VaporShell.SageMaker.psm1

# 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-VSSageMakerAppImageConfigFileSystemConfig {
    <#
    .SYNOPSIS
        Adds an AWS::SageMaker::AppImageConfig.FileSystemConfig resource property to the template.

    .DESCRIPTION
        Adds an AWS::SageMaker::AppImageConfig.FileSystemConfig resource property to the template.


    .LINK
        http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-appimageconfig-filesystemconfig.html

    .PARAMETER DefaultGid
        Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-appimageconfig-filesystemconfig.html#cfn-sagemaker-appimageconfig-filesystemconfig-defaultgid
        UpdateType: Mutable
        PrimitiveType: Integer

    .PARAMETER DefaultUid
        Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-appimageconfig-filesystemconfig.html#cfn-sagemaker-appimageconfig-filesystemconfig-defaultuid
        UpdateType: Mutable
        PrimitiveType: Integer

    .PARAMETER MountPath
        Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-appimageconfig-filesystemconfig.html#cfn-sagemaker-appimageconfig-filesystemconfig-mountpath
        UpdateType: Mutable
        PrimitiveType: String

    .FUNCTIONALITY
        Vaporshell
    #>

    [OutputType([SageMakerAppImageConfigFileSystemConfig])]
    [cmdletbinding()]
    Param(
        [parameter(Mandatory = $false)]
        [object]
        $DefaultGid,
        [parameter(Mandatory = $false)]
        [object]
        $DefaultUid,
        [parameter(Mandatory = $false)]
        [object]
        $MountPath
    )
    Process {
        $obj = [SageMakerAppImageConfigFileSystemConfig]::new($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-VSSageMakerAppImageConfigFileSystemConfig'

function Add-VSSageMakerAppImageConfigKernelGatewayImageConfig {
    <#
    .SYNOPSIS
        Adds an AWS::SageMaker::AppImageConfig.KernelGatewayImageConfig resource property to the template.

    .DESCRIPTION
        Adds an AWS::SageMaker::AppImageConfig.KernelGatewayImageConfig resource property to the template.


    .LINK
        http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-appimageconfig-kernelgatewayimageconfig.html

    .PARAMETER FileSystemConfig
        Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-appimageconfig-kernelgatewayimageconfig.html#cfn-sagemaker-appimageconfig-kernelgatewayimageconfig-filesystemconfig
        UpdateType: Mutable
        Type: FileSystemConfig

    .PARAMETER KernelSpecs
        Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-appimageconfig-kernelgatewayimageconfig.html#cfn-sagemaker-appimageconfig-kernelgatewayimageconfig-kernelspecs
        UpdateType: Mutable
        Type: List
        ItemType: KernelSpec

    .FUNCTIONALITY
        Vaporshell
    #>

    [OutputType([SageMakerAppImageConfigKernelGatewayImageConfig])]
    [cmdletbinding()]
    Param(
        [parameter(Mandatory = $false)]
        $FileSystemConfig,
        [parameter(Mandatory = $true)]
        [object]
        $KernelSpecs
    )
    Process {
        $obj = [SageMakerAppImageConfigKernelGatewayImageConfig]::new($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-VSSageMakerAppImageConfigKernelGatewayImageConfig'

function Add-VSSageMakerAppImageConfigKernelSpec {
    <#
    .SYNOPSIS
        Adds an AWS::SageMaker::AppImageConfig.KernelSpec resource property to the template.

    .DESCRIPTION
        Adds an AWS::SageMaker::AppImageConfig.KernelSpec resource property to the template.


    .LINK
        http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-appimageconfig-kernelspec.html

    .PARAMETER DisplayName
        Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-appimageconfig-kernelspec.html#cfn-sagemaker-appimageconfig-kernelspec-displayname
        UpdateType: Mutable
        PrimitiveType: String

    .PARAMETER Name
        Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-appimageconfig-kernelspec.html#cfn-sagemaker-appimageconfig-kernelspec-name
        UpdateType: Mutable
        PrimitiveType: String

    .FUNCTIONALITY
        Vaporshell
    #>

    [OutputType([SageMakerAppImageConfigKernelSpec])]
    [cmdletbinding()]
    Param(
        [parameter(Mandatory = $false)]
        [object]
        $DisplayName,
        [parameter(Mandatory = $true)]
        [object]
        $Name
    )
    Process {
        $obj = [SageMakerAppImageConfigKernelSpec]::new($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-VSSageMakerAppImageConfigKernelSpec'

function Add-VSSageMakerAppResourceSpec {
    <#
    .SYNOPSIS
        Adds an AWS::SageMaker::App.ResourceSpec resource property to the template.

    .DESCRIPTION
        Adds an AWS::SageMaker::App.ResourceSpec resource property to the template.


    .LINK
        http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-app-resourcespec.html

    .PARAMETER InstanceType
        Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-app-resourcespec.html#cfn-sagemaker-app-resourcespec-instancetype
        UpdateType: Mutable
        PrimitiveType: String

    .PARAMETER SageMakerImageArn
        Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-app-resourcespec.html#cfn-sagemaker-app-resourcespec-sagemakerimagearn
        UpdateType: Mutable
        PrimitiveType: String

    .PARAMETER SageMakerImageVersionArn
        Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-app-resourcespec.html#cfn-sagemaker-app-resourcespec-sagemakerimageversionarn
        UpdateType: Mutable
        PrimitiveType: String

    .FUNCTIONALITY
        Vaporshell
    #>

    [OutputType([SageMakerAppResourceSpec])]
    [cmdletbinding()]
    Param(
        [parameter(Mandatory = $false)]
        [object]
        $InstanceType,
        [parameter(Mandatory = $false)]
        [object]
        $SageMakerImageArn,
        [parameter(Mandatory = $false)]
        [object]
        $SageMakerImageVersionArn
    )
    Process {
        $obj = [SageMakerAppResourceSpec]::new($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-VSSageMakerAppResourceSpec'

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-VSSageMakerDomainCustomImage {
    <#
    .SYNOPSIS
        Adds an AWS::SageMaker::Domain.CustomImage resource property to the template.

    .DESCRIPTION
        Adds an AWS::SageMaker::Domain.CustomImage resource property to the template.


    .LINK
        http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-domain-customimage.html

    .PARAMETER AppImageConfigName
        Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-domain-customimage.html#cfn-sagemaker-domain-customimage-appimageconfigname
        UpdateType: Mutable
        PrimitiveType: String

    .PARAMETER ImageName
        Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-domain-customimage.html#cfn-sagemaker-domain-customimage-imagename
        UpdateType: Mutable
        PrimitiveType: String

    .PARAMETER ImageVersionNumber
        Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-domain-customimage.html#cfn-sagemaker-domain-customimage-imageversionnumber
        UpdateType: Mutable
        PrimitiveType: Integer

    .FUNCTIONALITY
        Vaporshell
    #>

    [OutputType([SageMakerDomainCustomImage])]
    [cmdletbinding()]
    Param(
        [parameter(Mandatory = $true)]
        [object]
        $AppImageConfigName,
        [parameter(Mandatory = $true)]
        [object]
        $ImageName,
        [parameter(Mandatory = $false)]
        [object]
        $ImageVersionNumber
    )
    Process {
        $obj = [SageMakerDomainCustomImage]::new($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-VSSageMakerDomainCustomImage'

function Add-VSSageMakerDomainJupyterServerAppSettings {
    <#
    .SYNOPSIS
        Adds an AWS::SageMaker::Domain.JupyterServerAppSettings resource property to the template.

    .DESCRIPTION
        Adds an AWS::SageMaker::Domain.JupyterServerAppSettings resource property to the template.


    .LINK
        http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-domain-jupyterserverappsettings.html

    .PARAMETER DefaultResourceSpec
        Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-domain-jupyterserverappsettings.html#cfn-sagemaker-domain-jupyterserverappsettings-defaultresourcespec
        UpdateType: Mutable
        Type: ResourceSpec

    .FUNCTIONALITY
        Vaporshell
    #>

    [OutputType([SageMakerDomainJupyterServerAppSettings])]
    [cmdletbinding()]
    Param(
        [parameter(Mandatory = $false)]
        $DefaultResourceSpec
    )
    Process {
        $obj = [SageMakerDomainJupyterServerAppSettings]::new($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-VSSageMakerDomainJupyterServerAppSettings'

function Add-VSSageMakerDomainKernelGatewayAppSettings {
    <#
    .SYNOPSIS
        Adds an AWS::SageMaker::Domain.KernelGatewayAppSettings resource property to the template.

    .DESCRIPTION
        Adds an AWS::SageMaker::Domain.KernelGatewayAppSettings resource property to the template.


    .LINK
        http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-domain-kernelgatewayappsettings.html

    .PARAMETER CustomImages
        Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-domain-kernelgatewayappsettings.html#cfn-sagemaker-domain-kernelgatewayappsettings-customimages
        UpdateType: Mutable
        Type: List
        ItemType: CustomImage
        DuplicatesAllowed: True

    .PARAMETER DefaultResourceSpec
        Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-domain-kernelgatewayappsettings.html#cfn-sagemaker-domain-kernelgatewayappsettings-defaultresourcespec
        UpdateType: Mutable
        Type: ResourceSpec

    .FUNCTIONALITY
        Vaporshell
    #>

    [OutputType([SageMakerDomainKernelGatewayAppSettings])]
    [cmdletbinding()]
    Param(
        [parameter(Mandatory = $false)]
        [object]
        $CustomImages,
        [parameter(Mandatory = $false)]
        $DefaultResourceSpec
    )
    Process {
        $obj = [SageMakerDomainKernelGatewayAppSettings]::new($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-VSSageMakerDomainKernelGatewayAppSettings'

function Add-VSSageMakerDomainResourceSpec {
    <#
    .SYNOPSIS
        Adds an AWS::SageMaker::Domain.ResourceSpec resource property to the template.

    .DESCRIPTION
        Adds an AWS::SageMaker::Domain.ResourceSpec resource property to the template.


    .LINK
        http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-domain-resourcespec.html

    .PARAMETER InstanceType
        Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-domain-resourcespec.html#cfn-sagemaker-domain-resourcespec-instancetype
        UpdateType: Mutable
        PrimitiveType: String

    .PARAMETER SageMakerImageArn
        Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-domain-resourcespec.html#cfn-sagemaker-domain-resourcespec-sagemakerimagearn
        UpdateType: Mutable
        PrimitiveType: String

    .PARAMETER SageMakerImageVersionArn
        Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-domain-resourcespec.html#cfn-sagemaker-domain-resourcespec-sagemakerimageversionarn
        UpdateType: Mutable
        PrimitiveType: String

    .FUNCTIONALITY
        Vaporshell
    #>

    [OutputType([SageMakerDomainResourceSpec])]
    [cmdletbinding()]
    Param(
        [parameter(Mandatory = $false)]
        [object]
        $InstanceType,
        [parameter(Mandatory = $false)]
        [object]
        $SageMakerImageArn,
        [parameter(Mandatory = $false)]
        [object]
        $SageMakerImageVersionArn
    )
    Process {
        $obj = [SageMakerDomainResourceSpec]::new($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-VSSageMakerDomainResourceSpec'

function Add-VSSageMakerDomainSharingSettings {
    <#
    .SYNOPSIS
        Adds an AWS::SageMaker::Domain.SharingSettings resource property to the template.

    .DESCRIPTION
        Adds an AWS::SageMaker::Domain.SharingSettings resource property to the template.


    .LINK
        http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-domain-sharingsettings.html

    .PARAMETER NotebookOutputOption
        Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-domain-sharingsettings.html#cfn-sagemaker-domain-sharingsettings-notebookoutputoption
        UpdateType: Mutable
        PrimitiveType: String

    .PARAMETER S3KmsKeyId
        Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-domain-sharingsettings.html#cfn-sagemaker-domain-sharingsettings-s3kmskeyid
        UpdateType: Mutable
        PrimitiveType: String

    .PARAMETER S3OutputPath
        Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-domain-sharingsettings.html#cfn-sagemaker-domain-sharingsettings-s3outputpath
        UpdateType: Mutable
        PrimitiveType: String

    .FUNCTIONALITY
        Vaporshell
    #>

    [OutputType([SageMakerDomainSharingSettings])]
    [cmdletbinding()]
    Param(
        [parameter(Mandatory = $false)]
        [object]
        $NotebookOutputOption,
        [parameter(Mandatory = $false)]
        [object]
        $S3KmsKeyId,
        [parameter(Mandatory = $false)]
        [object]
        $S3OutputPath
    )
    Process {
        $obj = [SageMakerDomainSharingSettings]::new($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-VSSageMakerDomainSharingSettings'

function Add-VSSageMakerDomainUserSettings {
    <#
    .SYNOPSIS
        Adds an AWS::SageMaker::Domain.UserSettings resource property to the template.

    .DESCRIPTION
        Adds an AWS::SageMaker::Domain.UserSettings resource property to the template.


    .LINK
        http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-domain-usersettings.html

    .PARAMETER ExecutionRole
        Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-domain-usersettings.html#cfn-sagemaker-domain-usersettings-executionrole
        UpdateType: Mutable
        PrimitiveType: String

    .PARAMETER JupyterServerAppSettings
        Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-domain-usersettings.html#cfn-sagemaker-domain-usersettings-jupyterserverappsettings
        UpdateType: Mutable
        Type: JupyterServerAppSettings

    .PARAMETER KernelGatewayAppSettings
        Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-domain-usersettings.html#cfn-sagemaker-domain-usersettings-kernelgatewayappsettings
        UpdateType: Mutable
        Type: KernelGatewayAppSettings

    .PARAMETER SecurityGroups
        Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-domain-usersettings.html#cfn-sagemaker-domain-usersettings-securitygroups
        UpdateType: Mutable
        Type: List
        PrimitiveItemType: String
        DuplicatesAllowed: True

    .PARAMETER SharingSettings
        Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-domain-usersettings.html#cfn-sagemaker-domain-usersettings-sharingsettings
        UpdateType: Mutable
        Type: SharingSettings

    .FUNCTIONALITY
        Vaporshell
    #>

    [OutputType([SageMakerDomainUserSettings])]
    [cmdletbinding()]
    Param(
        [parameter(Mandatory = $false)]
        [object]
        $ExecutionRole,
        [parameter(Mandatory = $false)]
        $JupyterServerAppSettings,
        [parameter(Mandatory = $false)]
        $KernelGatewayAppSettings,
        [parameter(Mandatory = $false)]
        $SecurityGroups,
        [parameter(Mandatory = $false)]
        $SharingSettings
    )
    Process {
        $obj = [SageMakerDomainUserSettings]::new($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-VSSageMakerDomainUserSettings'

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-VSSageMakerFeatureGroupFeatureDefinition {
    <#
    .SYNOPSIS
        Adds an AWS::SageMaker::FeatureGroup.FeatureDefinition resource property to the template.

    .DESCRIPTION
        Adds an AWS::SageMaker::FeatureGroup.FeatureDefinition resource property to the template.


    .LINK
        http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-featuregroup-featuredefinition.html

    .PARAMETER FeatureName
        Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-featuregroup-featuredefinition.html#cfn-sagemaker-featuregroup-featuredefinition-featurename
        UpdateType: Immutable
        PrimitiveType: String

    .PARAMETER FeatureType
        Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-featuregroup-featuredefinition.html#cfn-sagemaker-featuregroup-featuredefinition-featuretype
        UpdateType: Immutable
        PrimitiveType: String

    .FUNCTIONALITY
        Vaporshell
    #>

    [OutputType([SageMakerFeatureGroupFeatureDefinition])]
    [cmdletbinding()]
    Param(
        [parameter(Mandatory = $true)]
        [object]
        $FeatureName,
        [parameter(Mandatory = $true)]
        [object]
        $FeatureType
    )
    Process {
        $obj = [SageMakerFeatureGroupFeatureDefinition]::new($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-VSSageMakerFeatureGroupFeatureDefinition'

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 RepositoryAuthConfig
        Type: RepositoryAuthConfig
        Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-model-containerdefinition-imageconfig.html#cfn-sagemaker-model-containerdefinition-imageconfig-repositoryauthconfig
        UpdateType: Immutable

    .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 = $false)]
        $RepositoryAuthConfig,
        [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-VSSageMakerModelInferenceExecutionConfig {
    <#
    .SYNOPSIS
        Adds an AWS::SageMaker::Model.InferenceExecutionConfig resource property to the template.

    .DESCRIPTION
        Adds an AWS::SageMaker::Model.InferenceExecutionConfig resource property to the template.


    .LINK
        http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-model-inferenceexecutionconfig.html

    .PARAMETER Mode
        Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-model-inferenceexecutionconfig.html#cfn-sagemaker-model-inferenceexecutionconfig-mode
        PrimitiveType: String
        UpdateType: Immutable

    .FUNCTIONALITY
        Vaporshell
    #>

    [OutputType([SageMakerModelInferenceExecutionConfig])]
    [cmdletbinding()]
    Param(
        [parameter(Mandatory = $true)]
        [object]
        $Mode
    )
    Process {
        $obj = [SageMakerModelInferenceExecutionConfig]::new($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-VSSageMakerModelInferenceExecutionConfig'

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-VSSageMakerModelRepositoryAuthConfig {
    <#
    .SYNOPSIS
        Adds an AWS::SageMaker::Model.RepositoryAuthConfig resource property to the template.

    .DESCRIPTION
        Adds an AWS::SageMaker::Model.RepositoryAuthConfig resource property to the template.


    .LINK
        http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-model-containerdefinition-imageconfig-repositoryauthconfig.html

    .PARAMETER RepositoryCredentialsProviderArn
        Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-model-containerdefinition-imageconfig-repositoryauthconfig.html#cfn-sagemaker-model-containerdefinition-imageconfig-repositoryauthconfig-repositorycredentialsproviderarn
        PrimitiveType: String
        UpdateType: Immutable

    .FUNCTIONALITY
        Vaporshell
    #>

    [OutputType([SageMakerModelRepositoryAuthConfig])]
    [cmdletbinding()]
    [Diagnostics.CodeAnalysis.SuppressMessageAttribute("PSAvoidUsingPlainTextForPassword","RepositoryCredentialsProviderArn")]
    [Diagnostics.CodeAnalysis.SuppressMessageAttribute("PSAvoidUsingUserNameAndPasswordParams","RepositoryCredentialsProviderArn")]
    Param(
        [parameter(Mandatory = $true)]
        [object]
        $RepositoryCredentialsProviderArn
    )
    Process {
        $obj = [SageMakerModelRepositoryAuthConfig]::new($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-VSSageMakerModelRepositoryAuthConfig'

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-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: List
        ItemType: MonitoringInput

    .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)]
        [object]
        $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-VSSageMakerUserProfileCustomImage {
    <#
    .SYNOPSIS
        Adds an AWS::SageMaker::UserProfile.CustomImage resource property to the template.

    .DESCRIPTION
        Adds an AWS::SageMaker::UserProfile.CustomImage resource property to the template.


    .LINK
        http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-userprofile-customimage.html

    .PARAMETER AppImageConfigName
        Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-userprofile-customimage.html#cfn-sagemaker-userprofile-customimage-appimageconfigname
        UpdateType: Mutable
        PrimitiveType: String

    .PARAMETER ImageName
        Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-userprofile-customimage.html#cfn-sagemaker-userprofile-customimage-imagename
        UpdateType: Mutable
        PrimitiveType: String

    .PARAMETER ImageVersionNumber
        Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-userprofile-customimage.html#cfn-sagemaker-userprofile-customimage-imageversionnumber
        UpdateType: Mutable
        PrimitiveType: Integer

    .FUNCTIONALITY
        Vaporshell
    #>

    [OutputType([SageMakerUserProfileCustomImage])]
    [cmdletbinding()]
    Param(
        [parameter(Mandatory = $true)]
        [object]
        $AppImageConfigName,
        [parameter(Mandatory = $true)]
        [object]
        $ImageName,
        [parameter(Mandatory = $false)]
        [object]
        $ImageVersionNumber
    )
    Process {
        $obj = [SageMakerUserProfileCustomImage]::new($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-VSSageMakerUserProfileCustomImage'

function Add-VSSageMakerUserProfileJupyterServerAppSettings {
    <#
    .SYNOPSIS
        Adds an AWS::SageMaker::UserProfile.JupyterServerAppSettings resource property to the template.

    .DESCRIPTION
        Adds an AWS::SageMaker::UserProfile.JupyterServerAppSettings resource property to the template.


    .LINK
        http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-userprofile-jupyterserverappsettings.html

    .PARAMETER DefaultResourceSpec
        Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-userprofile-jupyterserverappsettings.html#cfn-sagemaker-userprofile-jupyterserverappsettings-defaultresourcespec
        UpdateType: Mutable
        Type: ResourceSpec

    .FUNCTIONALITY
        Vaporshell
    #>

    [OutputType([SageMakerUserProfileJupyterServerAppSettings])]
    [cmdletbinding()]
    Param(
        [parameter(Mandatory = $false)]
        $DefaultResourceSpec
    )
    Process {
        $obj = [SageMakerUserProfileJupyterServerAppSettings]::new($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-VSSageMakerUserProfileJupyterServerAppSettings'

function Add-VSSageMakerUserProfileKernelGatewayAppSettings {
    <#
    .SYNOPSIS
        Adds an AWS::SageMaker::UserProfile.KernelGatewayAppSettings resource property to the template.

    .DESCRIPTION
        Adds an AWS::SageMaker::UserProfile.KernelGatewayAppSettings resource property to the template.


    .LINK
        http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-userprofile-kernelgatewayappsettings.html

    .PARAMETER CustomImages
        Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-userprofile-kernelgatewayappsettings.html#cfn-sagemaker-userprofile-kernelgatewayappsettings-customimages
        UpdateType: Mutable
        Type: List
        ItemType: CustomImage
        DuplicatesAllowed: True

    .PARAMETER DefaultResourceSpec
        Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-userprofile-kernelgatewayappsettings.html#cfn-sagemaker-userprofile-kernelgatewayappsettings-defaultresourcespec
        UpdateType: Mutable
        Type: ResourceSpec

    .FUNCTIONALITY
        Vaporshell
    #>

    [OutputType([SageMakerUserProfileKernelGatewayAppSettings])]
    [cmdletbinding()]
    Param(
        [parameter(Mandatory = $false)]
        [object]
        $CustomImages,
        [parameter(Mandatory = $false)]
        $DefaultResourceSpec
    )
    Process {
        $obj = [SageMakerUserProfileKernelGatewayAppSettings]::new($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-VSSageMakerUserProfileKernelGatewayAppSettings'

function Add-VSSageMakerUserProfileResourceSpec {
    <#
    .SYNOPSIS
        Adds an AWS::SageMaker::UserProfile.ResourceSpec resource property to the template.

    .DESCRIPTION
        Adds an AWS::SageMaker::UserProfile.ResourceSpec resource property to the template.


    .LINK
        http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-userprofile-resourcespec.html

    .PARAMETER InstanceType
        Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-userprofile-resourcespec.html#cfn-sagemaker-userprofile-resourcespec-instancetype
        UpdateType: Mutable
        PrimitiveType: String

    .PARAMETER SageMakerImageArn
        Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-userprofile-resourcespec.html#cfn-sagemaker-userprofile-resourcespec-sagemakerimagearn
        UpdateType: Mutable
        PrimitiveType: String

    .PARAMETER SageMakerImageVersionArn
        Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-userprofile-resourcespec.html#cfn-sagemaker-userprofile-resourcespec-sagemakerimageversionarn
        UpdateType: Mutable
        PrimitiveType: String

    .FUNCTIONALITY
        Vaporshell
    #>

    [OutputType([SageMakerUserProfileResourceSpec])]
    [cmdletbinding()]
    Param(
        [parameter(Mandatory = $false)]
        [object]
        $InstanceType,
        [parameter(Mandatory = $false)]
        [object]
        $SageMakerImageArn,
        [parameter(Mandatory = $false)]
        [object]
        $SageMakerImageVersionArn
    )
    Process {
        $obj = [SageMakerUserProfileResourceSpec]::new($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-VSSageMakerUserProfileResourceSpec'

function Add-VSSageMakerUserProfileSharingSettings {
    <#
    .SYNOPSIS
        Adds an AWS::SageMaker::UserProfile.SharingSettings resource property to the template.

    .DESCRIPTION
        Adds an AWS::SageMaker::UserProfile.SharingSettings resource property to the template.


    .LINK
        http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-userprofile-sharingsettings.html

    .PARAMETER NotebookOutputOption
        Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-userprofile-sharingsettings.html#cfn-sagemaker-userprofile-sharingsettings-notebookoutputoption
        UpdateType: Mutable
        PrimitiveType: String

    .PARAMETER S3KmsKeyId
        Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-userprofile-sharingsettings.html#cfn-sagemaker-userprofile-sharingsettings-s3kmskeyid
        UpdateType: Mutable
        PrimitiveType: String

    .PARAMETER S3OutputPath
        Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-userprofile-sharingsettings.html#cfn-sagemaker-userprofile-sharingsettings-s3outputpath
        UpdateType: Mutable
        PrimitiveType: String

    .FUNCTIONALITY
        Vaporshell
    #>

    [OutputType([SageMakerUserProfileSharingSettings])]
    [cmdletbinding()]
    Param(
        [parameter(Mandatory = $false)]
        [object]
        $NotebookOutputOption,
        [parameter(Mandatory = $false)]
        [object]
        $S3KmsKeyId,
        [parameter(Mandatory = $false)]
        [object]
        $S3OutputPath
    )
    Process {
        $obj = [SageMakerUserProfileSharingSettings]::new($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-VSSageMakerUserProfileSharingSettings'

function Add-VSSageMakerUserProfileUserSettings {
    <#
    .SYNOPSIS
        Adds an AWS::SageMaker::UserProfile.UserSettings resource property to the template.

    .DESCRIPTION
        Adds an AWS::SageMaker::UserProfile.UserSettings resource property to the template.


    .LINK
        http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-userprofile-usersettings.html

    .PARAMETER ExecutionRole
        Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-userprofile-usersettings.html#cfn-sagemaker-userprofile-usersettings-executionrole
        UpdateType: Mutable
        PrimitiveType: String

    .PARAMETER JupyterServerAppSettings
        Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-userprofile-usersettings.html#cfn-sagemaker-userprofile-usersettings-jupyterserverappsettings
        UpdateType: Mutable
        Type: JupyterServerAppSettings

    .PARAMETER KernelGatewayAppSettings
        Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-userprofile-usersettings.html#cfn-sagemaker-userprofile-usersettings-kernelgatewayappsettings
        UpdateType: Mutable
        Type: KernelGatewayAppSettings

    .PARAMETER SecurityGroups
        Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-userprofile-usersettings.html#cfn-sagemaker-userprofile-usersettings-securitygroups
        UpdateType: Mutable
        Type: List
        PrimitiveItemType: String
        DuplicatesAllowed: True

    .PARAMETER SharingSettings
        Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-userprofile-usersettings.html#cfn-sagemaker-userprofile-usersettings-sharingsettings
        UpdateType: Mutable
        Type: SharingSettings

    .FUNCTIONALITY
        Vaporshell
    #>

    [OutputType([SageMakerUserProfileUserSettings])]
    [cmdletbinding()]
    Param(
        [parameter(Mandatory = $false)]
        [object]
        $ExecutionRole,
        [parameter(Mandatory = $false)]
        $JupyterServerAppSettings,
        [parameter(Mandatory = $false)]
        $KernelGatewayAppSettings,
        [parameter(Mandatory = $false)]
        $SecurityGroups,
        [parameter(Mandatory = $false)]
        $SharingSettings
    )
    Process {
        $obj = [SageMakerUserProfileUserSettings]::new($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-VSSageMakerUserProfileUserSettings'

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-VSSageMakerApp {
    <#
    .SYNOPSIS
        Adds an AWS::SageMaker::App resource to the template.

    .DESCRIPTION
        Adds an AWS::SageMaker::App resource to the template.

    .LINK
        http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-app.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 AppName
        Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-app.html#cfn-sagemaker-app-appname
        UpdateType: Immutable
        PrimitiveType: String

    .PARAMETER AppType
        Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-app.html#cfn-sagemaker-app-apptype
        UpdateType: Immutable
        PrimitiveType: String

    .PARAMETER DomainId
        Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-app.html#cfn-sagemaker-app-domainid
        UpdateType: Immutable
        PrimitiveType: String

    .PARAMETER ResourceSpec
        Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-app.html#cfn-sagemaker-app-resourcespec
        UpdateType: Mutable
        Type: ResourceSpec

    .PARAMETER Tags
        Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-app.html#cfn-sagemaker-app-tags
        UpdateType: Immutable
        Type: List
        ItemType: Tag
        DuplicatesAllowed: True

    .PARAMETER UserProfileName
        Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-app.html#cfn-sagemaker-app-userprofilename
        UpdateType: Immutable
        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([SageMakerApp])]
    [cmdletbinding()]
    Param(
        [parameter(Mandatory = $true,Position = 0)]
        [ValidateLogicalId()]
        [string]
        $LogicalId,
        [parameter(Mandatory = $true)]
        [object]
        $AppName,
        [parameter(Mandatory = $true)]
        [object]
        $AppType,
        [parameter(Mandatory = $true)]
        [object]
        $DomainId,
        [parameter(Mandatory = $false)]
        $ResourceSpec,
        [TransformTag()]
        [object]
        [parameter(Mandatory = $false)]
        $Tags,
        [parameter(Mandatory = $true)]
        [object]
        $UserProfileName,
        [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 {
        $obj = [SageMakerApp]::new($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-VSSageMakerApp'

function New-VSSageMakerAppImageConfig {
    <#
    .SYNOPSIS
        Adds an AWS::SageMaker::AppImageConfig resource to the template.

    .DESCRIPTION
        Adds an AWS::SageMaker::AppImageConfig resource to the template.

    .LINK
        http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-appimageconfig.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 AppImageConfigName
        Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-appimageconfig.html#cfn-sagemaker-appimageconfig-appimageconfigname
        UpdateType: Immutable
        PrimitiveType: String

    .PARAMETER KernelGatewayImageConfig
        Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-appimageconfig.html#cfn-sagemaker-appimageconfig-kernelgatewayimageconfig
        UpdateType: Mutable
        Type: KernelGatewayImageConfig

    .PARAMETER Tags
        Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-appimageconfig.html#cfn-sagemaker-appimageconfig-tags
        UpdateType: Immutable
        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([SageMakerAppImageConfig])]
    [cmdletbinding()]
    Param(
        [parameter(Mandatory = $true,Position = 0)]
        [ValidateLogicalId()]
        [string]
        $LogicalId,
        [parameter(Mandatory = $true)]
        [object]
        $AppImageConfigName,
        [parameter(Mandatory = $false)]
        $KernelGatewayImageConfig,
        [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 {
        $obj = [SageMakerAppImageConfig]::new($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-VSSageMakerAppImageConfig'

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 Tags
        Not currently supported by AWS CloudFormation.

        Type: List
        Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-coderepository.html#cfn-sagemaker-coderepository-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([SageMakerCodeRepository])]
    [cmdletbinding()]
    Param(
        [parameter(Mandatory = $true,Position = 0)]
        [ValidateLogicalId()]
        [string]
        $LogicalId,
        [parameter(Mandatory = $false)]
        [object]
        $CodeRepositoryName,
        [parameter(Mandatory = $true)]
        $GitConfig,
        [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 {
        $obj = [SageMakerCodeRepository]::new($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: 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([SageMakerDevice])]
    [cmdletbinding()]
    Param(
        [parameter(Mandatory = $true,Position = 0)]
        [ValidateLogicalId()]
        [string]
        $LogicalId,
        [parameter(Mandatory = $true)]
        [object]
        $DeviceFleetName,
        [parameter(Mandatory = $false)]
        [VSJson]
        $Device,
        [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 {
        $obj = [SageMakerDevice]::new($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: 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([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,
        [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 {
        $obj = [SageMakerDeviceFleet]::new($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-VSSageMakerDomain {
    <#
    .SYNOPSIS
        Adds an AWS::SageMaker::Domain resource to the template.

    .DESCRIPTION
        Adds an AWS::SageMaker::Domain resource to the template.

    .LINK
        http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-domain.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 AppNetworkAccessType
        Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-domain.html#cfn-sagemaker-domain-appnetworkaccesstype
        UpdateType: Immutable
        PrimitiveType: String

    .PARAMETER AuthMode
        Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-domain.html#cfn-sagemaker-domain-authmode
        UpdateType: Immutable
        PrimitiveType: String

    .PARAMETER DefaultUserSettings
        Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-domain.html#cfn-sagemaker-domain-defaultusersettings
        UpdateType: Mutable
        Type: UserSettings

    .PARAMETER DomainName
        Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-domain.html#cfn-sagemaker-domain-domainname
        UpdateType: Immutable
        PrimitiveType: String

    .PARAMETER KmsKeyId
        Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-domain.html#cfn-sagemaker-domain-kmskeyid
        UpdateType: Immutable
        PrimitiveType: String

    .PARAMETER SubnetIds
        Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-domain.html#cfn-sagemaker-domain-subnetids
        UpdateType: Immutable
        Type: List
        PrimitiveItemType: String
        DuplicatesAllowed: True

    .PARAMETER Tags
        Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-domain.html#cfn-sagemaker-domain-tags
        UpdateType: Immutable
        Type: List
        ItemType: Tag
        DuplicatesAllowed: True

    .PARAMETER VpcId
        Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-domain.html#cfn-sagemaker-domain-vpcid
        UpdateType: Immutable
        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([SageMakerDomain])]
    [cmdletbinding()]
    Param(
        [parameter(Mandatory = $true,Position = 0)]
        [ValidateLogicalId()]
        [string]
        $LogicalId,
        [parameter(Mandatory = $false)]
        [object]
        $AppNetworkAccessType,
        [parameter(Mandatory = $true)]
        [object]
        $AuthMode,
        [parameter(Mandatory = $true)]
        $DefaultUserSettings,
        [parameter(Mandatory = $true)]
        [object]
        $DomainName,
        [parameter(Mandatory = $false)]
        [object]
        $KmsKeyId,
        [parameter(Mandatory = $true)]
        $SubnetIds,
        [TransformTag()]
        [object]
        [parameter(Mandatory = $false)]
        $Tags,
        [parameter(Mandatory = $true)]
        [object]
        $VpcId,
        [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 {
        $obj = [SageMakerDomain]::new($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-VSSageMakerDomain'

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-VSSageMakerFeatureGroup {
    <#
    .SYNOPSIS
        Adds an AWS::SageMaker::FeatureGroup resource to the template.

    .DESCRIPTION
        Adds an AWS::SageMaker::FeatureGroup resource to the template.

    .LINK
        http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-featuregroup.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 FeatureGroupName
        Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-featuregroup.html#cfn-sagemaker-featuregroup-featuregroupname
        UpdateType: Immutable
        PrimitiveType: String

    .PARAMETER RecordIdentifierFeatureName
        Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-featuregroup.html#cfn-sagemaker-featuregroup-recordidentifierfeaturename
        UpdateType: Immutable
        PrimitiveType: String

    .PARAMETER EventTimeFeatureName
        Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-featuregroup.html#cfn-sagemaker-featuregroup-eventtimefeaturename
        UpdateType: Immutable
        PrimitiveType: String

    .PARAMETER FeatureDefinitions
        Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-featuregroup.html#cfn-sagemaker-featuregroup-featuredefinitions
        UpdateType: Immutable
        Type: List
        ItemType: FeatureDefinition
        DuplicatesAllowed: True

    .PARAMETER OnlineStoreConfig
        Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-featuregroup.html#cfn-sagemaker-featuregroup-onlinestoreconfig
        UpdateType: Immutable
        PrimitiveType: Json

    .PARAMETER OfflineStoreConfig
        Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-featuregroup.html#cfn-sagemaker-featuregroup-offlinestoreconfig
        UpdateType: Immutable
        PrimitiveType: Json

    .PARAMETER RoleArn
        Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-featuregroup.html#cfn-sagemaker-featuregroup-rolearn
        UpdateType: Immutable
        PrimitiveType: String

    .PARAMETER Description
        Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-featuregroup.html#cfn-sagemaker-featuregroup-description
        UpdateType: Immutable
        PrimitiveType: String

    .PARAMETER Tags
        Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-featuregroup.html#cfn-sagemaker-featuregroup-tags
        UpdateType: Immutable
        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([SageMakerFeatureGroup])]
    [cmdletbinding()]
    Param(
        [parameter(Mandatory = $true,Position = 0)]
        [ValidateLogicalId()]
        [string]
        $LogicalId,
        [parameter(Mandatory = $true)]
        [object]
        $FeatureGroupName,
        [parameter(Mandatory = $true)]
        [object]
        $RecordIdentifierFeatureName,
        [parameter(Mandatory = $true)]
        [object]
        $EventTimeFeatureName,
        [parameter(Mandatory = $true)]
        [object]
        $FeatureDefinitions,
        [parameter(Mandatory = $false)]
        [VSJson]
        $OnlineStoreConfig,
        [parameter(Mandatory = $false)]
        [VSJson]
        $OfflineStoreConfig,
        [parameter(Mandatory = $false)]
        [object]
        $RoleArn,
        [parameter(Mandatory = $false)]
        [object]
        $Description,
        [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 {
        $obj = [SageMakerFeatureGroup]::new($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-VSSageMakerFeatureGroup'

function New-VSSageMakerImage {
    <#
    .SYNOPSIS
        Adds an AWS::SageMaker::Image resource to the template.

    .DESCRIPTION
        Adds an AWS::SageMaker::Image resource to the template.

    .LINK
        http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-image.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 ImageName
        Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-image.html#cfn-sagemaker-image-imagename
        UpdateType: Immutable
        PrimitiveType: String

    .PARAMETER ImageRoleArn
        Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-image.html#cfn-sagemaker-image-imagerolearn
        UpdateType: Mutable
        PrimitiveType: String

    .PARAMETER ImageDisplayName
        Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-image.html#cfn-sagemaker-image-imagedisplayname
        UpdateType: Mutable
        PrimitiveType: String

    .PARAMETER ImageDescription
        Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-image.html#cfn-sagemaker-image-imagedescription
        UpdateType: Mutable
        PrimitiveType: String

    .PARAMETER Tags
        Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-image.html#cfn-sagemaker-image-tags
        UpdateType: Mutable
        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([SageMakerImage])]
    [cmdletbinding()]
    Param(
        [parameter(Mandatory = $true,Position = 0)]
        [ValidateLogicalId()]
        [string]
        $LogicalId,
        [parameter(Mandatory = $true)]
        [object]
        $ImageName,
        [parameter(Mandatory = $true)]
        [object]
        $ImageRoleArn,
        [parameter(Mandatory = $false)]
        [object]
        $ImageDisplayName,
        [parameter(Mandatory = $false)]
        [object]
        $ImageDescription,
        [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 {
        $obj = [SageMakerImage]::new($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-VSSageMakerImage'

function New-VSSageMakerImageVersion {
    <#
    .SYNOPSIS
        Adds an AWS::SageMaker::ImageVersion resource to the template.

    .DESCRIPTION
        Adds an AWS::SageMaker::ImageVersion resource to the template.

    .LINK
        http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-imageversion.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 ImageName
        Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-imageversion.html#cfn-sagemaker-imageversion-imagename
        UpdateType: Immutable
        PrimitiveType: String

    .PARAMETER BaseImage
        Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-imageversion.html#cfn-sagemaker-imageversion-baseimage
        UpdateType: Immutable
        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([SageMakerImageVersion])]
    [cmdletbinding()]
    Param(
        [parameter(Mandatory = $true,Position = 0)]
        [ValidateLogicalId()]
        [string]
        $LogicalId,
        [parameter(Mandatory = $true)]
        [object]
        $ImageName,
        [parameter(Mandatory = $true)]
        [object]
        $BaseImage,
        [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 {
        $obj = [SageMakerImageVersion]::new($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-VSSageMakerImageVersion'

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 InferenceExecutionConfig
        Type: InferenceExecutionConfig
        Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-model.html#cfn-sagemaker-model-inferenceexecutionconfig
        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,
        [parameter(Mandatory = $false)]
        $InferenceExecutionConfig,
        [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-VSSageMakerUserProfile {
    <#
    .SYNOPSIS
        Adds an AWS::SageMaker::UserProfile resource to the template.

    .DESCRIPTION
        Adds an AWS::SageMaker::UserProfile resource to the template.

    .LINK
        http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-userprofile.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 DomainId
        Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-userprofile.html#cfn-sagemaker-userprofile-domainid
        UpdateType: Immutable
        PrimitiveType: String

    .PARAMETER SingleSignOnUserIdentifier
        Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-userprofile.html#cfn-sagemaker-userprofile-singlesignonuseridentifier
        UpdateType: Immutable
        PrimitiveType: String

    .PARAMETER SingleSignOnUserValue
        Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-userprofile.html#cfn-sagemaker-userprofile-singlesignonuservalue
        UpdateType: Immutable
        PrimitiveType: String

    .PARAMETER UserProfileName
        Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-userprofile.html#cfn-sagemaker-userprofile-userprofilename
        UpdateType: Immutable
        PrimitiveType: String

    .PARAMETER UserSettings
        Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-userprofile.html#cfn-sagemaker-userprofile-usersettings
        UpdateType: Mutable
        Type: UserSettings

    .PARAMETER Tags
        Documentation: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-userprofile.html#cfn-sagemaker-userprofile-tags
        UpdateType: Immutable
        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([SageMakerUserProfile])]
    [cmdletbinding()]
    Param(
        [parameter(Mandatory = $true,Position = 0)]
        [ValidateLogicalId()]
        [string]
        $LogicalId,
        [parameter(Mandatory = $true)]
        [object]
        $DomainId,
        [parameter(Mandatory = $false)]
        [object]
        $SingleSignOnUserIdentifier,
        [parameter(Mandatory = $false)]
        [object]
        $SingleSignOnUserValue,
        [parameter(Mandatory = $true)]
        [object]
        $UserProfileName,
        [parameter(Mandatory = $false)]
        $UserSettings,
        [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 {
        $obj = [SageMakerUserProfile]::new($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-VSSageMakerUserProfile'

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'