or created a snapshot of the old DB instance. The update behavior for each property of a resource is specified in the reference topic for that resource in the AWS Resource and Property Types Reference. For more information on resource update behavior, see Update Behaviors of Stack Resources. The UpdateReplacePolicy attribute applies to stack updates you perform directly, as well as stack updates performed using change sets. Note Resources that are retained continue to exist and continue to incur applicable charges until you delete those resources. Snapshots that are created with this policy continue to exist and continue to incur applicable charges until you delete those snapshots. UpdateReplacePolicy retains the old physical resource or snapshot, but removes it from AWS CloudFormation's scope. UpdateReplacePolicy differs from the DeletionPolicy attribute in that it only applies to resources replaced during stack updates. Use DeletionPolicy for resources deleted when a stack is deleted, or when the resource definition itself is deleted from the template as part of a stack update. You must use one of the following options: "Delete","Retain","Snapshot" .PARAMETER DependsOn With the DependsOn attribute you can specify that the creation of a specific resource follows another. When you add a DependsOn attribute to a resource, that resource is created only after the creation of the resource specified in the DependsOn attribute. This parameter takes a string or list of strings representing Logical IDs of resources that must be created prior to this resource being created. .PARAMETER Metadata The Metadata attribute enables you to associate structured data with a resource. By adding a Metadata attribute to a resource, you can add data in JSON or YAML to the resource declaration. In addition, you can use intrinsic functions (such as GetAtt and Ref), parameters, and pseudo parameters within the Metadata attribute to add those interpreted values. This will be returned when describing the resource using AWS CLI. .PARAMETER UpdatePolicy Use the UpdatePolicy attribute to specify how AWS CloudFormation handles updates to the AWS::AutoScaling::AutoScalingGroup resource. AWS CloudFormation invokes one of three update policies depending on the type of change you make or whether a scheduled action is associated with the Auto Scaling group. You must use the "Add-UpdatePolicy" function or the [UpdatePolicy] class here. .PARAMETER Condition Logical ID of the condition that this resource needs to be true in order for this resource to be provisioned. .FUNCTIONALITY Vaporshell #> [OutputType([SageMakerProject])] [cmdletbinding()] Param( [parameter(Mandatory = $true,Position = 0)] [ValidateLogicalId()] [string] $LogicalId, [TransformTag()] [object] [parameter(Mandatory = $false)] $Tags, [parameter(Mandatory = $true)] [object] $ProjectName, [parameter(Mandatory = $false)] [object] $ProjectDescription, [parameter(Mandatory = $true)] [VSJson] $ServiceCatalogProvisioningDetails, [parameter()] [DeletionPolicy] $DeletionPolicy, [parameter()] [UpdateReplacePolicy] $UpdateReplacePolicy, [parameter(Mandatory = $false)] [string[]] $DependsOn, [parameter(Mandatory = $false)] [VSJson] $Metadata, [parameter(Mandatory = $false)] [UpdatePolicy] $UpdatePolicy, [parameter(Mandatory = $false)] [string] $Condition ) Process { $obj = [SageMakerProject]::new($PSBoundParameters) Write-Debug "$($MyInvocation.MyCommand) PSBoundParameters:`n$($PSBoundParameters | ConvertTo-Json -Depth 20 | Format-Json)" Write-Verbose "Resulting object from $($MyInvocation.MyCommand): `n$($obj.ToJson() | Format-Json)" $obj } } Export-ModuleMember -Function 'New-VSSageMakerProject' function New-VSSageMakerWorkteam { <# .SYNOPSIS Adds an AWS::SageMaker::Workteam resource to the template. Creates a new work team for labeling your data. A work team is defined by one or more Amazon Cognito user pools. You must first create the user pools before you can create a work team. .DESCRIPTION Adds an AWS::SageMaker::Workteam resource to the template. Creates a new work team for labeling your data. A work team is defined by one or more Amazon Cognito user pools. You must first create the user pools before you can create a work team. You cannot create more than 25 work teams in an account and region. .LINK http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-workteam.html .PARAMETER LogicalId The logical ID must be alphanumeric (A-Za-z0-9) and unique within the template. Use the logical name to reference the resource in other parts of the template. For example, if you want to map an Amazon Elastic Block Store volume to an Amazon EC2 instance, you reference the logical IDs to associate the block stores with the instance. .PARAMETER Description A description of the work team. Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-workteam.html#cfn-sagemaker-workteam-description PrimitiveType: String UpdateType: Mutable .PARAMETER NotificationConfiguration Configures SNS notifications of available or expiring work items for work teams. Type: NotificationConfiguration Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-workteam.html#cfn-sagemaker-workteam-notificationconfiguration UpdateType: Mutable .PARAMETER WorkteamName The name of the work team. Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-workteam.html#cfn-sagemaker-workteam-workteamname PrimitiveType: String UpdateType: Immutable .PARAMETER MemberDefinitions The Amazon Cognito user groups that make up the work team. Type: List Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-workteam.html#cfn-sagemaker-workteam-memberdefinitions ItemType: MemberDefinition UpdateType: Mutable .PARAMETER Tags Not currently supported by AWS CloudFormation. Type: List Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-workteam.html#cfn-sagemaker-workteam-tags ItemType: Tag UpdateType: Mutable .PARAMETER DeletionPolicy With the DeletionPolicy attribute you can preserve or (in some cases) backup a resource when its stack is deleted. You specify a DeletionPolicy attribute for each resource that you want to control. If a resource has no DeletionPolicy attribute, AWS CloudFormation deletes the resource by default. To keep a resource when its stack is deleted, specify Retain for that resource. You can use retain for any resource. For example, you can retain a nested stack, S3 bucket, or EC2 instance so that you can continue to use or modify those resources after you delete their stacks. You must use one of the following options: "Delete","Retain","Snapshot" .PARAMETER UpdateReplacePolicy Use the UpdateReplacePolicy attribute to retain or (in some cases) backup the existing physical instance of a resource when it is replaced during a stack update operation. When you initiate a stack update, AWS CloudFormation updates resources based on differences between what you submit and the stack's current template and parameters. If you update a resource property that requires that the resource be replaced, AWS CloudFormation recreates the resource during the update. Recreating the resource generates a new physical ID. AWS CloudFormation creates the replacement resource first, and then changes references from other dependent resources to point to the replacement resource. By default, AWS CloudFormation then deletes the old resource. Using the UpdateReplacePolicy, you can specify that AWS CloudFormation retain or (in some cases) create a snapshot of the old resource. For resources that support snapshots, such as AWS::EC2::Volume, specify Snapshot to have AWS CloudFormation create a snapshot before deleting the old resource instance. You can apply the UpdateReplacePolicy attribute to any resource. UpdateReplacePolicy is only executed if you update a resource property whose update behavior is specified as Replacement, thereby causing AWS CloudFormation to replace the old resource with a new one with a new physical ID. For example, if you update the Engine property of an AWS::RDS::DBInstance resource type, AWS CloudFormation creates a new resource and replaces the current DB instance resource with the new one. The UpdateReplacePolicy attribute would then dictate whether AWS CloudFormation deleted, retained, or created a snapshot of the old DB instance. The update behavior for each property of a resource is specified in the reference topic for that resource in the AWS Resource and Property Types Reference. For more information on resource update behavior, see Update Behaviors of Stack Resources. The UpdateReplacePolicy attribute applies to stack updates you perform directly, as well as stack updates performed using change sets. Note Resources that are retained continue to exist and continue to incur applicable charges until you delete those resources. Snapshots that are created with this policy continue to exist and continue to incur applicable charges until you delete those snapshots. UpdateReplacePolicy retains the old physical resource or snapshot, but removes it from AWS CloudFormation's scope. UpdateReplacePolicy differs from the DeletionPolicy attribute in that it only applies to resources replaced during stack updates. Use DeletionPolicy for resources deleted when a stack is deleted, or when the resource definition itself is deleted from the template as part of a stack update. You must use one of the following options: "Delete","Retain","Snapshot" .PARAMETER DependsOn With the DependsOn attribute you can specify that the creation of a specific resource follows another. When you add a DependsOn attribute to a resource, that resource is created only after the creation of the resource specified in the DependsOn attribute. This parameter takes a string or list of strings representing Logical IDs of resources that must be created prior to this resource being created. .PARAMETER Metadata The Metadata attribute enables you to associate structured data with a resource. By adding a Metadata attribute to a resource, you can add data in JSON or YAML to the resource declaration. In addition, you can use intrinsic functions (such as GetAtt and Ref), parameters, and pseudo parameters within the Metadata attribute to add those interpreted values. This will be returned when describing the resource using AWS CLI. .PARAMETER UpdatePolicy Use the UpdatePolicy attribute to specify how AWS CloudFormation handles updates to the AWS::AutoScaling::AutoScalingGroup resource. AWS CloudFormation invokes one of three update policies depending on the type of change you make or whether a scheduled action is associated with the Auto Scaling group. You must use the "Add-UpdatePolicy" function or the [UpdatePolicy] class here. .PARAMETER Condition Logical ID of the condition that this resource needs to be true in order for this resource to be provisioned. .FUNCTIONALITY Vaporshell #> [OutputType([SageMakerWorkteam])] [cmdletbinding()] Param( [parameter(Mandatory = $true,Position = 0)] [ValidateLogicalId()] [string] $LogicalId, [parameter(Mandatory = $false)] [object] $Description, [parameter(Mandatory = $false)] $NotificationConfiguration, [parameter(Mandatory = $false)] [object] $WorkteamName, [parameter(Mandatory = $false)] [object] $MemberDefinitions, [TransformTag()] [object] [parameter(Mandatory = $false)] $Tags, [parameter()] [DeletionPolicy] $DeletionPolicy, [parameter()] [UpdateReplacePolicy] $UpdateReplacePolicy, [parameter(Mandatory = $false)] [string[]] $DependsOn, [parameter(Mandatory = $false)] [VSJson] $Metadata, [parameter(Mandatory = $false)] [UpdatePolicy] $UpdatePolicy, [parameter(Mandatory = $false)] [string] $Condition ) Process { $obj = [SageMakerWorkteam]::new($PSBoundParameters) Write-Debug "$($MyInvocation.MyCommand) PSBoundParameters:`n$($PSBoundParameters | ConvertTo-Json -Depth 20 | Format-Json)" Write-Verbose "Resulting object from $($MyInvocation.MyCommand): `n$($obj.ToJson() | Format-Json)" $obj } } Export-ModuleMember -Function 'New-VSSageMakerWorkteam' |