AWS.Tools.MachineLearning

4.1.6.0

AWS.Tools.MachineLearning.Completers.psm1

                                # Auto-generated argument completers for parameters of SDK ConstantClass-derived type used in cmdlets.

# Do not modify this file; it may be overwritten during version upgrades.

$psMajorVersion = $PSVersionTable.PSVersion.Major

if ($psMajorVersion -eq 2) 

{ 

    Write-Verbose "Dynamic argument completion not supported in PowerShell version 2; skipping load."

    return 

}

# PowerShell's native Register-ArgumentCompleter cmdlet is available on v5.0 or higher. For lower

# version, we can use the version in the TabExpansion++ module if installed.

$registrationCmdletAvailable = ($psMajorVersion -ge 5) -Or !((Get-Command Register-ArgumentCompleter -ea Ignore) -eq $null)

# internal function to perform the registration using either cmdlet or manipulation

# of the options table

function _awsArgumentCompleterRegistration()

{

    param

    (

        [scriptblock]$scriptBlock,

        [hashtable]$param2CmdletsMap

    )

    if ($registrationCmdletAvailable)

    {

        foreach ($paramName in $param2CmdletsMap.Keys)

        {

             $args = @{

                "ScriptBlock" = $scriptBlock

                "Parameter" = $paramName

            }

            $cmdletNames = $param2CmdletsMap[$paramName]

            if ($cmdletNames -And $cmdletNames.Length -gt 0)

            {

                $args["Command"] = $cmdletNames

            }

            Register-ArgumentCompleter @args

        }

    }

    else

    {

        if (-not $global:options) { $global:options = @{ CustomArgumentCompleters = @{ }; NativeArgumentCompleters = @{ } } }

        foreach ($paramName in $param2CmdletsMap.Keys)

        {

            $cmdletNames = $param2CmdletsMap[$paramName]

            if ($cmdletNames -And $cmdletNames.Length -gt 0)

            {

                foreach ($cn in $cmdletNames)

                {

                    $fqn =  [string]::Concat($cn, ":", $paramName)

                    $global:options['CustomArgumentCompleters'][$fqn] = $scriptBlock

                }

            }

            else

            {

                $global:options['CustomArgumentCompleters'][$paramName] = $scriptBlock

            }

        }

        $function:tabexpansion2 = $function:tabexpansion2 -replace 'End\r\n{', 'End { if ($null -ne $options) { $options += $global:options} else {$options = $global:options}'

    }

}

# To allow for same-name parameters of different ConstantClass-derived types 

# each completer function checks on command name concatenated with parameter name.

# Additionally, the standard code pattern for completers is to pipe through 

# sort-object after filtering against $wordToComplete but we omit this as our members 

# are already sorted.

# Argument completions for service Amazon Machine Learning

$ML_Completers = {

    param($commandName, $parameterName, $wordToComplete, $commandAst, $fakeBoundParameter)

    switch ($("$commandName/$parameterName"))

    {

        # Amazon.MachineLearning.BatchPredictionFilterVariable

        "Get-MLBatchPredictionList/FilterVariable"

        {

            $v = "CreatedAt","DataSourceId","DataURI","IAMUser","LastUpdatedAt","MLModelId","Name","Status"

            break

        }

        # Amazon.MachineLearning.DataSourceFilterVariable

        "Get-MLDataSourceList/FilterVariable"

        {

            $v = "CreatedAt","DataLocationS3","IAMUser","LastUpdatedAt","Name","Status"

            break

        }

        # Amazon.MachineLearning.EvaluationFilterVariable

        "Get-MLEvaluationList/FilterVariable"

        {

            $v = "CreatedAt","DataSourceId","DataURI","IAMUser","LastUpdatedAt","MLModelId","Name","Status"

            break

        }

        # Amazon.MachineLearning.MLModelFilterVariable

        "Get-MLModelList/FilterVariable"

        {

            $v = "Algorithm","CreatedAt","IAMUser","LastUpdatedAt","MLModelType","Name","RealtimeEndpointStatus","Status","TrainingDataSourceId","TrainingDataURI"

            break

        }

        # Amazon.MachineLearning.MLModelType

        "New-MLModel/MLModelType"

        {

            $v = "BINARY","MULTICLASS","REGRESSION"

            break

        }

        # Amazon.MachineLearning.SortOrder

        {

            ($_ -eq "Get-MLBatchPredictionList/SortOrder") -Or

            ($_ -eq "Get-MLDataSourceList/SortOrder") -Or

            ($_ -eq "Get-MLEvaluationList/SortOrder") -Or

            ($_ -eq "Get-MLModelList/SortOrder")

        }

        {

            $v = "asc","dsc"

            break

        }

        # Amazon.MachineLearning.TaggableResourceType

        {

            ($_ -eq "Add-MLResourceTag/ResourceType") -Or

            ($_ -eq "Get-MLResourceTag/ResourceType") -Or

            ($_ -eq "Remove-MLResourceTag/ResourceType")

        }

        {

            $v = "BatchPrediction","DataSource","Evaluation","MLModel"

            break

        }

    }

    $v |

        Where-Object { $_ -like "$wordToComplete*" } |

        ForEach-Object { New-Object System.Management.Automation.CompletionResult $_, $_, 'ParameterValue', $_ }

}

$ML_map = @{

    "FilterVariable"=@("Get-MLBatchPredictionList","Get-MLDataSourceList","Get-MLEvaluationList","Get-MLModelList")

    "MLModelType"=@("New-MLModel")

    "ResourceType"=@("Add-MLResourceTag","Get-MLResourceTag","Remove-MLResourceTag")

    "SortOrder"=@("Get-MLBatchPredictionList","Get-MLDataSourceList","Get-MLEvaluationList","Get-MLModelList")

}

_awsArgumentCompleterRegistration $ML_Completers $ML_map

$ML_SelectCompleters = {

    param($commandName, $parameterName, $wordToComplete, $commandAst, $fakeBoundParameter)

    $cmdletType = Invoke-Expression "[Amazon.PowerShell.Cmdlets.ML.$($commandName.Replace('-', ''))Cmdlet]"

    if (-not $cmdletType) {

        return

    }

    $awsCmdletAttribute = $cmdletType.GetCustomAttributes([Amazon.PowerShell.Common.AWSCmdletAttribute], $false)

    if (-not $awsCmdletAttribute) {

        return

    }

    $type = $awsCmdletAttribute.SelectReturnType

    if (-not $type) {

        return

    }

    $splitSelect = $wordToComplete -Split '\.'

    $splitSelect | Select-Object -First ($splitSelect.Length - 1) | ForEach-Object {

        $propertyName = $_

        $properties = $type.GetProperties(('Instance', 'Public', 'DeclaredOnly')) | Where-Object { $_.Name -ieq $propertyName }

        if ($properties.Length -ne 1) {

            break

        }

        $type = $properties.PropertyType

        $prefix += "$($properties.Name)."

        $asEnumerableType = $type.GetInterface('System.Collections.Generic.IEnumerable`1')

        if ($asEnumerableType -and $type -ne [System.String]) {

            $type =  $asEnumerableType.GetGenericArguments()[0]

        }

    }

    $v = @( '*' )

    $properties = $type.GetProperties(('Instance', 'Public', 'DeclaredOnly')).Name | Sort-Object

    if ($properties) {

        $v += ($properties | ForEach-Object { $prefix + $_ })

    }

    $parameters = $cmdletType.GetProperties(('Instance', 'Public')) | Where-Object { $_.GetCustomAttributes([System.Management.Automation.ParameterAttribute], $true) } | Select-Object -ExpandProperty Name | Sort-Object

    if ($parameters) {

        $v += ($parameters | ForEach-Object { "^$_" })

    }

    $v |

        Where-Object { $_ -match "^$([System.Text.RegularExpressions.Regex]::Escape($wordToComplete)).*" } |

        ForEach-Object { New-Object System.Management.Automation.CompletionResult $_, $_, 'ParameterValue', $_ }

}

$ML_SelectMap = @{

    "Select"=@("Add-MLResourceTag",

               "New-MLBatchPrediction",

               "New-MLDataSourceFromRDS",

               "New-MLDataSourceFromRedshift",

               "New-MLDataSourceFromS3",

               "New-MLEvaluation",

               "New-MLModel",

               "New-MLRealtimeEndpoint",

               "Remove-MLBatchPrediction",

               "Remove-MLDataSource",

               "Remove-MLEvaluation",

               "Remove-MLModel",

               "Remove-MLRealtimeEndpoint",

               "Remove-MLResourceTag",

               "Get-MLBatchPredictionList",

               "Get-MLDataSourceList",

               "Get-MLEvaluationList",

               "Get-MLModelList",

               "Get-MLResourceTag",

               "Get-MLBatchPrediction",

               "Get-MLDataSource",

               "Get-MLEvaluation",

               "Get-MLModel",

               "Get-MLPrediction",

               "Update-MLBatchPrediction",

               "Update-MLDataSource",

               "Update-MLEvaluation",

               "Update-MLMLModel")

}

_awsArgumentCompleterRegistration $ML_SelectCompleters $ML_SelectMap

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