AzureScout

1.0.0

Modules/Public/InventoryModules/AI/MLDatastores.ps1

                                <#

.Synopsis

Inventory for Azure Machine Learning Datastores

.DESCRIPTION

This script retrieves all datastores within Azure Machine Learning workspaces

via the ARM REST API.

Excel Sheet Name: ML Datastores

.Link

https://github.com/thisismydemo/azure-scout/Modules/Public/InventoryModules/AI/MLDatastores.ps1

.COMPONENT

    This PowerShell Module is part of Azure Scout (AZSC).

.CATEGORY AI

.NOTES

Version: 1.0.0

First Release Date: February 24, 2026

Authors: AzureScout Contributors

#>

<######## Default Parameters. Don't modify this ########>

param($SCPath, $Sub, $Intag, $Resources, $Retirements, $Task, $File, $SmaResources, $TableStyle, $Unsupported)

If ($Task -eq 'Processing')

{

    $mlWorkspaces = $Resources | Where-Object {

        $_.TYPE -eq 'microsoft.machinelearningservices/workspaces' -and

        $_.KIND -notin @('Hub', 'Project')

    }

    if ($mlWorkspaces) {

        $tmp = foreach ($ws in $mlWorkspaces) {

            $sub1 = $SUB | Where-Object { $_.Id -eq $ws.subscriptionId }

            $apiVersion = '2023-04-01'

            $uri = "/subscriptions/$($ws.subscriptionId)/resourceGroups/$($ws.RESOURCEGROUP)/providers/Microsoft.MachineLearningServices/workspaces/$($ws.NAME)/datastores?api-version=$apiVersion"

            try {

                $response = Invoke-AzRestMethod -Path $uri -Method GET -ErrorAction SilentlyContinue

                if ($response.StatusCode -eq 200) {

                    $result     = $response.Content | ConvertFrom-Json

                    $datastores = if ($result.value) { $result.value } else { @() }

                    foreach ($1 in $datastores) {

                        $ResUCount = 1

                        $dProp = $1.properties

                        # Storage path info

                        $storageAccount = if ($dProp.accountName)   { $dProp.accountName }   else { 'N/A' }

                        $container      = if ($dProp.containerName)  { $dProp.containerName }  else { if ($dProp.fileShareName) { $dProp.fileShareName } else { 'N/A' } }

                        $credType       = if ($dProp.credentials -and $dProp.credentials.credentialsType) { $dProp.credentials.credentialsType } else { 'N/A' }

                        $obj = @{

                            'Workspace Name'      = $ws.NAME;

                            'Subscription'        = $sub1.Name;

                            'Resource Group'      = $ws.RESOURCEGROUP;

                            'Datastore Name'      = $1.name;

                            'Datastore Type'      = if ($dProp.datastoreType)   { $dProp.datastoreType }   else { 'N/A' };

                            'Storage Account'     = $storageAccount;

                            'Container/Share'     = $container;

                            'Is Default'          = if ($dProp.isDefault -eq $true) { 'Yes' } else { 'No' };

                            'Credentials Type'    = $credType;

                            'Description'         = if ($dProp.description)    { $dProp.description }    else { 'N/A' };

                            'Resource U'          = $ResUCount;

                            'Tag Name'            = '';

                            'Tag Value'           = '';

                        }

                        $obj

                    }

                }

            } catch {

                Write-Debug ("MLDatastores: Failed for $($ws.NAME): $_")

            }

        }

        $tmp

    }

}

Else

{

    if ($SmaResources) {

        $TableName = ('MLDatastoresTable_' + (($SmaResources.'Resource U' | Measure-Object -Sum).Sum))

        $Style = New-ExcelStyle -HorizontalAlignment Left -AutoSize -NumberFormat '0'

        $Exc = New-Object System.Collections.Generic.List[System.Object]

        $Exc.Add('Workspace Name')

        $Exc.Add('Subscription')

        $Exc.Add('Resource Group')

        $Exc.Add('Datastore Name')

        $Exc.Add('Datastore Type')

        $Exc.Add('Storage Account')

        $Exc.Add('Container/Share')

        $Exc.Add('Is Default')

        $Exc.Add('Credentials Type')

        $Exc.Add('Description')

        $Exc.Add('Resource U')

        [PSCustomObject]$SmaResources |

        ForEach-Object { $_ } | Select-Object $Exc |

        Export-Excel -Path $File `

            -WorksheetName 'ML Datastores' `

            -AutoSize -MaxAutoSizeRows 100 `

            -TableName $TableName -TableStyle $TableStyle -Style $Style

    }

}