AzLogDcrIngestPS.psm1
|
Function Add-CollectionTimeToAllEntriesInArray { <# .SYNOPSIS Add property CollectionTime (based on current time) to all entries on the object .DESCRIPTION Gives capability to do proper searching in queries to find latest set of records with same collection time Time Generated cannot be used when you are sending data in batches, as TimeGenerated will change An example where this is important is a complete list of applications for a computer. We want all applications to show up when queriying for the latest data .PARAMETER Data Object to modify .INPUTS None. You cannot pipe objects .OUTPUTS Updated object with CollectionTime .LINK https://github.com/KnudsenMorten/AzLogDcrIngestPS .EXAMPLE #------------------------------------------------------------------------------------------- # Variables #------------------------------------------------------------------------------------------- $Verbose = $true # $true or $false #------------------------------------------------------------------------------------------- # Collecting data (in) #------------------------------------------------------------------------------------------- $DNSName = (Get-CimInstance win32_computersystem).DNSHostName +"." + (Get-CimInstance win32_computersystem).Domain $ComputerName = (Get-CimInstance win32_computersystem).DNSHostName [datetime]$CollectionTime = ( Get-date ([datetime]::Now.ToUniversalTime()) -format "yyyy-MM-ddTHH:mm:ssK" ) $UserLoggedOnRaw = Get-Process -IncludeUserName -Name explorer | Select-Object UserName -Unique $UserLoggedOn = $UserLoggedOnRaw.UserName $DataVariable = Get-CimInstance -ClassName Win32_Processor | Select-Object -ExcludeProperty "CIM*" #------------------------------------------------------------------------------------------- # Preparing data structure #------------------------------------------------------------------------------------------- $DataVariable = Convert-CimArrayToObjectFixStructure -data $DataVariable -Verbose:$Verbose $DataVariable # add CollectionTime to existing array $DataVariable = Add-CollectionTimeToAllEntriesInArray -Data $DataVariable -Verbose:$Verbose $DataVariable #------------------------------------------------------------------------------------------- # Output #------------------------------------------------------------------------------------------- VERBOSE: Adding CollectionTime to all entries in array .... please wait ! Caption : Intel64 Family 6 Model 165 Stepping 5 Description : Intel64 Family 6 Model 165 Stepping 5 InstallDate : Name : Intel(R) Core(TM) i7-10700 CPU @ 2.90GHz Status : OK Availability : 3 ConfigManagerErrorCode : ConfigManagerUserConfig : CreationClassName : Win32_Processor DeviceID : CPU0 ErrorCleared : ErrorDescription : LastErrorCode : PNPDeviceID : PowerManagementCapabilities : PowerManagementSupported : False StatusInfo : 3 SystemCreationClassName : Win32_ComputerSystem SystemName : STRV-MOK-DT-02 AddressWidth : 64 CurrentClockSpeed : 2904 DataWidth : 64 Family : 198 LoadPercentage : 1 MaxClockSpeed : 2904 OtherFamilyDescription : Role : CPU Stepping : UniqueId : UpgradeMethod : 1 Architecture : 9 AssetTag : To Be Filled By O.E.M. Characteristics : 252 CpuStatus : 1 CurrentVoltage : 8 ExtClock : 100 L2CacheSize : 2048 L2CacheSpeed : L3CacheSize : 16384 L3CacheSpeed : 0 Level : 6 Manufacturer : GenuineIntel NumberOfCores : 8 NumberOfEnabledCore : 8 NumberOfLogicalProcessors : 16 PartNumber : To Be Filled By O.E.M. ProcessorId : BFEBFBFF000A0655 ProcessorType : 3 Revision : SecondLevelAddressTranslationExtensions : False SerialNumber : To Be Filled By O.E.M. SocketDesignation : U3E1 ThreadCount : 16 Version : VirtualizationFirmwareEnabled : False VMMonitorModeExtensions : False VoltageCaps : PSComputerName : CollectionTime : 12-03-2023 16:08:33 #> [CmdletBinding()] param( [Parameter(mandatory)] [Array]$Data ) [datetime]$CollectionTime = ( Get-date ([datetime]::Now.ToUniversalTime()) -format "yyyy-MM-ddTHH:mm:ssK" ) Write-Verbose " Adding CollectionTime to all entries in array .... please wait !" $IntermediateObj = @() ForEach ($Entry in $Data) { $Entry | Add-Member -MemberType NoteProperty -Name CollectionTime -Value $CollectionTime -Force | Out-Null $IntermediateObj += $Entry } return [array]$IntermediateObj } Function Add-ColumnDataToAllEntriesInArray { <# .SYNOPSIS Adds up to 3 extra columns and data to the object .DESCRIPTION Gives capability to extend the data with for example Computer and UserLoggedOn, which are nice data to have in the inventory .PARAMETER Data Object to modify .PARAMETER Column1Name Name of the column to add (for example Computer) .PARAMETER Column1Data Data to add to the column1 (for example $Env:Computer) .PARAMETER Column2Name Name of the column to add (for example UserLoggedOn) .PARAMETER Column2Data Data to add to the column1 (for example $UserLoggedOn) .PARAMETER Column3Name Name of the column to add (for example ComputerType) .PARAMETER Column3Data Data to add to the column1 (for example $ComputerType) .INPUTS None. You cannot pipe objects .OUTPUTS Updated object with CollectionTime .LINK https://github.com/KnudsenMorten/AzLogDcrIngestPS .EXAMPLE #------------------------------------------------------------------------------------------- # Variables #------------------------------------------------------------------------------------------- $Verbose = $true # $true or $false #------------------------------------------------------------------------------------------- # Collecting data (in) #------------------------------------------------------------------------------------------- $DNSName = (Get-CimInstance win32_computersystem).DNSHostName +"." + (Get-CimInstance win32_computersystem).Domain $ComputerName = (Get-CimInstance win32_computersystem).DNSHostName [datetime]$CollectionTime = ( Get-date ([datetime]::Now.ToUniversalTime()) -format "yyyy-MM-ddTHH:mm:ssK" ) $UserLoggedOnRaw = Get-Process -IncludeUserName -Name explorer | Select-Object UserName -Unique $UserLoggedOn = $UserLoggedOnRaw.UserName $DataVariable = Get-CimInstance -ClassName Win32_Processor | Select-Object -ExcludeProperty "CIM*" $DataVariable #------------------------------------------------------------------------------------------- # Preparing data structure #------------------------------------------------------------------------------------------- $DataVariable = Convert-CimArrayToObjectFixStructure -data $DataVariable -Verbose:$Verbose $DataVariable # add CollectionTime to existing array $DataVariable = Add-CollectionTimeToAllEntriesInArray -Data $DataVariable -Verbose:$Verbose $DataVariable # add Computer & UserLoggedOn info to existing array $DataVariable = Add-ColumnDataToAllEntriesInArray -Data $DataVariable -Column1Name Computer -Column1Data $ComputerName -Column2Name UserLoggedOn -Column2Data $UserLoggedOn -Verbose:$verbose $DataVariable #------------------------------------------------------------------------------------------- # Output #------------------------------------------------------------------------------------------- Caption : Intel64 Family 6 Model 165 Stepping 5 Description : Intel64 Family 6 Model 165 Stepping 5 InstallDate : Name : Intel(R) Core(TM) i7-10700 CPU @ 2.90GHz Status : OK Availability : 3 ConfigManagerErrorCode : ConfigManagerUserConfig : CreationClassName : Win32_Processor DeviceID : CPU0 ErrorCleared : ErrorDescription : LastErrorCode : PNPDeviceID : PowerManagementCapabilities : PowerManagementSupported : False StatusInfo : 3 SystemCreationClassName : Win32_ComputerSystem SystemName : STRV-MOK-DT-02 AddressWidth : 64 CurrentClockSpeed : 2904 DataWidth : 64 Family : 198 LoadPercentage : 1 MaxClockSpeed : 2904 OtherFamilyDescription : Role : CPU Stepping : UniqueId : UpgradeMethod : 1 Architecture : 9 AssetTag : To Be Filled By O.E.M. Characteristics : 252 CpuStatus : 1 CurrentVoltage : 8 ExtClock : 100 L2CacheSize : 2048 L2CacheSpeed : L3CacheSize : 16384 L3CacheSpeed : 0 Level : 6 Manufacturer : GenuineIntel NumberOfCores : 8 NumberOfEnabledCore : 8 NumberOfLogicalProcessors : 16 PartNumber : To Be Filled By O.E.M. ProcessorId : BFEBFBFF000A0655 ProcessorType : 3 Revision : SecondLevelAddressTranslationExtensions : False SerialNumber : To Be Filled By O.E.M. SocketDesignation : U3E1 ThreadCount : 16 Version : VirtualizationFirmwareEnabled : False VMMonitorModeExtensions : False VoltageCaps : PSComputerName : CollectionTime : 12-03-2023 16:19:12 Computer : STRV-MOK-DT-02 UserLoggedOn : 2LINKIT\mok#> #> [CmdletBinding()] param( [Parameter(mandatory)] [Array]$Data, [Parameter(mandatory)] [string]$Column1Name, [Parameter(mandatory)] [string]$Column1Data, [Parameter()] [string]$Column2Name, [Parameter()] [string]$Column2Data, [Parameter()] [string]$Column3Name, [Parameter()] [string]$Column3Data ) Write-Verbose " Adding columns to all entries in array .... please wait !" $IntermediateObj = @() ForEach ($Entry in $Data) { If ($Column1Name) { $Entry | Add-Member -MemberType NoteProperty -Name $Column1Name -Value $Column1Data -Force } If ($Column2Name) { $Entry | Add-Member -MemberType NoteProperty -Name $Column2Name -Value $Column2Data -Force } If ($Column3Name) { $Entry | Add-Member -MemberType NoteProperty -Name $Column3Name -Value $Column3Data -Force } $IntermediateObj += $Entry } return [array]$IntermediateObj } Function Build-DataArrayToAlignWithSchema { <# .SYNOPSIS Rebuilds the source object to match modified schema structure - used after usage of ValidateFix-AzLogAnalyticsTableSchemaColumnNames .DESCRIPTION Builds new PSCustomObject object .PARAMETER Data This is the data array .INPUTS None. You cannot pipe objects .OUTPUTS Updated $DataVariable with valid column names .LINK https://github.com/KnudsenMorten/AzLogDcrIngestPS .EXAMPLE #------------------------------------------------------------------------------------------- # Collecting data (in) #------------------------------------------------------------------------------------------- $DNSName = (Get-CimInstance win32_computersystem).DNSHostName +"." + (Get-CimInstance win32_computersystem).Domain $ComputerName = (Get-CimInstance win32_computersystem).DNSHostName [datetime]$CollectionTime = ( Get-date ([datetime]::Now.ToUniversalTime()) -format "yyyy-MM-ddTHH:mm:ssK" ) $UserLoggedOnRaw = Get-Process -IncludeUserName -Name explorer | Select-Object UserName -Unique $UserLoggedOn = $UserLoggedOnRaw.UserName Write-Output "Get-Process is pretty slow .... take a cup coffee :-)" $DataVariable = Get-Process #------------------------------------------------------------------------------------------- # Preparing data structure #------------------------------------------------------------------------------------------- # convert CIM array to PSCustomObject and remove CIM class information $DataVariable = Convert-CimArrayToObjectFixStructure -data $DataVariable -Verbose:$Verbose # add CollectionTime to existing array $DataVariable = Add-CollectionTimeToAllEntriesInArray -Data $DataVariable -Verbose:$Verbose # add Computer & UserLoggedOn info to existing array $DataVariable = Add-ColumnDataToAllEntriesInArray -Data $DataVariable -Column1Name Computer -Column1Data $Env:ComputerName -Column2Name UserLoggedOn -Column2Data $UserLoggedOn -Verbose:$Verbose # adding prohibted columns to data - to demonstrate how it works $DataVariable = Add-ColumnDataToAllEntriesInArray -Data $DataVariable -Column1Name "Type" -Column1Data "MyDataType" -Verbose:$Verbose $DataVariable = Add-ColumnDataToAllEntriesInArray -Data $DataVariable -Column1Name "Id" -Column1Data "MyId" -Verbose:$Verbose # schema - before changes - we see columns named Type and Id (prohibited) Get-ObjectSchemaAsArray -Data $DataVariable # Data before changes - we see columns named Type and Id (prohibited) $DataVariable[0] # Validating/fixing schema data structure of source data $DataVariable = ValidateFix-AzLogAnalyticsTableSchemaColumnNames -Data $DataVariable -Verbose:$Verbose # schema - after changes - we see columns named Type has been renamed to Type_ and Id to Id_ (prohibited) Get-ObjectSchemaAsArray -Data $DataVariable -Verbose:$Verbose # Data after changes - we see data was transferred to new columns (type_ and id_ - and the wrong columns (type, id) were removed $DataVariable[0] # Aligning data structure with schema (requirement for DCR) $DataVariable = Build-DataArrayToAlignWithSchema -Data $DataVariable -Verbose:$Verbose $DataVariable[0] #------------------------------------------------------------------------------------------- # Output #------------------------------------------------------------------------------------------- VERBOSE: Aligning source object structure with schema ... Please Wait ! BasePriority : 8 CollectionTime : 12-03-2023 16:25:37 Company : Computer : STRV-MOK-DT-02 Container : CPU : 0,015625 Description : EnableRaisingEvents : False ExitCode : ExitTime : FileVersion : Handle : 10044 HandleCount : 377 Handles : 377 HasExited : False Id_ : MyId MachineName : . MainModule : @{ModuleName=AcrobatNotificationClient.exe; FileName=C:\Program Files\WindowsApps\AcrobatNotificationClient_ 1.0.4.0_x86__e1rzdqpraam7r\AcrobatNotificationClient.exe; BaseAddress=6225920; ModuleMemorySize=438272; Entr yPointAddress=6460140; FileVersionInfo=; Site=; Container=} MainWindowHandle : 0 MainWindowTitle : MaxWorkingSet : 1413120 MinWorkingSet : 204800 Modules : {@{ModuleName=AcrobatNotificationClient.exe; FileName=C:\Program Files\WindowsApps\AcrobatNotificationClient _1.0.4.0_x86__e1rzdqpraam7r\AcrobatNotificationClient.exe; BaseAddress=6225920; ModuleMemorySize=438272; Ent ryPointAddress=6460140; FileVersionInfo=; Site=; Container=}, @{ModuleName=ntdll.dll; FileName=C:\WINDOWS\SY STEM32\ntdll.dll; BaseAddress=140715251924992; ModuleMemorySize=2179072; EntryPointAddress=0; FileVersionInf o=; Site=; Container=}, @{ModuleName=wow64.dll; FileName=C:\WINDOWS\System32\wow64.dll; BaseAddress=14071524 5764608; ModuleMemorySize=356352; EntryPointAddress=140715245870880; FileVersionInfo=; Site=; Container=}, @ {ModuleName=wow64base.dll; FileName=C:\WINDOWS\System32\wow64base.dll; BaseAddress=140715221450752; ModuleMe morySize=36864; EntryPointAddress=140715221454864; FileVersionInfo=; Site=; Container=}...} Name : AcrobatNotificationClient NonpagedSystemMemorySize : 23424 NonpagedSystemMemorySize64 : 23424 NounName : NPM : 23424 PagedMemorySize : 10592256 PagedMemorySize64 : 10592256 PagedSystemMemorySize : 466384 PagedSystemMemorySize64 : 466384 Path : C:\Program Files\WindowsApps\AcrobatNotificationClient_1.0.4.0_x86__e1rzdqpraam7r\AcrobatNotificationClient. exe PeakPagedMemorySize : 11440128 PeakPagedMemorySize64 : 11440128 PeakVirtualMemorySize : 318820352 PeakVirtualMemorySize64 : 318820352 PeakWorkingSet : 39202816 PeakWorkingSet64 : 39202816 PM : 10592256 PriorityBoostEnabled : True PriorityClass : 32 PrivateMemorySize : 10592256 PrivateMemorySize64 : 10592256 PrivilegedProcessorTime : @{Ticks=156250; Days=0; Hours=0; Milliseconds=15; Minutes=0; Seconds=0; TotalDays=1,80844907407407E-07; Tota lHours=4,34027777777778E-06; TotalMilliseconds=15,625; TotalMinutes=0,00026041666666666666; TotalSeconds=0,0 15625} ProcessName : AcrobatNotificationClient ProcessorAffinity : 65535 Product : ProductVersion : Responding : True SafeHandle : @{IsInvalid=False; IsClosed=False} SessionId : 1 SI : 1 Site : StandardError : StandardInput : StandardOutput : StartInfo : @{Verb=; Arguments=; CreateNoWindow=False; EnvironmentVariables=System.Object[]; Environment=System.Object[] ; RedirectStandardInput=False; RedirectStandardOutput=False; RedirectStandardError=False; StandardErrorEncod ing=; StandardOutputEncoding=; UseShellExecute=True; Verbs=System.Object[]; UserName=; Password=; PasswordIn ClearText=; Domain=; LoadUserProfile=False; FileName=; WorkingDirectory=; ErrorDialog=False; ErrorDialogPare ntHandle=0; WindowStyle=0} StartTime : 08-03-2023 22:22:46 SynchronizingObject : Threads : {@{BasePriority=8; CurrentPriority=8; Id=24524; PriorityBoostEnabled=True; PriorityLevel=0; PrivilegedProces sorTime=; StartAddress=140715252309904; StartTime=08-03-2023 22:22:46; ThreadState=5; TotalProcessorTime=; U serProcessorTime=; WaitReason=5; Site=; Container=}, @{BasePriority=8; CurrentPriority=9; Id=18836; Priority BoostEnabled=True; PriorityLevel=0; PrivilegedProcessorTime=; StartAddress=140715252309904; StartTime=08-03- 2023 22:22:46; ThreadState=5; TotalProcessorTime=; UserProcessorTime=; WaitReason=5; Site=; Container=}, @{B asePriority=8; CurrentPriority=8; Id=18608; PriorityBoostEnabled=True; PriorityLevel=0; PrivilegedProcessorT ime=; StartAddress=140715252309904; StartTime=08-03-2023 22:22:46; ThreadState=5; TotalProcessorTime=; UserP rocessorTime=; WaitReason=5; Site=; Container=}, @{BasePriority=8; CurrentPriority=9; Id=18832; PriorityBoos tEnabled=True; PriorityLevel=0; PrivilegedProcessorTime=; StartAddress=140715252309904; StartTime=08-03-2023 22:22:46; ThreadState=5; TotalProcessorTime=; UserProcessorTime=; WaitReason=5; Site=; Container=}...} TotalProcessorTime : @{Ticks=156250; Days=0; Hours=0; Milliseconds=15; Minutes=0; Seconds=0; TotalDays=1,80844907407407E-07; Tota lHours=4,34027777777778E-06; TotalMilliseconds=15,625; TotalMinutes=0,00026041666666666666; TotalSeconds=0,0 15625} Type_ : MyDataType UserLoggedOn : 2LINKIT\mok UserProcessorTime : @{Ticks=0; Days=0; Hours=0; Milliseconds=0; Minutes=0; Seconds=0; TotalDays=0; TotalHours=0; TotalMillisecon ds=0; TotalMinutes=0; TotalSeconds=0} VirtualMemorySize : 289554432 VirtualMemorySize64 : 289554432 VM : 289554432 WorkingSet : 6758400 WorkingSet64 : 6758400 WS : 6758400 #> [CmdletBinding()] param( [Parameter(mandatory)] [Array]$Data ) Write-Verbose " Aligning source object structure with schema ... Please Wait !" # Get schema $Schema = Get-ObjectSchemaAsArray -Data $Data -Verbose:$Verbose $DataCount = ($Data | Measure-Object).Count $DataVariableQA = @() $Data | ForEach-Object -Begin { $i = 0 } -Process { # get column names # $ObjColumns = $_ | Get-Member -MemberType NoteProperty # enum schema ForEach ($Column in $Schema) { # get column name & data $ColumnName = $Column.Name $ColumnData = $_.$ColumnName $_ | Add-Member -MemberType NoteProperty -Name $ColumnName -Value $ColumnData -Force } $DataVariableQA += $_ # Increment the $i counter variable which is used to create the progress bar. $i = $i+1 # Determine the completion percentage $Completed = ($i/$DataCount) * 100 Write-Progress -Activity "Aligning source object structure with schema" -Status "Progress:" -PercentComplete $Completed } -End { Write-Progress -Activity "Aligning source object structure with schema" -Status "Ready" -Completed # return data from temporary array to original $Data $Data = $DataVariableQA } Return $Data } Function CheckCreateUpdate-TableDcr-Structure { <# .SYNOPSIS Create or Update Azure Data Collection Rule (DCR) used for log ingestion to Azure LogAnalytics using Log Ingestion API (combined) .DESCRIPTION Combined function which will combine 3 functions in one call: Get-AzLogAnalyticsTableAzDataCollectionRuleStatus CreateUpdate-AzLogAnalyticsCustomLogTableDcr CreateUpdate-AzDataCollectionRuleLogIngestCustomLog .AUTHOR Morten Knudsen, Microsoft MVP - https://mortenknudsen.net .LINK https://github.com/KnudsenMorten/AzLogDcrIngestPS .PARAMETER Data Data object .PARAMETER Tablename Specifies the table name in LogAnalytics .PARAMETER SchemaSourceObject This is the schema in hash table format coming from the source object .PARAMETER SchemaMode SchemaMode = Merge (default) It will do a merge/union of new properties and existing schema properties. DCR will import schema from table SchemaMode = Overwrite It will overwrite existing schema in DCR/table � based on source object schema This parameter can be useful for separate overflow work .PARAMETER EnableUploadViaLogHub $false = send logs directly to Azure, $true = send via remote path (log-hub), where log-engine will process data and upload. Made for legacy OS with TLS 1.0/1.1, PSVersion < 5.1 .PARAMETER AzLogWorkspaceResourceId This is the Loganaytics Resource Id .PARAMETER DceName This is name of the Data Collection Endpoint to use for the upload Function will automatically look check in a global variable ($global:AzDceDetails) - or do a query using Azure Resource Graph to find DCE with name Goal is to find the log ingestion Uri on the DCE Variable $global:AzDceDetails can be build before calling this cmdlet using this syntax $global:AzDceDetails = Get-AzDceListAll -AzAppId $LogIngestAppId -AzAppSecret $LogIngestAppSecret -TenantId $TenantId -Verbose:$Verbose -Verbose:$Verbose .PARAMETER DcrName This is name of the Data Collection Rule to use for the upload Function will automatically look check in a global variable ($global:AzDcrDetails) - or do a query using Azure Resource Graph to find DCR with name Goal is to find the DCR immunetable id on the DCR .PARAMETER DcrResourceGroup This is name of the resource group, where Data Collection Rules will be stored Variable $global:AzDcrDetails can be build before calling this cmdlet using this syntax $global:AzDcrDetails = Get-AzDcrListAll -AzAppId $LogIngestAppId -AzAppSecret $LogIngestAppSecret -TenantId $TenantId -Verbose:$Verbose -Verbose:$Verbose .PARAMETER TableName This is tablename of the LogAnalytics table (and is also used in the DCR naming) .PARAMETER AzDcrSetLogIngestApiAppPermissionsDcrLevel Choose TRUE if you want to set Monitoring Publishing Contributor permissions on DCR level Choose FALSE if you would like to use inherited permissions from the resource group level (recommended) .PARAMETER LogIngestServicePricipleObjectId This is the object id of the Azure App service-principal NOTE: Not the object id of the Azure app, but Object Id of the service principal (!) .PARAMETER AzLogDcrTableCreateFromReferenceMachine Array with list of computers, where schema management can be done .PARAMETER AzLogDcrTableCreateFromAnyMachine True means schema changes can be made from any computer - FALSE means it can only happen from reference machine(s) .PARAMETER AzAppId This is the Azure app id .PARAMETER AzAppSecret This is the secret of the Azure app .PARAMETER TenantId This is the Azure AD tenant id .INPUTS None. You cannot pipe objects .OUTPUTS Output of REST PUT command. Should be 200 for success .EXAMPLE #------------------------------------------------------------------------------------------- # Variables #------------------------------------------------------------------------------------------- $TableName = 'InvClientComputerOSInfoTest4V2' # must not contain _CL $DcrName = "dcr-" + $AzDcrPrefixClient + "-" + $TableName + "_CL" $TenantId = "xxxxx" $LogIngestAppId = "xxxxx" $LogIngestAppSecret = "xxxxx" $DceName = "dce-log-platform-management-client-demo1-p" $LogAnalyticsWorkspaceResourceId = "/subscriptions/xxxxxx/resourceGroups/rg-logworkspaces/providers/Microsoft.OperationalInsights/workspaces/log-platform-management-client-demo1-p" $AzDcrPrefixClient = "clt1" $AzDcrSetLogIngestApiAppPermissionsDcrLevel = $false $AzDcrLogIngestServicePrincipalObjectId = "xxxxxx" $AzLogDcrTableCreateFromReferenceMachine = @() $AzLogDcrTableCreateFromAnyMachine = $true # building global variable with all DCEs, which can be viewed by Log Ingestion app $global:AzDceDetails = Get-AzDceListAll -AzAppId $LogIngestAppId -AzAppSecret $LogIngestAppSecret -TenantId $TenantId -Verbose:$Verbose # building global variable with all DCRs, which can be viewed by Log Ingestion app $global:AzDcrDetails = Get-AzDcrListAll -AzAppId $LogIngestAppId -AzAppSecret $LogIngestAppSecret -TenantId $TenantId -Verbose:$Verbose #------------------------------------------------------------------------------------------- # Collecting data (in) #------------------------------------------------------------------------------------------- Write-Output "" Write-Output "Collecting OS information" $DataVariable = Get-CimInstance -ClassName Win32_OperatingSystem #------------------------------------------------------------------------------------------- # Preparing data structure #------------------------------------------------------------------------------------------- # convert CIM array to PSCustomObject and remove CIM class information $DataVariable = Convert-CimArrayToObjectFixStructure -data $DataVariable # add CollectionTime to existing array $DataVariable = Add-CollectionTimeToAllEntriesInArray -Data $DataVariable # add Computer & UserLoggedOn info to existing array $DataVariable = Add-ColumnDataToAllEntriesInArray -Data $DataVariable -Column1Name Computer -Column1Data $Env:ComputerName -Column2Name UserLoggedOn -Column2Data $UserLoggedOn # Validating/fixing schema data structure of source data $DataVariable = ValidateFix-AzLogAnalyticsTableSchemaColumnNames -Data $DataVariable # Aligning data structure with schema (requirement for DCR) $DataVariable = Build-DataArrayToAlignWithSchema -Data $DataVariable #------------------------------------------------------------------------------------------- # Create/Update Schema for LogAnalytics Table & Data Collection Rule schema #------------------------------------------------------------------------------------------- CheckCreateUpdate-TableDcr-Structure -AzLogWorkspaceResourceId $LogAnalyticsWorkspaceResourceId ` -AzAppId $LogIngestAppId -AzAppSecret $LogIngestAppSecret -TenantId $TenantId ` -DceName $DceName -DcrName $DcrName -TableName $TableName -Data $DataVariable ` -LogIngestServicePricipleObjectId $AzDcrLogIngestServicePrincipalObjectId ` -AzDcrSetLogIngestApiAppPermissionsDcrLevel $AzDcrSetLogIngestApiAppPermissionsDcrLevel ` -AzLogDcrTableCreateFromAnyMachine $AzLogDcrTableCreateFromAnyMachine ` -AzLogDcrTableCreateFromReferenceMachine $AzLogDcrTableCreateFromReferenceMachine #------------------------------------------------------------------------------------------- # Output #------------------------------------------------------------------------------------------- Collecting OS information VERBOSE: Checking LogAnalytics table and Data Collection Rule configuration .... Please Wait ! VERBOSE: POST with -1-byte payload VERBOSE: received 1468-byte response of content type application/json; charset=utf-8 VERBOSE: GET with 0-byte payload VERBOSE: LogAnalytics table wasn't found ! VERBOSE: DCR was not found [ dcr-clt1-InvClientComputerOSInfoTest4V2_CL ] VERBOSE: POST with -1-byte payload VERBOSE: received 1468-byte response of content type application/json; charset=utf-8 VERBOSE: VERBOSE: Trying to update existing LogAnalytics table schema for table [ InvClientComputerOSInfoTest4V2_CL ] in VERBOSE: /subscriptions/fce4f282-fcc6-43fb-94d8-bf1701b862c3/resourceGroups/rg-logworkspaces/providers/Microsoft.OperationalInsights/works paces/log-platform-management-client-demo1-p VERBOSE: PATCH with -1-byte payload VERBOSE: PUT with -1-byte payload VERBOSE: received 7764-byte response of content type application/json; charset=utf-8 VERBOSE: VERBOSE: LogAnalytics Table doesn't exist or problems detected .... creating table [ InvClientComputerOSInfoTest4V2_CL ] in VERBOSE: /subscriptions/fce4f282-fcc6-43fb-94d8-bf1701b862c3/resourceGroups/rg-logworkspaces/providers/Microsoft.OperationalInsights/works paces/log-platform-management-client-demo1-p VERBOSE: PUT with -1-byte payload VERBOSE: received 7764-byte response of content type application/json; charset=utf-8 StatusCode : 200 StatusDescription : OK Content : {"properties":{"totalRetentionInDays":30,"archiveRetentionInDays":0,"plan":"Analytics","retentionInDaysAsDefault":tru e,"totalRetentionInDaysAsDefault":true,"schema":{"tableSubType":"DataCollectionRule... RawContent : HTTP/1.1 200 OK Pragma: no-cache Request-Context: appId=cid-v1:c7ec48f5-2684-46e8-accb-45e7dbec242b X-Content-Type-Options: nosniff api-supported-versions: 2015-03-20, 2015-11-01-preview, 2017-01-... Forms : {} Headers : {[Pragma, no-cache], [Request-Context, appId=cid-v1:c7ec48f5-2684-46e8-accb-45e7dbec242b], [X-Content-Type-Options, n osniff], [api-supported-versions, 2015-03-20, 2015-11-01-preview, 2017-01-01-preview, 2017-03-03-preview, 2017-03-15- preview, 2017-04-26-preview, 2020-03-01-preview, 2020-08-01, 2020-10-01, 2021-03-01-privatepreview, 2021-07-01-privat epreview, 2021-12-01-preview, 2022-09-01-privatepreview, 2022-10-01]...} Images : {} InputFields : {} Links : {} ParsedHtml : mshtml.HTMLDocumentClass RawContentLength : 7764 VERBOSE: POST with -1-byte payload VERBOSE: received 1468-byte response of content type application/json; charset=utf-8 VERBOSE: POST with -1-byte payload VERBOSE: received 1342-byte response of content type application/json; charset=utf-8 VERBOSE: Found required DCE info using Azure Resource Graph VERBOSE: VERBOSE: GET with 0-byte payload VERBOSE: received 898-byte response of content type application/json; charset=utf-8 VERBOSE: Found required LogAnalytics info VERBOSE: VERBOSE: GET with 0-byte payload VERBOSE: received 291-byte response of content type application/json; charset=utf-8 VERBOSE: VERBOSE: Creating/updating DCR [ dcr-clt1-InvClientComputerOSInfoTest4V2_CL ] with limited payload VERBOSE: /subscriptions/fce4f282-fcc6-43fb-94d8-bf1701b862c3/resourceGroups/rg-dcr-log-platform-management-client-demo1-p/providers/micros oft.insights/dataCollectionRules/dcr-clt1-InvClientComputerOSInfoTest4V2_CL VERBOSE: PUT with -1-byte payload VERBOSE: received 2094-byte response of content type application/json; charset=utf-8 StatusCode : 200 StatusDescription : OK Content : {"properties":{"immutableId":"dcr-3433400ee8ca4570b606a9a21f2eea79","dataCollectionEndpointId":"/subscriptions/fce4f2 82-fcc6-43fb-94d8-bf1701b862c3/resourceGroups/rg-dce-log-platform-management-client... RawContent : HTTP/1.1 200 OK Pragma: no-cache Vary: Accept-Encoding x-ms-ratelimit-remaining-subscription-resource-requests: 149 Request-Context: appId=cid-v1:2bbfbac8-e1b0-44af-b9c6-3a40669d37e3 x-ms-correla... Forms : {} Headers : {[Pragma, no-cache], [Vary, Accept-Encoding], [x-ms-ratelimit-remaining-subscription-resource-requests, 149], [Reques t-Context, appId=cid-v1:2bbfbac8-e1b0-44af-b9c6-3a40669d37e3]...} Images : {} InputFields : {} Links : {} ParsedHtml : mshtml.HTMLDocumentClass RawContentLength : 2094 VERBOSE: VERBOSE: Updating DCR [ dcr-clt1-InvClientComputerOSInfoTest4V2_CL ] with full schema VERBOSE: /subscriptions/fce4f282-fcc6-43fb-94d8-bf1701b862c3/resourceGroups/rg-dcr-log-platform-management-client-demo1-p/providers/micros oft.insights/dataCollectionRules/dcr-clt1-InvClientComputerOSInfoTest4V2_CL VERBOSE: PUT with -1-byte payload VERBOSE: received 4546-byte response of content type application/json; charset=utf-8 StatusCode : 200 StatusDescription : OK Content : {"properties":{"immutableId":"dcr-3433400ee8ca4570b606a9a21f2eea79","dataCollectionEndpointId":"/subscriptions/fce4f2 82-fcc6-43fb-94d8-bf1701b862c3/resourceGroups/rg-dce-log-platform-management-client... RawContent : HTTP/1.1 200 OK Pragma: no-cache Vary: Accept-Encoding x-ms-ratelimit-remaining-subscription-resource-requests: 148 Request-Context: appId=cid-v1:2bbfbac8-e1b0-44af-b9c6-3a40669d37e3 x-ms-correla... Forms : {} Headers : {[Pragma, no-cache], [Vary, Accept-Encoding], [x-ms-ratelimit-remaining-subscription-resource-requests, 148], [Reques t-Context, appId=cid-v1:2bbfbac8-e1b0-44af-b9c6-3a40669d37e3]...} Images : {} InputFields : {} Links : {} ParsedHtml : mshtml.HTMLDocumentClass RawContentLength : 4546 VERBOSE: VERBOSE: Waiting 10 sec to let Azure sync up so DCR rule can be retrieved from Azure Resource Graph VERBOSE: VERBOSE: Getting Data Collection Rules from Azure Resource Graph .... Please Wait ! VERBOSE: POST with -1-byte payload VERBOSE: received 1468-byte response of content type application/json; charset=utf-8 VERBOSE: POST with -1-byte payload VERBOSE: received 104224-byte response of content type application/json; charset=utf-8 #> [CmdletBinding()] param( [Parameter(mandatory)] [Array]$Data, [Parameter(mandatory)] [string]$AzLogWorkspaceResourceId, [Parameter(mandatory)] [string]$TableName, [Parameter(mandatory)] [string]$DcrName, [Parameter(mandatory)] [string]$DcrResourceGroup, [Parameter(mandatory)] [string]$DceName, [Parameter()] [AllowEmptyCollection()] [string]$LogIngestServicePricipleObjectId, [Parameter(mandatory)] [boolean]$AzDcrSetLogIngestApiAppPermissionsDcrLevel = $false, [Parameter()] [boolean]$AzLogDcrTableCreateFromAnyMachine, [Parameter()] [string]$SchemaMode = "Merge", # Merge = Merge new properties into existing schema, Overwrite = use source object schema [Parameter()] [boolean]$EnableUploadViaLogHub = $false, [Parameter(mandatory)] [AllowEmptyCollection()] [array]$AzLogDcrTableCreateFromReferenceMachine, [Parameter()] [string]$AzAppId, [Parameter()] [string]$AzAppSecret, [Parameter()] [string]$TenantId ) #------------------------------------------------------------------------------------------- # Create/Update Schema for LogAnalytics Table & Data Collection Rule schema #------------------------------------------------------------------------------------------- If ($EnableUploadViaLogHub -eq $false) { If ( ($AzAppId) -and ($AzAppSecret) ) { #----------------------------------------------------------------------------------------------- # Check if table and DCR exist - or schema must be updated due to source object schema changes #----------------------------------------------------------------------------------------------- # Get insight about the schema structure $Schema = Get-ObjectSchemaAsArray -Data $Data $StructureCheck = Get-AzLogAnalyticsTableAzDataCollectionRuleStatus -AzLogWorkspaceResourceId $AzLogWorkspaceResourceId -TableName $TableName -DcrName $DcrName -SchemaSourceObject $Schema ` -AzAppId $AzAppId -AzAppSecret $AzAppSecret -TenantId $TenantId -Verbose:$Verbose #----------------------------------------------------------------------------------------------- # Structure check = $true -> Create/update table & DCR with necessary schema #----------------------------------------------------------------------------------------------- If ($StructureCheck -eq $true) { If ( ( $env:COMPUTERNAME -in $AzLogDcrTableCreateFromReferenceMachine) -or ($AzLogDcrTableCreateFromAnyMachine -eq $true) ) # manage table creations { # build schema to be used for LogAnalytics Table $Schema = Get-ObjectSchemaAsHash -Data $Data -ReturnType Table -Verbose:$Verbose $ResultLA = CreateUpdate-AzLogAnalyticsCustomLogTableDcr -AzLogWorkspaceResourceId $AzLogWorkspaceResourceId -SchemaSourceObject $Schema -TableName $TableName ` -AzAppId $AzAppId -AzAppSecret $AzAppSecret -TenantId $TenantId -Verbose:$Verbose -SchemaMode $SchemaMode # build schema to be used for DCR $Schema = Get-ObjectSchemaAsHash -Data $Data -ReturnType DCR $ResultDCR = CreateUpdate-AzDataCollectionRuleLogIngestCustomLog -AzLogWorkspaceResourceId $AzLogWorkspaceResourceId -SchemaSourceObject $Schema ` -DceName $DceName -DcrName $DcrName -DcrResourceGroup $DcrResourceGroup -TableName $TableName ` -LogIngestServicePricipleObjectId $LogIngestServicePricipleObjectId -SchemaMode $SchemaMode ` -AzDcrSetLogIngestApiAppPermissionsDcrLevel $AzDcrSetLogIngestApiAppPermissionsDcrLevel ` -AzAppId $AzAppId -AzAppSecret $AzAppSecret -TenantId $TenantId -Verbose:$Verbose Return $ResultLA, $ResultDCR } } } # create table/DCR } } Function Convert-CimArrayToObjectFixStructure { <# .SYNOPSIS Converts CIM array and remove CIM class information .DESCRIPTION Used to remove "noice" information of columns which we shouldn't send into the logs .PARAMETER Data Specifies the data object to modify .INPUTS None. You cannot pipe objects .OUTPUTS Modified array .LINK https://github.com/KnudsenMorten/AzLogDcrIngestPS .EXAMPLE #------------------------------------------------------------------------------------------- # Variables #------------------------------------------------------------------------------------------- $Verbose = $true # $true or $false #------------------------------------------------------------------------------------------- # Collecting data (in) #------------------------------------------------------------------------------------------- $DNSName = (Get-CimInstance win32_computersystem).DNSHostName +"." + (Get-CimInstance win32_computersystem).Domain $ComputerName = (Get-CimInstance win32_computersystem).DNSHostName [datetime]$CollectionTime = ( Get-date ([datetime]::Now.ToUniversalTime()) -format "yyyy-MM-ddTHH:mm:ssK" ) $UserLoggedOnRaw = Get-Process -IncludeUserName -Name explorer | Select-Object UserName -Unique $UserLoggedOn = $UserLoggedOnRaw.UserName $DataVariable = Get-CimInstance -ClassName Win32_Processor | Select-Object -ExcludeProperty "CIM*" #------------------------------------------------------------------------------------------- # Preparing data structure #------------------------------------------------------------------------------------------- $DataVariable = Convert-CimArrayToObjectFixStructure -data $DataVariable -Verbose:$Verbose $DataVariable #------------------------------------------------------------------------------------------- # Output #------------------------------------------------------------------------------------------- VERBOSE: Converting CIM array to Object & removing CIM class data in array .... please wait ! Caption : Intel64 Family 6 Model 165 Stepping 5 Description : Intel64 Family 6 Model 165 Stepping 5 InstallDate : Name : Intel(R) Core(TM) i7-10700 CPU @ 2.90GHz Status : OK Availability : 3 ConfigManagerErrorCode : ConfigManagerUserConfig : CreationClassName : Win32_Processor DeviceID : CPU0 ErrorCleared : ErrorDescription : LastErrorCode : PNPDeviceID : PowerManagementCapabilities : PowerManagementSupported : False StatusInfo : 3 SystemCreationClassName : Win32_ComputerSystem SystemName : STRV-MOK-DT-02 AddressWidth : 64 CurrentClockSpeed : 2904 DataWidth : 64 Family : 198 LoadPercentage : 1 MaxClockSpeed : 2904 OtherFamilyDescription : Role : CPU Stepping : UniqueId : UpgradeMethod : 1 Architecture : 9 AssetTag : To Be Filled By O.E.M. Characteristics : 252 CpuStatus : 1 CurrentVoltage : 8 ExtClock : 100 L2CacheSize : 2048 L2CacheSpeed : L3CacheSize : 16384 L3CacheSpeed : 0 Level : 6 Manufacturer : GenuineIntel NumberOfCores : 8 NumberOfEnabledCore : 8 NumberOfLogicalProcessors : 16 PartNumber : To Be Filled By O.E.M. ProcessorId : BFEBFBFF000A0655 ProcessorType : 3 Revision : SecondLevelAddressTranslationExtensions : False SerialNumber : To Be Filled By O.E.M. SocketDesignation : U3E1 ThreadCount : 16 Version : VirtualizationFirmwareEnabled : False VMMonitorModeExtensions : False VoltageCaps : PSComputerName : #> [CmdletBinding()] param( [Parameter(mandatory)] [Array]$Data ) Write-Verbose " Converting CIM array to Object & removing CIM class data in array .... please wait !" # remove CIM info columns from object $Object = $Data | Select-Object -Property * -ExcludeProperty CimClass, CimInstanceProperties, CimSystemProperties # Convert from array to object $ObjectModified = $Object | ConvertTo-Json -Depth 20 | ConvertFrom-Json return $ObjectModified } Function Convert-PSArrayToObjectFixStructure { <# .SYNOPSIS Converts PS array and remove PS class information .DESCRIPTION Used to remove "noice" information of columns which we shouldn't send into the logs .PARAMETER Data Specifies the data object to modify .INPUTS None. You cannot pipe objects .OUTPUTS Modified array .LINK https://github.com/KnudsenMorten/AzLogDcrIngestPS .EXAMPLE #------------------------------------------------------------------------------------------- # Collecting data (in) #------------------------------------------------------------------------------------------- $verbose = $true Write-Output "" Write-Output "Collecting installed applications information via registry ... Please Wait !" $UninstallValuesX86 = Get-ItemProperty HKLM:\Software\Microsoft\Windows\CurrentVersion\Uninstall\* -ErrorAction SilentlyContinue $UninstallValuesX64 = Get-ItemProperty HKLM:\Software\Wow6432Node\Microsoft\Windows\CurrentVersion\Uninstall\* -ErrorAction SilentlyContinue $DataVariable = $UninstallValuesX86 $DataVariable += $UninstallValuesX64 #------------------------------------------------------------------------------------------- # Preparing data structure #------------------------------------------------------------------------------------------- # removing apps without DisplayName fx KBs $DataVariable = $DataVariable | Where-Object { $_.DisplayName -ne $null } # We see lots of "noice", which we don't want in our logs - PSPath, PSParentPath, PSChildname, PSDrive, PSProvider $DataVariable[0] #------------------------------------------------------------------------------------------- # Output #------------------------------------------------------------------------------------------- AuthorizedCDFPrefix : Comments : Contact : DisplayVersion : 8.8.34.31 HelpLink : HelpTelephone : InstallDate : 20221101 InstallLocation : C:\Program Files (x86)\Hewlett-Packard\HP Support Framework\ InstallSource : C:\Users\MOK~1.2LI\AppData\Local\Temp\{F09BB9BD-4825-4C23-B08A-4F622CB57050}\ ModifyPath : "C:\Program Files (x86)\InstallShield Installation Information\{54ECA61C-83AE-4EE3-A9F7-848155A33386}\setup.exe" - runfromtemp -l0x0409 NoModify : 1 Publisher : HP Inc. Readme : Size : EstimatedSize : 54156 SystemComponent : 0 UninstallString : "C:\Program Files (x86)\InstallShield Installation Information\{54ECA61C-83AE-4EE3-A9F7-848155A33386}\setup.exe" - runfromtemp -l0x0409 -removeonly URLInfoAbout : http://www.hp.com URLUpdateInfo : VersionMajor : 8 VersionMinor : 8 WindowsInstaller : 1 Version : 134742050 Language : 1033 DisplayName : HP Support Assistant LogFile : C:\Program Files (x86)\InstallShield Installation Information\{54ECA61C-83AE-4EE3-A9F7-848155A33386}\Setup.ilg DisplayIcon : C:\WINDOWS\Installer\{54ECA61C-83AE-4EE3-A9F7-848155A33386}\ARPPRODUCTICON.exe RegOwner : mok RegCompany : NoRepair : 1 QuietUninstallString : C:\Program Files (x86)\Hewlett-Packard\HP Support Framework\UninstallHPSA.exe -s PSPath : Microsoft.PowerShell.Core\Registry::HKEY_LOCAL_MACHINE\Software\Wow6432Node\Microsoft\Windows\CurrentVersion\Unins tall\{54ECA61C-83AE-4EE3-A9F7-848155A33386} PSParentPath : Microsoft.PowerShell.Core\Registry::HKEY_LOCAL_MACHINE\Software\Wow6432Node\Microsoft\Windows\CurrentVersion\Unins tall PSChildName : {54ECA61C-83AE-4EE3-A9F7-848155A33386} PSDrive : HKLM PSProvider : Microsoft.PowerShell.Core\Registry # convert PS object and remove PS class information $DataVariable = Convert-PSArrayToObjectFixStructure -Data $DataVariable -Verbose:$Verbose # Now we have removed the "noice" from all objects $DataVariable[0] #------------------------------------------------------------------------------------------- # Output #------------------------------------------------------------------------------------------- AuthorizedCDFPrefix : Comments : Contact : DisplayVersion : 8.8.34.31 HelpLink : HelpTelephone : InstallDate : 20221101 InstallLocation : C:\Program Files (x86)\Hewlett-Packard\HP Support Framework\ InstallSource : C:\Users\MOK~1.2LI\AppData\Local\Temp\{F09BB9BD-4825-4C23-B08A-4F622CB57050}\ ModifyPath : "C:\Program Files (x86)\InstallShield Installation Information\{54ECA61C-83AE-4EE3-A9F7-848155A33386}\setup.exe" - runfromtemp -l0x0409 NoModify : 1 Publisher : HP Inc. Readme : Size : EstimatedSize : 54156 SystemComponent : 0 UninstallString : "C:\Program Files (x86)\InstallShield Installation Information\{54ECA61C-83AE-4EE3-A9F7-848155A33386}\setup.exe" - runfromtemp -l0x0409 -removeonly URLInfoAbout : http://www.hp.com URLUpdateInfo : VersionMajor : 8 VersionMinor : 8 WindowsInstaller : 1 Version : 134742050 Language : 1033 DisplayName : HP Support Assistant LogFile : C:\Program Files (x86)\InstallShield Installation Information\{54ECA61C-83AE-4EE3-A9F7-848155A33386}\Setup.ilg DisplayIcon : C:\WINDOWS\Installer\{54ECA61C-83AE-4EE3-A9F7-848155A33386}\ARPPRODUCTICON.exe RegOwner : mok RegCompany : NoRepair : 1 QuietUninstallString : C:\Program Files (x86)\Hewlett-Packard\HP Support Framework\UninstallHPSA.exe -s #> [CmdletBinding()] param( [Parameter(mandatory)] [Array]$Data ) Write-Verbose " Converting PS array to Object & removing PS class data in array .... please wait !" # remove CIM info columns from object $Object = $Data | Select-Object -Property * -ExcludeProperty PSPath, PSProvider, PSParentPath, PSDrive, PSChildName, PSSnapIn # Convert from array to object $ObjectModified = $Object | ConvertTo-Json -Depth 10 | ConvertFrom-Json return $ObjectModified } Function CreateUpdate-AzDataCollectionRuleLogIngestCustomLog { <# .SYNOPSIS Create or Update Azure Data Collection Rule (DCR) used for log ingestion to Azure LogAnalytics using Log Ingestion API .DESCRIPTION Uses schema based on source object .AUTHOR Morten Knudsen, Microsoft MVP - https://mortenknudsen.net .LINK https://github.com/KnudsenMorten/AzLogDcrIngestPS .PARAMETER Tablename Specifies the table name in LogAnalytics .PARAMETER SchemaSourceObject This is the schema in hash table format coming from the source object .PARAMETER SchemaMode SchemaMode = Merge (default) It will do a merge/union of new properties and existing schema properties. DCR will import schema from table SchemaMode = Overwrite It will overwrite existing schema in DCR/table � based on source object schema This parameter can be useful for separate overflow work .PARAMETER AzLogWorkspaceResourceId This is the Loganaytics Resource Id .PARAMETER DceName This is name of the Data Collection Endpoint to use for the upload Function will automatically look check in a global variable ($global:AzDceDetails) - or do a query using Azure Resource Graph to find DCE with name Goal is to find the log ingestion Uri on the DCE Variable $global:AzDceDetails can be build before calling this cmdlet using this syntax $global:AzDceDetails = Get-AzDceListAll -AzAppId $LogIngestAppId -AzAppSecret $LogIngestAppSecret -TenantId $TenantId -Verbose:$Verbose -Verbose:$Verbose .PARAMETER DcrResourceGroup This is name of the resource group, where Data Collection Rules will be stored .PARAMETER DcrName This is name of the Data Collection Rule to use for the upload Function will automatically look check in a global variable ($global:AzDcrDetails) - or do a query using Azure Resource Graph to find DCR with name Goal is to find the DCR immunetable id on the DCR Variable $global:AzDcrDetails can be build before calling this cmdlet using this syntax $global:AzDcrDetails = Get-AzDcrListAll -AzAppId $LogIngestAppId -AzAppSecret $LogIngestAppSecret -TenantId $TenantId -Verbose:$Verbose -Verbose:$Verbose .PARAMETER TableName This is tablename of the LogAnalytics table (and is also used in the DCR naming) .PARAMETER AzDcrSetLogIngestApiAppPermissionsDcrLevel Choose TRUE if you want to set Monitoring Publishing Contributor permissions on DCR level Choose FALSE if you would like to use inherited permissions from the resource group level (recommended) .PARAMETER LogIngestServicePricipleObjectId This is the object id of the Azure App service-principal NOTE: Not the object id of the Azure app, but Object Id of the service principal (!) .PARAMETER AzAppId This is the Azure app id .PARAMETER AzAppSecret This is the secret of the Azure app .PARAMETER TenantId This is the Azure AD tenant id .INPUTS None. You cannot pipe objects .OUTPUTS Output of REST PUT command. Should be 200 for success .EXAMPLE #------------------------------------------------------------------------------------------- # Variables #------------------------------------------------------------------------------------------- $verbose = $true $TenantId = "xxxxx" $LogIngestAppId = "xxxxx" $LogIngestAppSecret = "xxxxx" $DceName = "dce-log-platform-management-client-demo1-p" $LogAnalyticsWorkspaceResourceId = "/subscriptions/xxxxxx/resourceGroups/rg-logworkspaces/providers/Microsoft.OperationalInsights/workspaces/log-platform-management-client-demo1-p" $AzDcrPrefixClient = "clt1" $AzDcrSetLogIngestApiAppPermissionsDcrLevel = $false $AzDcrLogIngestServicePrincipalObjectId = "xxxxxx" #------------------------------------------------------------------------------------------- # Collecting data (in) #------------------------------------------------------------------------------------------- Write-Output "" Write-Output "Collecting OS information ... Please Wait !" $DataVariable = Get-CimInstance -ClassName Win32_OperatingSystem #------------------------------------------------------------------------------------------- # Preparing data structure #------------------------------------------------------------------------------------------- # convert CIM array to PSCustomObject and remove CIM class information $DataVariable = Convert-CimArrayToObjectFixStructure -data $DataVariable -Verbose:$Verbose # add CollectionTime to existing array $DataVariable = Add-CollectionTimeToAllEntriesInArray -Data $DataVariable -Verbose:$Verbose # add Computer & UserLoggedOn info to existing array $DataVariable = Add-ColumnDataToAllEntriesInArray -Data $DataVariable -Column1Name Computer -Column1Data $Env:ComputerName -Column2Name UserLoggedOn -Column2Data $UserLoggedOn # Validating/fixing schema data structure of source data $DataVariable = ValidateFix-AzLogAnalyticsTableSchemaColumnNames -Data $DataVariable -Verbose:$Verbose # Aligning data structure with schema (requirement for DCR) $DataVariable = Build-DataArrayToAlignWithSchema -Data $DataVariable -Verbose:$Verbose # We change the tablename to something - for example add TEST (InvClientComputerOSInfoTESTV2) - table doesn't exist $TableName = 'InvClientComputerOSInfoTESTV2' # must not contain _CL $DcrName = "dcr-" + $AzDcrPrefixClient + "-" + $TableName + "_CL" $Schema = Get-ObjectSchemaAsArray -Data $DataVariable $StructureCheck = Get-AzLogAnalyticsTableAzDataCollectionRuleStatus -AzLogWorkspaceResourceId $LogAnalyticsWorkspaceResourceId -TableName $TableName -DcrName $DcrName -SchemaSourceObject $Schema ` -AzAppId $LogIngestAppId -AzAppSecret $LogIngestAppSecret -TenantId $TenantId -Verbose:$Verbose # we see that structure is missing, so we set the flag to enforce creating both DCR and table $StructureCheck #------------------------------------------------------------------------------------------- # Output #------------------------------------------------------------------------------------------- VERBOSE: Checking LogAnalytics table and Data Collection Rule configuration .... Please Wait ! VERBOSE: GET with 0-byte payload VERBOSE: LogAnalytics table wasn't found ! VERBOSE: DCR was not found [ dcr-clt1-InvClientComputerOSInfoTESTV2_CL ] $True # build schema to be used for LogAnalytics Table $Schema = Get-ObjectSchemaAsHash -Data $DataVariable -ReturnType Table -Verbose:$Verbose CreateUpdate-AzLogAnalyticsCustomLogTableDcr -AzLogWorkspaceResourceId $LogAnalyticsWorkspaceResourceId -SchemaSourceObject $Schema -TableName $TableName ` -AzAppId $LogIngestAppId -AzAppSecret $LogIngestAppSecret -TenantId $TenantId -Verbose:$Verbose # build schema to be used for DCR $Schema = Get-ObjectSchemaAsHash -Data $DataVariable -ReturnType DCR CreateUpdate-AzDataCollectionRuleLogIngestCustomLog -AzLogWorkspaceResourceId $LogAnalyticsWorkspaceResourceId -SchemaSourceObject $Schema ` -DceName $DceName -DcrName $DcrName -TableName $TableName ` -LogIngestServicePricipleObjectId $AzDcrLogIngestServicePrincipalObjectId ` -AzDcrSetLogIngestApiAppPermissionsDcrLevel $AzDcrSetLogIngestApiAppPermissionsDcrLevel ` -AzAppId $LogIngestAppId -AzAppSecret $LogIngestAppSecret -TenantId $TenantId -Verbose:$Verbose #------------------------------------------------------------------------------------------- # Output #------------------------------------------------------------------------------------------- VERBOSE: Found required DCE info using Azure Resource Graph VERBOSE: VERBOSE: GET with 0-byte payload VERBOSE: received 898-byte response of content type application/json; charset=utf-8 VERBOSE: Found required LogAnalytics info VERBOSE: VERBOSE: GET with 0-byte payload VERBOSE: received 291-byte response of content type application/json; charset=utf-8 VERBOSE: VERBOSE: Creating/updating DCR [ dcr-clt1-InvClientComputerOSInfoTESTV2_CL ] with limited payload VERBOSE: /subscriptions/fce4f282-fcc6-43fb-94d8-bf1701b862c3/resourceGroups/rg-dcr-log-platform-management-client-demo1-p/providers/micros oft.insights/dataCollectionRules/dcr-clt1-InvClientComputerOSInfoTESTV2_CL VERBOSE: PUT with -1-byte payload VERBOSE: received 2033-byte response of content type application/json; charset=utf-8 StatusCode : 200 StatusDescription : OK Content : {"properties":{"immutableId":"dcr-0189d991f81f43efbcfb6fc520541452","dataCollectionEndpointId":"/subscriptions/fce4f2 82-fcc6-43fb-94d8-bf1701b862c3/resourceGroups/rg-dce-log-platform-management-client... RawContent : HTTP/1.1 200 OK Pragma: no-cache Vary: Accept-Encoding x-ms-ratelimit-remaining-subscription-resource-requests: 149 Request-Context: appId=cid-v1:2bbfbac8-e1b0-44af-b9c6-3a40669d37e3 x-ms-correla... Forms : {} Headers : {[Pragma, no-cache], [Vary, Accept-Encoding], [x-ms-ratelimit-remaining-subscription-resource-requests, 149], [Reques t-Context, appId=cid-v1:2bbfbac8-e1b0-44af-b9c6-3a40669d37e3]...} Images : {} InputFields : {} Links : {} ParsedHtml : mshtml.HTMLDocumentClass RawContentLength : 2033 VERBOSE: VERBOSE: Updating DCR [ dcr-clt1-InvClientComputerOSInfoTESTV2_CL ] with full schema VERBOSE: /subscriptions/fce4f282-fcc6-43fb-94d8-bf1701b862c3/resourceGroups/rg-dcr-log-platform-management-client-demo1-p/providers/micros oft.insights/dataCollectionRules/dcr-clt1-InvClientComputerOSInfoTESTV2_CL VERBOSE: PUT with -1-byte payload VERBOSE: received 4485-byte response of content type application/json; charset=utf-8 StatusCode : 200 StatusDescription : OK Content : {"properties":{"immutableId":"dcr-0189d991f81f43efbcfb6fc520541452","dataCollectionEndpointId":"/subscriptions/fce4f2 82-fcc6-43fb-94d8-bf1701b862c3/resourceGroups/rg-dce-log-platform-management-client... RawContent : HTTP/1.1 200 OK Pragma: no-cache Vary: Accept-Encoding x-ms-ratelimit-remaining-subscription-resource-requests: 148 Request-Context: appId=cid-v1:2bbfbac8-e1b0-44af-b9c6-3a40669d37e3 x-ms-correla... Forms : {} Headers : {[Pragma, no-cache], [Vary, Accept-Encoding], [x-ms-ratelimit-remaining-subscription-resource-requests, 148], [Reques t-Context, appId=cid-v1:2bbfbac8-e1b0-44af-b9c6-3a40669d37e3]...} Images : {} InputFields : {} Links : {} ParsedHtml : mshtml.HTMLDocumentClass RawContentLength : 4485 VERBOSE: VERBOSE: Waiting 10 sec to let Azure sync up so DCR rule can be retrieved from Azure Resource Graph VERBOSE: VERBOSE: Getting Data Collection Rules from Azure Resource Graph .... Please Wait ! VERBOSE: POST with -1-byte payload VERBOSE: received 203914-byte response of content type application/json; charset=utf-8 #> [CmdletBinding()] param( [Parameter(mandatory)] [array]$SchemaSourceObject, [Parameter(mandatory)] [string]$AzLogWorkspaceResourceId, [Parameter(mandatory)] [string]$DceName, [Parameter(mandatory)] [string]$DcrResourceGroup, [Parameter(mandatory)] [string]$DcrName, [Parameter(mandatory)] [string]$TableName, [Parameter(mandatory)] [boolean]$AzDcrSetLogIngestApiAppPermissionsDcrLevel = $false, [Parameter()] [AllowEmptyCollection()] [string]$LogIngestServicePricipleObjectId, [Parameter()] [string]$SchemaMode = "Merge", # Merge = Merge new properties into existing schema, Overwrite = use source object schema [Parameter()] [string]$AzAppId, [Parameter()] [string]$AzAppSecret, [Parameter()] [string]$TenantId ) #-------------------------------------------------------------------------- # Connection #-------------------------------------------------------------------------- $Headers = Get-AzAccessTokenManagement -AzAppId $AzAppId ` -AzAppSecret $AzAppSecret ` -TenantId $TenantId -Verbose:$Verbose #-------------------------------------------------------------------------- # Get DCEs from Azure Resource Graph #-------------------------------------------------------------------------- If ($DceName) { If ($global:AzDceDetails) # global variables was defined. Used to mitigate throttling in Azure Resource Graph (free service) { # Retrieve DCE in scope $DceInfo = $global:AzDceDetails | Where-Object { $_.name -eq $DceName } If (!($DceInfo)) { Write-Output "Could not find DCE with name [ $($DceName) ]" } } Else { $AzGraphQuery = @{ 'query' = 'Resources | where type =~ "microsoft.insights/datacollectionendpoints" ' } | ConvertTo-Json -Depth 20 $ResponseData = @() $AzGraphUri = "https://management.azure.com/providers/Microsoft.ResourceGraph/resources?api-version=2021-03-01" $ResponseRaw = invoke-webrequest -UseBasicParsing -Method POST -Uri $AzGraphUri -Headers $Headers -Body $AzGraphQuery $ResponseData += $ResponseRaw.content $ResponseNextLink = $ResponseRaw."@odata.nextLink" While ($ResponseNextLink -ne $null) { $ResponseRaw = invoke-webrequest -UseBasicParsing -Method POST -Uri $AzGraphUri -Headers $Headers -Body $AzGraphQuery $ResponseData += $ResponseRaw.content $ResponseNextLink = $ResponseRaw."@odata.nextLink" } $DataJson = $ResponseData | ConvertFrom-Json $Data = $DataJson.data # Retrieve DCE in scope $DceInfo = $Data | Where-Object { $_.name -eq $DceName } If (!($DceInfo)) { Write-Output "Could not find DCE with name [ $($DceName) ]" } } } # DCE ResourceId (target for DCR ingestion) $DceResourceId = $DceInfo.id If ($DceInfo) { Write-Verbose "Found required DCE info using Azure Resource Graph" Write-Verbose "" } #------------------------------------------------------------------------------------------------ # Getting LogAnalytics Info #------------------------------------------------------------------------------------------------ $LogWorkspaceUrl = "https://management.azure.com" + $AzLogWorkspaceResourceId + "?api-version=2021-12-01-preview" $LogWorkspaceId = (invoke-restmethod -UseBasicParsing -Uri $LogWorkspaceUrl -Method GET -Headers $Headers).properties.customerId If ($LogWorkspaceId) { Write-Verbose "Found required LogAnalytics info" Write-Verbose "" } #------------------------------------------------------------------------------------------------ # Build variables #------------------------------------------------------------------------------------------------ # build variables $KustoDefault = "source | extend TimeGenerated = now()" $StreamNameFull = "Custom-" + $TableName + "_CL" # streamname must be 52 characters or less If ($StreamNameFull.length -gt 52) { $StreamName = $StreamNameFull.Substring(0,52) } Else { $StreamName = $StreamNameFull } $DceLocation = $DceInfo.location $DcrSubscription = ($AzLogWorkspaceResourceId -split "/")[2] $DcrLogWorkspaceName = ($AzLogWorkspaceResourceId -split "/")[-1] $DcrResourceId = "/subscriptions/$($DcrSubscription)/resourceGroups/$($DcrResourceGroup)/providers/microsoft.insights/dataCollectionRules/$($DcrName)" #-------------------------------------------------------------------------- # Get existing DCR, if found #-------------------------------------------------------------------------- $Uri = "https://management.azure.com" + "$DcrResourceId" + "?api-version=2022-06-01" Try { $Dcr = invoke-webrequest -UseBasicParsing -Uri $Uri -Method GET -Headers $Headers } Catch { } #-------------------------------------------------------------------------- # DCR was NOT found (create) - or we do an Overwrite #-------------------------------------------------------------------------- If ( (!($Dcr)) -or ($SchemaMode -eq "Overwrite") ) { #-------------------------------------------------------------------------- # build initial payload to create DCR for log ingest (api) to custom logs #-------------------------------------------------------------------------- If ($SchemaSourceObject.count -gt 10) { $SchemaSourceObjectLimited = $SchemaSourceObject[0..10] } Else { $SchemaSourceObjectLimited = $SchemaSourceObject } $DcrObject = [pscustomobject][ordered]@{ properties = @{ dataCollectionEndpointId = $DceResourceId streamDeclarations = @{ $StreamName = @{ columns = @( $SchemaSourceObjectLimited ) } } destinations = @{ logAnalytics = @( @{ workspaceResourceId = $AzLogWorkspaceResourceId workspaceId = $LogWorkspaceId name = $DcrLogWorkspaceName } ) } dataFlows = @( @{ streams = @( $StreamName ) destinations = @( $DcrLogWorkspaceName ) transformKql = $KustoDefault outputStream = $StreamName } ) } location = $DceLocation name = $DcrName type = "Microsoft.Insights/dataCollectionRules" } #-------------------------------------------------------------------------- # create initial DCR using payload #-------------------------------------------------------------------------- Write-Verbose "" Write-Verbose "Creating/updating DCR [ $($DcrName) ] with limited payload" Write-Verbose $DcrResourceId $DcrPayload = $DcrObject | ConvertTo-Json -Depth 20 $Uri = "https://management.azure.com" + "$DcrResourceId" + "?api-version=2022-06-01" invoke-webrequest -UseBasicParsing -Uri $Uri -Method PUT -Body $DcrPayload -Headers $Headers # sleeping to let API sync up before modifying Start-Sleep -s 5 #-------------------------------------------------------------------------- # build full payload to create DCR for log ingest (api) to custom logs #-------------------------------------------------------------------------- $DcrObject = [pscustomobject][ordered]@{ properties = @{ dataCollectionEndpointId = $DceResourceId streamDeclarations = @{ $StreamName = @{ columns = @( $SchemaSourceObject ) } } destinations = @{ logAnalytics = @( @{ workspaceResourceId = $AzLogWorkspaceResourceId workspaceId = $LogWorkspaceId name = $DcrLogWorkspaceName } ) } dataFlows = @( @{ streams = @( $StreamName ) destinations = @( $DcrLogWorkspaceName ) transformKql = $KustoDefault outputStream = $StreamName } ) } location = $DceLocation name = $DcrName type = "Microsoft.Insights/dataCollectionRules" } #-------------------------------------------------------------------------- # create DCR using payload #-------------------------------------------------------------------------- Write-Verbose "" Write-Verbose "Updating DCR [ $($DcrName) ] with full payload" Write-Verbose $DcrResourceId $DcrPayload = $DcrObject | ConvertTo-Json -Depth 20 $Uri = "https://management.azure.com" + "$DcrResourceId" + "?api-version=2022-06-01" invoke-webrequest -UseBasicParsing -Uri $Uri -Method PUT -Body $DcrPayload -Headers $Headers #-------------------------------------------------------------------------- # Continue - sleep 10 sec to let Azure Resource Graph pick up the new DCR #-------------------------------------------------------------------------- Write-Verbose "" Write-Verbose "Waiting 10 sec to let Azure sync up so DCR rule can be retrieved from Azure Resource Graph" Start-Sleep -Seconds 10 #-------------------------------------------------------------------------- # updating DCR list using Azure Resource Graph due to new DCR was created #-------------------------------------------------------------------------- $global:AzDcrDetails = Get-AzDcrListAll -AzAppId $AzAppId -AzAppSecret $AzAppSecret -TenantId $TenantId -Verbose:$Verbose #-------------------------------------------------------------------------- # delegating Monitor Metrics Publisher Rolepermission to Log Ingest App #-------------------------------------------------------------------------- If ($AzDcrSetLogIngestApiAppPermissionsDcrLevel -eq $true) { $DcrRule = $global:AzDcrDetails | where-Object { $_.name -eq $DcrName } $DcrRuleId = $DcrRule.id Write-Verbose "" Write-Verbose "Setting Monitor Metrics Publisher Role permissions on DCR [ $($DcrName) ]" $guid = (new-guid).guid $monitorMetricsPublisherRoleId = "3913510d-42f4-4e42-8a64-420c390055eb" $roleDefinitionId = "/subscriptions/$($DcrSubscription)/providers/Microsoft.Authorization/roleDefinitions/$($monitorMetricsPublisherRoleId)" $roleUrl = "https://management.azure.com" + $DcrRuleId + "/providers/Microsoft.Authorization/roleAssignments/$($Guid)?api-version=2018-07-01" $roleBody = @{ properties = @{ roleDefinitionId = $roleDefinitionId principalId = $LogIngestServicePricipleObjectId scope = $DcrRuleId } } $jsonRoleBody = $roleBody | ConvertTo-Json -Depth 6 $result = try { invoke-restmethod -UseBasicParsing -Uri $roleUrl -Method PUT -Body $jsonRoleBody -headers $Headers -ErrorAction SilentlyContinue } catch { } $StatusCode = $result.StatusCode If ($StatusCode -eq "204") { Write-host " SUCCESS - data uploaded to LogAnalytics" } ElseIf ($StatusCode -eq "RequestEntityTooLarge") { Write-Error " Error 513 - You are sending too large data - make the dataset smaller" } Else { Write-Error $result } # Sleep 10 sec to let Azure sync up Write-Verbose "" Write-Verbose "Waiting 10 sec to let Azure sync up for permissions to replicate" Start-Sleep -Seconds 10 Write-Verbose "" } } #-------------------------------------------------------------------------- # DCR was found - we will do either a MERGE or OVERWRITE #-------------------------------------------------------------------------- ElseIf ( ($Dcr) -and ($SchemaMode -eq "Merge") ) { $TableUrl = "https://management.azure.com" + $AzLogWorkspaceResourceId + "/tables/$($TableName)_CL?api-version=2021-12-01-preview" $TableStatus = Try { invoke-restmethod -UseBasicParsing -Uri $TableUrl -Method GET -Headers $Headers } Catch { } If ($TableStatus) { $CurrentTableSchema = $TableStatus.properties.schema.columns } # start by building new schema hash, based on existing schema in LogAnalytics custom log table $SchemaArrayDCRFormatHash = @() ForEach ($Property in $CurrentTableSchema) { $Name = $Property.name $Type = $Property.type # Add all properties except TimeGenerated as it only exist in tables - not DCRs If ($Name -ne "TimeGenerated") { $SchemaArrayDCRFormatHash += @{ name = $name type = $type } } } # enum $SchemaSourceObject - and check if it exists in $SchemaArrayLogAnalyticsTableFormatHash $UpdateDCR = $False ForEach ($PropertySource in $SchemaSourceObject) { $PropertyFound = $false ForEach ($Property in $SchemaArrayDCRFormatHash) { If ($Property.name -eq $PropertySource.name) { $PropertyFound = $true } } If ($PropertyFound -eq $true) { # Name already found ... skipping } Else { # DCR must be updated, changes was detected ! $UpdateDCR = $true Write-verbose "SchemaMode = Merge: Adding property $($PropertySource.name)" $SchemaArrayDCRFormatHash += @{ name = $PropertySource.name type = $PropertySource.type } } } #-------------------------------------------------------------------------- # Merge: build full payload to create DCR for log ingest (api) to custom logs #-------------------------------------------------------------------------- If ($UpdateDCR -eq $true) { $DcrObject = [pscustomobject][ordered]@{ properties = @{ dataCollectionEndpointId = $DceResourceId streamDeclarations = @{ $StreamName = @{ columns = @( $SchemaArrayDCRFormatHash ) } } destinations = @{ logAnalytics = @( @{ workspaceResourceId = $AzLogWorkspaceResourceId workspaceId = $LogWorkspaceId name = $DcrLogWorkspaceName } ) } dataFlows = @( @{ streams = @( $StreamName ) destinations = @( $DcrLogWorkspaceName ) transformKql = $KustoDefault outputStream = $StreamName } ) } location = $DceLocation name = $DcrName type = "Microsoft.Insights/dataCollectionRules" } #-------------------------------------------------------------------------- # Update DCR using merged payload #-------------------------------------------------------------------------- Write-Verbose "" Write-Verbose "Merge: Updating DCR [ $($DcrName) ] with new properties in schema" Write-Verbose $DcrResourceId $DcrPayload = $DcrObject | ConvertTo-Json -Depth 20 $Uri = "https://management.azure.com" + "$DcrResourceId" + "?api-version=2022-06-01" invoke-webrequest -UseBasicParsing -Uri $Uri -Method PUT -Body $DcrPayload -Headers $Headers } } } Function CreateUpdate-AzLogAnalyticsCustomLogTableDcr { <# .SYNOPSIS Create or Update Azure LogAnalytics Custom Log table - used together with Data Collection Rules (DCR) for Log Ingestion API upload to LogAnalytics .DESCRIPTION Uses schema based on source object .PARAMETER Tablename Specifies the table name in LogAnalytics .PARAMETER SchemaSourceObject This is the schema in hash table format coming from the source object .PARAMETER SchemaMode SchemaMode = Merge (default) It will do a merge/union of new properties and existing schema properties. DCR will import schema from table SchemaMode = Overwrite It will overwrite existing schema in DCR/table � based on source object schema This parameter can be useful for separate overflow work .PARAMETER AzLogWorkspaceResourceId This is the Loganaytics Resource Id .PARAMETER AzAppId This is the Azure app id .PARAMETER AzAppSecret This is the secret of the Azure app .PARAMETER TenantId This is the Azure AD tenant id .INPUTS None. You cannot pipe objects .OUTPUTS Output of REST PUT command. Should be 200 for success .LINK https://github.com/KnudsenMorten/AzLogDcrIngestPS .EXAMPLE #------------------------------------------------------------------------------------------- # Variables #------------------------------------------------------------------------------------------- $verbose = $true $TenantId = "xxxxx" $LogIngestAppId = "xxxxx" $LogIngestAppSecret = "xxxxx" $DceName = "dce-log-platform-management-client-demo1-p" $LogAnalyticsWorkspaceResourceId = "/subscriptions/xxxxxx/resourceGroups/rg-logworkspaces/providers/Microsoft.OperationalInsights/workspaces/log-platform-management-client-demo1-p" $AzDcrPrefixClient = "clt1" #------------------------------------------------------------------------------------------- # Collecting data (in) #------------------------------------------------------------------------------------------- Write-Output "" Write-Output "Collecting OS information ... Please Wait !" $DataVariable = Get-CimInstance -ClassName Win32_OperatingSystem #------------------------------------------------------------------------------------------- # Preparing data structure #------------------------------------------------------------------------------------------- # convert CIM array to PSCustomObject and remove CIM class information $DataVariable = Convert-CimArrayToObjectFixStructure -data $DataVariable -Verbose:$Verbose # add CollectionTime to existing array $DataVariable = Add-CollectionTimeToAllEntriesInArray -Data $DataVariable -Verbose:$Verbose # add Computer & UserLoggedOn info to existing array $DataVariable = Add-ColumnDataToAllEntriesInArray -Data $DataVariable -Column1Name Computer -Column1Data $Env:ComputerName -Column2Name UserLoggedOn -Column2Data $UserLoggedOn # Validating/fixing schema data structure of source data $DataVariable = ValidateFix-AzLogAnalyticsTableSchemaColumnNames -Data $DataVariable -Verbose:$Verbose # Aligning data structure with schema (requirement for DCR) $DataVariable = Build-DataArrayToAlignWithSchema -Data $DataVariable -Verbose:$Verbose # We change the tablename to something - for example add TEST (InvClientComputerOSInfoTESTV2) - table doesn't exist $TableName = 'InvClientComputerOSInfoTESTV2' # must not contain _CL $DcrName = "dcr-" + $AzDcrPrefixClient + "-" + $TableName + "_CL" $StructureCheck = Get-AzLogAnalyticsTableAzDataCollectionRuleStatus -AzLogWorkspaceResourceId $LogAnalyticsWorkspaceResourceId -TableName $TableName -DcrName $DcrName -SchemaSourceObject $Schema ` -AzAppId $LogIngestAppId -AzAppSecret $LogIngestAppSecret -TenantId $TenantId -Verbose:$Verbose # we see that structure is missing, so we set the flag to enforce creating both DCR and table $StructureCheck #------------------------------------------------------------------------------------------- # Output #------------------------------------------------------------------------------------------- VERBOSE: Checking LogAnalytics table and Data Collection Rule configuration .... Please Wait ! VERBOSE: GET with 0-byte payload VERBOSE: LogAnalytics table wasn't found ! VERBOSE: DCR was not found [ dcr-clt1-InvClientComputerOSInfoTESTV2_CL ] $True # build schema to be used for LogAnalytics Table $Schema = Get-ObjectSchemaAsHash -Data $DataVariable -ReturnType Table -Verbose:$Verbose CreateUpdate-AzLogAnalyticsCustomLogTableDcr -AzLogWorkspaceResourceId $LogAnalyticsWorkspaceResourceId -SchemaSourceObject $Schema -TableName $TableName ` -AzAppId $LogIngestAppId -AzAppSecret $LogIngestAppSecret -TenantId $TenantId -Verbose:$Verbose #------------------------------------------------------------------------------------------- # Output #------------------------------------------------------------------------------------------- VERBOSE: VERBOSE: Trying to update existing LogAnalytics table schema for table [ InvClientComputerOSInfoTESTV2_CL ] in VERBOSE: /subscriptions/fce4f282-fcc6-43fb-94d8-bf1701b862c3/resourceGroups/rg-logworkspaces/providers/Microsoft.OperationalInsights/works paces/log-platform-management-client-demo1-p VERBOSE: PATCH with -1-byte payload VERBOSE: PUT with -1-byte payload VERBOSE: received 7761-byte response of content type application/json; charset=utf-8 VERBOSE: VERBOSE: LogAnalytics Table doesn't exist or problems detected .... creating table [ InvClientComputerOSInfoTESTV2_CL ] in VERBOSE: /subscriptions/fce4f282-fcc6-43fb-94d8-bf1701b862c3/resourceGroups/rg-logworkspaces/providers/Microsoft.OperationalInsights/works paces/log-platform-management-client-demo1-p VERBOSE: PUT with -1-byte payload VERBOSE: received 7761-byte response of content type application/json; charset=utf-8 StatusCode : 200 StatusDescription : OK Content : {"properties":{"totalRetentionInDays":30,"archiveRetentionInDays":0,"plan":"Analytics","retentionInDaysAsDefault":tru e,"totalRetentionInDaysAsDefault":true,"schema":{"tableSubType":"DataCollectionRule... RawContent : HTTP/1.1 200 OK Pragma: no-cache Request-Context: appId=cid-v1:c7ec48f5-2684-46e8-accb-45e7dbec242b X-Content-Type-Options: nosniff api-supported-versions: 2015-03-20, 2015-11-01-preview, 2017-01-... Forms : {} Headers : {[Pragma, no-cache], [Request-Context, appId=cid-v1:c7ec48f5-2684-46e8-accb-45e7dbec242b], [X-Content-Type-Options, n osniff], [api-supported-versions, 2015-03-20, 2015-11-01-preview, 2017-01-01-preview, 2017-03-03-preview, 2017-03-15- preview, 2017-04-26-preview, 2020-03-01-preview, 2020-08-01, 2020-10-01, 2021-03-01-privatepreview, 2021-07-01-privat epreview, 2021-12-01-preview, 2022-09-01-privatepreview, 2022-10-01]...} Images : {} InputFields : {} Links : {} ParsedHtml : mshtml.HTMLDocumentClass RawContentLength : 7761 #> [CmdletBinding()] param( [Parameter(mandatory)] [string]$TableName, [Parameter(mandatory)] [array]$SchemaSourceObject, [Parameter(mandatory)] [string]$AzLogWorkspaceResourceId, [Parameter()] [string]$SchemaMode = "Merge", # Merge = Merge new properties into existing schema, Overwrite = use source object schema [Parameter()] [string]$AzAppId, [Parameter()] [string]$AzAppSecret, [Parameter()] [string]$TenantId ) #-------------------------------------------------------------------------- # Connection #-------------------------------------------------------------------------- $Headers = Get-AzAccessTokenManagement -AzAppId $AzAppId ` -AzAppSecret $AzAppSecret ` -TenantId $TenantId -Verbose:$Verbose #-------------------------------------------------------------------------- # TableCheck #-------------------------------------------------------------------------- $TableUrl = "https://management.azure.com" + $AzLogWorkspaceResourceId + "/tables/$($TableName)_CL?api-version=2021-12-01-preview" $TableStatus = Try { invoke-restmethod -UseBasicParsing -Uri $TableUrl -Method GET -Headers $Headers } Catch { If ($SchemaMode -eq "Merge") { # force SchemaMode to Overwrite (create/update) $SchemaMode = "Overwrite" } } #-------------------------------------------------------------------------- # Compare schema between source object schema and Azure LogAnalytics Table #-------------------------------------------------------------------------- If ($TableStatus) { $CurrentTableSchema = $TableStatus.properties.schema.columns } #-------------------------------------------------------------------------- # LogAnalytics Table check #-------------------------------------------------------------------------- $Table = $TableName + "_CL" # TableName with _CL (CustomLog) If ($Table.Length -gt 45) { Write-Error "ERROR - Reduce length of tablename, as it has a maximum of 45 characters (current length: $($Table.Length))" } #----------------------------------------------------------------------------------------------- # SchemaMode = Overwrite - Creating/Updating LogAnalytics Table based upon data source schema #----------------------------------------------------------------------------------------------- If ($SchemaMode -eq "Overwrite") { $tableBodyPut = @{ properties = @{ schema = @{ name = $Table columns = @($SchemaSourceObject) } } } | ConvertTo-Json -Depth 10 # create/update table schema using REST $TableUrl = "https://management.azure.com" + $AzLogWorkspaceResourceId + "/tables/$($Table)?api-version=2021-12-01-preview" Try { Write-Verbose "" Write-Verbose "Trying to update existing LogAnalytics table schema for table [ $($Table) ] in " Write-Verbose $AzLogWorkspaceResourceId invoke-webrequest -UseBasicParsing -Uri $TableUrl -Method PUT -Headers $Headers -Body $TablebodyPut } Catch { Write-Verbose "" Write-Verbose "Internal error 500 - recreating table" invoke-webrequest -UseBasicParsing -Uri $TableUrl -Method DELETE -Headers $Headers Start-Sleep -Seconds 10 invoke-webrequest -UseBasicParsing -Uri $TableUrl -Method PUT -Headers $Headers -Body $TablebodyPut } } #----------------------------------------------------------------------------------------------- # SchemaMode = Merge - Merging new properties into existing schema #----------------------------------------------------------------------------------------------- If ($SchemaMode -eq "Merge") { # start by building new schema hash, based on existing schema in LogAnalytics custom log table $SchemaArrayLogAnalyticsTableFormatHash = @() ForEach ($Property in $CurrentTableSchema) { $Name = $Property.name $Type = $Property.type $SchemaArrayLogAnalyticsTableFormatHash += @{ name = $name type = $type description = "" } } # enum $SchemaSourceObject - and check if it exists in $SchemaArrayLogAnalyticsTableFormatHash $UpdateTable = $False ForEach ($PropertySource in $SchemaSourceObject) { $PropertyFound = $false ForEach ($Property in $SchemaArrayLogAnalyticsTableFormatHash) { If ($Property.name -eq $PropertySource.name) { $PropertyFound = $true } } If ($PropertyFound -eq $true) { # Name already found ... skipping } Else { # table must be updated, changes detected in merge-mode $UpdateTable = $true Write-verbose "SchemaMode = Merge: Adding property $($PropertySource.name)" $SchemaArrayLogAnalyticsTableFormatHash += @{ name = $PropertySource.name type = $PropertySource.type description = "" } } } If ($UpdateTable -eq $true) { # new table structure with added properties (merging) $tableBodyPut = @{ properties = @{ schema = @{ name = $Table columns = @($SchemaArrayLogAnalyticsTableFormatHash) } } } | ConvertTo-Json -Depth 10 # create/update table schema using REST $TableUrl = "https://management.azure.com" + $AzLogWorkspaceResourceId + "/tables/$($Table)?api-version=2021-12-01-preview" Try { Write-Verbose "" Write-Verbose "Trying to update existing LogAnalytics table schema for table [ $($Table) ] in " Write-Verbose $AzLogWorkspaceResourceId invoke-webrequest -UseBasicParsing -Uri $TableUrl -Method PUT -Headers $Headers -Body $TablebodyPut } Catch { Write-Verbose "" Write-Verbose "Internal error 500 - recreating table" invoke-webrequest -UseBasicParsing -Uri $TableUrl -Method DELETE -Headers $Headers Start-Sleep -Seconds 10 invoke-webrequest -UseBasicParsing -Uri $TableUrl -Method PUT -Headers $Headers -Body $TablebodyPut } } } return } Function Delete-AzDataCollectionRules { <# .SYNOPSIS Deletes the Azure Loganalytics defined in like-format, so you can fast clean-up for example after demo or testing .DESCRIPTION Used to delete many data collection rules in one task .PARAMETER DcrnameLike Here you can put in the DCR name(s) you want to delete using like-format - sample *demo* .PARAMETER AzLogWorkspaceResourceId This is resource id of the Azure LogAnalytics workspace .PARAMETER AzAppId This is the Azure app id og an app with Contributor permissions in LogAnalytics + Resource Group for DCRs .PARAMETER AzAppSecret This is the secret of the Azure app .PARAMETER TenantId This is the Azure AD tenant id .INPUTS None. You cannot pipe objects .OUTPUTS Output of REST PUT command. Should be 200 for success .LINK https://github.com/KnudsenMorten/AzLogDcrIngestPS .EXAMPLE $verbose = $true $TenantId = "xxxxx" $LogIngestAppId = "xxxxx" $LogIngestAppSecret = "xxxxx" # delete Azure LogAnalytics data collection rules - based on name - NOTE: tenant-wide (use with caution) - DcrNameLike can include wildcard like *demo* Delete-AzDataCollectionRules -DcrNameLike "*test*" -Verbose:$true # Output VERBOSE: Sent top=1000 skip=0 skipToken= VERBOSE: Received results: 69 Data Collection Rules deletions in scope: dcr-clt1-InvClientComputerOSInfoTest3V2_CL dcr-clt1-InvClientComputerOSInfoTest4V2_CL dcr-clt1-InvClientComputerOSInfoTest5V2_CL dcr-clt1-InvClientComputerOSInfoTESTV2_CL Deleting Data Collection Rules [ dcr-clt1-InvClientComputerOSInfoTest3V2_CL ] ... Please Wait ! Headers : {[Pragma, System.String[]], [Request-Context, System.String[]], [x-ms-correlation-request-id, System.String[]], [x-ms-client -request-id, System.String[]]...} Version : 1.1 StatusCode : 200 Method : DELETE Content : Deleting Data Collection Rules [ dcr-clt1-InvClientComputerOSInfoTest4V2_CL ] ... Please Wait ! Headers : {[Pragma, System.String[]], [Request-Context, System.String[]], [x-ms-correlation-request-id, System.String[]], [x-ms-client -request-id, System.String[]]...} Version : 1.1 StatusCode : 200 Method : DELETE Content : Deleting Data Collection Rules [ dcr-clt1-InvClientComputerOSInfoTest5V2_CL ] ... Please Wait ! Headers : {[Pragma, System.String[]], [Request-Context, System.String[]], [x-ms-correlation-request-id, System.String[]], [x-ms-client -request-id, System.String[]]...} Version : 1.1 StatusCode : 200 Method : DELETE Content : Deleting Data Collection Rules [ dcr-clt1-InvClientComputerOSInfoTESTV2_CL ] ... Please Wait ! Headers : {[Pragma, System.String[]], [Request-Context, System.String[]], [x-ms-correlation-request-id, System.String[]], [x-ms-client -request-id, System.String[]]...} Version : 1.1 StatusCode : 200 Method : DELETE Content : #> [CmdletBinding()] param( [Parameter(mandatory)] [string]$DcrNameLike, [Parameter()] [string]$AzAppId, [Parameter()] [string]$AzAppSecret, [Parameter()] [string]$TenantId ) #-------------------------------------------------------------------------- # Connection #-------------------------------------------------------------------------- $Headers = Get-AzAccessTokenManagement -AzAppId $AzAppId ` -AzAppSecret $AzAppSecret ` -TenantId $TenantId -Verbose:$Verbose #-------------------------------------------------------------------------- # Getting list of Azure Data Collection Rules using ARG #-------------------------------------------------------------------------- $DCR_Rules_All = @() $pageSize = 1000 $iteration = 0 $searchParams = @{ Query = "Resources ` | where type =~ 'microsoft.insights/datacollectionrules' " First = $pageSize } $results = do { $iteration += 1 $pageResults = Search-AzGraph -UseTenantScope @searchParams $searchParams.Skip += $pageResults.Count $DCR_Rules_All += $pageResults } while ($pageResults.Count -eq $pageSize) #-------------------------------------------------------------------------- # Building list of DCRs to delete #-------------------------------------------------------------------------- $DcrScope = $DCR_Rules_All | Where-Object { $_.name -like $DcrNameLike } #-------------------------------------------------------------------------- # Deleting DCRs #-------------------------------------------------------------------------- If ($DcrScope) { Write-host "Data Collection Rules deletions in scope:" $DcrScope.name $yes = New-Object System.Management.Automation.Host.ChoiceDescription "&Yes","Delete" $no = New-Object System.Management.Automation.Host.ChoiceDescription "&No","Cancel" $options = [System.Management.Automation.Host.ChoiceDescription[]]($yes, $no) $heading = "Delete Azure Data Collection Rules" $message = "Do you want to continue with the deletion of the shown data collection rules?" $Prompt = $host.ui.PromptForChoice($heading, $message, $options, 1) switch ($prompt) { 0 { ForEach ($DcrInfo in $DcrScope) { $DcrResourceId = $DcrInfo.id Write-host "Deleting Data Collection Rules [ $($DcrInfo.name) ] ... Please Wait !" Invoke-AzRestMethod -Path ("$DcrResourceId"+"?api-version=2022-06-01") -Method DELETE } } 1 { Write-Host "No" -ForegroundColor Red } } } } Function Delete-AzLogAnalyticsCustomLogTables { <# .SYNOPSIS Deletes the Azure Loganalytics defined in like-format, so you can fast clean-up for example after demo or testing .DESCRIPTION Used to delete many tables in one task .PARAMETER TableNameLike Here you can put in the table name(s) you wan to delete using like-format - sample *demo* .PARAMETER AzLogWorkspaceResourceId This is resource id of the Azure LogAnalytics workspace .PARAMETER AzAppId This is the Azure app id og an app with Contributor permissions in LogAnalytics + Resource Group for DCRs .PARAMETER AzAppSecret This is the secret of the Azure app .PARAMETER TenantId This is the Azure AD tenant id .INPUTS None. You cannot pipe objects .OUTPUTS Output of REST PUT command. Should be 200 for success .LINK https://github.com/KnudsenMorten/AzLogDcrIngestPS .EXAMPLE $verbose = $true $TenantId = "xxxxx" $LogIngestAppId = "xxxxx" $LogIngestAppSecret = "xxxxx" $LogAnalyticsWorkspaceResourceId = "/subscriptions/xxxxxx/resourceGroups/rg-logworkspaces/providers/Microsoft.OperationalInsights/workspaces/log-platform-management-client-demo1-p" # delete Azure LogAnalytics custom logs tables with name like - * can be used like *demo* Delete-AzLogAnalyticsCustomLogTables -TableNameLike "*test*" -AzLogWorkspaceResourceId $LogAnalyticsWorkspaceResourceId -verbose:$verbose # Output Getting list of tables in /subscriptions/fce4f282-fcc6-43fb-94d8-bf1701b862c3/resourceGroups/rg-logworkspaces/providers/Microsoft.OperationalInsights/workspaces/log -platform-management-client-demo1-p VERBOSE: GET with 0-byte payload VERBOSE: received 1562867-byte response of content type application/json; charset=utf-8 LogAnalytics Resource Id /subscriptions/fce4f282-fcc6-43fb-94d8-bf1701b862c3/resourceGroups/rg-logworkspaces/providers/Microsoft.OperationalInsights/workspaces/log -platform-management-client-demo1-p Table deletions in scope: InvClientComputerOSInfoTESTV2_CL InvClientComputerOSInfoTest3V2_CL InvClientComputerOSInfoTest4V2_CL InvClientComputerOSInfoTest5V2_CL Deleting LogAnalytics table [ InvClientComputerOSInfoTESTV2_CL ] ... Please Wait ! VERBOSE: DELETE with 0-byte payload VERBOSE: received 0-byte response of content type Deleting LogAnalytics table [ InvClientComputerOSInfoTest3V2_CL ] ... Please Wait ! VERBOSE: DELETE with 0-byte payload VERBOSE: received 0-byte response of content type Deleting LogAnalytics table [ InvClientComputerOSInfoTest4V2_CL ] ... Please Wait ! VERBOSE: DELETE with 0-byte payload VERBOSE: received 0-byte response of content type Deleting LogAnalytics table [ InvClientComputerOSInfoTest5V2_CL ] ... Please Wait ! VERBOSE: DELETE with 0-byte payload VERBOSE: received 0-byte response of content type #> [CmdletBinding()] param( [Parameter(mandatory)] [string]$TableNameLike, [Parameter(mandatory)] [string]$AzLogWorkspaceResourceId, [Parameter()] [string]$AzAppId, [Parameter()] [string]$AzAppSecret, [Parameter()] [string]$TenantId ) #-------------------------------------------------------------------------- # Connection #-------------------------------------------------------------------------- $Headers = Get-AzAccessTokenManagement -AzAppId $AzAppId ` -AzAppSecret $AzAppSecret ` -TenantId $TenantId -Verbose:$Verbose #-------------------------------------------------------------------------- # Getting list of Azure LogAnalytics tables #-------------------------------------------------------------------------- Write-host "Getting list of tables in " Write-host $AzLogWorkspaceResourceId # create/update table schema using REST $TableUrl = "https://management.azure.com" + $AzLogWorkspaceResourceId + "/tables?api-version=2021-12-01-preview" $TablesRaw = invoke-restmethod -UseBasicParsing -Uri $TableUrl -Method GET -Headers $Headers $Tables = $TablesRaw.value #-------------------------------------------------------------------------- # Building list of tables to delete #-------------------------------------------------------------------------- # custom Logs only $TablesScope = $Tables | where-object { $_.properties.schema.tableType -eq "CustomLog" } $TablesScope = $TablesScope | where-object { $_.properties.schema.name -like $TableNameLike } #-------------------------------------------------------------------------- # Deleting tables #-------------------------------------------------------------------------- If ($TablesScope) { Write-host "LogAnalytics Resource Id" Write-host $AzLogWorkspaceResourceId Write-host "" Write-host "Table deletions in scope:" $TablesScope.properties.schema.name $yes = New-Object System.Management.Automation.Host.ChoiceDescription "&Yes","Delete" $no = New-Object System.Management.Automation.Host.ChoiceDescription "&No","Cancel" $options = [System.Management.Automation.Host.ChoiceDescription[]]($yes, $no) $heading = "Delete Azure Loganalytics tables" $message = "Do you want to continue with the deletion of the shown tables?" $Prompt = $host.ui.PromptForChoice($heading, $message, $options, 1) switch ($prompt) { 0 { ForEach ($TableInfo in $TablesScope) { $Table = $TableInfo.properties.schema.name Write-host "Deleting LogAnalytics table [ $($Table) ] ... Please Wait !" $TableUrl = "https://management.azure.com" + $AzLogWorkspaceResourceId + "/tables/$($Table)?api-version=2021-12-01-preview" invoke-restmethod -UseBasicParsing -Uri $TableUrl -Method DELETE -Headers $Headers } } 1 { Write-Host "No" -ForegroundColor Red } } } } Function Filter-ObjectExcludeProperty { <# .SYNOPSIS Removes columns from the object which is considered "noice" and shouldn't be send to logs .DESCRIPTION Ensures that the log schema and data looks nice and clean .PARAMETER Data Object to modify .PARAMETER ExcludeProperty Array of columns to remove from the data object .INPUTS None. You cannot pipe objects .OUTPUTS Updated object .LINK https://github.com/KnudsenMorten/AzLogDcrIngestPS .EXAMPLE #------------------------------------------------------------------------------------------- # Variables #------------------------------------------------------------------------------------------- $Verbose = $true #------------------------------------------------------------------------------------------- # Collecting data (in) #------------------------------------------------------------------------------------------- $DNSName = (Get-CimInstance win32_computersystem).DNSHostName +"." + (Get-CimInstance win32_computersystem).Domain $ComputerName = (Get-CimInstance win32_computersystem).DNSHostName [datetime]$CollectionTime = ( Get-date ([datetime]::Now.ToUniversalTime()) -format "yyyy-MM-ddTHH:mm:ssK" ) $UserLoggedOnRaw = Get-Process -IncludeUserName -Name explorer | Select-Object UserName -Unique $UserLoggedOn = $UserLoggedOnRaw.UserName Write-Output "Get-Process is pretty slow .... take a cup coffee :-)" $DataVariable = Get-Process #------------------------------------------------------------------------------------------- # Preparing data structure #------------------------------------------------------------------------------------------- # convert CIM array to PSCustomObject and remove CIM class information $DataVariable = Convert-CimArrayToObjectFixStructure -data $DataVariable -Verbose:$Verbose # add CollectionTime to existing array $DataVariable = Add-CollectionTimeToAllEntriesInArray -Data $DataVariable -Verbose:$Verbose # add Computer & UserLoggedOn info to existing array $DataVariable = Add-ColumnDataToAllEntriesInArray -Data $DataVariable -Column1Name Computer -Column1Data $Env:ComputerName -Column2Name UserLoggedOn -Column2Data $UserLoggedOn -Verbose:$Verbose # we try to see the data in JSON format - and notice some columns, which we want to remote (noice) $DataVariable[0] | ConvertTo-Json # We remove unnecessary columns in schema (StartInfo, __NounName, Threads) for all records $DataVariable = Filter-ObjectExcludeProperty -Data $DataVariable -ExcludeProperty StartInfo, __NounName, Threads -Verbose:$Verbose # Now we can see, that data was removed - we have removed data, which aren't relevant $DataVariable[0] | ConvertTo-Json # Schema after changes - we see the 3 columns (StartInfo, __NounName, Threads) are gone Get-ObjectSchemaAsArray -Data $DataVariable -Verbose:$Verbose #------------------------------------------------------------------------------------------- # Output #------------------------------------------------------------------------------------------- name type ---- ---- BasePriority int CollectionTime datetime Company dynamic Computer string Container dynamic CPU dynamic Description dynamic EnableRaisingEvents boolean ExitCode dynamic ExitTime dynamic FileVersion dynamic Handle int HandleCount int Handles int HasExited boolean Id_ string MachineName string MainModule dynamic MainWindowHandle int MainWindowTitle string MaxWorkingSet int MinWorkingSet int Modules dynamic Name string NonpagedSystemMemorySize int NonpagedSystemMemorySize64 int NounName dynamic NPM int PagedMemorySize int PagedMemorySize64 int PagedSystemMemorySize int PagedSystemMemorySize64 int Path string PeakPagedMemorySize int PeakPagedMemorySize64 int PeakVirtualMemorySize int PeakVirtualMemorySize64 int PeakWorkingSet int PeakWorkingSet64 int PM int PriorityBoostEnabled boolean PriorityClass int PrivateMemorySize int PrivateMemorySize64 int PrivilegedProcessorTime dynamic ProcessName string ProcessorAffinity int Product dynamic ProductVersion dynamic Responding boolean SafeHandle dynamic SessionId int SI int Site dynamic StandardError dynamic StandardInput dynamic StandardOutput dynamic StartTime datetime SynchronizingObject dynamic TotalProcessorTime dynamic Type_ string UserLoggedOn string UserProcessorTime dynamic VirtualMemorySize int VirtualMemorySize64 int VM int WorkingSet int WorkingSet64 int WS int #> [CmdletBinding()] param( [Parameter(mandatory)] [Array]$Data, [Parameter(mandatory)] [array]$ExcludeProperty ) $Data = $Data | Select-Object * -ExcludeProperty $ExcludeProperty Return $Data } Function Get-AzAccessTokenManagement { <# .SYNOPSIS Get access token for connecting management.azure.com - used for REST API connectivity .DESCRIPTION Can be used under current connected user - or by Azure app connectivity with secret .PARAMETER AzAppId This is the Azure app id .PARAMETER AzAppSecret This is the secret of the Azure app .PARAMETER TenantId This is the Azure AD tenant id .INPUTS None. You cannot pipe objects .OUTPUTS JSON-header to use in invoke-webrequest -UseBasicParsing / invoke-restmethod -UseBasicParsing commands .LINK https://github.com/KnudsenMorten/AzLogDcrIngestPS .EXAMPLE # using App $Headers = Get-AzAccessTokenManagement -AzAppId $AzAppId ` -AzAppSecret $AzAppSecret ` -TenantId $TenantId -Verbose:$Verbose #------------------------------------------------------------------------------------------- # Output #------------------------------------------------------------------------------------------- $Headers Name Value ---- ----- Accept application/json Content-Type application/json Authorization Bearer xxxxxx # connect using currently logged on admin $Headers = Get-AzAccessTokenManagement #Output sample $Headers Name Value ---- ----- Accept application/json Content-Type application/json Authorization Bearer xxxxxx #> [CmdletBinding()] param( [Parameter()] [string]$AzAppId, [Parameter()] [string]$AzAppSecret, [Parameter()] [string]$TenantId ) If ( ($AzAppId) -and ($AzAppSecret) -and ($TenantId) ) { $AccessTokenUri = 'https://management.azure.com/' $oAuthUri = "https://login.microsoftonline.com/$($TenantId)/oauth2/token" $authBody = [Ordered] @{ resource = $AccessTokenUri client_id = $AzAppId client_secret = $AzAppSecret grant_type = 'client_credentials' } $authResponse = invoke-restmethod -UseBasicParsing -Method Post -Uri $oAuthUri -Body $authBody -ErrorAction Stop $token = $authResponse.access_token # Set the WebRequest headers $Headers = @{ 'Content-Type' = 'application/json' 'Accept' = 'application/json' 'Authorization' = "Bearer $token" } } Else { $AccessToken = Get-AzAccessToken -ResourceUrl https://management.azure.com/ -Verbose:$Verbose $Token = $AccessToken.Token $Headers = @{ 'Content-Type' = 'application/json' 'Accept' = 'application/json' 'Authorization' = "Bearer $token" } } Return [array]$Headers } Function Get-AzDataCollectionRuleTransformKql { <# .SYNOPSIS Gets the current tranformKql parameter on an existing DCR with the provided parameter .DESCRIPTION Used to see the current transformation on a data collection rule .PARAMETER $DcrResourceId This is the resource id of the data collection rule .PARAMETER AzAppId This is the Azure app id og an app with Contributor permissions in LogAnalytics + Resource Group for DCRs .PARAMETER AzAppSecret This is the secret of the Azure app .PARAMETER TenantId This is the Azure AD tenant id .INPUTS None. You cannot pipe objects .OUTPUTS Output of REST GET command. Should be 200 for success .LINK https://github.com/KnudsenMorten/AzLogDcrIngestPS .EXAMPLE #> [CmdletBinding()] param( [Parameter(mandatory)] [string]$DcrResourceId, [Parameter()] [string]$AzAppId, [Parameter()] [string]$AzAppSecret, [Parameter()] [string]$TenantId ) #-------------------------------------------------------------------------- # Connection #-------------------------------------------------------------------------- $Headers = Get-AzAccessTokenManagement -AzAppId $AzAppId ` -AzAppSecret $AzAppSecret ` -TenantId $TenantId -Verbose:$Verbose #-------------------------------------------------------------------------- # get existing DCR #-------------------------------------------------------------------------- $DcrUri = "https://management.azure.com" + $DcrResourceId + "?api-version=2022-06-01" $DCR = invoke-restmethod -UseBasicParsing -Uri $DcrUri -Method GET -Headers $Headers #-------------------------------------------------------------------------- # show object #-------------------------------------------------------------------------- ForEach ($DataFlow in $DCR.properties.dataFlows) { Write-Output $DataFlow.transformKql } } Function Get-AzDceListAll { <# .SYNOPSIS Builds list of all Data Collection Endpoints (DCEs), which can be retrieved by Azure using the RBAC context of the Log Ingestion App .DESCRIPTION Data is retrieved using Azure Resource Graph Result is saved in global-variable in Powershell Main reason for saving as global-variable is to optimize number of times to do lookup - due to throttling in Azure Resource Graph .PARAMETER AzAppId This is the Azure app id .PARAMETER AzAppSecret This is the secret of the Azure app .PARAMETER TenantId This is the Azure AD tenant id .INPUTS None. You cannot pipe objects .OUTPUTS Updated object with CollectionTime .LINK https://github.com/KnudsenMorten/AzLogDcrIngestPS .EXAMPLE #------------------------------------------------------------------------------------------- # Build data array #------------------------------------------------------------------------------------------- # building global variable with all DCEs, which can be viewed by Log Ingestion app $global:AzDceDetails = Get-AzDceListAll -AzAppId $LogIngestAppId -AzAppSecret $LogIngestAppSecret -TenantId $TenantId $global:AzDceDetails #------------------------------------------------------------------------------------------- # Output #------------------------------------------------------------------------------------------- id : /subscriptions/fce4f282-fcc6-43fb-94d8-bf1701b862c3/resourceGroups/rg-dce-log-platform-management-client-demo1-p/provi ders/Microsoft.Insights/dataCollectionEndpoints/dce-log-platform-management-client-demo1-p name : dce-log-platform-management-client-demo1-p type : microsoft.insights/datacollectionendpoints tenantId : f0fa27a0-8e7c-4f63-9a77-ec94786b7c9e kind : location : westeurope resourceGroup : rg-dce-log-platform-management-client-demo1-p subscriptionId : fce4f282-fcc6-43fb-94d8-bf1701b862c3 managedBy : sku : plan : properties : @{provisioningState=Succeeded; description=DCE for LogIngest to LogAnalytics log-platform-management-client-demo1-p; n etworkAcls=; immutableId=dce-7a8a2d176844444b9e89719b702dccec; configurationAccess=; logsIngestion=; metricsIngestion= } tags : identity : zones : extendedLocation : #> [CmdletBinding()] param( [Parameter()] [string]$AzAppId, [Parameter()] [string]$AzAppSecret, [Parameter()] [string]$TenantId ) Write-Verbose "" Write-Verbose "Getting Data Collection Endpoints from Azure Resource Graph .... Please Wait !" #-------------------------------------------------------------------------- # Connection #-------------------------------------------------------------------------- $Headers = Get-AzAccessTokenManagement -AzAppId $AzAppId ` -AzAppSecret $AzAppSecret ` -TenantId $TenantId -Verbose:$Verbose #-------------------------------------------------------------------------- # Get DCEs from Azure Resource Graph #-------------------------------------------------------------------------- $AzGraphQuery = @{ 'query' = 'Resources | where type =~ "microsoft.insights/datacollectionendpoints" ' } | ConvertTo-Json -Depth 20 $ResponseData = @() $AzGraphUri = "https://management.azure.com/providers/Microsoft.ResourceGraph/resources?api-version=2021-03-01" $ResponseRaw = invoke-webrequest -UseBasicParsing -Method POST -Uri $AzGraphUri -Headers $Headers -Body $AzGraphQuery $ResponseData += $ResponseRaw.content $ResponseNextLink = $ResponseRaw."@odata.nextLink" While ($ResponseNextLink -ne $null) { $ResponseRaw = invoke-webrequest -UseBasicParsing -Method POST -Uri $AzGraphUri -Headers $Headers -Body $AzGraphQuery $ResponseData += $ResponseRaw.content $ResponseNextLink = $ResponseRaw."@odata.nextLink" } $DataJson = $ResponseData | ConvertFrom-Json $Data = $DataJson.data Return $Data } Function Get-AzDcrDceDetails { <# .SYNOPSIS Retrieves information about data collection rules and data collection endpoints - using Azure Resource Graph .DESCRIPTION Used to retrieve information about data collection rules and data collection endpoints - using Azure Resource Graph Used by other functions which are looking for DCR/DCE by name .PARAMETER DcrName Here you can put in the DCR name you want to find .PARAMETER DceName Here you can put in the DCE name you want to find .PARAMETER AzAppId This is the Azure app id .PARAMETER AzAppSecret This is the secret of the Azure app .PARAMETER TenantId This is the Azure AD tenant id .INPUTS None. You cannot pipe objects .OUTPUTS Information about DCR/DCE .LINK https://github.com/KnudsenMorten/AzLogDcrIngestPS .EXAMPLE $verbose = $true $TenantId = "xxxxx" $LogIngestAppId = "xxxxx" $LogIngestAppSecret = "xxxxx" $DceName = "dce-log-platform-management-client-demo1-p" $LogAnalyticsWorkspaceResourceId = "/subscriptions/xxxxxx/resourceGroups/rg-logworkspaces/providers/Microsoft.OperationalInsights/workspaces/log-platform-management-client-demo1-p" $AzDcrPrefixClient = "clt1" $AzDcrSetLogIngestApiAppPermissionsDcrLevel = $false $AzDcrLogIngestServicePrincipalObjectId = "xxxxxx" #------------------------------------------------------------------------------------------- # Collecting data (in) #------------------------------------------------------------------------------------------- Write-Output "" Write-Output "Collecting OS information ... Please Wait !" $DataVariable = Get-CimInstance -ClassName Win32_OperatingSystem #------------------------------------------------------------------------------------------- # Preparing data structure #------------------------------------------------------------------------------------------- # convert CIM array to PSCustomObject and remove CIM class information $DataVariable = Convert-CimArrayToObjectFixStructure -data $DataVariable -Verbose:$Verbose # add CollectionTime to existing array $DataVariable = Add-CollectionTimeToAllEntriesInArray -Data $DataVariable -Verbose:$Verbose # add Computer & UserLoggedOn info to existing array $DataVariable = Add-ColumnDataToAllEntriesInArray -Data $DataVariable -Column1Name Computer -Column1Data $Env:ComputerName -Column2Name UserLoggedOn -Column2Data $UserLoggedOn # Validating/fixing schema data structure of source data $DataVariable = ValidateFix-AzLogAnalyticsTableSchemaColumnNames -Data $DataVariable -Verbose:$Verbose # Aligning data structure with schema (requirement for DCR) $DataVariable = Build-DataArrayToAlignWithSchema -Data $DataVariable -Verbose:$Verbose # We change the tablename to something - for example add TEST (InvClientComputerOSInfoTESTV2) - table doesn't exist $TableName = 'InvClientComputerOSInfoTESTV2' # must not contain _CL $DcrName = "dcr-" + $AzDcrPrefixClient + "-" + $TableName + "_CL" $Schema = Get-ObjectSchemaAsArray -Data $DataVariable $StructureCheck = Get-AzLogAnalyticsTableAzDataCollectionRuleStatus -AzLogWorkspaceResourceId $LogAnalyticsWorkspaceResourceId -TableName $TableName -DcrName $DcrName -SchemaSourceObject $Schema ` -AzAppId $AzAppId -AzAppSecret $AzAppSecret -TenantId $TenantId -Verbose:$Verbose # build schema to be used for DCR $Schema = Get-ObjectSchemaAsHash -Data $DataVariable -ReturnType DCR $StructureCheck = Get-AzLogAnalyticsTableAzDataCollectionRuleStatus -AzLogWorkspaceResourceId $LogAnalyticsWorkspaceResourceId -TableName $TableName -DcrName $DcrName -SchemaSourceObject $Schema ` -AzAppId $LogIngestAppId -AzAppSecret $LogIngestAppSecret -TenantId $TenantId -Verbose:$Verbose $AzDcrDceDetails = Get-AzDcrDceDetails -DcrName $DcrName -DceName $DceName ` -AzAppId $LogIngestAppId -AzAppSecret $AzAppSecret -TenantId $TenantId -Verbose:$Verbose # required information is returned in the stream as variables $AzDcrDceDetails[0], $AzDcrDceDetails[1], etc $AzDcrDceDetails #------------------------------------------------------------------------------------------- # Output #------------------------------------------------------------------------------------------- /subscriptions/fce4f282-fcc6-43fb-94d8-bf1701b862c3/resourceGroups/rg-dce-log-platform-management-client-demo1-p/providers/Microsoft.Insig hts/dataCollectionEndpoints/dce-log-platform-management-client-demo1-p westeurope https://dce-log-platform-management-client-demo1-p-c5hl.westeurope-1.ingest.monitor.azure.com dce-7a8a2d176844444b9e89719b702dccec /subscriptions/fce4f282-fcc6-43fb-94d8-bf1701b862c3/resourceGroups/rg-dcr-log-platform-management-client-demo1-p/providers/microsoft.insig hts/dataCollectionRules/dcr-clt1-InvClientComputerOSInfoTESTV2_CL westeurope dcr-0189d991f81f43efbcfb6fc520541452 Custom-InvClientComputerOSInfoTESTV2_CL log-platform-management-client-demo1-p e74ca75a-c0e6-4933-a4f7-e5ae943fe4ac /subscriptions/fce4f282-fcc6-43fb-94d8-bf1701b862c3/resourceGroups/rg-logworkspaces/providers/Microsoft.OperationalInsights/workspaces/log -platform-management-client-demo1-p source | extend TimeGenerated = now() #> [CmdletBinding()] param( [Parameter()] [string]$DceName, [Parameter()] [string]$DcrName, [Parameter()] [string]$AzAppId, [Parameter()] [string]$AzAppSecret, [Parameter()] [string]$TenantId ) #-------------------------------------------------------------------------- # Connection #-------------------------------------------------------------------------- $Headers = Get-AzAccessTokenManagement -AzAppId $AzAppId ` -AzAppSecret $AzAppSecret ` -TenantId $TenantId -Verbose:$Verbose #-------------------------------------------------------------------------- # Get DCEs from Azure Resource Graph #-------------------------------------------------------------------------- If ($DceName) { If ($global:AzDceDetails) # global variables was defined. Used to mitigate throttling in Azure Resource Graph (free service) { # Retrieve DCE in scope $DceInfo = $global:AzDceDetails | Where-Object { $_.name -eq $DceName } If (!($DceInfo)) { # record not found - rebuild list and try again Write-Output "DCE name was not found in index ... fallback to Azure Resource Graph query !" $AzGraphQuery = @{ 'query' = 'Resources | where type =~ "microsoft.insights/datacollectionendpoints" ' } | ConvertTo-Json -Depth 20 $ResponseData = @() $AzGraphUri = "https://management.azure.com/providers/Microsoft.ResourceGraph/resources?api-version=2021-03-01" $ResponseRaw = invoke-webrequest -UseBasicParsing -Method POST -Uri $AzGraphUri -Headers $Headers -Body $AzGraphQuery $ResponseData += $ResponseRaw.content $ResponseNextLink = $ResponseRaw."@odata.nextLink" While ($ResponseNextLink -ne $null) { $ResponseRaw = invoke-webrequest -UseBasicParsing -Method POST -Uri $AzGraphUri -Headers $Headers -Body $AzGraphQuery $ResponseData += $ResponseRaw.content $ResponseNextLink = $ResponseRaw."@odata.nextLink" } $DataJson = $ResponseData | ConvertFrom-Json $Data = $DataJson.data # Retrieve DCE in scope $DceInfo = $Data | Where-Object { $_.name -eq $DceName } If (!($DceInfo)) { Write-Output "Could not find DCE with name [ $($DceName) ]" } } } Else { $AzGraphQuery = @{ 'query' = 'Resources | where type =~ "microsoft.insights/datacollectionendpoints" ' } | ConvertTo-Json -Depth 20 $ResponseData = @() $AzGraphUri = "https://management.azure.com/providers/Microsoft.ResourceGraph/resources?api-version=2021-03-01" $ResponseRaw = invoke-webrequest -UseBasicParsing -Method POST -Uri $AzGraphUri -Headers $Headers -Body $AzGraphQuery $ResponseData += $ResponseRaw.content $ResponseNextLink = $ResponseRaw."@odata.nextLink" While ($ResponseNextLink -ne $null) { $ResponseRaw = invoke-webrequest -UseBasicParsing -Method POST -Uri $AzGraphUri -Headers $Headers -Body $AzGraphQuery $ResponseData += $ResponseRaw.content $ResponseNextLink = $ResponseRaw."@odata.nextLink" } $DataJson = $ResponseData | ConvertFrom-Json $Data = $DataJson.data # Retrieve DCE in scope $DceInfo = $Data | Where-Object { $_.name -eq $DceName } If (!($DceInfo)) { Write-Output "Could not find DCE with name [ $($DceName) ]" } } } #-------------------------------------------------------------------------- # Get DCRs from Azure Resource Graph #-------------------------------------------------------------------------- If ($DcrName) { If ($global:AzDcrDetails) # global variables was defined. Used to mitigate throttling in Azure Resource Graph (free service) { # Retrieve DCE in scope $DcrInfo = $global:AzDcrDetails | Where-Object { $_.name -eq $DcrName } If (!($DcrInfo)) { Write-Output "DCR name was not found in index ... fallback to Azure Resource Graph query !" $AzGraphQuery = @{ 'query' = 'Resources | where type =~ "microsoft.insights/datacollectionendpoints" ' } | ConvertTo-Json -Depth 20 $ResponseData = @() $AzGraphUri = "https://management.azure.com/providers/Microsoft.ResourceGraph/resources?api-version=2021-03-01" $ResponseRaw = invoke-webrequest -UseBasicParsing -Method POST -Uri $AzGraphUri -Headers $Headers -Body $AzGraphQuery $ResponseData += $ResponseRaw.content $ResponseNextLink = $ResponseRaw."@odata.nextLink" While ($ResponseNextLink -ne $null) { $ResponseRaw = invoke-webrequest -UseBasicParsing -Method POST -Uri $AzGraphUri -Headers $Headers -Body $AzGraphQuery $ResponseData += $ResponseRaw.content $ResponseNextLink = $ResponseRaw."@odata.nextLink" } $DataJson = $ResponseData | ConvertFrom-Json $Data = $DataJson.data $DcrInfo = $Data | Where-Object { $_.name -eq $DcrName } If (!($DcrInfo)) { Write-Output "Could not find DCR with name [ $($DcrName) ]" } } } Else { $AzGraphQuery = @{ 'query' = 'Resources | where type =~ "microsoft.insights/datacollectionrules" ' } | ConvertTo-Json -Depth 20 $ResponseData = @() $AzGraphUri = "https://management.azure.com/providers/Microsoft.ResourceGraph/resources?api-version=2021-03-01" $ResponseRaw = invoke-webrequest -UseBasicParsing -Method POST -Uri $AzGraphUri -Headers $Headers -Body $AzGraphQuery $ResponseData += $ResponseRaw.content $ResponseNextLink = $ResponseRaw."@odata.nextLink" While ($ResponseNextLink -ne $null) { $ResponseRaw = invoke-webrequest -UseBasicParsing -Method POST -Uri $AzGraphUri -Headers $Headers -Body $AzGraphQuery $ResponseData += $ResponseRaw.content $ResponseNextLink = $ResponseRaw."@odata.nextLink" } $DataJson = $ResponseData | ConvertFrom-Json $Data = $DataJson.data $DcrInfo = $Data | Where-Object { $_.name -eq $DcrName } If (!($DcrInfo)) { Write-Output "Could not find DCR with name [ $($DcrName) ]" } } } #-------------------------------------------------------------------------- # values #-------------------------------------------------------------------------- If ( ($DceName) -and ($DceInfo) ) { $DceResourceId = $DceInfo.id $DceLocation = $DceInfo.location $DceURI = $DceInfo.properties.logsIngestion.endpoint $DceImmutableId = $DceInfo.properties.immutableId # return / output $DceResourceId $DceLocation $DceURI $DceImmutableId } If ( ($DcrName) -and ($DcrInfo) ) { $DcrResourceId = $DcrInfo.id $DcrLocation = $DcrInfo.location $DcrImmutableId = $DcrInfo.properties.immutableId $DcrStream = $DcrInfo.properties.dataflows.outputStream $DcrDestinationsLogAnalyticsWorkSpaceName = $DcrInfo.properties.destinations.logAnalytics.name $DcrDestinationsLogAnalyticsWorkSpaceId = $DcrInfo.properties.destinations.logAnalytics.workspaceId $DcrDestinationsLogAnalyticsWorkSpaceResourceId = $DcrInfo.properties.destinations.logAnalytics.workspaceResourceId $DcrTransformKql = $DcrInfo.properties.dataFlows[0].transformKql # return / output $DcrResourceId $DcrLocation $DcrImmutableId $DcrStream $DcrDestinationsLogAnalyticsWorkSpaceName $DcrDestinationsLogAnalyticsWorkSpaceId $DcrDestinationsLogAnalyticsWorkSpaceResourceId $DcrTransformKql } return } Function Get-AzDcrListAll { <# .SYNOPSIS Builds list of all Data Collection Rules (DCRs), which can be retrieved by Azure using the RBAC context of the Log Ingestion App .DESCRIPTION Data is retrieved using Azure Resource Graph Result is saved in global-variable in Powershell Main reason for saving as global-variable is to optimize number of times to do lookup - due to throttling in Azure Resource Graph .PARAMETER AzAppId This is the Azure app id .PARAMETER AzAppSecret This is the secret of the Azure app .PARAMETER TenantId This is the Azure AD tenant id .INPUTS None. You cannot pipe objects .OUTPUTS Updated object with CollectionTime .LINK https://github.com/KnudsenMorten/AzLogDcrIngestPS .EXAMPLE #------------------------------------------------------------------------------------------- # Build data array #------------------------------------------------------------------------------------------- # building global variable with all DCRs, which can be viewed by Log Ingestion app $global:AzDcrDetails = Get-AzDcrListAll -AzAppId $LogIngestAppId -AzAppSecret $LogIngestAppSecret -TenantId $TenantId $global:AzDcrDetails #------------------------------------------------------------------------------------------- # Output #------------------------------------------------------------------------------------------- id : /subscriptions/fce4f282-fcc6-43fb-94d8-bf1701b862c3/resourceGroups/rg-dcr-log-platform-management-client-demo1-p/provi ders/microsoft.insights/dataCollectionRules/dcr-clt1-InvClientWindowsUpdateLastInstallationsV2_CL name : dcr-clt1-InvClientWindowsUpdateLastInstallationsV2_CL type : microsoft.insights/datacollectionrules tenantId : f0fa27a0-8e7c-4f63-9a77-ec94786b7c9e kind : location : westeurope resourceGroup : rg-dcr-log-platform-management-client-demo1-p subscriptionId : fce4f282-fcc6-43fb-94d8-bf1701b862c3 managedBy : sku : plan : properties : @{provisioningState=Succeeded; destinations=; immutableId=dcr-536e17acf300416a87ec3e48408c5c51; dataFlows=System.Objec t[]; dataCollectionEndpointId=/subscriptions/fce4f282-fcc6-43fb-94d8-bf1701b862c3/resourceGroups/rg-dce-log-platform-m anagement-client-demo1-p/providers/Microsoft.Insights/dataCollectionEndpoints/dce-log-platform-management-client-demo1 -p; streamDeclarations=} tags : identity : zones : extendedLocation : id : /subscriptions/fce4f282-fcc6-43fb-94d8-bf1701b862c3/resourceGroups/rg-dcr-log-platform-management-client-demo1-p/provi ders/microsoft.insights/dataCollectionRules/dcr-clt1-InvClientWindowsUpdateLastResultsV2_CL name : dcr-clt1-InvClientWindowsUpdateLastResultsV2_CL type : microsoft.insights/datacollectionrules tenantId : f0fa27a0-8e7c-4f63-9a77-ec94786b7c9e kind : location : westeurope resourceGroup : rg-dcr-log-platform-management-client-demo1-p subscriptionId : fce4f282-fcc6-43fb-94d8-bf1701b862c3 managedBy : sku : plan : properties : @{provisioningState=Succeeded; destinations=; immutableId=dcr-70fc262b839c41b4a3b1bd83b9f6d323; dataFlows=System.Objec t[]; dataCollectionEndpointId=/subscriptions/fce4f282-fcc6-43fb-94d8-bf1701b862c3/resourceGroups/rg-dce-log-platform-m anagement-client-demo1-p/providers/Microsoft.Insights/dataCollectionEndpoints/dce-log-platform-management-client-demo1 -p; streamDeclarations=} tags : identity : zones : extendedLocation : id : /subscriptions/fce4f282-fcc6-43fb-94d8-bf1701b862c3/resourceGroups/rg-dcr-log-platform-management-client-demo1-p/provi ders/microsoft.insights/dataCollectionRules/dcr-clt1-InvClientWindowsUpdatePendingUpdatesV2_CL name : dcr-clt1-InvClientWindowsUpdatePendingUpdatesV2_CL type : microsoft.insights/datacollectionrules tenantId : f0fa27a0-8e7c-4f63-9a77-ec94786b7c9e kind : location : westeurope resourceGroup : rg-dcr-log-platform-management-client-demo1-p subscriptionId : fce4f282-fcc6-43fb-94d8-bf1701b862c3 managedBy : sku : plan : properties : @{provisioningState=Succeeded; destinations=; immutableId=dcr-a08cb890c5f14bb9af47fe76af051f82; dataFlows=System.Objec t[]; dataCollectionEndpointId=/subscriptions/fce4f282-fcc6-43fb-94d8-bf1701b862c3/resourceGroups/rg-dce-log-platform-m anagement-client-demo1-p/providers/Microsoft.Insights/dataCollectionEndpoints/dce-log-platform-management-client-demo1 -p; streamDeclarations=} tags : identity : zones : extendedLocation : #> [CmdletBinding()] param( [Parameter()] [string]$AzAppId, [Parameter()] [string]$AzAppSecret, [Parameter()] [string]$TenantId ) Write-Verbose "" Write-Verbose "Getting Data Collection Rules from Azure Resource Graph .... Please Wait !" #-------------------------------------------------------------------------- # Connection #-------------------------------------------------------------------------- $Headers = Get-AzAccessTokenManagement -AzAppId $AzAppId ` -AzAppSecret $AzAppSecret ` -TenantId $TenantId -Verbose:$Verbose #-------------------------------------------------------------------------- # Get DCRs from Azure Resource Graph #-------------------------------------------------------------------------- $AzGraphQuery = @{ 'query' = 'Resources | where type =~ "microsoft.insights/datacollectionrules" ' } | ConvertTo-Json -Depth 20 $ResponseData = @() $AzGraphUri = "https://management.azure.com/providers/Microsoft.ResourceGraph/resources?api-version=2021-03-01" $ResponseRaw = invoke-webrequest -UseBasicParsing -Method POST -Uri $AzGraphUri -Headers $Headers -Body $AzGraphQuery $ResponseData += $ResponseRaw.content $ResponseNextLink = $ResponseRaw."@odata.nextLink" While ($ResponseNextLink -ne $null) { $ResponseRaw = invoke-webrequest -UseBasicParsing -Method POST -Uri $AzGraphUri -Headers $Headers -Body $AzGraphQuery $ResponseData += $ResponseRaw.content $ResponseNextLink = $ResponseRaw."@odata.nextLink" } $DataJson = $ResponseData | ConvertFrom-Json $Data = $DataJson.data Return $Data } Function Get-AzLogAnalyticsTableAzDataCollectionRuleStatus { <# .SYNOPSIS Get status about Azure Loganalytics tables and Data Collection Rule. .DESCRIPTION Used to detect if table/DCR must be create/updated - or it is valid to send in data .PARAMETER DcrName Specifies the DCR name .PARAMETER Tablename Specifies the table name in LogAnalytics .PARAMETER SchemaSourceObject This is the schema in hash table format coming from the source object .PARAMETER AzLogWorkspaceResourceId This is the Loganaytics Resource Id .PARAMETER AzAppId This is the Azure app id .PARAMETER AzAppSecret This is the secret of the Azure app .PARAMETER TenantId This is the Azure AD tenant id .PARAMETER Data This is the data array .INPUTS None. You cannot pipe objects .OUTPUTS TRUE means existing environment must be updated - or table/DCR must be created FALSE means everything is ok including schema - next step is to post data .LINK https://github.com/KnudsenMorten/AzLogDcrIngestPS .EXAMPLE #------------------------------------------------------------------------------------------- # Variables #------------------------------------------------------------------------------------------- $verbose = $true $TableName = 'InvClientComputerOSInfoV2' # must not contain _CL $DcrName = "dcr-" + $AzDcrPrefixClient + "-" + $TableName + "_CL" $TenantId = "xxxxx" $LogIngestAppId = "xxxxx" $LogIngestAppSecret = "xxxxx" $DceName = "dce-log-platform-management-client-demo1-p" $LogAnalyticsWorkspaceResourceId = "/subscriptions/xxxxxx/resourceGroups/rg-logworkspaces/providers/Microsoft.OperationalInsights/workspaces/log-platform-management-client-demo1-p" $AzDcrPrefixClient = "clt1" $TableName = 'InvClientComputerOSInfoV2' # must not contain _CL $DcrName = "dcr-" + $AzDcrPrefixClient + "-" + $TableName + "_CL" #------------------------------------------------------------------------------------------- # Collecting data (in) #------------------------------------------------------------------------------------------- Write-Output "" Write-Output "Collecting OS information ... Please Wait !" $DataVariable = Get-CimInstance -ClassName Win32_OperatingSystem #------------------------------------------------------------------------------------------- # Preparing data structure #------------------------------------------------------------------------------------------- # convert CIM array to PSCustomObject and remove CIM class information $DataVariable = Convert-CimArrayToObjectFixStructure -data $DataVariable -Verbose:$Verbose # add CollectionTime to existing array $DataVariable = Add-CollectionTimeToAllEntriesInArray -Data $DataVariable -Verbose:$Verbose # add Computer & UserLoggedOn info to existing array $DataVariable = Add-ColumnDataToAllEntriesInArray -Data $DataVariable -Column1Name Computer -Column1Data $Env:ComputerName -Column2Name UserLoggedOn -Column2Data $UserLoggedOn # Validating/fixing schema data structure of source data $DataVariable = ValidateFix-AzLogAnalyticsTableSchemaColumnNames -Data $DataVariable -Verbose:$Verbose # Aligning data structure with schema (requirement for DCR) $DataVariable = Build-DataArrayToAlignWithSchema -Data $DataVariable -Verbose:$Verbose $Schema = Get-ObjectSchemaAsArray -Data $DataVariable $StructureCheck = Get-AzLogAnalyticsTableAzDataCollectionRuleStatus -AzLogWorkspaceResourceId $LogAnalyticsWorkspaceResourceId -TableName $TableName -DcrName $DcrName -SchemaSourceObject $Schema ` -AzAppId $LogIngestAppId -AzAppSecret $LogIngestAppSecret -TenantId $TenantId -Verbose:$Verbose $StructureCheck #------------------------------------------------------------------------------------------- # Output #------------------------------------------------------------------------------------------- VERBOSE: Converting CIM array to Object & removing CIM class data in array .... please wait ! VERBOSE: Adding CollectionTime to all entries in array .... please wait ! VERBOSE: Validating schema structure of source data ... Please Wait ! VERBOSE: SUCCESS - No issues found in schema structure VERBOSE: Aligning source object structure with schema ... Please Wait ! VERBOSE: Checking LogAnalytics table and Data Collection Rule configuration .... Please Wait ! VERBOSE: GET with 0-byte payload VERBOSE: received 7749-byte response of content type application/json; charset=utf-8 VERBOSE: Success - Schema & DCR structure is OK $False #> [CmdletBinding()] param( [Parameter(mandatory)] [string]$AzLogWorkspaceResourceId, [Parameter(mandatory)] [string]$TableName, [Parameter(mandatory)] [string]$DcrName, [Parameter(mandatory)] [array]$SchemaSourceObject, [Parameter()] [string]$AzAppId, [Parameter()] [string]$AzAppSecret, [Parameter()] [string]$TenantId ) Write-Verbose " Checking LogAnalytics table and Data Collection Rule configuration .... Please Wait !" # by default ($false) $AzDcrDceTableCustomLogCreateUpdate = $false # $True/$False - typically used when updates to schema detected #-------------------------------------------------------------------------- # Connection #-------------------------------------------------------------------------- $Headers = Get-AzAccessTokenManagement -AzAppId $AzAppId ` -AzAppSecret $AzAppSecret ` -TenantId $TenantId -Verbose:$Verbose #-------------------------------------------------------------------------- # Check if Azure LogAnalytics Table exist #-------------------------------------------------------------------------- $TableUrl = "https://management.azure.com" + $AzLogWorkspaceResourceId + "/tables/$($TableName)_CL?api-version=2021-12-01-preview" $TableStatus = Try { invoke-restmethod -UseBasicParsing -Uri $TableUrl -Method GET -Headers $Headers } Catch { Write-Verbose " LogAnalytics table wasn't found !" # initial setup - force to auto-create structure $AzDcrDceTableCustomLogCreateUpdate = $true # $True/$False - typically used when updates to schema detected } #-------------------------------------------------------------------------- # Compare schema between source object schema and Azure LogAnalytics Table #-------------------------------------------------------------------------- If ($TableStatus) { $CurrentTableSchema = $TableStatus.properties.schema.columns # Checking number of objects in schema $CurrentTableSchemaCount = $CurrentTableSchema.count $SchemaSourceObjectCount = ($SchemaSourceObject.count) + 1 # add 1 because TimeGenerated will automatically be added If ($SchemaSourceObjectCount -gt $CurrentTableSchemaCount) { Write-Verbose " Schema mismatch - Schema source object contains more properties than defined in current schema" $AzDcrDceTableCustomLogCreateUpdate = $true # $True/$False - typically used when updates to schema detected } # Verify LogAnalytics table schema matches source object ($SchemaSourceObject) - otherwise set flag to update schema in LA/DCR ForEach ($Entry in $SchemaSourceObject) { $ChkSchema = $CurrentTableSchema | Where-Object { ($_.name -eq $Entry.name) -and ($_.type -eq $Entry.type) } If ($ChkSchema -eq $null) { Write-Verbose " Schema mismatch - property missing or different type (name: $($Entry.name), type: $($Entry.type))" # Set flag to update schema $AzDcrDceTableCustomLogCreateUpdate = $true # $True/$False - typically used when updates to schema detected } } } #-------------------------------------------------------------------------- # Check if Azure Data Collection Rule exist #-------------------------------------------------------------------------- # Check in global variable $DcrInfo = $global:AzDcrDetails | Where-Object { $_.name -eq $DcrName } If (!($DcrInfo)) { Write-Verbose " DCR was not found [ $($DcrName) ]" # initial setup - force to auto-create structure $AzDcrDceTableCustomLogCreateUpdate = $true # $True/$False - typically used when updates to schema detected } If ($AzDcrDceTableCustomLogCreateUpdate -eq $false) { Write-Verbose " Success - Schema & DCR structure is OK" } Return $AzDcrDceTableCustomLogCreateUpdate } Function Get-ObjectSchemaAsArray { <# .SYNOPSIS Gets the schema of the object as array with column-names and their type (strin, boolean, dynamic, etc.) .DESCRIPTION Used to validate the data structure - and give insight of any potential data manipulation .PARAMETER Data Object to modify .INPUTS None. You cannot pipe objects .OUTPUTS Updated object with CollectionTime .LINK https://github.com/KnudsenMorten/AzLogDcrIngestPS .EXAMPLE $verbose = $true $TenantId = "xxxxx" $LogIngestAppId = "xxxxx" $LogIngestAppSecret = "xxxxx" $TableName = 'InvClientComputerOSInfoV2' # must not contain _CL $DcrName = "dcr-" + $AzDcrPrefixClient + "-" + $TableName + "_CL" $DceName = "dce-log-platform-management-client-demo1-p" $LogAnalyticsWorkspaceResourceId = "/subscriptions/xxxxxx/resourceGroups/rg-logworkspaces/providers/Microsoft.OperationalInsights/workspaces/log-platform-management-client-demo1-p" $AzDcrPrefixClient = "clt1" $AzDcrSetLogIngestApiAppPermissionsDcrLevel = $false $AzDcrLogIngestServicePrincipalObjectId = "xxxxxx" #------------------------------------------------------------------------------------------- # Collecting data (in) #------------------------------------------------------------------------------------------- Write-Output "" Write-Output "Collecting OS information ... Please Wait !" $DataVariable = Get-CimInstance -ClassName Win32_OperatingSystem #------------------------------------------------------------------------------------------- # Preparing data structure #------------------------------------------------------------------------------------------- # convert CIM array to PSCustomObject and remove CIM class information $DataVariable = Convert-CimArrayToObjectFixStructure -data $DataVariable -Verbose:$Verbose # add CollectionTime to existing array $DataVariable = Add-CollectionTimeToAllEntriesInArray -Data $DataVariable -Verbose:$Verbose # add Computer & UserLoggedOn info to existing array $DataVariable = Add-ColumnDataToAllEntriesInArray -Data $DataVariable -Column1Name Computer -Column1Data $Env:ComputerName -Column2Name UserLoggedOn -Column2Data $UserLoggedOn # Validating/fixing schema data structure of source data $DataVariable = ValidateFix-AzLogAnalyticsTableSchemaColumnNames -Data $DataVariable -Verbose:$Verbose # Aligning data structure with schema (requirement for DCR) $DataVariable = Build-DataArrayToAlignWithSchema -Data $DataVariable -Verbose:$Verbose $Schema = Get-ObjectSchemaAsArray -Data $DataVariable $Schema #------------------------------------------------------------------------------------------- # Output #------------------------------------------------------------------------------------------- name type ---- ---- BootDevice string BuildNumber string BuildType string Caption string CodeSet string CollectionTime datetime Computer string CountryCode string CreationClassName string CSCreationClassName string CSDVersion dynamic CSName string CurrentTimeZone int DataExecutionPrevention_32BitApplications boolean DataExecutionPrevention_Available boolean DataExecutionPrevention_Drivers boolean DataExecutionPrevention_SupportPolicy int Debug boolean Description string Distributed boolean EncryptionLevel int ForegroundApplicationBoost int FreePhysicalMemory int FreeSpaceInPagingFiles int FreeVirtualMemory int InstallDate datetime LargeSystemCache dynamic LastBootUpTime datetime LocalDateTime datetime Locale string Manufacturer string MaxNumberOfProcesses long MaxProcessMemorySize long MUILanguages dynamic Name string NumberOfLicensedUsers int NumberOfProcesses int NumberOfUsers int OperatingSystemSKU int Organization dynamic OSArchitecture string OSLanguage int OSProductSuite int OSType int OtherTypeDescription dynamic PAEEnabled dynamic PlusProductID dynamic PlusVersionNumber dynamic PortableOperatingSystem boolean Primary boolean ProductType int PSComputerName dynamic RegisteredUser string SerialNumber string ServicePackMajorVersion int ServicePackMinorVersion int SizeStoredInPagingFiles int Status string SuiteMask int SystemDevice string SystemDirectory string SystemDrive string TotalSwapSpaceSize dynamic TotalVirtualMemorySize int TotalVisibleMemorySize int UserLoggedOn string Version string WindowsDirectory string #> [CmdletBinding()] param( [Parameter(mandatory)] [Array]$Data, [Parameter()] [ValidateSet("Table", "DCR")] [string[]]$ReturnType ) $SchemaArrayLogAnalyticsTableFormat = @() $SchemaArrayDcrFormat = @() $SchemaArrayLogAnalyticsTableFormatHash = @() $SchemaArrayDcrFormatHash = @() # Requirement - Add TimeGenerated to array $SchemaArrayLogAnalyticsTableFormatHash += @{ name = "TimeGenerated" type = "datetime" description = "" } $SchemaArrayLogAnalyticsTableFormat += [PSCustomObject]@{ name = "TimeGenerated" type = "datetime" description = "" } # Loop source object and build hash for table schema ForEach ($Entry in $Data) { $ObjColumns = $Entry | ConvertTo-Json -Depth 100 | ConvertFrom-Json | Get-Member -MemberType NoteProperty ForEach ($Column in $ObjColumns) { $ObjDefinitionStr = $Column.Definition If ($ObjDefinitionStr -like "int*") { $ObjType = "int" } ElseIf ($ObjDefinitionStr -like "real*") { $ObjType = "int" } ElseIf ($ObjDefinitionStr -like "long*") { $ObjType = "long" } ElseIf ($ObjDefinitionStr -like "guid*") { $ObjType = "dynamic" } ElseIf ($ObjDefinitionStr -like "string*") { $ObjType = "string" } ElseIf ($ObjDefinitionStr -like "datetime*") { $ObjType = "datetime" } ElseIf ($ObjDefinitionStr -like "bool*") { $ObjType = "boolean" } ElseIf ($ObjDefinitionStr -like "object*") { $ObjType = "dynamic" } ElseIf ($ObjDefinitionStr -like "System.Management.Automation.PSCustomObject*") { $ObjType = "dynamic" } # build for array check $SchemaLogAnalyticsTableFormatObjHash = @{ name = $Column.Name type = $ObjType description = "" } $SchemaLogAnalyticsTableFormatObj = [PSCustomObject]@{ name = $Column.Name type = $ObjType description = "" } $SchemaDcrFormatObjHash = @{ name = $Column.Name type = $ObjType } $SchemaDcrFormatObj = [PSCustomObject]@{ name = $Column.Name type = $ObjType } If ($Column.Name -notin $SchemaArrayLogAnalyticsTableFormat.name) { $SchemaArrayLogAnalyticsTableFormat += $SchemaLogAnalyticsTableFormatObj $SchemaArrayDcrFormat += $SchemaDcrFormatObj $SchemaArrayLogAnalyticsTableFormatHash += $SchemaLogAnalyticsTableFormatObjHash $SchemaArrayDcrFormatHash += $SchemaDcrFormatObjHash } } } If ($ReturnType -eq "Table") { # Return schema format for LogAnalytics table Return $SchemaArrayLogAnalyticsTableFormat } ElseIf ($ReturnType -eq "DCR") { # Return schema format for DCR Return $SchemaArrayDcrFormat } Else { # Return schema format for DCR Return $SchemaArrayDcrFormat } } Function Get-ObjectSchemaAsHash { <# .SYNOPSIS Gets the schema of the object as hash table with column-names and their type (strin, boolean, dynamic, etc.) .DESCRIPTION Used to validate the data structure - and give insight of any potential data manipulation Support to return in both LogAnalytics table-format and DCR-format .PARAMETER Data Object to modify .PARAMETER ReturnType Object to modify .INPUTS None. You cannot pipe objects .OUTPUTS Updated object with CollectionTime .LINK https://github.com/KnudsenMorten/AzLogDcrIngestPS .EXAMPLE $verbose = $true $TenantId = "xxxxx" $LogIngestAppId = "xxxxx" $LogIngestAppSecret = "xxxxx" $TableName = 'InvClientComputerOSInfoV2' # must not contain _CL $DcrName = "dcr-" + $AzDcrPrefixClient + "-" + $TableName + "_CL" $DceName = "dce-log-platform-management-client-demo1-p" $LogAnalyticsWorkspaceResourceId = "/subscriptions/xxxxxx/resourceGroups/rg-logworkspaces/providers/Microsoft.OperationalInsights/workspaces/log-platform-management-client-demo1-p" $AzDcrPrefixClient = "clt1" $AzDcrSetLogIngestApiAppPermissionsDcrLevel = $false $AzDcrLogIngestServicePrincipalObjectId = "xxxxxx" #------------------------------------------------------------------------------------------- # Collecting data (in) #------------------------------------------------------------------------------------------- Write-Output "" Write-Output "Collecting OS information ... Please Wait !" $DataVariable = Get-CimInstance -ClassName Win32_OperatingSystem #------------------------------------------------------------------------------------------- # Preparing data structure #------------------------------------------------------------------------------------------- # convert CIM array to PSCustomObject and remove CIM class information $DataVariable = Convert-CimArrayToObjectFixStructure -data $DataVariable -Verbose:$Verbose # add CollectionTime to existing array $DataVariable = Add-CollectionTimeToAllEntriesInArray -Data $DataVariable -Verbose:$Verbose # add Computer & UserLoggedOn info to existing array $DataVariable = Add-ColumnDataToAllEntriesInArray -Data $DataVariable -Column1Name Computer -Column1Data $Env:ComputerName -Column2Name UserLoggedOn -Column2Data $UserLoggedOn # Validating/fixing schema data structure of source data $DataVariable = ValidateFix-AzLogAnalyticsTableSchemaColumnNames -Data $DataVariable -Verbose:$Verbose # Aligning data structure with schema (requirement for DCR) $DataVariable = Build-DataArrayToAlignWithSchema -Data $DataVariable -Verbose:$Verbose # build schema to be used for LogAnalytics Table $Schema = Get-ObjectSchemaAsHash -Data $DataVariable -ReturnType Table -Verbose:$Verbose $Schema #------------------------------------------------------------------------------------------- # Output #------------------------------------------------------------------------------------------- PS $Schema = Get-ObjectSchemaAsHash -Data $DataVariable -ReturnType Table -Verbose:$Verbose $Schema Name Value ---- ----- description name TimeGenerated type datetime description name BootDevice type string description name BuildNumber type string description name BuildType type string description name Caption type string description name CodeSet type string description name CollectionTime type datetime description name Computer type string description name CountryCode type string description name CreationClassName type string description name CSCreationClassName type string description name CSDVersion type dynamic description name CSName type string description name CurrentTimeZone type int description name DataExecutionPrevention_32BitApplications type boolean description name DataExecutionPrevention_Available type boolean description name DataExecutionPrevention_Drivers type boolean description name DataExecutionPrevention_SupportPolicy type int description name Debug type boolean description name Description type string description name Distributed type boolean description name EncryptionLevel type int description name ForegroundApplicationBoost type int description name FreePhysicalMemory type int description name FreeSpaceInPagingFiles type int description name FreeVirtualMemory type int description name InstallDate type datetime description name LargeSystemCache type dynamic description name LastBootUpTime type datetime description name LocalDateTime type datetime description name Locale type string description name Manufacturer type string description name MaxNumberOfProcesses type long description name MaxProcessMemorySize type long description name MUILanguages type dynamic description name Name type string description name NumberOfLicensedUsers type int description name NumberOfProcesses type int description name NumberOfUsers type int description name OperatingSystemSKU type int description name Organization type dynamic description name OSArchitecture type string description name OSLanguage type int description name OSProductSuite type int description name OSType type int description name OtherTypeDescription type dynamic description name PAEEnabled type dynamic description name PlusProductID type dynamic description name PlusVersionNumber type dynamic description name PortableOperatingSystem type boolean description name Primary type boolean description name ProductType type int description name PSComputerName type dynamic description name RegisteredUser type string description name SerialNumber type string description name ServicePackMajorVersion type int description name ServicePackMinorVersion type int description name SizeStoredInPagingFiles type int description name Status type string description name SuiteMask type int description name SystemDevice type string description name SystemDirectory type string description name SystemDrive type string description name TotalSwapSpaceSize type dynamic description name TotalVirtualMemorySize type int description name TotalVisibleMemorySize type int description name UserLoggedOn type string description name Version type string description name WindowsDirectory type string # build schema to be used for DCR $Schema = Get-ObjectSchemaAsHash -Data $DataVariable -ReturnType DCR -Verbose:$verbose $Schema $Schema = Get-ObjectSchemaAsHash -Data $DataVariable -ReturnType DCR -Verbose:$verbose $Schema #------------------------------------------------------------------------------------------- # Output #------------------------------------------------------------------------------------------- Name Value ---- ----- name BootDevice type string name BuildNumber type string name BuildType type string name Caption type string name CodeSet type string name CollectionTime type datetime name Computer type string name CountryCode type string name CreationClassName type string name CSCreationClassName type string name CSDVersion type dynamic name CSName type string name CurrentTimeZone type int name DataExecutionPrevention_32BitApplications type boolean name DataExecutionPrevention_Available type boolean name DataExecutionPrevention_Drivers type boolean name DataExecutionPrevention_SupportPolicy type int name Debug type boolean name Description type string name Distributed type boolean name EncryptionLevel type int name ForegroundApplicationBoost type int name FreePhysicalMemory type int name FreeSpaceInPagingFiles type int name FreeVirtualMemory type int name InstallDate type datetime name LargeSystemCache type dynamic name LastBootUpTime type datetime name LocalDateTime type datetime name Locale type string name Manufacturer type string name MaxNumberOfProcesses type long name MaxProcessMemorySize type long name MUILanguages type dynamic name Name type string name NumberOfLicensedUsers type int name NumberOfProcesses type int name NumberOfUsers type int name OperatingSystemSKU type int name Organization type dynamic name OSArchitecture type string name OSLanguage type int name OSProductSuite type int name OSType type int name OtherTypeDescription type dynamic name PAEEnabled type dynamic name PlusProductID type dynamic name PlusVersionNumber type dynamic name PortableOperatingSystem type boolean name Primary type boolean name ProductType type int name PSComputerName type dynamic name RegisteredUser type string name SerialNumber type string name ServicePackMajorVersion type int name ServicePackMinorVersion type int name SizeStoredInPagingFiles type int name Status type string name SuiteMask type int name SystemDevice type string name SystemDirectory type string name SystemDrive type string name TotalSwapSpaceSize type dynamic name TotalVirtualMemorySize type int name TotalVisibleMemorySize type int name UserLoggedOn type string name Version type string name WindowsDirectory type string #> [CmdletBinding()] param( [Parameter(mandatory)] [Array]$Data, [Parameter(mandatory)] [ValidateSet("Table", "DCR")] [string[]]$ReturnType ) $SchemaArrayLogAnalyticsTableFormat = @() $SchemaArrayDcrFormat = @() $SchemaArrayLogAnalyticsTableFormatHash = @() $SchemaArrayDcrFormatHash = @() # Requirement - Add TimeGenerated to array $SchemaArrayLogAnalyticsTableFormatHash += @{ name = "TimeGenerated" type = "datetime" description = "" } $SchemaArrayLogAnalyticsTableFormat += [PSCustomObject]@{ name = "TimeGenerated" type = "datetime" description = "" } # Loop source object and build hash for table schema ForEach ($Entry in $Data) { $ObjColumns = $Entry | ConvertTo-Json -Depth 100 | ConvertFrom-Json | Get-Member -MemberType NoteProperty ForEach ($Column in $ObjColumns) { $ObjDefinitionStr = $Column.Definition If ($ObjDefinitionStr -like "int*") { $ObjType = "int" } ElseIf ($ObjDefinitionStr -like "real*") { $ObjType = "int" } ElseIf ($ObjDefinitionStr -like "long*") { $ObjType = "long" } ElseIf ($ObjDefinitionStr -like "guid*") { $ObjType = "dynamic" } ElseIf ($ObjDefinitionStr -like "string*") { $ObjType = "string" } ElseIf ($ObjDefinitionStr -like "datetime*") { $ObjType = "datetime" } ElseIf ($ObjDefinitionStr -like "bool*") { $ObjType = "boolean" } ElseIf ($ObjDefinitionStr -like "object*") { $ObjType = "dynamic" } ElseIf ($ObjDefinitionStr -like "System.Management.Automation.PSCustomObject*") { $ObjType = "dynamic" } # build for array check $SchemaLogAnalyticsTableFormatObjHash = @{ name = $Column.Name type = $ObjType description = "" } $SchemaLogAnalyticsTableFormatObj = [PSCustomObject]@{ name = $Column.Name type = $ObjType description = "" } $SchemaDcrFormatObjHash = @{ name = $Column.Name type = $ObjType } $SchemaDcrFormatObj = [PSCustomObject]@{ name = $Column.Name type = $ObjType } If ($Column.Name -notin $SchemaArrayLogAnalyticsTableFormat.name) { $SchemaArrayLogAnalyticsTableFormat += $SchemaLogAnalyticsTableFormatObj $SchemaArrayDcrFormat += $SchemaDcrFormatObj $SchemaArrayLogAnalyticsTableFormatHash += $SchemaLogAnalyticsTableFormatObjHash $SchemaArrayDcrFormatHash += $SchemaDcrFormatObjHash } } } If ($ReturnType -eq "Table") { # Return schema format for Table $SchemaArrayLogAnalyticsTableFormatHash } ElseIf ($ReturnType -eq "DCR") { # Return schema format for DCR $SchemaArrayDcrFormatHash } Return } Function Post-AzLogAnalyticsLogIngestCustomLogDcrDce-Output { <# .SYNOPSIS Send data to LogAnalytics using Log Ingestion API and Data Collection Rule (combined) .DESCRIPTION Combined function which will combine 3 functions in one call: Get-AzDcrDceDetails Post-AzLogAnalyticsLogIngestCustomLogDcrDce Data is either sent as one record (if only one exist), batches (calculated value of number of records to send per batch) - or BatchAmount (used only if the size of the records changes so you run into problems with limitations. In case of diffent sizes, use 1 for BatchAmount Sending data in UTF8 format .PARAMETER DceUri Here you can put in the DCE uri - typically found using Get-DceDcrDetails .PARAMETER DcrImmutableId Here you can put in the DCR ImmunetableId - typically found using Get-DceDcrDetails .PARAMETER DcrStream Here you can put in the DCR Stream name - typically found using Get-DceDcrDetails .PARAMETER Tablename Specifies the table name in LogAnalytics .PARAMETER Data This is the data array .PARAMETER BatchAmount Sometimes it happens, that the data entries are of very different sizes. This parameter will allow you to force to specific amount per batch .PARAMETER AzAppId This is the Azure app id og an app with Contributor permissions in LogAnalytics + Resource Group for DCRs .PARAMETER AzAppSecret This is the secret of the Azure app .PARAMETER TenantId This is the Azure AD tenant id .LINK https://github.com/KnudsenMorten/AzLogDcrIngestPS .EXAMPLE #------------------------------------------------------------------------------------------- # Variables #------------------------------------------------------------------------------------------- $TableName = 'InvClientComputerOSInfoTest4V2' # must not contain _CL $DcrName = "dcr-" + $AzDcrPrefixClient + "-" + $TableName + "_CL" $TenantId = "xxxxx" $LogIngestAppId = "xxxxx" $LogIngestAppSecret = "xxxxx" $DceName = "dce-log-platform-management-client-demo1-p" $LogAnalyticsWorkspaceResourceId = "/subscriptions/xxxxxx/resourceGroups/rg-logworkspaces/providers/Microsoft.OperationalInsights/workspaces/log-platform-management-client-demo1-p" $AzDcrPrefixClient = "clt1" $AzDcrSetLogIngestApiAppPermissionsDcrLevel = $false $AzDcrLogIngestServicePrincipalObjectId = "xxxxxx" $AzLogDcrTableCreateFromReferenceMachine = @() $AzLogDcrTableCreateFromAnyMachine = $true # building global variable with all DCEs, which can be viewed by Log Ingestion app $global:AzDceDetails = Get-AzDceListAll -AzAppId $LogIngestAppId -AzAppSecret $LogIngestAppSecret -TenantId $TenantId -Verbose:$Verbose # building global variable with all DCRs, which can be viewed by Log Ingestion app $global:AzDcrDetails = Get-AzDcrListAll -AzAppId $LogIngestAppId -AzAppSecret $LogIngestAppSecret -TenantId $TenantId -Verbose:$Verbose #------------------------------------------------------------------------------------------- # Collecting data (in) #------------------------------------------------------------------------------------------- Write-Output "" Write-Output "Collecting OS information" $DataVariable = Get-CimInstance -ClassName Win32_OperatingSystem #------------------------------------------------------------------------------------------- # Preparing data structure #------------------------------------------------------------------------------------------- # convert CIM array to PSCustomObject and remove CIM class information $DataVariable = Convert-CimArrayToObjectFixStructure -data $DataVariable # add CollectionTime to existing array $DataVariable = Add-CollectionTimeToAllEntriesInArray -Data $DataVariable # add Computer & UserLoggedOn info to existing array $DataVariable = Add-ColumnDataToAllEntriesInArray -Data $DataVariable -Column1Name Computer -Column1Data $Env:ComputerName -Column2Name UserLoggedOn -Column2Data $UserLoggedOn # Validating/fixing schema data structure of source data $DataVariable = ValidateFix-AzLogAnalyticsTableSchemaColumnNames -Data $DataVariable # Aligning data structure with schema (requirement for DCR) $DataVariable = Build-DataArrayToAlignWithSchema -Data $DataVariable #------------------------------------------------------------------------------------------- # Create/Update Schema for LogAnalytics Table & Data Collection Rule schema #------------------------------------------------------------------------------------------- CheckCreateUpdate-TableDcr-Structure -AzLogWorkspaceResourceId $LogAnalyticsWorkspaceResourceId ` -AzAppId $LogIngestAppId -AzAppSecret $LogIngestAppSecret -TenantId $TenantId ` -DceName $DceName -DcrName $DcrName -TableName $TableName -Data $DataVariable ` -LogIngestServicePricipleObjectId $AzDcrLogIngestServicePrincipalObjectId ` -AzDcrSetLogIngestApiAppPermissionsDcrLevel $AzDcrSetLogIngestApiAppPermissionsDcrLevel ` -AzLogDcrTableCreateFromAnyMachine $AzLogDcrTableCreateFromAnyMachine ` -AzLogDcrTableCreateFromReferenceMachine $AzLogDcrTableCreateFromReferenceMachine #----------------------------------------------------------------------------------------------- # Upload data to LogAnalytics using DCR / DCE / Log Ingestion API #----------------------------------------------------------------------------------------------- Post-AzLogAnalyticsLogIngestCustomLogDcrDce-Output -DceName $DceName -DcrName $DcrName -Data $DataVariable -TableName $TableName ` -AzAppId $LogIngestAppId -AzAppSecret $LogIngestAppSecret -TenantId $TenantId -Verbose:$Verbose #------------------------------------------------------------------------------------------- # Output #------------------------------------------------------------------------------------------- VERBOSE: POST with -1-byte payload VERBOSE: received 1468-byte response of content type application/json; charset=utf-8 VERBOSE: POST with -1-byte payload VERBOSE: received 1342-byte response of content type application/json; charset=utf-8 VERBOSE: POST with -1-byte payload VERBOSE: received 1317-byte response of content type application/json; charset=utf-8 [ 1 / 1 ] - Posting data to Loganalytics table [ InvClientComputerOSInfoTest4V2_CL ] .... Please Wait ! VERBOSE: POST with -1-byte payload VERBOSE: received -1-byte response of content type SUCCESS - data uploaded to LogAnalytics VERBOSE: BootDevice : \Device\HarddiskVolume1 BuildNumber : 22621 BuildType : Multiprocessor Free Caption : Microsoft Windows 11 Enterprise CodeSet : 1252 CollectionTime : 12-03-2023 19:11:15 Computer : STRV-MOK-DT-02 CountryCode : 1 CreationClassName : Win32_OperatingSystem CSCreationClassName : Win32_ComputerSystem CSDVersion : CSName : STRV-MOK-DT-02 CurrentTimeZone : 60 DataExecutionPrevention_32BitApplications : True DataExecutionPrevention_Available : True DataExecutionPrevention_Drivers : True DataExecutionPrevention_SupportPolicy : 2 Debug : False Description : Distributed : False EncryptionLevel : 256 ForegroundApplicationBoost : 2 FreePhysicalMemory : 7385644 FreeSpaceInPagingFiles : 14208308 FreeVirtualMemory : 13526060 InstallDate : 21-09-2022 05:56:02 LargeSystemCache : LastBootUpTime : 08-03-2023 22:19:03 LocalDateTime : 12-03-2023 18:11:15 Locale : 0409 Manufacturer : Microsoft Corporation MaxNumberOfProcesses : 4294967295 MaxProcessMemorySize : 137438953344 MUILanguages : {en-US, en-GB} Name : Microsoft Windows 11 Enterprise|C:\WINDOWS|\Device\Harddisk0\Partition3 NumberOfLicensedUsers : 0 NumberOfProcesses : 336 NumberOfUsers : 2 OperatingSystemSKU : 4 Organization : OSArchitecture : 64-bit OSLanguage : 1033 OSProductSuite : 256 OSType : 18 OtherTypeDescription : PAEEnabled : PlusProductID : PlusVersionNumber : PortableOperatingSystem : False Primary : True ProductType : 1 PSComputerName : RegisteredUser : mok SerialNumber : 00330-80000-00000-AA032 ServicePackMajorVersion : 0 ServicePackMinorVersion : 0 SizeStoredInPagingFiles : 15728640 Status : OK SuiteMask : 272 SystemDevice : \Device\HarddiskVolume3 SystemDirectory : C:\WINDOWS\system32 SystemDrive : C: TotalSwapSpaceSize : TotalVirtualMemorySize : 32210960 TotalVisibleMemorySize : 16482320 UserLoggedOn : Version : 10.0.22621 WindowsDirectory : C:\WINDOWS #> [CmdletBinding()] param( [Parameter(mandatory)] [Array]$Data, [Parameter(mandatory)] [AllowEmptyString()] [string]$DcrName, [Parameter(mandatory)] [AllowEmptyString()] [string]$DceName, [Parameter(mandatory)] [string]$TableName, [Parameter()] [string]$BatchAmount, [Parameter()] [boolean]$EnableUploadViaLogHub = $false, [Parameter()] [string]$LogHubPath, [Parameter()] [string]$AzAppId, [Parameter()] [string]$AzAppSecret, [Parameter()] [string]$TenantId ) # Endpoint sends data directly to Azure, either using public endpoint - or via private link If ( ($EnableUploadViaLogHub -eq $false) -or ($EnableUploadViaLogHub -eq $null) ) { $AzDcrDceDetails = Get-AzDcrDceDetails -DcrName $DcrName -DceName $DceName ` -AzAppId $AzAppId -AzAppSecret $AzAppSecret -TenantId $TenantId -Verbose:$Verbose Post-AzLogAnalyticsLogIngestCustomLogDcrDce -DceUri $AzDcrDceDetails[2] -DcrImmutableId $AzDcrDceDetails[6] -TableName $TableName ` -DcrStream $AzDcrDceDetails[7] -Data $Data -BatchAmount $BatchAmount ` -AzAppId $AzAppId -AzAppSecret $AzAppSecret -TenantId $TenantId -Verbose:$Verbose } # log-hub support - endpoint sends log-data via log-hub (remote internal path). Then Log-hub forwards data to Azure ElseIf ( ( $EnableUploadViaLogHub -eq $true ) -and ($LogHubPath) ) { If ($Data) { # Mandatory $LogHubData = New-Object PsCustomObject $LogHubData | Add-Member -MemberType NoteProperty -Name Source -Value $Env:ComputerName $LogHubData | Add-Member -MemberType NoteProperty -Name UploadTime -Value (get-date -Format yyyy-MM-dd_HH-mm-ss) $LogHubData | Add-Member -MemberType NoteProperty -Name TableName -Value $TableName $LogHubData | Add-Member -MemberType NoteProperty -Name DceName -Value $DceName $LogHubData | Add-Member -MemberType NoteProperty -Name DcrName $DcrName $LogHubData | Add-Member -MemberType NoteProperty -Name Data -Value @($Data) # optional If ($BatchAmount) { $LogHubData | Add-Member -MemberType NoteProperty -Name BatchAmount -Value $BatchAmount } # Export to JSON format $LogHubFileName = $LogHubPath + "\" + $ENV:ComputerName + "__" + $TableName + "__" + (get-date -Format yyyy-MM-dd_HH-mm-ss) + ".json" Write-host "Writing log-data to file $($LogHubFileName) (log-hub)" $LogHubDataJson = $LogHubData | ConvertTo-Json -Depth 25 $LogHubDataJson | Out-File -FilePath $LogHubFileName -Encoding utf8 -Force } } # Write result to screen $DataVariable | Out-String | Write-Verbose } Function Post-AzLogAnalyticsLogIngestCustomLogDcrDce { <# .SYNOPSIS Send data to LogAnalytics using Log Ingestion API and Data Collection Rule .DESCRIPTION Data is either sent as one record (if only one exist), batches (calculated value of number of records to send per batch) - or BatchAmount (used only if the size of the records changes so you run into problems with limitations. In case of diffent sizes, use 1 for BatchAmount Sending data in UTF8 format .PARAMETER DceUri Here you can put in the DCE uri - typically found using Get-DceDcrDetails .PARAMETER DcrImmutableId Here you can put in the DCR ImmunetableId - typically found using Get-DceDcrDetails .PARAMETER DcrStream Here you can put in the DCR Stream name - typically found using Get-DceDcrDetails .PARAMETER Data This is the data array .PARAMETER AzAppId This is the Azure app id og an app with Contributor permissions in LogAnalytics + Resource Group for DCRs .PARAMETER AzAppSecret This is the secret of the Azure app .PARAMETER TenantId This is the Azure AD tenant id .INPUTS None. You cannot pipe objects .OUTPUTS Output of REST PUT command. Should be 200 for success .LINK https://github.com/KnudsenMorten/AzLogDcrIngestPS .EXAMPLE $verbose = $true $TenantId = "xxxxx" $LogIngestAppId = "xxxxx" $LogIngestAppSecret = "xxxxx" $TableName = 'InvClientComputerOSInfoV2' # must not contain _CL $DcrName = "dcr-" + $AzDcrPrefixClient + "-" + $TableName + "_CL" $DceName = "dce-log-platform-management-client-demo1-p" $LogAnalyticsWorkspaceResourceId = "/subscriptions/xxxxxx/resourceGroups/rg-logworkspaces/providers/Microsoft.OperationalInsights/workspaces/log-platform-management-client-demo1-p" $AzDcrPrefixClient = "clt1" $AzDcrSetLogIngestApiAppPermissionsDcrLevel = $false $AzDcrLogIngestServicePrincipalObjectId = "xxxxxx" #------------------------------------------------------------------------------------------- # Collecting data (in) #------------------------------------------------------------------------------------------- Write-Output "" Write-Output "Collecting OS information ... Please Wait !" $DataVariable = Get-CimInstance -ClassName Win32_OperatingSystem #------------------------------------------------------------------------------------------- # Preparing data structure #------------------------------------------------------------------------------------------- # convert CIM array to PSCustomObject and remove CIM class information $DataVariable = Convert-CimArrayToObjectFixStructure -data $DataVariable -Verbose:$Verbose # add CollectionTime to existing array $DataVariable = Add-CollectionTimeToAllEntriesInArray -Data $DataVariable -Verbose:$Verbose # add Computer & UserLoggedOn info to existing array $DataVariable = Add-ColumnDataToAllEntriesInArray -Data $DataVariable -Column1Name Computer -Column1Data $Env:ComputerName -Column2Name UserLoggedOn -Column2Data $UserLoggedOn # Validating/fixing schema data structure of source data $DataVariable = ValidateFix-AzLogAnalyticsTableSchemaColumnNames -Data $DataVariable -Verbose:$Verbose # Aligning data structure with schema (requirement for DCR) $DataVariable = Build-DataArrayToAlignWithSchema -Data $DataVariable -Verbose:$Verbose # We change the tablename to something - for example add TEST (InvClientComputerOSInfoTESTV2) - table doesn't exist $TableName = 'InvClientComputerOSInfoTESTV2' # must not contain _CL $DcrName = "dcr-" + $AzDcrPrefixClient + "-" + $TableName + "_CL" $Schema = Get-ObjectSchemaAsArray -Data $DataVariable $StructureCheck = Get-AzLogAnalyticsTableAzDataCollectionRuleStatus -AzLogWorkspaceResourceId $LogAnalyticsWorkspaceResourceId -TableName $TableName -DcrName $DcrName -SchemaSourceObject $Schema ` -AzAppId $AzAppId -AzAppSecret $AzAppSecret -TenantId $TenantId -Verbose:$Verbose # build schema to be used for DCR $Schema = Get-ObjectSchemaAsHash -Data $DataVariable -ReturnType DCR $StructureCheck = Get-AzLogAnalyticsTableAzDataCollectionRuleStatus -AzLogWorkspaceResourceId $LogAnalyticsWorkspaceResourceId -TableName $TableName -DcrName $DcrName -SchemaSourceObject $Schema ` -AzAppId $LogIngestAppId -AzAppSecret $LogIngestAppSecret -TenantId $TenantId -Verbose:$Verbose # build schema to be used for LogAnalytics Table $Schema = Get-ObjectSchemaAsHash -Data $DataVariable -ReturnType Table -Verbose:$Verbose CreateUpdate-AzLogAnalyticsCustomLogTableDcr -AzLogWorkspaceResourceId $LogAnalyticsWorkspaceResourceId -SchemaSourceObject $Schema -TableName $TableName ` -AzAppId $LogIngestAppId -AzAppSecret $LogIngestAppSecret -TenantId $TenantId -Verbose:$Verbose # build schema to be used for DCR $Schema = Get-ObjectSchemaAsHash -Data $DataVariable -ReturnType DCR CreateUpdate-AzDataCollectionRuleLogIngestCustomLog -AzLogWorkspaceResourceId $LogAnalyticsWorkspaceResourceId -SchemaSourceObject $Schema ` -DceName $DceName -DcrName $DcrName -TableName $TableName ` -LogIngestServicePricipleObjectId $AzDcrLogIngestServicePrincipalObjectId ` -AzDcrSetLogIngestApiAppPermissionsDcrLevel $AzDcrSetLogIngestApiAppPermissionsDcrLevel ` -AzAppId $LogIngestAppId -AzAppSecret $LogIngestAppSecret -TenantId $TenantId -Verbose:$Verbose # here we post the data $AzDcrDceDetails = Get-AzDcrDceDetails -DcrName $DcrName -DceName $DceName ` -AzAppId $AzAppId -AzAppSecret $AzAppSecret -TenantId $TenantId -Verbose:$Verbose Post-AzLogAnalyticsLogIngestCustomLogDcrDce -DceUri $AzDcrDceDetails[2] -DcrImmutableId $AzDcrDceDetails[6] -TableName $TableName ` -DcrStream $AzDcrDceDetails[7] -Data $DataVariable -BatchAmount $BatchAmount ` -AzAppId $LogIngestAppId -AzAppSecret $LogIngestAppSecret -TenantId $TenantId -Verbose:$Verbose #------------------------------------------------------------------------------------------- # Preparing data structure #------------------------------------------------------------------------------------------- VERBOSE: POST with -1-byte payload VERBOSE: received 1317-byte response of content type application/json; charset=utf-8 [ 1 / 1 ] - Posting data to LogAnalytics table [ InvClientComputerOSInfoTESTV2_CL ] .... Please Wait ! VERBOSE: POST with -1-byte payload VERBOSE: received -1-byte response of content type SUCCESS - data uploaded to LogAnalytics #> [CmdletBinding()] param( [Parameter(mandatory)] [string]$DceURI, [Parameter(mandatory)] [AllowEmptyString()] [string]$DcrImmutableId, [Parameter(mandatory)] [AllowEmptyString()] [string]$DcrStream, [Parameter(mandatory)] [Array]$Data, [Parameter(mandatory)] [string]$TableName, [Parameter()] [string]$BatchAmount, [Parameter()] [string]$AzAppId, [Parameter()] [string]$AzAppSecret, [Parameter()] [string]$TenantId ) #-------------------------------------------------------------------------- # Data check #-------------------------------------------------------------------------- # On a newly created DCR, sometimes we cannot retrieve the DCR info fast enough. So we skip trying to send in data ! If ( ($DcrImmutableId -eq $null) -or ($DcrStream -eq $null) ) { # skipping as this is a newly created DCR. Just rerun the script and it will work ! } Else { If ($DceURI -and $DcrImmutableId -and $DcrStream -and $Data) { # Add assembly to upload using http Add-Type -AssemblyName System.Web #-------------------------------------------------------------------------- # Obtain a bearer token used to authenticate against the data collection endpoint using Azure App & Secret #-------------------------------------------------------------------------- $scope = [System.Web.HttpUtility]::UrlEncode("https://monitor.azure.com//.default") $bodytoken = "client_id=$AzAppId&scope=$scope&client_secret=$AzAppSecret&grant_type=client_credentials"; $headers = @{"Content-Type"="application/x-www-form-urlencoded"}; $uri = "https://login.microsoftonline.com/$tenantId/oauth2/v2.0/token" $bearerToken = (invoke-restmethod -UseBasicParsing -Uri $uri -Method "Post" -Body $bodytoken -Headers $headers).access_token $headers = @{ "Authorization" = "Bearer $bearerToken"; "Content-Type" = "application/json"; } #-------------------------------------------------------------------------- # Upload the data using Log Ingesion API using DCE/DCR #-------------------------------------------------------------------------- # initial variable $indexLoopFrom = 0 # calculate size of data (entries) $TotalDataLines = ($Data | Measure-Object).count # calculate number of entries to send during each transfer - log ingestion api limits to max 1 mb per transfer If ( ($TotalDataLines -gt 1) -and (!($BatchAmount)) ) { $SizeDataSingleEntryJson = (ConvertTo-Json -Depth 100 -InputObject @($Data[0]) -Compress).length $DataSendAmountDecimal = (( 1mb - 300Kb) / $SizeDataSingleEntryJson) # 500 Kb is overhead (my experience !) $DataSendAmount = [math]::Floor($DataSendAmountDecimal) } ElseIf ($BatchAmount) { $DataSendAmount = $BatchAmount } Else { $DataSendAmount = 1 } # loop - upload data in batches, depending on possible size & Azure limits Do { $DataSendRemaining = $TotalDataLines - $indexLoopFrom If ($DataSendRemaining -le $DataSendAmount) { # send last batch - or whole batch $indexLoopTo = $TotalDataLines - 1 # cause we start at 0 (zero) as first record $DataScopedSize = $Data # no need to split up in batches } ElseIf ($DataSendRemaining -gt $DataSendAmount) { # data must be splitted in batches $indexLoopTo = $indexLoopFrom + $DataSendAmount $DataScopedSize = $Data[$indexLoopFrom..$indexLoopTo] } # Convert data into JSON-format $JSON = ConvertTo-Json -Depth 100 -InputObject @($DataScopedSize) -Compress If ($DataSendRemaining -gt 1) # batch { # we are showing as first record is 1, but actually is is in record 0 - but we change it for gui purpose Write-host " [ $($indexLoopFrom + 1)..$($indexLoopTo + 1) / $($TotalDataLines) ] - Posting data to LogAnalytics table [ $($TableName)_CL ] .... Please Wait !" } ElseIf ($DataSendRemaining -eq 1) # single record { Write-host " [ $($indexLoopFrom + 1) / $($TotalDataLines) ] - Posting data to LogAnalytics table [ $($TableName)_CL ] .... Please Wait !" } $uri = "$DceURI/dataCollectionRules/$DcrImmutableId/streams/$DcrStream"+"?api-version=2021-11-01-preview" # set encoding to UTF8 $JSON = [System.Text.Encoding]::UTF8.GetBytes($JSON) $Result = invoke-webrequest -UseBasicParsing -Uri $uri -Method POST -Body $JSON -Headers $headers -ErrorAction SilentlyContinue $StatusCode = $Result.StatusCode If ($StatusCode -eq "204") { Write-host " SUCCESS - data uploaded to LogAnalytics" } ElseIf ($StatusCode -eq "RequestEntityTooLarge") { Write-Error " Error 513 - You are sending too large data - make the dataset smaller" } Else { Write-Error $result } # Set new Fom number, based on last record sent $indexLoopFrom = $indexLoopTo } Until ($IndexLoopTo -ge ($TotalDataLines - 1 )) } #If ($DceURI -and $DcrImmutableId -and $DcrStream -and $Data) #return latest upload result return $Result Write-host "" } } Function Update-AzDataCollectionRuleDceEndpoint { <# .SYNOPSIS Updates the DceEndpointUri of the Data Collection Rule .DESCRIPTION Used to change the Data Collection Endpoint in a Data Collection Rule .PARAMETER DcrResourceId This is resource id of the Data Collection Rule which should be changed .PARAMETER DceResourceId This is resource id of the Data Collection Endpoint to change to (target) .PARAMETER AzAppId This is the Azure app id og an app with Contributor permissions in LogAnalytics + Resource Group for DCRs .PARAMETER AzAppSecret This is the secret of the Azure app .PARAMETER TenantId This is the Azure AD tenant id .INPUTS None. You cannot pipe objects .OUTPUTS Output of REST PUT command. Should be 200 for success .LINK https://github.com/KnudsenMorten/AzLogDcrIngestPS .EXAMPLE $TableName = 'InvClientComputerOSInfoTest4V2' # must not contain _CL $DcrName = "dcr-" + $AzDcrPrefixClient + "-" + $TableName + "_CL" $TenantId = "xxxxx" $LogIngestAppId = "xxxxx" $LogIngestAppSecret = "xxxxx" $DceName = "dce-log-platform-management-client-demo1-p" $LogAnalyticsWorkspaceResourceId = "/subscriptions/xxxxxx/resourceGroups/rg-logworkspaces/providers/Microsoft.OperationalInsights/workspaces/log-platform-management-client-demo1-p" $AzDcrPrefixClient = "clt1" $AzDcrSetLogIngestApiAppPermissionsDcrLevel = $false $AzDcrLogIngestServicePrincipalObjectId = "xxxxxx" $AzLogDcrTableCreateFromReferenceMachine = @() $AzLogDcrTableCreateFromAnyMachine = $true # building global variable with all DCEs, which can be viewed by Log Ingestion app $global:AzDceDetails = Get-AzDceListAll -AzAppId $LogIngestAppId -AzAppSecret $LogIngestAppSecret -TenantId $TenantId -Verbose:$Verbose # building global variable with all DCRs, which can be viewed by Log Ingestion app $global:AzDcrDetails = Get-AzDcrListAll -AzAppId $LogIngestAppId -AzAppSecret $LogIngestAppSecret -TenantId $TenantId -Verbose:$Verbose # make sure the DCR & DCE actually exists $DcrName = "dcr-clt1-InvClientComputerOSInfoTest5V2_CL" $DceNameTarget = "dce-log-platform-management-client-demo1-p" # Get details about DCR using Azure Resource Graph $AzDcrDetails = Get-AzDcrDceDetails -DcrName $DcrName -AzAppId $LogIngestAppId -AzAppSecret $LogIngestAppSecret -TenantId $TenantId -Verbose:$verbose # check that it found a DCR $AzDcrDetails $DcrResourceId = $AzDcrDetails[0] $DcrResourceId # check that it found a DCR $AzDceDetails = Get-AzDcrDceDetails -DceName $DceNameTarget -AzAppId $LogIngestAppId -AzAppSecret $LogIngestAppSecret -TenantId $TenantId -Verbose:$verbose $AzDceDetails $DceResourceId = $AzDceDetails[0] $DceResourceId # update data collection endpoint - getting details about DCE using Azure Resource Graph Update-AzDataCollectionRuleDceEndpoint -DcrResourceId $DcrResourceId -DceResourceId $DceResourceId -Verbose:$verbose # Output VERBOSE: GET with 0-byte payload VERBOSE: received 4797-byte response of content type application/json; charset=utf-8 Updating DCE EndpointId for DCR /subscriptions/fce4f282-fcc6-43fb-94d8-bf1701b862c3/resourceGroups/rg-dcr-log-platform-management-client-demo1-p/providers/microsoft.insig hts/dataCollectionRules/dcr-clt1-InvClientComputerOSInfoTest5V2_CL VERBOSE: PUT with -1-byte payload VERBOSE: received 4769-byte response of content type application/json; charset=utf-8 #> [CmdletBinding()] param( [Parameter(mandatory)] [string]$DcrResourceId, [Parameter(mandatory)] [string]$DceResourceId, [Parameter()] [string]$AzAppId, [Parameter()] [string]$AzAppSecret, [Parameter()] [string]$TenantId ) #-------------------------------------------------------------------------- # Connection #-------------------------------------------------------------------------- $Headers = Get-AzAccessTokenManagement -AzAppId $AzAppId ` -AzAppSecret $AzAppSecret ` -TenantId $TenantId -Verbose:$Verbose #-------------------------------------------------------------------------- # get existing DCR #-------------------------------------------------------------------------- $DcrUri = "https://management.azure.com" + $DcrResourceId + "?api-version=2022-06-01" $DCR = invoke-restmethod -UseBasicParsing -Uri $DcrUri -Method GET -Headers $headers #-------------------------------------------------------------------------- # update payload object #-------------------------------------------------------------------------- $DCR.properties.dataCollectionEndpointId = $DceResourceId #-------------------------------------------------------------------------- # update existing DCR #-------------------------------------------------------------------------- Write-host "Updating DCE EndpointId for DCR" Write-host $DcrResourceId # convert modified payload to JSON-format $DcrPayload = $Dcr | ConvertTo-Json -Depth 20 # update changes to existing DCR $DcrUri = "https://management.azure.com" + $DcrResourceId + "?api-version=2022-06-01" $DCR = invoke-restmethod -UseBasicParsing -Uri $DcrUri -Method PUT -Body $DcrPayload -Headers $Headers } Function Update-AzDataCollectionRuleResetTransformKqlDefault { <# .SYNOPSIS Updates the tranformKql parameter on an existing DCR - and resets it back to default .DESCRIPTION Used to set transformation back to default, where all data is being sent in - with needed TimeGenerated column .PARAMETER $DcrResourceId This is the resource id of the data collection rule .PARAMETER AzAppId This is the Azure app id og an app with Contributor permissions in LogAnalytics + Resource Group for DCRs .PARAMETER AzAppSecret This is the secret of the Azure app .PARAMETER TenantId This is the Azure AD tenant id .INPUTS None. You cannot pipe objects .OUTPUTS Output of REST PUT command. Should be 200 for success .LINK https://github.com/KnudsenMorten/AzLogDcrIngestPS .EXAMPLE $TableName = 'InvClientComputerOSInfoTest5V2' # must not contain _CL $DcrName = "dcr-" + $AzDcrPrefixClient + "-" + $TableName + "_CL" $TenantId = "xxxxx" $LogIngestAppId = "xxxxx" $LogIngestAppSecret = "xxxxx" $DceName = "dce-log-platform-management-client-demo1-p" $LogAnalyticsWorkspaceResourceId = "/subscriptions/xxxxxx/resourceGroups/rg-logworkspaces/providers/Microsoft.OperationalInsights/workspaces/log-platform-management-client-demo1-p" $AzDcrPrefixClient = "clt1" $AzDcrSetLogIngestApiAppPermissionsDcrLevel = $false $AzDcrLogIngestServicePrincipalObjectId = "xxxxxx" $AzLogDcrTableCreateFromReferenceMachine = @() $AzLogDcrTableCreateFromAnyMachine = $true # building global variable with all DCEs, which can be viewed by Log Ingestion app $global:AzDceDetails = Get-AzDceListAll -AzAppId $LogIngestAppId -AzAppSecret $LogIngestAppSecret -TenantId $TenantId -Verbose:$Verbose # building global variable with all DCRs, which can be viewed by Log Ingestion app $global:AzDcrDetails = Get-AzDcrListAll -AzAppId $LogIngestAppId -AzAppSecret $LogIngestAppSecret -TenantId $TenantId -Verbose:$Verbose Write-Output "" Write-Output "Collecting Defender demo data" $DataVariable = Get-MpComputerStatus #------------------------------------------------------------------------------------------- # Preparing data structure #------------------------------------------------------------------------------------------- # convert CIM array to PSCustomObject and remove CIM class information $DataVariable = Convert-CimArrayToObjectFixStructure -data $DataVariable -Verbose:$verbose # add CollectionTime to existing array $DataVariable = Add-CollectionTimeToAllEntriesInArray -Data $DataVariable -Verbose:$verbose # add Computer & UserLoggedOn info to existing array $DataVariable = Add-ColumnDataToAllEntriesInArray -Data $DataVariable -Column1Name Computer -Column1Data $Env:ComputerName -Column2Name UserLoggedOn -Column2Data $UserLoggedOn -Verbose:$verbose # Validating/fixing schema data structure of source data $DataVariable = ValidateFix-AzLogAnalyticsTableSchemaColumnNames -Data $DataVariable -Verbose:$verbose # Aligning data structure with schema (requirement for DCR) $DataVariable = Build-DataArrayToAlignWithSchema -Data $DataVariable -Verbose:$verbose #------------------------------------------------------------------------------------------- # Create/Update Schema for LogAnalytics Table & Data Collection Rule schema #------------------------------------------------------------------------------------------- CheckCreateUpdate-TableDcr-Structure -AzLogWorkspaceResourceId $LogAnalyticsWorkspaceResourceId ` -AzAppId $LogIngestAppId -AzAppSecret $LogIngestAppSecret -TenantId $TenantId ` -DceName $DceName -DcrName $DcrName -TableName $TableName -Data $DataVariable ` -LogIngestServicePricipleObjectId $AzDcrLogIngestServicePrincipalObjectId ` -AzDcrSetLogIngestApiAppPermissionsDcrLevel $AzDcrSetLogIngestApiAppPermissionsDcrLevel ` -AzLogDcrTableCreateFromAnyMachine $AzLogDcrTableCreateFromAnyMachine ` -AzLogDcrTableCreateFromReferenceMachine $AzLogDcrTableCreateFromReferenceMachine # building global variable with all DCEs, which can be viewed by Log Ingestion app $global:AzDceDetails = Get-AzDceListAll -AzAppId $LogIngestAppId -AzAppSecret $LogIngestAppSecret -TenantId $TenantId -Verbose:$Verbose # building global variable with all DCRs, which can be viewed by Log Ingestion app $global:AzDcrDetails = Get-AzDcrListAll -AzAppId $LogIngestAppId -AzAppSecret $LogIngestAppSecret -TenantId $TenantId -Verbose:$Verbose $AzDcrDceDetails = Get-AzDcrDceDetails -DcrName $DcrName ` -AzAppId $LogIngestAppId -AzAppSecret $AzAppSecret -TenantId $TenantId -Verbose:$Verbose # make a DCR Event Log collection of security events - can be done through Sentinel $DcrResourceId = $AzDcrDceDetails[0] # check the schema for an column name where we want to retrieve data from Get-ObjectSchemaAsArray -Data $DataVariable -Verbose:$Verbose # set new transformation where we are adding a column AntivirusVersion with data from AMEngineVersion $transformKql = "source | extend TimeGenerated = now() | extend AntivirusVersion = AMEngineVersion" Update-AzDataCollectionRuleTransformKql -DcrResourceId $DcrResourceId -transformKql $transformKql -Verbose:$Verbose #------------------------------------------------------------------------------------------- # Output #------------------------------------------------------------------------------------------- VERBOSE: GET with 0-byte payload VERBOSE: received 4735-byte response of content type application/json; charset=utf-8 Updating transformKql for DCR /subscriptions/fce4f282-fcc6-43fb-94d8-bf1701b862c3/resourceGroups/rg-dcr-log-platform-management-client-demo1-p/providers/microsoft.insig hts/dataCollectionRules/dcr-clt1-InvClientComputerOSInfoTest6V2_CL VERBOSE: PUT with -1-byte payload VERBOSE: received 4735-byte response of content type application/json; charset=utf-8 # force a reset of the tranformation Update-AzDataCollectionRuleResetTransformKqlDefault -DcrResourceId $DcrResourceId -Verbose:$true #------------------------------------------------------------------------------------------- # Output #------------------------------------------------------------------------------------------- VERBOSE: GET with 0-byte payload VERBOSE: received 4735-byte response of content type application/json; charset=utf-8 Resetting transformKql to default for DCR /subscriptions/fce4f282-fcc6-43fb-94d8-bf1701b862c3/resourceGroups/rg-dcr-log-platform-management-client-demo1-p/providers/microsoft.insig hts/dataCollectionRules/dcr-clt1-InvClientComputerOSInfoTest6V2_CL VERBOSE: PUT with -1-byte payload VERBOSE: received 4691-byte response of content type application/json; charset=utf-8 #> [CmdletBinding()] param( [Parameter(mandatory)] [string]$DcrResourceId, [Parameter()] [string]$AzAppId, [Parameter()] [string]$AzAppSecret, [Parameter()] [string]$TenantId ) #-------------------------------------------------------------------------- # Variables #-------------------------------------------------------------------------- $DefaultTransformKqlDcrLogIngestCustomLog = "source | extend TimeGenerated = now()" #-------------------------------------------------------------------------- # Connection #-------------------------------------------------------------------------- $Headers = Get-AzAccessTokenManagement -AzAppId $AzAppId ` -AzAppSecret $AzAppSecret ` -TenantId $TenantId -Verbose:$Verbose #-------------------------------------------------------------------------- # get existing DCR #-------------------------------------------------------------------------- $DcrUri = "https://management.azure.com" + $DcrResourceId + "?api-version=2022-06-01" $DCR = invoke-restmethod -UseBasicParsing -Uri $DcrUri -Method GET -Headers $Headers #-------------------------------------------------------------------------- # update payload object #-------------------------------------------------------------------------- If ($DCR.properties.dataFlows[0].transformKql) { # changing value on existing property $DCR.properties.dataFlows[0].transformKql = $DefaultTransformKqlDcrLogIngestCustomLog } Else { # Adding new property to object $DCR.properties.dataFlows[0] | Add-Member -NotePropertyName transformKql -NotePropertyValue $transformKql -Force } #-------------------------------------------------------------------------- # update existing DCR #-------------------------------------------------------------------------- Write-host " Resetting transformKql to default for DCR" Write-host $DcrResourceId # convert modified payload to JSON-format $DcrPayload = $Dcr | ConvertTo-Json -Depth 20 # update changes to existing DCR $DcrUri = "https://management.azure.com" + $DcrResourceId + "?api-version=2022-06-01" $DCR = invoke-restmethod -UseBasicParsing -Uri $DcrUri -Method PUT -Body $DcrPayload -Headers $Headers } Function Update-AzDataCollectionRuleTransformKql { <# .SYNOPSIS Updates the tranformKql parameter on an existing DCR with the provided parameter .DESCRIPTION Used to enable transformation on a data collection rule .PARAMETER $DcrResourceId This is the resource id of the data collection rule .PARAMETER $tranformKql This is tranformation query to use .PARAMETER AzAppId This is the Azure app id og an app with Contributor permissions in LogAnalytics + Resource Group for DCRs .PARAMETER AzAppSecret This is the secret of the Azure app .PARAMETER TenantId This is the Azure AD tenant id .INPUTS None. You cannot pipe objects .OUTPUTS Output of REST PUT command. Should be 200 for success .LINK https://github.com/KnudsenMorten/AzLogDcrIngestPS .EXAMPLE $Verbose = $true # make a DCR Event Log collection of security events - can be done through Sentinel $DcrResourceId = "/subscriptions/fce4f282-fcc6-43fb-94d8-bf1701b862c3/resourceGroups/rg-logworkspaces/providers/microsoft.insights/dataCollectionRules/dcr-ingest-exclude-security-eventid" # Remove transformation - send all data through pipeline $transformKql = "source" Update-AzDataCollectionRuleTransformKql -DcrResourceId $DcrResourceId -transformKql $transformKql -Verbose:$Verbose # Output VERBOSE: GET with 0-byte payload VERBOSE: received 1419-byte response of content type application/json; charset=utf-8 Updating transformKql for DCR /subscriptions/fce4f282-fcc6-43fb-94d8-bf1701b862c3/resourceGroups/rg-logworkspaces/providers/microsoft.insights/dataCollectionRules/dcr-i ngest-exclude-security-eventid VERBOSE: PUT with -1-byte payload VERBOSE: received 1419-byte response of content type application/json; charset=utf-8 # Add transformation to exclude event 8002, 5058, 4662, 4688 $transformKql = "source | where (EventID != 8002) and (EventID != 5058) and (EventID != 4662) and (EventID != 4688)" Update-AzDataCollectionRuleTransformKql -DcrResourceId $DcrResourceId -transformKql $transformKql -Verbose:$true # Output VERBOSE: GET with 0-byte payload VERBOSE: received 1511-byte response of content type application/json; charset=utf-8 Updating transformKql for DCR /subscriptions/fce4f282-fcc6-43fb-94d8-bf1701b862c3/resourceGroups/rg-logworkspaces/providers/microsoft.insights/dataCollectionRules/dcr-i ngest-exclude-security-eventid VERBOSE: PUT with -1-byte payload VERBOSE: received 1511-byte response of content type application/json; charset=utf-8 #> [CmdletBinding()] param( [Parameter(mandatory)] [string]$DcrResourceId, [Parameter(mandatory)] [string]$transformKql, [Parameter()] [string]$AzAppId, [Parameter()] [string]$AzAppSecret, [Parameter()] [string]$TenantId ) #-------------------------------------------------------------------------- # Connection #-------------------------------------------------------------------------- $Headers = Get-AzAccessTokenManagement -AzAppId $AzAppId ` -AzAppSecret $AzAppSecret ` -TenantId $TenantId -Verbose:$Verbose #-------------------------------------------------------------------------- # get existing DCR #-------------------------------------------------------------------------- $DcrUri = "https://management.azure.com" + $DcrResourceId + "?api-version=2022-06-01" $DCR = invoke-restmethod -UseBasicParsing -Uri $DcrUri -Method GET -Headers $Headers #-------------------------------------------------------------------------- # update payload object #-------------------------------------------------------------------------- If ($DCR.properties.dataFlows[0].transformKql) { # changing value on existing property $DCR.properties.dataFlows[0].transformKql = $transformKql } Else { # Adding new property to object $DCR.properties.dataFlows[0] | Add-Member -NotePropertyName transformKql -NotePropertyValue $transformKql -Force } #-------------------------------------------------------------------------- # update existing DCR #-------------------------------------------------------------------------- Write-host "Updating transformKql for DCR" Write-host $DcrResourceId # convert modified payload to JSON-format $DcrPayload = $Dcr | ConvertTo-Json -Depth 20 # update changes to existing DCR $DcrUri = "https://management.azure.com" + $DcrResourceId + "?api-version=2022-06-01" $DCR = invoke-restmethod -UseBasicParsing -Uri $DcrUri -Method PUT -Body $DcrPayload -Headers $Headers } Function ValidateFix-AzLogAnalyticsTableSchemaColumnNames { <# .SYNOPSIS Validates the column names in the schema are valid according the requirement for LogAnalytics tables Fixes any issues by rebuild the source object .DESCRIPTION Checks for prohibited column names - and adds new column with <name>_ - and removes prohibited column name Checks for column name length is under 45 characters Checks for column names must not start with _ (underscore) - or contain " " (space) or . (period) In case of issues, an new source object is build .PARAMETER Data This is the data array .INPUTS None. You cannot pipe objects .OUTPUTS Updated $DataVariable with valid column names .LINK https://github.com/KnudsenMorten/AzLogDcrIngestPS .EXAMPLE #------------------------------------------------------------------------------------------- # Variables #------------------------------------------------------------------------------------------- $Verbose = $true # $true or $false #------------------------------------------------------------------------------------------- # Collecting data (in) #------------------------------------------------------------------------------------------- $DNSName = (Get-CimInstance win32_computersystem).DNSHostName +"." + (Get-CimInstance win32_computersystem).Domain $ComputerName = (Get-CimInstance win32_computersystem).DNSHostName [datetime]$CollectionTime = ( Get-date ([datetime]::Now.ToUniversalTime()) -format "yyyy-MM-ddTHH:mm:ssK" ) $UserLoggedOnRaw = Get-Process -IncludeUserName -Name explorer | Select-Object UserName -Unique $UserLoggedOn = $UserLoggedOnRaw.UserName Write-Output "Get-Process is pretty slow .... take a cup coffee :-)" $DataVariable = Get-Process #------------------------------------------------------------------------------------------- # Preparing data structure #------------------------------------------------------------------------------------------- # convert CIM array to PSCustomObject and remove CIM class information $DataVariable = Convert-CimArrayToObjectFixStructure -data $DataVariable -Verbose:$Verbose # add CollectionTime to existing array $DataVariable = Add-CollectionTimeToAllEntriesInArray -Data $DataVariable -Verbose:$Verbose # add Computer & UserLoggedOn info to existing array $DataVariable = Add-ColumnDataToAllEntriesInArray -Data $DataVariable -Column1Name Computer -Column1Data $Env:ComputerName -Column2Name UserLoggedOn -Column2Data $UserLoggedOn -Verbose:$Verbose # adding prohibted columns to data - to demonstrate how it works $DataVariable = Add-ColumnDataToAllEntriesInArray -Data $DataVariable -Column1Name "Type" -Column1Data "MyDataType" -Verbose:$Verbose $DataVariable = Add-ColumnDataToAllEntriesInArray -Data $DataVariable -Column1Name "Id" -Column1Data "MyId" -Verbose:$Verbose # schema - before changes - we see columns named Type and Id (prohibited) Get-ObjectSchemaAsArray -Data $DataVariable -Verbose:$Verbose # Data before changes - we see columns named Type and Id (prohibited) $DataVariable[0] # Validating/fixing schema data structure of source data $DataVariable = ValidateFix-AzLogAnalyticsTableSchemaColumnNames -Data $DataVariable -Verbose:$verbose # schema - after changes - we see data was transferred to new columns (type_ and id_ - and the wrong columns (type, id) were removed Get-ObjectSchemaAsArray -Data $DataVariable -Verbose:$Verbose # Data after changes - we see data was transferred to new columns (type_ and id_ - and the wrong columns (type, id) were removed $DataVariable[0] #------------------------------------------------------------------------------------------- # Output #------------------------------------------------------------------------------------------- VERBOSE: Converting CIM array to Object & removing CIM class data in array .... please wait ! VERBOSE: Adding CollectionTime to all entries in array .... please wait ! VERBOSE: Adding columns to all entries in array .... please wait ! VERBOSE: Adding columns to all entries in array .... please wait ! VERBOSE: Adding columns to all entries in array .... please wait ! VERBOSE: Validating schema structure of source data ... Please Wait ! VERBOSE: ISSUE - Column name is prohibited [ Id ] VERBOSE: ISSUE - Column name is prohibited [ Type ] VERBOSE: ISSUE - Column name must start with character [ __NounName ] VERBOSE: ISSUE - Column name is prohibited [ Id ] VERBOSE: ISSUE - Column name is prohibited [ Type ] VERBOSE: ISSUE - Column name must start with character [ __NounName ] VERBOSE: Issues found .... fixing schema structure of source data ... Please Wait ! name type ---- ---- BasePriority int CollectionTime datetime Company dynamic Computer string Container dynamic CPU dynamic Description dynamic EnableRaisingEvents boolean ExitCode dynamic ExitTime dynamic FileVersion dynamic Handle int HandleCount int Handles int HasExited boolean Id string MachineName string MainModule dynamic MainWindowHandle int MainWindowTitle string MaxWorkingSet int MinWorkingSet int Modules dynamic Name string NonpagedSystemMemorySize int NonpagedSystemMemorySize64 int NPM int PagedMemorySize int PagedMemorySize64 int PagedSystemMemorySize int PagedSystemMemorySize64 int Path string PeakPagedMemorySize int PeakPagedMemorySize64 int PeakVirtualMemorySize int PeakVirtualMemorySize64 int PeakWorkingSet int PeakWorkingSet64 int PM int PriorityBoostEnabled boolean PriorityClass int PrivateMemorySize int PrivateMemorySize64 int PrivilegedProcessorTime dynamic ProcessName string ProcessorAffinity int Product dynamic ProductVersion dynamic Responding boolean SafeHandle dynamic SessionId int SI int Site dynamic StandardError dynamic StandardInput dynamic StandardOutput dynamic StartInfo dynamic StartTime datetime SynchronizingObject dynamic Threads dynamic TotalProcessorTime dynamic Type string UserLoggedOn string UserProcessorTime dynamic VirtualMemorySize int VirtualMemorySize64 int VM int WorkingSet int WorkingSet64 int WS int __NounName string AcrobatNotificationClient MyDataType BasePriority : 8 CollectionTime : 12-03-2023 17:10:15 Company : Computer : STRV-MOK-DT-02 Container : CPU : 0,015625 Description : EnableRaisingEvents : False ExitCode : ExitTime : FileVersion : Handle : 10044 HandleCount : 377 Handles : 377 HasExited : False Id_ : MyId MachineName : . MainModule : @{ModuleName=AcrobatNotificationClient.exe; FileName=C:\Program Files\WindowsApps\AcrobatNotificationClient_ 1.0.4.0_x86__e1rzdqpraam7r\AcrobatNotificationClient.exe; BaseAddress=6225920; ModuleMemorySize=438272; Entr yPointAddress=6460140; FileVersionInfo=; Site=; Container=} MainWindowHandle : 0 MainWindowTitle : MaxWorkingSet : 1413120 MinWorkingSet : 204800 Modules : {@{ModuleName=AcrobatNotificationClient.exe; FileName=C:\Program Files\WindowsApps\AcrobatNotificationClient _1.0.4.0_x86__e1rzdqpraam7r\AcrobatNotificationClient.exe; BaseAddress=6225920; ModuleMemorySize=438272; Ent ryPointAddress=6460140; FileVersionInfo=; Site=; Container=}, @{ModuleName=ntdll.dll; FileName=C:\WINDOWS\SY STEM32\ntdll.dll; BaseAddress=140715251924992; ModuleMemorySize=2179072; EntryPointAddress=0; FileVersionInf o=; Site=; Container=}, @{ModuleName=wow64.dll; FileName=C:\WINDOWS\System32\wow64.dll; BaseAddress=14071524 5764608; ModuleMemorySize=356352; EntryPointAddress=140715245870880; FileVersionInfo=; Site=; Container=}, @ {ModuleName=wow64base.dll; FileName=C:\WINDOWS\System32\wow64base.dll; BaseAddress=140715221450752; ModuleMe morySize=36864; EntryPointAddress=140715221454864; FileVersionInfo=; Site=; Container=}...} Name : AcrobatNotificationClient NonpagedSystemMemorySize : 23424 NonpagedSystemMemorySize64 : 23424 NPM : 23424 PagedMemorySize : 10592256 PagedMemorySize64 : 10592256 PagedSystemMemorySize : 466384 PagedSystemMemorySize64 : 466384 Path : C:\Program Files\WindowsApps\AcrobatNotificationClient_1.0.4.0_x86__e1rzdqpraam7r\AcrobatNotificationClient. exe PeakPagedMemorySize : 11440128 PeakPagedMemorySize64 : 11440128 PeakVirtualMemorySize : 318820352 PeakVirtualMemorySize64 : 318820352 PeakWorkingSet : 39202816 PeakWorkingSet64 : 39202816 PM : 10592256 PriorityBoostEnabled : True PriorityClass : 32 PrivateMemorySize : 10592256 PrivateMemorySize64 : 10592256 PrivilegedProcessorTime : @{Ticks=156250; Days=0; Hours=0; Milliseconds=15; Minutes=0; Seconds=0; TotalDays=1,80844907407407E-07; Tota lHours=4,34027777777778E-06; TotalMilliseconds=15,625; TotalMinutes=0,00026041666666666666; TotalSeconds=0,0 15625} ProcessName : AcrobatNotificationClient ProcessorAffinity : 65535 Product : ProductVersion : Responding : True SafeHandle : @{IsInvalid=False; IsClosed=False} SessionId : 1 SI : 1 Site : StandardError : StandardInput : StandardOutput : StartInfo : @{Verb=; Arguments=; CreateNoWindow=False; EnvironmentVariables=System.Object[]; Environment=System.Object[] ; RedirectStandardInput=False; RedirectStandardOutput=False; RedirectStandardError=False; StandardErrorEncod ing=; StandardOutputEncoding=; UseShellExecute=True; Verbs=System.Object[]; UserName=; Password=; PasswordIn ClearText=; Domain=; LoadUserProfile=False; FileName=; WorkingDirectory=; ErrorDialog=False; ErrorDialogPare ntHandle=0; WindowStyle=0} StartTime : 08-03-2023 22:22:46 SynchronizingObject : Threads : {@{BasePriority=8; CurrentPriority=8; Id=24524; PriorityBoostEnabled=True; PriorityLevel=0; PrivilegedProces sorTime=; StartAddress=140715252309904; StartTime=08-03-2023 22:22:46; ThreadState=5; TotalProcessorTime=; U serProcessorTime=; WaitReason=5; Site=; Container=}, @{BasePriority=8; CurrentPriority=9; Id=18836; Priority BoostEnabled=True; PriorityLevel=0; PrivilegedProcessorTime=; StartAddress=140715252309904; StartTime=08-03- 2023 22:22:46; ThreadState=5; TotalProcessorTime=; UserProcessorTime=; WaitReason=5; Site=; Container=}, @{B asePriority=8; CurrentPriority=8; Id=18608; PriorityBoostEnabled=True; PriorityLevel=0; PrivilegedProcessorT ime=; StartAddress=140715252309904; StartTime=08-03-2023 22:22:46; ThreadState=5; TotalProcessorTime=; UserP rocessorTime=; WaitReason=5; Site=; Container=}, @{BasePriority=8; CurrentPriority=9; Id=18832; PriorityBoos tEnabled=True; PriorityLevel=0; PrivilegedProcessorTime=; StartAddress=140715252309904; StartTime=08-03-2023 22:22:46; ThreadState=5; TotalProcessorTime=; UserProcessorTime=; WaitReason=5; Site=; Container=}...} TotalProcessorTime : @{Ticks=156250; Days=0; Hours=0; Milliseconds=15; Minutes=0; Seconds=0; TotalDays=1,80844907407407E-07; Tota lHours=4,34027777777778E-06; TotalMilliseconds=15,625; TotalMinutes=0,00026041666666666666; TotalSeconds=0,0 15625} Type_ : MyDataType UserLoggedOn : 2LINKIT\mok UserProcessorTime : @{Ticks=0; Days=0; Hours=0; Milliseconds=0; Minutes=0; Seconds=0; TotalDays=0; TotalHours=0; TotalMillisecon ds=0; TotalMinutes=0; TotalSeconds=0} VirtualMemorySize : 289554432 VirtualMemorySize64 : 289554432 VM : 289554432 WorkingSet : 6762496 WorkingSet64 : 6762496 WS : 6762496 NounName : #> [CmdletBinding()] param( [Parameter(mandatory)] [Array]$Data ) $ProhibitedColumnNames = @("_ResourceId","id","_ResourceId","_SubscriptionId","TenantId","Type","UniqueId","Title","Date") Write-Verbose " Validating schema structure of source data ... Please Wait !" #----------------------------------------------------------------------- # Initial check $IssuesFound = $false # loop through data ForEach ($Entry in $Data) { $ObjColumns = $Entry | Get-Member -MemberType NoteProperty ForEach ($Column in $ObjColumns) { # get column name $ColumnName = $Column.Name If ($ColumnName -in $ProhibitedColumnNames) # prohibited column names { $IssuesFound = $true Write-Verbose " ISSUE - Column name is prohibited [ $($ColumnName) ]" } ElseIf ($ColumnName -like "_*") # remove any leading underscores - column in DCR/LA must start with a character { $IssuesFound = $true Write-Verbose " ISSUE - Column name must start with character [ $($ColumnName) ]" } ElseIf ($ColumnName -like "*:*") # includes : (semicolon) { $IssuesFound = $true Write-Verbose " ISSUE - Column name include : (semicolon) - must be removed [ $($ColumnName) ]" } ElseIf ($ColumnName -like "*.*") # includes . (period) { $IssuesFound = $true Write-Verbose " ISSUE - Column name include . (period) - must be removed [ $($ColumnName) ]" } ElseIf ($ColumnName -like "* *") # includes whitespace " " { $IssuesFound = $true Write-Verbose " ISSUE - Column name include whitespace - must be removed [ $($ColumnName) ]" } ElseIf ($ColumnName.Length -gt 45) # trim the length to maximum 45 characters { $IssuesFound = $true Write-Verbose " ISSUE - Column length is greater than 45 characters (trimming column name is neccessary) [ $($ColumnName) ]" } } } If ($IssuesFound) { Write-Verbose " Issues found .... fixing schema structure of source data ... Please Wait !" $DataCount = ($Data | Measure-Object).Count $DataVariableQA = @() $Data | ForEach-Object -Begin { $i = 0 } -Process { # get column names $ObjColumns = $_ | Get-Member -MemberType NoteProperty ForEach ($Column in $ObjColumns) { # get column name $ColumnName = $Column.Name If ($ColumnName -in $ProhibitedColumnNames) # phohibited column names { $UpdColumn = $ColumnName + "_" $ColumnData = $_.$ColumnName $_ | Add-Member -MemberType NoteProperty -Name $UpdColumn -Value $ColumnData -Force $_.PSObject.Properties.Remove($ColumnName) } ElseIf ($ColumnName -like "*:*") # remove any : (semicolon) { $UpdColumn = $ColumnName.Replace(":","") $ColumnData = $Entry.$Column $_ | Add-Member -MemberType NoteProperty -Name $UpdColumn -Value $ColumnData -Force $_.PSObject.Properties.Remove($ColumnName) } ElseIf ($ColumnName -like "*.*") # remove any . (period) { $UpdColumn = $ColumnName.Replace(".","") $ColumnData = $Entry.$Column $_ | Add-Member -MemberType NoteProperty -Name $UpdColumn -Value $ColumnData -Force $_.PSObject.Properties.Remove($ColumnName) } ElseIf ($ColumnName -like "_*") # remove any leading underscores - column in DCR/LA must start with a character { $UpdColumn = $ColumnName.TrimStart("_") $ColumnData = $Entry.$Column $_ | Add-Member -MemberType NoteProperty -Name $UpdColumn -Value $ColumnData -Force $_.PSObject.Properties.Remove($ColumnName) } ElseIf ($ColumnName -like "* *") # remove any whitespaces { $UpdColumn = $ColumnName.TrimStart() $ColumnData = $Entry.$Column $_ | Add-Member -MemberType NoteProperty -Name $UpdColumn -Value $ColumnData -Force $_.PSObject.Properties.Remove($ColumnName) } ElseIf ($ColumnName.Length -gt 45) # trim the length to maximum 45 characters { $UpdColumn = $ColumnName.Substring(0,45) $ColumnData = $_.$Column $_ | Add-Member -MemberType NoteProperty -Name $UpdColumn -Value $ColumnData -Force $_.PSObject.Properties.Remove($ColumnName) } Else # write column name and data (OK) { $ColumnData = $_.$ColumnName $_ | Add-Member -MemberType NoteProperty -Name $ColumnName -Value $ColumnData -Force } } $DataVariableQA += $_ # Increment the $i counter variable which is used to create the progress bar. $i = $i+1 # Determine the completion percentage $Completed = ($i/$DataCount) * 100 Write-Progress -Activity "Validating/fixing schema structure of source object" -Status "Progress:" -PercentComplete $Completed } -End { $Data = $DataVariableQA Write-Progress -Activity "Validating/fixing schema structure of source object" -Status "Ready" -Completed } } Else { Write-Verbose " SUCCESS - No issues found in schema structure" } Return [array]$Data } # SIG # Begin signature block # MIIXHgYJKoZIhvcNAQcCoIIXDzCCFwsCAQExDzANBglghkgBZQMEAgEFADB5Bgor # BgEEAYI3AgEEoGswaTA0BgorBgEEAYI3AgEeMCYCAwEAAAQQH8w7YFlLCE63JNLG # KX7zUQIBAAIBAAIBAAIBAAIBADAxMA0GCWCGSAFlAwQCAQUABCD85wo6hq0yB7t0 # ovH5YoAD1aWj4nlWKpEU2+86uK6YE6CCE1kwggVyMIIDWqADAgECAhB2U/6sdUZI # k/Xl10pIOk74MA0GCSqGSIb3DQEBDAUAMFMxCzAJBgNVBAYTAkJFMRkwFwYDVQQK # ExBHbG9iYWxTaWduIG52LXNhMSkwJwYDVQQDEyBHbG9iYWxTaWduIENvZGUgU2ln # bmluZyBSb290IFI0NTAeFw0yMDAzMTgwMDAwMDBaFw00NTAzMTgwMDAwMDBaMFMx # CzAJBgNVBAYTAkJFMRkwFwYDVQQKExBHbG9iYWxTaWduIG52LXNhMSkwJwYDVQQD # EyBHbG9iYWxTaWduIENvZGUgU2lnbmluZyBSb290IFI0NTCCAiIwDQYJKoZIhvcN # AQEBBQADggIPADCCAgoCggIBALYtxTDdeuirkD0DcrA6S5kWYbLl/6VnHTcc5X7s # k4OqhPWjQ5uYRYq4Y1ddmwCIBCXp+GiSS4LYS8lKA/Oof2qPimEnvaFE0P31PyLC # o0+RjbMFsiiCkV37WYgFC5cGwpj4LKczJO5QOkHM8KCwex1N0qhYOJbp3/kbkbuL # ECzSx0Mdogl0oYCve+YzCgxZa4689Ktal3t/rlX7hPCA/oRM1+K6vcR1oW+9YRB0 # RLKYB+J0q/9o3GwmPukf5eAEh60w0wyNA3xVuBZwXCR4ICXrZ2eIq7pONJhrcBHe # OMrUvqHAnOHfHgIB2DvhZ0OEts/8dLcvhKO/ugk3PWdssUVcGWGrQYP1rB3rdw1G # R3POv72Vle2dK4gQ/vpY6KdX4bPPqFrpByWbEsSegHI9k9yMlN87ROYmgPzSwwPw # jAzSRdYu54+YnuYE7kJuZ35CFnFi5wT5YMZkobacgSFOK8ZtaJSGxpl0c2cxepHy # 1Ix5bnymu35Gb03FhRIrz5oiRAiohTfOB2FXBhcSJMDEMXOhmDVXR34QOkXZLaRR # kJipoAc3xGUaqhxrFnf3p5fsPxkwmW8x++pAsufSxPrJ0PBQdnRZ+o1tFzK++Ol+ # A/Tnh3Wa1EqRLIUDEwIrQoDyiWo2z8hMoM6e+MuNrRan097VmxinxpI68YJj8S4O # JGTfAgMBAAGjQjBAMA4GA1UdDwEB/wQEAwIBhjAPBgNVHRMBAf8EBTADAQH/MB0G # A1UdDgQWBBQfAL9GgAr8eDm3pbRD2VZQu86WOzANBgkqhkiG9w0BAQwFAAOCAgEA # Xiu6dJc0RF92SChAhJPuAW7pobPWgCXme+S8CZE9D/x2rdfUMCC7j2DQkdYc8pzv # eBorlDICwSSWUlIC0PPR/PKbOW6Z4R+OQ0F9mh5byV2ahPwm5ofzdHImraQb2T07 # alKgPAkeLx57szO0Rcf3rLGvk2Ctdq64shV464Nq6//bRqsk5e4C+pAfWcAvXda3 # XaRcELdyU/hBTsz6eBolSsr+hWJDYcO0N6qB0vTWOg+9jVl+MEfeK2vnIVAzX9Rn # m9S4Z588J5kD/4VDjnMSyiDN6GHVsWbcF9Y5bQ/bzyM3oYKJThxrP9agzaoHnT5C # JqrXDO76R78aUn7RdYHTyYpiF21PiKAhoCY+r23ZYjAf6Zgorm6N1Y5McmaTgI0q # 41XHYGeQQlZcIlEPs9xOOe5N3dkdeBBUO27Ql28DtR6yI3PGErKaZND8lYUkqP/f # obDckUCu3wkzq7ndkrfxzJF0O2nrZ5cbkL/nx6BvcbtXv7ePWu16QGoWzYCELS/h # AtQklEOzFfwMKxv9cW/8y7x1Fzpeg9LJsy8b1ZyNf1T+fn7kVqOHp53hWVKUQY9t # W76GlZr/GnbdQNJRSnC0HzNjI3c/7CceWeQIh+00gkoPP/6gHcH1Z3NFhnj0qinp # J4fGGdvGExTDOUmHTaCX4GUT9Z13Vunas1jHOvLAzYIwggbmMIIEzqADAgECAhB3 # vQ4DobcI+FSrBnIQ2QRHMA0GCSqGSIb3DQEBCwUAMFMxCzAJBgNVBAYTAkJFMRkw # FwYDVQQKExBHbG9iYWxTaWduIG52LXNhMSkwJwYDVQQDEyBHbG9iYWxTaWduIENv # ZGUgU2lnbmluZyBSb290IFI0NTAeFw0yMDA3MjgwMDAwMDBaFw0zMDA3MjgwMDAw # MDBaMFkxCzAJBgNVBAYTAkJFMRkwFwYDVQQKExBHbG9iYWxTaWduIG52LXNhMS8w # LQYDVQQDEyZHbG9iYWxTaWduIEdDQyBSNDUgQ29kZVNpZ25pbmcgQ0EgMjAyMDCC # AiIwDQYJKoZIhvcNAQEBBQADggIPADCCAgoCggIBANZCTfnjT8Yj9GwdgaYw90g9 # z9DljeUgIpYHRDVdBs8PHXBg5iZU+lMjYAKoXwIC947Jbj2peAW9jvVPGSSZfM8R # Fpsfe2vSo3toZXer2LEsP9NyBjJcW6xQZywlTVYGNvzBYkx9fYYWlZpdVLpQ0LB/ # okQZ6dZubD4Twp8R1F80W1FoMWMK+FvQ3rpZXzGviWg4QD4I6FNnTmO2IY7v3Y2F # QVWeHLw33JWgxHGnHxulSW4KIFl+iaNYFZcAJWnf3sJqUGVOU/troZ8YHooOX1Re # veBbz/IMBNLeCKEQJvey83ouwo6WwT/Opdr0WSiMN2WhMZYLjqR2dxVJhGaCJedD # CndSsZlRQv+hst2c0twY2cGGqUAdQZdihryo/6LHYxcG/WZ6NpQBIIl4H5D0e6lS # TmpPVAYqgK+ex1BC+mUK4wH0sW6sDqjjgRmoOMieAyiGpHSnR5V+cloqexVqHMRp # 5rC+QBmZy9J9VU4inBDgoVvDsy56i8Te8UsfjCh5MEV/bBO2PSz/LUqKKuwoDy3K # 1JyYikptWjYsL9+6y+JBSgh3GIitNWGUEvOkcuvuNp6nUSeRPPeiGsz8h+WX4VGH # aekizIPAtw9FbAfhQ0/UjErOz2OxtaQQevkNDCiwazT+IWgnb+z4+iaEW3VCzYkm # eVmda6tjcWKQJQ0IIPH/AgMBAAGjggGuMIIBqjAOBgNVHQ8BAf8EBAMCAYYwEwYD # VR0lBAwwCgYIKwYBBQUHAwMwEgYDVR0TAQH/BAgwBgEB/wIBADAdBgNVHQ4EFgQU # 2rONwCSQo2t30wygWd0hZ2R2C3gwHwYDVR0jBBgwFoAUHwC/RoAK/Hg5t6W0Q9lW # ULvOljswgZMGCCsGAQUFBwEBBIGGMIGDMDkGCCsGAQUFBzABhi1odHRwOi8vb2Nz # cC5nbG9iYWxzaWduLmNvbS9jb2Rlc2lnbmluZ3Jvb3RyNDUwRgYIKwYBBQUHMAKG # Omh0dHA6Ly9zZWN1cmUuZ2xvYmFsc2lnbi5jb20vY2FjZXJ0L2NvZGVzaWduaW5n # cm9vdHI0NS5jcnQwQQYDVR0fBDowODA2oDSgMoYwaHR0cDovL2NybC5nbG9iYWxz # aWduLmNvbS9jb2Rlc2lnbmluZ3Jvb3RyNDUuY3JsMFYGA1UdIARPME0wQQYJKwYB # BAGgMgEyMDQwMgYIKwYBBQUHAgEWJmh0dHBzOi8vd3d3Lmdsb2JhbHNpZ24uY29t # L3JlcG9zaXRvcnkvMAgGBmeBDAEEATANBgkqhkiG9w0BAQsFAAOCAgEACIhyJsav # +qxfBsCqjJDa0LLAopf/bhMyFlT9PvQwEZ+PmPmbUt3yohbu2XiVppp8YbgEtfjr # y/RhETP2ZSW3EUKL2Glux/+VtIFDqX6uv4LWTcwRo4NxahBeGQWn52x/VvSoXMNO # Ca1Za7j5fqUuuPzeDsKg+7AE1BMbxyepuaotMTvPRkyd60zsvC6c8YejfzhpX0FA # Z/ZTfepB7449+6nUEThG3zzr9s0ivRPN8OHm5TOgvjzkeNUbzCDyMHOwIhz2hNab # XAAC4ShSS/8SS0Dq7rAaBgaehObn8NuERvtz2StCtslXNMcWwKbrIbmqDvf+28rr # vBfLuGfr4z5P26mUhmRVyQkKwNkEcUoRS1pkw7x4eK1MRyZlB5nVzTZgoTNTs/Z7 # KtWJQDxxpav4mVn945uSS90FvQsMeAYrz1PYvRKaWyeGhT+RvuB4gHNU36cdZytq # tq5NiYAkCFJwUPMB/0SuL5rg4UkI4eFb1zjRngqKnZQnm8qjudviNmrjb7lYYuA2 # eDYB+sGniXomU6Ncu9Ky64rLYwgv/h7zViniNZvY/+mlvW1LWSyJLC9Su7UpkNpD # R7xy3bzZv4DB3LCrtEsdWDY3ZOub4YUXmimi/eYI0pL/oPh84emn0TCOXyZQK8ei # 4pd3iu/YTT4m65lAYPM8Zwy2CHIpNVOBNNwwggb1MIIE3aADAgECAgx5Y9ljauM7 # cdkFAm4wDQYJKoZIhvcNAQELBQAwWTELMAkGA1UEBhMCQkUxGTAXBgNVBAoTEEds # b2JhbFNpZ24gbnYtc2ExLzAtBgNVBAMTJkdsb2JhbFNpZ24gR0NDIFI0NSBDb2Rl # U2lnbmluZyBDQSAyMDIwMB4XDTIzMDMyNzEwMjEzNFoXDTI2MDMyMzE2MTgxOFow # YzELMAkGA1UEBhMCREsxEDAOBgNVBAcTB0tvbGRpbmcxEDAOBgNVBAoTBzJsaW5r # SVQxEDAOBgNVBAMTBzJsaW5rSVQxHjAcBgkqhkiG9w0BCQEWD21va0AybGlua2l0 # Lm5ldDCCAiIwDQYJKoZIhvcNAQEBBQADggIPADCCAgoCggIBAMykjWtM6hY5IRPe # VIVB+yX+3zcMJQR2gjTZ81LnGVRE94Zk2GLFAwquGYWt1shoTHTV5j6Ef2AXYBDV # kNruisJVJ17UsMGdsU8upwdZblFbLNzLw+qBXVC/OUVua9M0cub7CfUNkn/Won4D # 7i41QyuDXdZFOIfRhZ3qnCYCJCSgYLoUXAS6xei2tPkkk1w8aXEFxybyy7eRqQjk # HqIS5N4qH3YQkz+SbSlz/yj6mD65H5/Ts+lZxX2xL/8lgJItpdaJx+tarprv/tT+ # +n9a13P53YNzCWOmyhd376+7DMXxxSzT24kq13Ks3xnUPGoWUx2UPRnJHjTWoBfg # Y7Zd3MffrdO0QEoDC9X5F5boh6oankVSOdSPRFns085KI+vkbt3bdG62MIeUbNtS # v7mZBX8gcYv0szlo0ey7bbOJWoiZFT2fB+pBVvxDhpYP0/3aFveM1wfhshaJBhxx # /2GCswYYBHH7B3+8j4BT8N8S030q4snys2Qt9tdFIHvSV7lIw/yorT1WM1cr+Lqo # 74eR+Hi982db0k68p2BGdCOY0QhhaNqxufwbK+gVWrQY57GIX/1cUrBt0akMsli2 # 19xVmUGhIw85ZF7wcQplhslbUxyNUilY+c93q1bsIFjaOnjjvo56g+kyKICm5zsG # FQLRVaXUSLY+i8NSiH8fd64etaptAgMBAAGjggGxMIIBrTAOBgNVHQ8BAf8EBAMC # B4AwgZsGCCsGAQUFBwEBBIGOMIGLMEoGCCsGAQUFBzAChj5odHRwOi8vc2VjdXJl # Lmdsb2JhbHNpZ24uY29tL2NhY2VydC9nc2djY3I0NWNvZGVzaWduY2EyMDIwLmNy # dDA9BggrBgEFBQcwAYYxaHR0cDovL29jc3AuZ2xvYmFsc2lnbi5jb20vZ3NnY2Ny # NDVjb2Rlc2lnbmNhMjAyMDBWBgNVHSAETzBNMEEGCSsGAQQBoDIBMjA0MDIGCCsG # AQUFBwIBFiZodHRwczovL3d3dy5nbG9iYWxzaWduLmNvbS9yZXBvc2l0b3J5LzAI # BgZngQwBBAEwCQYDVR0TBAIwADBFBgNVHR8EPjA8MDqgOKA2hjRodHRwOi8vY3Js # Lmdsb2JhbHNpZ24uY29tL2dzZ2NjcjQ1Y29kZXNpZ25jYTIwMjAuY3JsMBMGA1Ud # JQQMMAoGCCsGAQUFBwMDMB8GA1UdIwQYMBaAFNqzjcAkkKNrd9MMoFndIWdkdgt4 # MB0GA1UdDgQWBBQxxpY2q5yrKa7VFODTZhTfPKmyyTANBgkqhkiG9w0BAQsFAAOC # AgEAe38NgZR4IV9u264/n/jiWlHbBu847j1vpN6dovxMvdUQZ780eH3JzcvG8fo9 # 1uO1iDIZksSigiB+d8Sj5Yvh+oXlfYEffjIQCwcIlWNciOzWYZzl9qPHXgdTnaIu # JA5cR846TepQLVMXc1Yb72Z7OGjldmRIxGjRimDsmzY+TdTu15lF4IkUj0VJhr8F # PYOdEVZVOXHtPmUjPqsq9M7WpALYbc0pUawcy0FOOwXqzaCk7O3vMXej4Oycm6RB # GfRH3JPOCvH2ddiIfPq2Lce4nhTuLsgumBJE2vOalVddIfTBjE9PpMub15lHyp1m # fW0ZJvXOghPvRqufMT3SjPTHt6PV8LwhQD8BiGSZ9rp94js4xTnGexSOFKLLMxWE # PTr5EPe3kmtspGgKCqLEZvsMYz7JlWNuaHBy+vdQZWV3376luwV4IHfGT+1wxe0E # 90dMRI+9SNIKkVvKV3FUtToZUh3Np4cCIHJLQ1eslXFzIJa6wrjVsnWM/3OyedpQ # JERGNYXlVmxdgGFjrY1I6UWII0Y1iZW3t+JvhXosUaha8i/YSxaDH+5H/Klad2OZ # Xq4Eg39QxkCELbmJmSU0sUYNnl0JTEu6jJY9UJMFikzf5s3p2ZuKdyMbRgN5GNNV # 883meI/X5KVHBJDG1epigMer7fFXMVZUGoI12iIz/gOolQExggMbMIIDFwIBATBp # MFkxCzAJBgNVBAYTAkJFMRkwFwYDVQQKExBHbG9iYWxTaWduIG52LXNhMS8wLQYD # VQQDEyZHbG9iYWxTaWduIEdDQyBSNDUgQ29kZVNpZ25pbmcgQ0EgMjAyMAIMeWPZ # Y2rjO3HZBQJuMA0GCWCGSAFlAwQCAQUAoIGEMBgGCisGAQQBgjcCAQwxCjAIoAKA # AKECgAAwGQYJKoZIhvcNAQkDMQwGCisGAQQBgjcCAQQwHAYKKwYBBAGCNwIBCzEO # MAwGCisGAQQBgjcCARUwLwYJKoZIhvcNAQkEMSIEIOVjDc3b9YNHMZKG3jj6ncJI # WjJBX4I6uxQU0LdraTpyMA0GCSqGSIb3DQEBAQUABIICAEMkrZAe7x6FdUJnpZvM # hWMcM2bo4m3S8ewKOuWuvmGrzdd8b/+Ko/KKdiYbrHD2kLdtV/tALJTrV2NWw/nk # pSYLwqnOE3I6AKNpV2thtDA2743P7ZErrraN8Iv84Biw264AYnIzWs9eIKe0B+xF # jwlNWIdxBNLAncRc9axQRInfE8M84xFtSMSk1iJ6Nkd5JWD4SBkVU8/DA/f2X2rz # 4uzgL/dNZy+R7FuECqjRKfXHVw0+gj2YID+cAZcQq199P9BnJenxC4EmM4SbcQVN # kh0b6M7z0YXGkHxuoRn+ohr+Hg42WtiSCpH482VnS5WiUMKPCk0FPDgEylAYkNg9 # 8JEvq6PHiWMKxM7K1SlvDkGqm96Yswm+RHpGYsUOiOMoK8OIE7lIoMOnn8x59Gru # NAWcY2Xn7UHQ6s8Dq9XATeOUuyj2TpEBoWJkGNrZPj2JF0ZSh2MY8QG4g2mM0scC # vCVdFkQA4PLbN//lAmcWV3TVeezAJuHIRMS2hdAilOXpDCvCTI4lrXZHu92J2Ubf # vESTaYZHt2RwKOq5gjGi09E04fQJw5upBMle4+RyKqnEp+5+EV6CHRMRMsNLCYQJ # PQmZ1xChMaE6dkMLj8OpoUwQ3uqVxwVQ3ul100tcG51wtCS5ef/kKJgKvUPoPB/p # VxqvmqShsB1MdD5xG1+O3o/V # SIG # End signature block |