Modules/Public/PublicFunctions/Invoke-AzureScout.ps1

<#
.SYNOPSIS
    This script creates Excel file to Analyze Azure Resources inside a Tenant
 
.DESCRIPTION
    Do you want to analyze your Azure Advisories in a table format? Document it in xlsx format.
 
.PARAMETER TenantID
    Specify the tenant ID you want to create a Resource Inventory.
 
    >>> IMPORTANT: YOU NEED TO USE THIS PARAMETER FOR TENANTS WITH MULTI-FACTOR AUTHENTICATION. <<<
 
.PARAMETER SubscriptionID
    Use this parameter to collect a specific Subscription in a Tenant
 
.PARAMETER ManagementGroup
    Use this parameter to collect all Subscriptions in a Specific Management Group in a Tenant
 
.PARAMETER Lite
    Use this parameter to use only the Import-Excel module and don't create the charts (using Excel's API)
 
.PARAMETER SecurityCenter
    Use this parameter to collect Security Center Advisories
 
.PARAMETER SkipAdvisory
    Use this parameter to skip the capture of Azure Advisories
 
.PARAMETER SkipPolicy
    Use this parameter to skip the capture of Azure Policies
 
.PARAMETER QuotaUsage
    Use this parameter to include Quota information
 
.PARAMETER IncludeTags
    Use this parameter to include Tags of every Azure Resources
 
.PARAMETER Debug
    Output detailed debug information.
 
.PARAMETER AzureEnvironment
    Specifies the Azure Cloud Environment to use. Default is 'AzureCloud'.
 
.PARAMETER Overview
    Specifies the Excel overview sheet design. Each value will change the main charts in the Overview sheet. Valid values are 1, 2, or 3. Default is 1.
 
.PARAMETER AppId
    Specifies the Application (client) ID for service principal authentication. Requires TenantID and either Secret or CertificatePath.
 
.PARAMETER Secret
    Specifies the client secret for SPN + Secret authentication. Requires TenantID and AppId.
 
.PARAMETER CertificatePath
    Specifies the path to a PKCS#12 certificate file for SPN + Certificate authentication. Requires TenantID and AppId.
 
.PARAMETER CertificatePassword
    Specifies the password protecting the certificate file. Optional — only needed if the certificate is password-protected.
 
.PARAMETER Scope
    Controls which data sources are queried.
    - ArmOnly (default): Scans Azure Resource Manager resources (subscriptions, VMs, networks, etc.). Requires subscription Reader role.
    - EntraOnly: Scans Microsoft Entra ID only (users, groups, Conditional Access, PIM, etc.). Requires Microsoft Graph permissions.
    - All: Scans both ARM and Entra ID. Requires both subscription Reader AND Graph permissions.
 
    NOTE: By default, Entra ID is NOT scanned. Use -Scope All or -Scope EntraOnly to include Entra ID resources.
 
.PARAMETER CheckResourceProviders
    When specified, validates that required Azure resource providers are registered in each subscription
    before running the inventory. Unregistered providers produce warnings but do not block execution;
    modules that depend on unregistered providers are silently skipped for that subscription.
 
.PARAMETER PermissionAudit
    Runs a dedicated permissions audit only. No inventory is collected, no Excel or JSON report is
    generated. Outputs a colour-coded console report showing ARM/RBAC access across all visible
    subscriptions and resource provider registration status. Add -IncludeEntraPermissions to also
    audit Microsoft Graph / Entra ID permissions.
 
    Compatible with all existing authentication parameters (-TenantID, -AppId, -Secret,
    -CertificatePath, -DeviceLogin) so you can audit a service principal before a scheduled run.
 
.PARAMETER IncludeEntraPermissions
    Used with -PermissionAudit. Extends the audit to include Microsoft Graph permission checks
    required for Entra ID scanning (-Scope All or -Scope EntraOnly). Tests actual Graph API calls
    to verify real access rather than relying solely on token claims.
    Requires a Graph-capable token (interactive user with Directory Reader role, or SPN with Graph
    API application permissions and admin consent).
 
.PARAMETER Category
    Limits inventory collection to one or more resource categories (folder names under InventoryModules).
    Default is 'All', which processes every category. When one or more specific categories are provided,
    only modules in those folders are executed — speeding up targeted runs.
    Valid values: All, AI, Analytics, Compute, Containers, Databases, Hybrid, Identity, Integration,
    IoT, Management, Monitor, Networking, Security, Storage, Web.
 
.PARAMETER OutputFormat
    Controls which report formats are generated. Valid values:
    - All (default): Generate both Excel (.xlsx) and JSON (.json) reports
    - Excel: Generate only the Excel report (skip JSON)
    - Json: Generate only the JSON report (skip Excel generation)
 
.PARAMETER SkipPermissionCheck
    Skip the pre-flight permission validation. By default, AZSC checks ARM and Graph
    permissions before running and displays warnings for any missing access.
 
.PARAMETER ResourceGroup
    Specifies one or more unique Resource Groups to be inventoried. Requires SubscriptionID.
 
.PARAMETER TagKey
    Specifies the tag key to be inventoried. Requires SubscriptionID.
 
.PARAMETER TagValue
    Specifies the tag value to be inventoried. Requires SubscriptionID.
 
.PARAMETER Heavy
    Use this parameter to enable heavy mode. This will force the job's load to be split into smaller batches. Avoiding CPU overload.
 
.PARAMETER SkipAPIs
    Use this parameter to skip the capture of resources trough REST API.
 
.PARAMETER Automation
    Use this parameter to run in automation mode.
 
.PARAMETER StorageAccount
    Specifies the Storage Account name for storing the report.
 
.PARAMETER StorageContainer
    Specifies the Storage Container name for storing the report.
 
.PARAMETER Help
    Use this parameter to display the help information.
 
.PARAMETER DeviceLogin
    Use this parameter to enable device login.
 
.PARAMETER DiagramFullEnvironment
    Use this parameter to include the full environment in the diagram. By default the Network Topology Diagram will only include VNETs that are peered with other VNETs, this parameter will force the diagram to include all VNETs.
 
.PARAMETER ReportName
    Specifies the name of the report. Default is 'AzureScout'.
 
.PARAMETER ReportDir
    Specifies the directory where the report will be saved.
 
.EXAMPLE
    Default utilization. Read all tenants you have privileges, select a tenant in menu and collect from all subscriptions:
    PS C:\> Invoke-AzureScout
 
    Define the Tenant ID:
    PS C:\> Invoke-AzureScout -TenantID <your-Tenant-Id>
 
    Define the Tenant ID and for a specific Subscription:
    PS C:\> Invoke-AzureScout -TenantID <your-Tenant-Id> -SubscriptionID <your-Subscription-Id>
 
    Run a permission audit (ARM only) before a full inventory run:
    PS C:\> Invoke-AzureScout -TenantID <your-Tenant-Id> -PermissionAudit
 
    Run a full permission audit including Entra ID / Microsoft Graph:
    PS C:\> Invoke-AzureScout -TenantID <your-Tenant-Id> -PermissionAudit -IncludeEntraPermissions
 
    Audit permissions for a service principal (ARM + Entra):
    PS C:\> Invoke-AzureScout -TenantID <your-Tenant-Id> -AppId <appId> -Secret <secret> -PermissionAudit -IncludeEntraPermissions
 
    Save the permission audit as a JSON file:
    PS C:\> Invoke-AzureScout -TenantID <your-Tenant-Id> -PermissionAudit -OutputFormat Json
 
    Save the permission audit as a Markdown report:
    PS C:\> Invoke-AzureScout -TenantID <your-Tenant-Id> -PermissionAudit -OutputFormat Markdown
 
.EXAMPLE
    ARM/RBAC audit for the current logged-in user:
    PS C:\> Invoke-AzureScout -PermissionAudit
 
.EXAMPLE
    ARM + Microsoft Graph / Entra ID audit for the current user:
    PS C:\> Invoke-AzureScout -PermissionAudit -IncludeEntraPermissions
 
.EXAMPLE
    Full ARM + Graph audit using a service principal (SPN):
    PS C:\> Invoke-AzureScout -TenantID <id> -AppId <id> -Secret <secret> -PermissionAudit -IncludeEntraPermissions
 
.EXAMPLE
    Check permissions for a specific tenant before running a full inventory:
    PS C:\> Invoke-AzureScout -TenantID <id> -PermissionAudit
 
.NOTES
    AUTHORS: Claudio Merola and Renato Gregio | Azure Infrastucture/Automation/Devops/Governance
 
    Copyright (c) 2018 Microsoft Corporation. All rights reserved.
 
    THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
    IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
    FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
    AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
    LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
    OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
    THE SOFTWARE.
 
.LINK
    Official Repository: https://github.com/thisismydemo/azure-scout
#>

Function Invoke-AzureScout {
    [CmdletBinding(PositionalBinding=$false)]
    param (
        [ValidateSet(1, 2, 3)]
        [int]$Overview = 1,
        [ValidateSet('AzureCloud', 'AzureUSGovernment', 'AzureChinaCloud', 'AzureGermanCloud')]
        [string]$AzureEnvironment = 'AzureCloud',
        [string]$TenantID,
        [string]$AppId,
        [string]$Secret,
        [string]$CertificatePath,
        [string]$CertificatePassword,
        [string]$ReportName = 'AzureScout',
        [string]$ReportDir,
        [string]$StorageAccount,
        [string]$StorageContainer,
        [String[]]$SubscriptionID,
        [string[]]$ManagementGroup,
        [string[]]$ResourceGroup,
        [string[]]$TagKey,
        [string[]]$TagValue,
        [switch]$SecurityCenter,
        [switch]$Heavy,
        [Alias("SkipAdvisories","NoAdvisory","SkipAdvisor")]
        [switch]$SkipAdvisory,
        [Alias("NoPolicy","SkipPolicies")]
        [switch]$SkipPolicy,
        [Alias("NoAPI","SkipAPI")]
        [switch]$SkipAPIs,
        [Alias("IncludeTag","AddTags")]
        [switch]$IncludeTags,
        [Alias("SkipVMDetail","NoVMDetails")]
        [switch]$SkipVMDetails,
        [Alias("Costs","IncludeCost")]
        [switch]$IncludeCosts,
        [switch]$QuotaUsage,
        [switch]$SkipDiagram,
        [switch]$Automation,
        [Alias("Low","Light")]
        [switch]$Lite,
        [switch]$Help,
        [switch]$DeviceLogin,
        [switch]$DiagramFullEnvironment,
        [ValidateSet('All', 'ArmOnly', 'EntraOnly')]
        [string]$Scope = 'ArmOnly',
        [switch]$SkipPermissionCheck,
        [switch]$CheckResourceProviders,
        [Alias('AuditPermissions','CheckPermissions')]
        [switch]$PermissionAudit,
        [Alias('EntraAudit','CheckEntraPermissions')]
        [switch]$IncludeEntraPermissions,
        [ValidateSet('All', 'Excel', 'Json', 'Markdown', 'AsciiDoc', 'MD', 'Adoc')]
        [string]$OutputFormat = 'All',
        [ValidateSet('All', 'AI', 'Analytics', 'Compute', 'Containers', 'Databases', 'Hybrid', 'Identity', 'Integration', 'IoT', 'Management', 'Monitor', 'Networking', 'Security', 'Storage', 'Web')]
        [string[]]$Category = @('All')
        )

    Write-Debug ((get-date -Format 'yyyy-MM-dd_HH_mm_ss')+' - '+'Debugging Mode: On. ErrorActionPreference was set to "Continue", every error will be presented.')

    if ($DebugPreference -eq 'SilentlyContinue')
        {
            Write-Host 'Debugging Mode: ' -nonewline
            Write-Host 'Off' -ForegroundColor Yellow
            Write-Host 'Use the parameter ' -nonewline
            Write-Host '-Debug' -nonewline -ForegroundColor Yellow
            Write-Host ' to see debugging information during the inventory execution.'
            Write-Host 'For large environments, it is recommended to use the -Debug parameter to monitor the progress.' -ForegroundColor Yellow
        }

    if ($IncludeTags.IsPresent) { $InTag = $true } else { $InTag = $false }

    # ── Category alias normalization (18.2.5) ────────────────────────────────────
    # Map official long names AND alternate spellings → folder-name short values
    $_categoryAliasMap = @{
        'AI + machine learning'     = 'AI'
        'AI+machine learning'       = 'AI'
        'Machine Learning'          = 'AI'
        'Internet of Things'        = 'IoT'
        'Monitoring'                = 'Monitor'
        'Management and governance' = 'Management'
        'Management & governance'   = 'Management'
        'Web & Mobile'              = 'Web'
        'Hybrid + multicloud'       = 'Hybrid'
        'Hybrid+multicloud'         = 'Hybrid'
        'DevOps'                    = 'Management'   # DevOps lives under Management folder
        'Migration'                 = 'Management'   # Migration lives under Management folder
    }
    $Category = $Category | ForEach-Object {
        if ($_categoryAliasMap.ContainsKey($_)) { $_categoryAliasMap[$_] } else { $_ }
    }
    $Category = $Category | Select-Object -Unique
    # ─────────────────────────────────────────────────────────────────────────────

    if ($Lite.IsPresent) { $RunLite = $true }else { $RunLite = $false }
    if ($DiagramFullEnvironment.IsPresent) {$FullEnv = $true}else{$FullEnv = $false}
    if ($Automation.IsPresent)
        {
            $SkipAPIs = $true
            $RunLite = $true
            if (!$StorageAccount -or !$StorageContainer)
                {
                    Write-Output "Storage Account and Container are required for Automation mode. Aborting."
                    exit
                }
        }
    if ($Overview -eq 1 -and $SkipAPIs)
        {
            $Overview = 2
        }
    $TableStyle = "Light19"

    <######################################################### Help ######################################################################>

    Function Get-AZSCUsageMode() {
        Write-Host ""
        Write-Host "Parameters"
        Write-Host ""
        Write-Host " -TenantID <ID> : Specifies the Tenant to be inventoried. "
        Write-Host " -SubscriptionID <ID> : Specifies Subscription(s) to be inventoried. "
        Write-Host " -ResourceGroup <NAME> : Specifies one (or more) unique Resource Group to be inventoried, This parameter requires the -SubscriptionID to work. "
        Write-Host " -AppId <ID> : Specifies the ApplicationID that is used to connect to Azure as service principal. This parameter requires the -TenantID and -Secret to work. "
        Write-Host " -Secret <VALUE> : Specifies the Secret that is used with the Application ID to connect to Azure as service principal. This parameter requires the -TenantID and -AppId to work. If -CertificatePath is also used the Secret value should be the Certifcate password instead of the Application secret. "
        Write-Host " -CertificatePath <PATH> : Specifies the Certificate path that is used with the Application ID to connect to Azure as service principal. This parameter requires the -TenantID, -AppId and -Secret to work. The required certificate format is pkcs#12. "
        Write-Host " -TagKey <NAME> : Specifies the tag key to be inventoried, This parameter requires the -SubscriptionID to work. "
        Write-Host " -TagValue <NAME> : Specifies the tag value be inventoried, This parameter requires the -SubscriptionID to work. "
        Write-Host " -SkipAdvisory : Do not collect Azure Advisory. "
        Write-Host " -SkipPolicy : Do not collect Azure Policies. "
        Write-Host " -SecurityCenter : Include Security Center Data. "
        Write-Host " -IncludeTags : Include Resource Tags. "
        Write-Host " -Online : Use Online Modules. "
        Write-Host " -Debug : Run in a Debug mode. "
        Write-Host " -AzureEnvironment : Change the Azure Cloud Environment. "
        Write-Host " -ReportName : Change the Default Name of the report. "
        Write-Host " -ReportDir : Change the Default Path of the report. "
        Write-Host " -OutputFormat : Choose report format: All (default), Excel, Json, Markdown, AsciiDoc. "
        Write-Host " -Scope : Data scope. ArmOnly (default), EntraOnly, All. Use -Scope All to include Entra ID. "
        Write-Host " -CheckResourceProviders : Warn if required Azure resource providers are not registered. "
        Write-Host " -SkipPermissionCheck : Skip pre-flight permission validation. "
        Write-Host " -PermissionAudit : Run a standalone permission audit only (no inventory). Aliases: -AuditPermissions, -CheckPermissions. "
        Write-Host " -IncludeEntraPermissions : With -PermissionAudit, also audit Microsoft Graph / Entra ID access. Alias: -EntraAudit. "
        Write-Host ""
        Write-Host ""
        Write-Host ""
        Write-Host "Usage Mode and Examples: "
        Write-Host "If you do not specify Resource Inventory will be performed on all subscriptions for the selected tenant. "
        Write-Host "e.g. /> Invoke-AzureScout"
        Write-Host ""
        Write-Host "To perform the inventory in a specific Tenant and subscription use <-TenantID> and <-SubscriptionID> parameter "
        Write-Host "e.g. /> Invoke-AzureScout -TenantID <Azure Tenant ID> -SubscriptionID <Subscription ID>"
        Write-Host ""
        Write-Host "Including Tags:"
        Write-Host " By Default Azure Resource inventory do not include Resource Tags."
        Write-Host " To include Tags at the inventory use <-IncludeTags> parameter. "
        Write-Host "e.g. /> Invoke-AzureScout -TenantID <Azure Tenant ID> -IncludeTags"
        Write-Host ""
        Write-Host "Skipping Azure Advisor:"
        Write-Host " By Default Azure Resource inventory collects Azure Advisor Data."
        Write-Host " To ignore this use <-SkipAdvisory> parameter. "
        Write-Host "e.g. /> Invoke-AzureScout -TenantID <Azure Tenant ID> -SubscriptionID <Subscription ID> -SkipAdvisory"
        Write-Host ""
        Write-Host "Using the latest modules :"
        Write-Host " You can use the latest modules. For this use <-Online> parameter."
        Write-Host " It's a pre-requisite to have internet access for AZSC GitHub repo"
        Write-Host "e.g. /> Invoke-AzureScout -TenantID <Azure Tenant ID> -Online"
        Write-Host ""
        Write-Host "Running in Debug Mode :"
        Write-Host " To run in a Debug Mode use <-Debug> parameter."
        Write-Host ".e.g. /> Invoke-AzureScout -TenantID <Azure Tenant ID> -Debug"
        Write-Host ""
    }

    $TotalRunTime = [System.Diagnostics.Stopwatch]::StartNew()

    if ($Help.IsPresent) {
        Get-AZSCUsageMode
        Exit
    }

    $PlatOS = Test-AZSCPS

    # ── Permission Audit mode (early exit — no inventory collected) ──────────
    if ($PermissionAudit.IsPresent)
        {
            Write-Debug ((get-date -Format 'yyyy-MM-dd_HH_mm_ss')+' - '+'PermissionAudit mode: connecting and running audit then exiting.')

            if ($PlatOS -ne 'Azure CloudShell' -and !$Automation.IsPresent)
                {
                    $TenantID = Connect-AZSCLoginSession -AzureEnvironment $AzureEnvironment -TenantID $TenantID -DeviceLogin:$DeviceLogin -AppId $AppId -Secret $Secret -CertificatePath $CertificatePath -CertificatePassword $CertificatePassword
                }

            $auditOutputFormat = switch ($OutputFormat) {
                'Json'      { 'Json' }
                'Markdown'  { 'Markdown' }
                'MD'        { 'Markdown' }
                'AsciiDoc'  { 'AsciiDoc' }
                'Adoc'      { 'AsciiDoc' }
                'All'       { 'All' }
                default     { 'Console' }
            }

            $auditResult = Invoke-AZSCPermissionAudit `
                -IncludeEntraPermissions:$IncludeEntraPermissions `
                -TenantID $TenantID `
                -SubscriptionID $SubscriptionID `
                -OutputFormat $auditOutputFormat `
                -ReportDir $ReportDir

            return $auditResult
        }

    if ($PlatOS -ne 'Azure CloudShell' -and !$Automation.IsPresent)
        {
            $TenantID = Connect-AZSCLoginSession -AzureEnvironment $AzureEnvironment -TenantID $TenantID -DeviceLogin:$DeviceLogin -AppId $AppId -Secret $Secret -CertificatePath $CertificatePath -CertificatePassword $CertificatePassword


        }
    elseif ($Automation.IsPresent)
        {
            try {
                $AzureConnection = (Connect-AzAccount -Identity).context

                Set-AzContext -SubscriptionName $AzureConnection.Subscription -DefaultProfile $AzureConnection
            }
            catch {
                Write-Output "Failed to set Automation Account requirements. Aborting."
                exit
            }
        }

    if ($PlatOS -eq 'Azure CloudShell')
        {
            $Heavy = $true
            $SkipAPIs = $true
        }

    if ($StorageAccount)
        {
            $StorageContext = New-AzStorageContext -StorageAccountName $StorageAccount -UseConnectedAccount
        }

    $Subscriptions = Get-AZSCSubscriptions -TenantID $TenantID -SubscriptionID $SubscriptionID -PlatOS $PlatOS

    # --- Resource provider pre-flight check ---
    if ($CheckResourceProviders.IsPresent) {
        Write-Host 'Checking resource provider registration...' -ForegroundColor Cyan
        $criticalProviders = @(
            'Microsoft.Security',
            'Microsoft.Insights',
            'Microsoft.Maintenance',
            'Microsoft.DesktopVirtualization',
            'Microsoft.HybridCompute',
            'Microsoft.AzureStackHCI',
            'Microsoft.MachineLearningServices',
            'Microsoft.CognitiveServices',
            'Microsoft.Search',
            'Microsoft.BotService'
        )
        foreach ($sub in $Subscriptions) {
            $ctx = Set-AzContext -SubscriptionId $sub.Id -ErrorAction SilentlyContinue
            foreach ($provider in $criticalProviders) {
                $reg = Get-AzResourceProvider -ProviderNamespace $provider -ErrorAction SilentlyContinue
                if ($reg -and $reg.RegistrationState -ne 'Registered') {
                    Write-Host " [INFO] [$($sub.Name)] $provider is not registered — modules for this service will be skipped (this is expected if you don't use this service)." -ForegroundColor DarkGray
                }
            }
        }
        Write-Host ''
    }

    # --- Pre-flight permission check ---
    if (-not $SkipPermissionCheck.IsPresent) {
        Write-Host 'Running pre-flight permission checks...' -ForegroundColor Cyan
        $permResult = Test-AZSCPermissions -TenantID $TenantID -SubscriptionID $SubscriptionID -Scope $Scope
        foreach ($detail in $permResult.Details) {
            switch ($detail.Status) {
                'Pass' { Write-Host " [PASS] $($detail.Check): $($detail.Message)" -ForegroundColor Green }
                'Warn' { Write-Warning "[WARN] $($detail.Check): $($detail.Message). $($detail.Remediation)" }
                'Fail' { Write-Warning "[FAIL] $($detail.Check): $($detail.Message). $($detail.Remediation)" }
                'Info' { Write-Host " [INFO] $($detail.Check): $($detail.Message)" -ForegroundColor DarkGray }
            }
        }
        Write-Host ''
    }

    $ReportingPath = Set-AZSCReportPath -ReportDir $ReportDir

    $DefaultPath = $ReportingPath.DefaultPath
    $DiagramCache = $ReportingPath.DiagramCache
    $ReportCache = $ReportingPath.ReportCache

    if ($Automation.IsPresent)
        {
            $ReportName = 'AZSC_Automation'
        }

    Set-AZSCFolder -DefaultPath $DefaultPath -DiagramCache $DiagramCache -ReportCache $ReportCache

    Clear-AZSCCacheFolder -ReportCache $ReportCache

    Get-Job | Where-Object {$_.name -like 'ResourceJob_*'} | Remove-Job -Force | Out-Null

    $ExtractionRuntime = [System.Diagnostics.Stopwatch]::StartNew()

        $ExtractionData = Start-AZSCExtractionOrchestration -ManagementGroup $ManagementGroup -Subscriptions $Subscriptions -SubscriptionID $SubscriptionID -ResourceGroup $ResourceGroup -SecurityCenter $SecurityCenter -SkipAdvisory $SkipAdvisory -SkipPolicy $SkipPolicy -IncludeTags $IncludeTags -TagKey $TagKey -TagValue $TagValue -SkipAPIs $SkipAPIs -SkipVMDetails $SkipVMDetails -IncludeCosts $IncludeCosts -Automation $Automation -AzureEnvironment $AzureEnvironment -Scope $Scope -TenantID $TenantID

    $ExtractionRuntime.Stop()

    $Resources = $ExtractionData.Resources
    $EntraResources = $ExtractionData.EntraResources
    $Quotas = $ExtractionData.Quotas
    $CostData = $ExtractionData.Costs
    $ResourceContainers = $ExtractionData.ResourceContainers
    $Advisories = $ExtractionData.Advisories
    $ResourcesCount = $ExtractionData.ResourcesCount
    $AdvisoryCount = $ExtractionData.AdvisoryCount
    $SecCenterCount = $ExtractionData.SecCenterCount
    $Security = $ExtractionData.Security
    $Retirements = $ExtractionData.Retirements
    $PolicyCount = $ExtractionData.PolicyCount
    $PolicyAssign = $ExtractionData.PolicyAssign
    $PolicyDef = $ExtractionData.PolicyDef
    $PolicySetDef = $ExtractionData.PolicySetDef

    Remove-Variable -Name ExtractionData -ErrorAction SilentlyContinue

    $ExtractionTotalTime = $ExtractionRuntime.Elapsed.ToString("dd\:hh\:mm\:ss\:fff")

    if ($Automation.IsPresent)
        {
            Write-Output "Extraction Phase Finished"
            Write-Output ('Total Extraction Time: ' + $ExtractionTotalTime)
        }
    else
        {
            Write-Host "Extraction Phase Finished: " -ForegroundColor Green -NoNewline
            Write-Host $ExtractionTotalTime -ForegroundColor Cyan
        }

    #### Creating Excel file variable:
    $FileName = ($ReportName + "_Report_" + (get-date -Format "yyyy-MM-dd_HH_mm") + ".xlsx")
    $File = Join-Path $DefaultPath $FileName
    #$DFile = ($DefaultPath + $Global:ReportName + "_Diagram_" + (get-date -Format "yyyy-MM-dd_HH_mm") + ".vsdx")
    $DDName = ($ReportName + "_Diagram_" + (get-date -Format "yyyy-MM-dd_HH_mm") + ".drawio")
    $DDFile = Join-Path $DefaultPath $DDName

    Write-Debug ((get-date -Format 'yyyy-MM-dd_HH_mm_ss')+' - '+'Excel file: ' + $File)

    Write-Debug ((get-date -Format 'yyyy-MM-dd_HH_mm_ss')+' - '+'Starting Default Jobs.')

    $ProcessingRunTime = [System.Diagnostics.Stopwatch]::StartNew()

        Start-AZSCExtraJobs -SkipDiagram $SkipDiagram -SkipAdvisory $SkipAdvisory -SkipPolicy $SkipPolicy -SecurityCenter $Security -Subscriptions $Subscriptions -Resources $Resources -Advisories $Advisories -DDFile $DDFile -DiagramCache $DiagramCache -FullEnv $FullEnv -ResourceContainers $ResourceContainers -Security $Security -PolicyAssign $PolicyAssign -PolicySetDef $PolicySetDef -PolicyDef $PolicyDef -IncludeCosts $IncludeCosts -CostData $CostData -Automation $Automation

        Start-AZSCProcessOrchestration -Subscriptions $Subscriptions -Resources $Resources -Retirements $Retirements -DefaultPath $DefaultPath -Heavy $Heavy -File $File -InTag $InTag -Automation $Automation -Category $Category

    $ProcessingRunTime.Stop()

    $ProcessingTotalTime = $ProcessingRunTime.Elapsed.ToString("dd\:hh\:mm\:ss\:fff")

    if ($Automation.IsPresent)
        {
            Write-Output "Processing Phase Finished"
            Write-Output ('Total Processing Time: ' + $ProcessingTotalTime)
        }
    else
        {
            Write-Host "Processing Phase Finished: " -ForegroundColor Green -NoNewline
            Write-Host $ProcessingTotalTime -ForegroundColor Cyan
        }

    Write-Debug ((get-date -Format 'yyyy-MM-dd_HH_mm_ss')+' - '+'Starting Resources Report Function.')
    Write-Debug ((get-date -Format 'yyyy-MM-dd_HH_mm_ss')+' - '+'Excel Table Style used: ' + $TableStyle)

    $ReportingRunTime = [System.Diagnostics.Stopwatch]::StartNew()

    # ── Excel Report ─────────────────────────────────────────────────────
    if ($OutputFormat -in ('All', 'Excel'))
    {
        Start-AZSCReporOrchestration -ReportCache $ReportCache -SecurityCenter $SecurityCenter -File $File -Quotas $Quotas -SkipPolicy $SkipPolicy -SkipAdvisory $SkipAdvisory -IncludeCosts $IncludeCosts -Automation $Automation -TableStyle $TableStyle

        Write-Debug ((get-date -Format 'yyyy-MM-dd_HH_mm_ss')+' - '+'Generating Overview sheet (Charts).')

        $TotalRes = Start-AZSCExcelCustomization -File $File -TableStyle $TableStyle -PlatOS $PlatOS -Subscriptions $Subscriptions -ExtractionRunTime $ExtractionRuntime -ProcessingRunTime $ProcessingRunTime -ReportingRunTime $ReportingRunTime -IncludeCosts $IncludeCosts -RunLite $RunLite -Overview $Overview -Category $Category

        Write-Progress -activity 'Azure Inventory' -Status "95% Complete." -PercentComplete 95 -CurrentOperation "Excel Customization Completed. Total resources inventoried: $TotalRes"
    }
    else
    {
        Write-Debug ((get-date -Format 'yyyy-MM-dd_HH_mm_ss')+' - '+'Skipping Excel report (OutputFormat = Json).')
    }

    # ── JSON Report ──────────────────────────────────────────────────────
    if ($OutputFormat -in ('All', 'Json'))
    {
        Write-Debug ((get-date -Format 'yyyy-MM-dd_HH_mm_ss')+' - '+'Starting JSON report export.')
        $JsonFile = Export-AZSCJsonReport -ReportCache $ReportCache -File $File -TenantID $TenantID -Subscriptions $Subscriptions -Scope $Scope -Quotas $Quotas -SecurityCenter:$SecurityCenter -SkipAdvisory:$SkipAdvisory -SkipPolicy:$SkipPolicy -IncludeCosts:$IncludeCosts
    }

    # ── Markdown Report ──────────────────────────────────────────────────
    if ($OutputFormat -in ('All', 'Markdown', 'MD'))
    {
        Write-Debug ((get-date -Format 'yyyy-MM-dd_HH_mm_ss')+' - '+'Starting Markdown report export.')
        $MarkdownFile = Export-AZSCMarkdownReport -ReportCache $ReportCache -File $File -TenantID $TenantID -Subscriptions $Subscriptions -Scope $Scope
    }

    # ── AsciiDoc Report ──────────────────────────────────────────────────
    if ($OutputFormat -in ('All', 'AsciiDoc', 'Adoc'))
    {
        Write-Debug ((get-date -Format 'yyyy-MM-dd_HH_mm_ss')+' - '+'Starting AsciiDoc report export.')
        $AsciiDocFile = Export-AZSCAsciiDocReport -ReportCache $ReportCache -File $File -TenantID $TenantID -Subscriptions $Subscriptions -Scope $Scope
    }

    $ReportingRunTime.Stop()

    $ReportingTotalTime = $ReportingRunTime.Elapsed.ToString("dd\:hh\:mm\:ss\:fff")

    if ($Automation.IsPresent)
        {
            Write-Output "Report Building Finished"
            Write-Output ('Total Processing Time: ' + $ReportingTotalTime)
        }
    else
        {
            Write-Host "Report Building Finished: " -ForegroundColor Green -NoNewline
            Write-Host $ReportingTotalTime -ForegroundColor Cyan
        }

        # Clear memory to remove as many memory footprint as possible
        Clear-AZSCMemory

        # Clear Cache Folder for future runs
        Clear-AZSCCacheFolder -ReportCache $ReportCache


    Write-Debug ((get-date -Format 'yyyy-MM-dd_HH_mm_ss')+' - '+'Finished Charts Phase.')

    if(!$SkipDiagram.IsPresent -and !$Automation.IsPresent)
    {
        Write-Progress -activity 'Diagrams' -Status "Completing Diagram" -PercentComplete 70 -CurrentOperation "Consolidating Diagram"

        $JobNames = (Get-Job | Where-Object {$_.name -eq 'DrawDiagram'}).Name

        Wait-AZSCJob -JobNames $JobNames -JobType 'Diagram' -LoopTime 5

        Remove-Job -Name 'DrawDiagram' | Out-Null

        Write-Progress -activity 'Diagrams' -Status "Closing Diagram File" -Completed
    }


    if ($StorageAccount)
        {
            if ($OutputFormat -in ('All', 'Excel'))
            {
                Write-Output "Sending Excel file to Storage Account:"
                Write-Output $File
                Set-AzStorageBlobContent -File $File -Container $StorageContainer -Context $StorageContext | Out-Null
            }
            if ($OutputFormat -in ('All', 'Json') -and $JsonFile)
            {
                Write-Output "Sending JSON file to Storage Account:"
                Write-Output $JsonFile
                Set-AzStorageBlobContent -File $JsonFile -Container $StorageContainer -Context $StorageContext | Out-Null
            }
            if(!$SkipDiagram.IsPresent)
                {
                    Write-Output "Sending Diagram file to Storage Account:"
                    Write-Output $DDFile
                    Set-AzStorageBlobContent -File $DDFile -Container $StorageContainer -Context $StorageContext | Out-Null
                    if($Debug.IsPresent)
                        {
                            $LogFilePath = Join-Path $DefaultPath 'DiagramLogFile.log'
                            Set-AzStorageBlobContent -File $LogFilePath -Container $StorageContainer -Context $StorageContext -Force | Out-Null
                        }
                }
        }

    $TotalRunTime.Stop()

    $Measure = $TotalRunTime.Elapsed.ToString("dd\:hh\:mm\:ss\:fff")

Write-Progress -activity 'Azure Inventory' -Status "100% Complete." -Completed

Out-AZSCReportResults -Measure $Measure -ResourcesCount $ResourcesCount -TotalRes $TotalRes -SkipAdvisory $SkipAdvisory -AdvisoryData $AdvisoryCount -SkipPolicy $SkipPolicy -SkipAPIs $SkipAPIs -PolicyData $PolicyCount -SecurityCenter $SecurityCenter -SecurityCenterData $SecCenterCount -File $File -SkipDiagram $SkipDiagram -DDFile $DDFile

}