Modules/Scripts/Analytics/MachineLearning.ps1
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<#
.Synopsis Inventory for Azure Machine Learning .DESCRIPTION This script consolidates information for all 'microsoft.machinelearningservices/workspaces' resource provider in $Resources variable. Excel Sheet Name: Machine Learning .Link https://github.com/microsoft/ARI/Modules/Analytics/MachineLearning.ps1 .COMPONENT This powershell Module is part of Azure Resource Inventory (ARI) .NOTES Version: 3.0.1 First Release Date: 19th November, 2020 Authors: Claudio Merola and Renato Gregio #> <######## Default Parameters. Don't modify this ########> param($SCPath, $Sub, $Intag, $Resources, $Task , $File, $SmaResources, $TableStyle, $Unsupported) If ($Task -eq 'Processing') { $AzureML = $Resources | Where-Object { $_.TYPE -eq 'microsoft.machinelearningservices/workspaces' } if($AzureML) { $tmp = @() foreach ($1 in $AzureML) { $ResUCount = 1 $sub1 = $SUB | Where-Object { $_.id -eq $1.subscriptionId } $data = $1.PROPERTIES $sku = $1.SKU $RetDate = '' $RetFeature = '' $timecreated = $data.creationTime $timecreated = [datetime]$timecreated $timecreated = $timecreated.ToString("yyyy-MM-dd HH:mm") $StorageAcc = $data.storageAccount.split('/')[8] $KeyVault = $data.keyVault.split('/')[8] $Insight = $data.applicationInsights.split('/')[8] $containerRegistry = $data.containerRegistry.split('/')[8] $Tags = if(![string]::IsNullOrEmpty($1.tags.psobject.properties)){$1.tags.psobject.properties}else{'0'} foreach ($Tag in $Tags) { $obj = @{ 'ID' = $1.id; 'Subscription' = $sub1.Name; 'Resource Group' = $1.RESOURCEGROUP; 'Name' = $1.NAME; 'Location' = $1.LOCATION; 'SKU' = $sku.name; 'Friendly Name' = $data.friendlyName; 'Description' = $data.description; 'HBI Workspace' = $data.hbiWorkspace; 'Container Registry' = $containerRegistry; 'Retirement Date' = [string]$RetDate; 'Retirement Feature' = $RetFeature; 'Storage HNS Enabled' = $data.storageHnsEnabled; 'Private Link Count' = $data.privateLinkCount; 'Public Access Behind Vnet' = $data.allowPublicAccessWhenBehindVnet; 'Discovery Url' = $data.discoveryUrl; 'ML Flow Tracking Uri' = $data.mlFlowTrackingUri; 'Storage Account' = $StorageAcc; 'Key Vault' = $KeyVault; 'Created Time' = $timecreated; 'Application Insight' = $Insight; 'Resource U' = $ResUCount; 'Tag Name' = [string]$Tag.Name; 'Tag Value' = [string]$Tag.Value } $tmp += $obj if ($ResUCount -eq 1) { $ResUCount = 0 } } } $tmp } } <######## Resource Excel Reporting Begins Here ########> Else { <######## $SmaResources.(RESOURCE FILE NAME) ##########> if ($SmaResources.AzureML) { $TableName = ('AzureMLTable_'+($SmaResources.AzureML.id | Select-Object -Unique).count) $Style = New-ExcelStyle -HorizontalAlignment Center -AutoSize -NumberFormat 0 $condtxt = @() $condtxt += New-ConditionalText - -Range J:J -ConditionalType ContainsText $Exc = New-Object System.Collections.Generic.List[System.Object] $Exc.Add('Subscription') $Exc.Add('Resource Group') $Exc.Add('Name') $Exc.Add('Location') $Exc.Add('SKU') $Exc.Add('Friendly Name') $Exc.Add('Description') $Exc.Add('HBI Workspace') $Exc.Add('Container Registry') $Exc.Add('Retirement Date') $Exc.Add('Retirement Feature') $Exc.Add('Storage HNS Enabled') $Exc.Add('Private Link Count') $Exc.Add('Public Access Behind Vnet') $Exc.Add('Discovery Url') $Exc.Add('ML Flow Tracking Uri') $Exc.Add('Storage Account') $Exc.Add('Key Vault') $Exc.Add('Application Insight') $Exc.Add('Created Time') if($InTag) { $Exc.Add('Tag Name') $Exc.Add('Tag Value') } $ExcelVar = $SmaResources.AzureML $ExcelVar | ForEach-Object { [PSCustomObject]$_ } | Select-Object -Unique $Exc | Export-Excel -Path $File -WorksheetName 'Machine Learning' -AutoSize -MaxAutoSizeRows 100 -TableName $TableName -TableStyle $tableStyle -ConditionalText $condtxt -Style $Style } <######## Insert Column comments and documentations here following this model #########> } |