Tag Archives: MimboloveOMS
Managing the life cycle of PowerShell module assets in your Azure Automation accounts can be challenging. If you are currently using Azure Automation, you may have already noticed the following behaviours when managing the module assets:
1. It is difficult to automate the module asset deployment process.
If you want to automate the module deployment to your Automation Account (i.e. using the PowerShell cmdlet New-AzureRmAutomationModule), you must ensure the module that you are trying to import is zipped into a zip file and located on a public location where Azure Automation can read via HTTP (i.e. Azure Blob storage). In my opinion, this is over complicated.
2. Modules are not deployed to the Hybrid Workers automatically
If you are using Hybrid Workers, you must also manage the modules separately. Unlike Azure runbook workers, Azure Automation does not automatically deploy modules to Hybrid Workers. This means when you import a module to your Azure Automation account, you must also manually deploy it to your Hybrid Worker computers.
3. Difficult to maintain module version consistencies.
Since managing modules in your Azure Automation accounts and hybrid workers are two separate processes, it is hard to make sure the versions of your module assets are consistent between your automation account and hybrid worker computers.
Over the past few months, I have invested lot of my time on MyGet and looking for ways to close these gaps. Few months ago, I have released a PowerShell DSC Resource module called cPowerShellPackageManagement (http://blog.tyang.org/2016/09/15/powershell-dsc-resource-for-managing-repositories-and-modules/). By using this DSC resource module, we can easily develop DSC configurations for computers (such as Hybrid Workers) to automatically install modules from a PowerShell module repository (i.e. a MyGet feed). This approach closes the gaps of managing Hybrid Worker computers (item #2 on the list above). Today, I am going to discuss how we can tackle item #1 and #3. Before I start talking about my solutions, let me quickly introduce MyGet first.
What is MyGet?
Myget (www.myget.org) is a SaaS based package repository hosted on the cloud. It supports all the popular package providers such as NuGet, Npm etc. It can host both private and public repository (called a feed) for you or your organisation.
If you come from a developer or DevOps background, you may have already heard about MyGet in the past, or have used similar on-premises package repositories (such as ProGet). If you are an IT Pro, since you are reading this blog post right now, you must be familiar with PowerShell, therefore must have heard or used PowerShell Gallery (https://powershellgallery.com). You can use MyGet the same way as PowerShell Gallery in PowerShell version 5 and later, except you have absolute control of the content in your feeds. Also, if you are using a paid MyGet account, you can have private feeds and you can control the access by issuing API keys. You can also create multiple feeds that contain different packages (PowerShell modules in this case). i.e. if you develop PowerShell modules, you can have a Dev feed for you to use during development, and also Test and Production feeds for testing and production uses.
Why Do I Need MyGet?
You may be a little bit hesitate to use PowerShell Gallery because it is 100% public. As a regular user like everyone else, you can only do very little. i.e. you can publish modules to PowerShell gallery, but you can’t guarantee your modules will stay there forever. Microsoft may decide to un-list your modules if they find problems with it (i.e. failed to comply with the rules set in the PSScriptAnalyzer). You also don’t have access to delete your modules from PowerShell Gallery. You can un-list your modules, but they are still hosted there. To me, PowerShell Gallery is more like a community platform that allows everyone to share their work, but you should not use it in any production environments because you don’t have any controls on the content, how can you make sure the content you need is going to be there tomorrow?
MyGet allows you to create feeds that you have total control, and as I mentioned already, with a paid MyGet account, you can have private feeds to host your IPs that you don’t want to share with the rest of the world.
MyGet also ships with other awesome features, such as Webhook support.
Automating Module Deployment to Automation Account
I have developed a runbook that retrieves a list of modules from a repository (i.e. your MyGet feed), and import each module to the Automation account of where the runbook resides, if the module does not exist or the version is lower than the latest available version from the module repository. Before importing, the runbook also tries to work out the module dependencies and import required modules in groups (i.e. the modules without dependencies are imported first). Here’s the runbook source code:
Note: this runbook does not download and zip up PowerShell modules from the repository feed. Instead, it construct the URI to the underlying NuGet package and import the package directly to your automation account.
In order to use the runbook, you will need to create a automation variable first.
Value: <the source location URI to your repository feed>
Note: if you are not sure what is the source location URI for your feed, check out this help document from MyGet website: http://docs.myget.org/docs/how-to/publish-a-powershell-module-to-myget. However, I don’t believe the documentation is 100% accurate. Based on my experience, no matter if you are using private or public feeds, the Source location URI should be:
The API key is available on the MyGet portal:
if you have connected to the feed as a PowerShell repository, you can also check using Get-PSRepository cmdlet:
Other than the automation variable, you will also need to make sure you have the AzureRunAsConnection connection asset and associated certificate asset created. these assets are created automatically by default when you created your Azure Automation account:
If you don’t have this connection asset, you can manually create it using PowerShell – this process is documented here: https://docs.microsoft.com/en-au/azure/automation/automation-sec-configure-azure-runas-account
Once the runbook and all required assets are in place, you will also need to create a webhook for the runbook. It is OK to configure the webhook to target Azure workers (although targeting hybrid worker group is also OK, but not necessary).
Once the webhook is created, go to MyGet portal, go to your feed then go to the Webhook section and add a HTTP POST webhook
then enter a description and paste the runbook webhook URL. for the webhook trigger, only tick “Package Added”:
Once the webhook trigger is created, everything is good to go. when next time you add a PowerShell module or update an existing module on your MyGet feed, it will automatically trigger the Azure Automation runbook, which will find the modules need to be imported and updated, and attempt to import them one a time.
Once you have configured your MyGet feed as a PowerShell repository on a computer running PowerShell v 5 or later, you can publish modules located on your local computer to the feed using Publish-Module cmdlet. You can also configure MyGet to get modules from another repository such as PowerShell Gallery. I have blogged this previously: http://blog.tyang.org/2016/09/20/pushing-powershell-modules-from-powershell-gallery-to-your-myget-feeds-directly/
If you want to configure multiple Automation accounts to sync with a single MyGet feed, you can simply create the runbook and required assets in each automation account, and add a webhook trigger for each instance of the runbook within your MyGet feed.
Things to Watchout
there are few things that you need to watch out when using this solution:
1. be aware of the limitations in Azure Automation
Some of these limitations may impact your module imports. you can find the official documentation here: https://docs.microsoft.com/en-us/azure/azure-subscription-service-limits#automation-limits
2. Unlike any NuGet repositories such as PowerShell Gallery and MyGet, Azure Automation does not support storing different versions of same module
This may cause some of the module imports to fail. For example, if you have a module called ModuleA (version 1.0) that is a dependency to ModuleB version 1.0. You have ModuleA 1.0, ModuleB 1.0 and 2.0 in your MyGet repository, the runbook will firstly import ModuleB 2.0 to your automation account first. then when it tries to import ModuleA 1.0, it may fail because it does not pass the validation test (by importing ModuleA 1.0 on the runbook worker computer). so prior to committing these kind of packages to a feed that’s being used by Azure Automation, make sure you test it first on another feed, and make sure you can successfully install and import the module on your local computer.
3. Do not load too many modules to the feed initially
Module import into Azure Automation account takes a lot of time. when running a runbook job on Azure workers, the runbook can run maximum 3 hours due to its fair share policy. so if you have a lot of modules to load in the beginning, you need to make sure the runbook job can be completed within 3 hours. or you may have to rerun the runbook to pickup the modules didn’t get imported in the previous runbook job. Alternatively, you can configure the runbook to run on a Hybrid Worker group, because the fair share policy does not apply when the job is being executed on hybrid workers.
If you use a dedicated MyGet feed to host all required modules for Azure Automation, you can use the cPowerShellPackageManagement DSC resource module I mentioned earlier in this blog post to automate the module deployment to Hybrid Workers. In the same time, by using the method described in this blog post, you have also got the Automation account covered.
Therefore, if you have both DSC configured for Hybrid Workers (i.e using Azure Automation DSC), and have this runbook and webhook configured, by adding a new package to your MyGet feed, your entire Azure Automation infrastructure is updated automatically.
My MVP buddy Alex Verkinderen also also done some interesting integration between MyGet and PowerShell Gallery. He is going to publish his innovation on his blog (http://www.mscloud.be/) soon, so make sure you subscribe to his blog .
Lastly, thanks Alex for testing the runbook for me, and if anyone has any questions or suggestions, please feel free to contact me.
PowerShell Gallery has a very cool feature that allows you to import modules directly to your Azure Automation Account using the “Deploy to Azure Automation” button. However, if you want to automate the module deployment process, you most likely have to firstly download the module, zip it up and then upload to a place where the Azure Automation account can access via HTTP. This is very troublesome process.
I have written a PowerShell script that allows you to search PowerShell modules from ANY PowerShell Repositories that has been registered on your computer and deploy the module DIRECTLY to the Azure Automation account without having to download it first. You can use this script to import new modules or updating existing modules to your Automation account.
This script is designed to run interactively. You will be prompted to enter details such as module name, version, Azure credential, selecting Azure subscription and Azure Automation account etc.
The script works out the URI to the actual NuGet package for the module and import it directly to Azure Automation account. As you can see from above screenshot, Other than the PowerShell Gallery, I have also registered a private repository hosted on MyGet.org, and I am able to deploy modules directly from my private MyGet feed to my Azure Automation account.
If you want to automate this process, you can easily make a non-interactive version of this script and parameterize all required inputs.
So, here’s the script, and feedback is welcome:
I have been refreshing my lab servers to Windows Server 2016. I’m using the Non GUI version (Server Core) wherever is possible.
When working on Server Core servers, I found it is troublesome that I can’t access the Microsoft Monitoring Agent applet in Control Panel:
Although I can use PowerShell and the MMA agent COM object AgentConfigManager.MgmtSvcCfg, Sometime it is easier to use the applet.
After some research, I found the applet can be launched using command line:
C:\Program Files\Microsoft Monitoring Agent\Agent\AgentControlPanel.exe
Microsoft’s PFE Wei Hao Lim has published an awesome blog post that maps OpsMgr ACS reports to OMS search queries (https://blogs.msdn.microsoft.com/wei_out_there_with_system_center/2016/07/25/mapping-acs-reports-to-oms-search-queries/)
There are 36 queries on Wei’s list, so it will take a while to manually create them all as saved searches via the OMS Portal. Since I can see that I will reuse these saved searches in many OMS engagements, I have created a script to automatically create them using the OMS PowerShell Module AzureRM.OperationalInsights.
So here’s the script:
You must run this script in PowerShell version 5 or later. Lastly, thanks Wei for sharing these valuable queries with the community!
The OMSDataInjection module was only updated to v1.1.1 less than 2 weeks ago. I had to update it again to reflect the cater for the changes in the OMS HTTP Data Collector API.
I only found out last night after been made aware people started getting errors using this module that the HTTP response code for a successful injection has changed from 202 to 200. The documentation for the API was updated few days ago (as I can see from GitHub):
This is what’s been updated in this release:
- Updated injection result error handling to reflect the change of the OMS HTTP Data Collector API response code for successful injection.
- Changed the UTCTimeGenerated input parameter from mandatory to optional. When it is not specified, the injection time will be used for the TimeGenerated field in OMS log entry.
If you are using the OMSDataInjection module, I strongly recommend you to update to this release.
PowerShell Gallery: https://www.powershellgallery.com/packages/OMSDataInjection
Currently in OMS, there are 3 assessment solutions for various Microsoft products. They are:
- Active Directory Assessment Solution
- SQL Server Assessment Solution
- SCOM Assessment Solution
Few days ago, I needed to export the assessment rules from each solution and handover to a customer (so they know exactly what areas are being assessed). So I developed the following queries to extract the details of the assessment rules:
AD Assessment Solution query:
Type=ADAssessmentRecommendation | Dedup Recommendation | select FocusArea,AffectedObjectType,Recommendation,Description | Sort FocusArea
SQL Server Assessment Solution query:
Type=SQLAssessmentRecommendation | Dedup Recommendation | select FocusArea,AffectedObjectType,Recommendation,Description | Sort FocusArea
SCOM Assessment Solution query:
Type=SCOMAssessmentRecommendation | Dedup Recommendation | select FocusArea,AffectedObjectType,Recommendation,Description | Sort FocusArea
In order to use these queries, you need to make sure these solutions are enabled and already collecting data. You may also need to change the search time window to at least last 7 days because by default, assessment solutions only run once a week.
Once you get the result in the OMS portal, you can easily export it to CSV file by hitting the Export button.
Over the last few days, I had an requirement injecting events from .evtx files into OMS Log Analytics. A typical .evtx file that I need to process contains over 140,000 events. Since the Azure Automation runbook have the maximum execution time of 3 hours, in order to make the runbook more efficient, I also had to update my OMSDataInjection PowerShell module to support bulk insert (http://blog.tyang.org/2016/12/05/omsdatainjection-powershell-module-updated/).
I have publish the runbook on GitHub Gist:
Note: In order to use this runbook, you MUST use the latest OMSDataInjection module (version 1.1.1) because of the bulk insert.
You will need to specify the following parameters:
- EvtExportPath – the file path (i.e. a SMB share) to the evtx file.
- OMSConnectionName – the name of the OMSWorkspace connection asset you have created previously. this connection is defined in the OMSDataInjection module
- OMSLogTypeName – The OMS log type name that you wish to use for the injected events.
- BatchLimit – the number of events been injected in a single bulk request. This is an optional parameter, the default value is 1000 if it is not specified.
- OMSTimeStampFieldName – For the OMS HTTP Data Collector API, you will need to tell the API which field in your log represent the timestamp. since all events extracted from .evtx files all have a “TimeCreated” field, the default value for this parameter is ‘TimeCreated’.
You can further customise the runbook and choose which fields from the evtx events that you wish to exclude. For the fields that you wish to exclude, you need to add them to the $arrSkippedProperties array variable (line 25 – 31). I have already pre-populated it with few obvious ones, you can add and remove them to suit your requirements.
Lastly, sometimes you will get events that their formatted description cannot be displayed. i.e.
When the runbook cannot get the formatted description of event, it will use the XML content as the event description instead.
Sample event injected by this runbook:
I’ve updated the OMSDataInjection PowerShell module to version 1.1.1. I have added support for bulk insert into OMS.
Now you can pass in an array of PSObject or plain JSON payload with multiple log entries. The module will check for the payload size and make sure it is below the supported limit of 30MB before inserting into OMS.
You can get the new version from both PowerShell Gallery and GitHub:
PowerShell Gallery: https://www.powershellgallery.com/packages/OMSDataInjection/1.1.1
Back in September, the Power BI team introduced the Forecasting preview feature in Power BI Desktop. I was really excited to see this highly demanded feature finally been made available. However, it was only a preview feature in Power BI Desktop, it was not available in Power BI online. Few days ago, when the Power BI November update was introduced, this feature has come out of preview and became available also on Power BI Online.
In the cloud and data centre management context, forecasting plays a very important role in capacity planning. Earlier this year, before the OMS Capacity Planning solution V1 has been taken off the shelve, I have written couple of posts comparing OMS Capacity Planning solution and OpsLogix OpsMgr Capacity Report MP, and OpsLogix Capacity Report MP overview. But ever since the OMS Capacity Planning solution was removed, at the moment, we don’t have a capacity planning solution for OMS data sources – the OpsLogix Capacity Report MP is 100% based on OpsMgr.
Power BI Forecasting Feature
When I read the Power BI November update announcement few days ago, I was really excited because the Forecasting feature is finally available on Power BI Online, which means I can use this feature on OMS data sources (such as performance data).
Since I already have configured OMS to pump data to Power BI, it only took me around 15 minutes and I have created an OMS Performance Forecasting report in Power BI:
I’m going to show you how to create this report in the remaining of this post.
01. Make sure you have already configured OMS to inject performance data (Type=Perf) to Power BI.
02. Download required Power BI custom visuals
In this report, I’m using two Power BI custom visuals that are not available out of the box, you will need to download the following from the Power BI Visuals Gallery:
- Hierarchy Slicer (https://app.powerbi.com/visuals/show/HierarchySlicer1458836712039)
- Timeline (https://app.powerbi.com/visuals/show/Timeline1447991079100)
Creating the report
01. Click on the data source for OMS perf data, you will see a blank canvas. firstly, import the above mentioned visuals to the report
02. Add a text box on the top of the report page for the report title
03. Add a Hierarchy Slicer
Configure the slicer to filter on the following fields (in the specific order):
and make sure Single Select on (default value). Optionally, give the visual a title:
04. Add a line chart to the centre of the report. Drag TimeGenerated field to Axis and CounterValue to Values. For CounterValues, choose the average value.
Give the visual a title.
Note: DO NOT configure the “Legend” field for the line chart visual, otherwise the forecasting feature will be disabled.
05. In the Analytics pane of the Line Chart visual, configure forecast based on your requirements
06. Optionally, also add a Trend Line
07. Add a Timeline visual to the bottom of the report page and drag the TimeGenerated field from the dataset to to the Time field of the visual.
In order to save the screen space, turn of Labels, and give the Timeline visual a title
08. Save the report. You can also ping this report page to a dashboard.
Using the Report
Now that the report is created, you can select a counter instance using from the Hierarchy Slicer, and chose a time window that you want the forecasting to be based on from the Timeline slicer. the data on the Line Chart visual will be automatically updated.
Comparing to the old OMS Capacity Planning Solution, what I demonstrated here only provides forecasting for individual performance counters. It does not analyse performance data in order to provide a high level overview like what the Capacity Planning solution did. However, since there is no forecasting capabilities in OMS at the moment, this provides a quick and easy way to give you some basic forecasting capabilities.
Last month, I presented at the Melbourne Microsoft Cloud and Datacenter Meetup on the topic “Developing Your OWN OMS Solutions” (https://www.meetup.com/Melbourne-Microsoft-Cloud-and-Datacenter-Meetup/events/233154212/). I recorded the session but then realise the recording had some technical errors due to the change of screen resolution without restarting Camtasia. This morning, I re-recorded the session and uploaded to the Meetup’s YouTube Channel.
If you are interested, you can watch the recording here (https://www.youtube.com/watch?v=zUzI31iIcTk):
And you can also download the slide deck HERE.