Writing Dynamic and Random Tests Cases for Pester

I have written a module SQLDiagAPI for consuming the SQL Server Diagnostics API with PowerShell. I blogged about how I used Pester to develop one of the functions . Whilst writing Get-SQLDiagFix I wrote some Pester Tests to make sure that the output from the code was as expected.

Pester

For those that don’t know. Pester is a PowerShell module for Test Driven Development

Pester provides a framework for running unit tests to execute and validate PowerShell commands from within PowerShell. Pester consists of a simple set of functions that expose a testing domain-specific language (DSL) for isolating, running, evaluating and reporting the results of PowerShell commands

If you have PowerShell version 5 then you will have Pester already installed although you should update it to the latest version. If not you can get Pester from the PowerShell Gallery follow the instructions on that page to install it. This is a good post to start learning about Pester

The Command Get-SQLDiagFix

Get-SQLDiagFix  returns the Product Name, Feature Name/Area, KB Number, Title and URL for the Fixes in the Cumulative Updates returned from the SQL Server Diagnostics Recommendations API. One Fix looks like this

07 - Get-SQLDiagFix result.png

This is how I wrote the Pester tests for that command

Mocking the results

In my describe block for each function I mock Get-SQLDiagRecommendations. This is the command that each of the current available commands in the module use to get the recommendations from the SQL Server Diagnostic Recommendations API. I did this by creating a json file from the API and saving it in a json folder inside the tests folder

01 - JSON folder.png

I can then mock Get-SQLDiagRecommendations inside a BeforeAll code block using

This means that every time the code in the test calls Get-SQLDiagRecommendations it will not use the internet to connect to the API and return an object. Instead it will return the $Recommendations object which is loaded from a file on the file system. I am not, therefore, depending on any external factors and I have a known set of data for my test results.
I also have a set of mocks in my Output Context code block

The fixes.json is a file which was created from the recommendations.json and only contains the properties returned by GetSQLDiagFix which is what we are testing here. I can set variables for Products and Features using the commands from the module as these will call Get-SQLDiagRecommendations which we have already mocked.

Test All of the Fixes

I can now test that the code I have written for Get-SQLDiagFix returns the correct data without any parameters using this test with Compare-Object.

If there is no difference between the object returned from Get-SQLDiagFix and the $fixes object which uses the json file then the code is working as expected and the test will pass.

Test Cases

I learned about test cases from Mike Robbins blog post. Test cases enable you to provide a hash table of options and loop through the same test for each of them. Here is an example

There are the following products in the Recommendation API

  • SQL Server 2012 SP3
  • SQL Server 2016 SP1
  • SQL Server 2016 RTM
  • SQL Server 2014 SP1
  • SQL Server 2014 SP2
and I want to run a test for each product to check that the fixes returned from Get-SQLDiagFix for that product match the $fixes object filtered by Product for those products. Here is the code

You can click on the image below to see a larger, more readable version.
02 Test Cases.png

The $TestCases variable holds an array of hashtables, one for each product with a Name that matches the parameter that I use in the test and a value of the product name.

I wrote one test, one It code block.  I refer to the product in the title inside <> using the same name as the name in the hashtable. The test (It) needs a parameter of -TestCases with a value (in this example) of the $TestCases variable we have just defined. It also needs a param block with a parameter that matches the Name value from the hashtables.

The expected test results are placed in a $results variable by filtering the $Fixes variable (defined in the BeforeAll code block above) by the parameter $Productname

The test will then run for each of the test cases in the $TestCases variable comparing the results of Get-SQLDiagFix -Product $Productname with the expected results from the $fixes variable

Here are the test results

03 - product test results.png

Multiple Products in Test Cases

I also want to test that Get-SQLDiagFix will work for multiple Products. I need to create TestCases for those too. I do that in exactly the same way

Which looks like this when the tests run
04 - mulitple product test results.png

Single Feature Dynamic Test Cases

Get-SQLDiagFix can also filter the fixes by feature area. The features are returned from Get-SQLDiagFeature. This means that I can create a test for each of the features by using the $features variable which was defined in the BeforeAll block as

Then I can dynamically create test cases using

and the results look like

05 - single feature test results.png

Random Dynamic Multiple Feature Test Cases

I also need to test that Get-SQLDiagFix returns the correct results for multiple features and whilst I could create those by hand like the products example above why not let PowerShell do that for me?

I created 10 test cases. Each one has a random number of features between 2 and the number of features.  I can then write one test to make use of those test cases. This is how I do that

Now there are 10 tests each with a random number of features and the results look like this. Each time the test is run it will use a different set of features for each of the 10 tests but I will know that I am testing that the code will return the correct results for multiple features

06 - multiple features.png

Two Sets of Test Cases?

It is also possible for Get-SQLDiagFix to have one or more products and one or more features passed as parameters, which obviously also need to be tested to ensure the code is returning the correct results. As Pester is just PowerShell we can use normal PowerShell code. This means that I can test for a single product and a single feature using a foreach loop and Test Cases like this

To test for a single product and multiple features I use this code

Because it is dynamically creating the values for the two parameters, I have to check that there are some results to test on line 23 as Compare-Object will throw an error if the object to be compared is empty. I need to do this because it is possible for the test to pick products and features in a combination that there are no fixes in the results.

The reason I have commented it as a risky fix is because if someone changes the code and Get-SQLDiagFix does not return any results then the test would not run and therefore there would be no information from this test that the code had a bug. However, in this suite of tests there are many tests that would fail in that scenario but be careful in your own usage.

I test for multiple products with a single feature and multiple products with multiple features like this

You can see all of the unit tests for the SQLDiagAPI module in my GitHub repository

The module is available on the PowerShell Gallery which means that you can install it using

Using Get-SQLDiagFix to get information from the SQL Server Diagnostic API with PowerShell

The SQL Server Diagnostics Preview was announced just over a week ago It includes an add-on for SQL Server Management Studio to enable you to analyse SQL Server memory dumps and view information on the latest SQL Server cumulative updates for supported versions of SQL Server. Arun Sirpal has written a good blog post showing how to install it and use it in SSMS to analyse dumps.

There is also a developer API available so I thought I would write some PowerShell to consume it as there are no PowerShell code examples available in the documentation!

In a previous post I have explained how I created the module and a GitHub repository and used Pester to help me to develop the first command Get-SQLDIagRecommendations. At present the module has 5 commands, all for accessing the Recommendations API.

This post is about the command Get-SQLDiagFix which returns the Product Name, Feature Name/Area, KB Number, Title and URL for the Fixes in the Cumulative Updates returned from the SQL Server Diagnostics Recommendations API.

PowerShell Gallery

The module is available on the PowerShell Gallery which means that you can install it using

Install-Module SQLDiagAPI

as long as you have the latest version of the PowerShellGet module. This is already installed in Windows 10 and with WMF 5 but you can install it on the following systems

  • Windows 8.1 Pro
  • Windows 8.1 Enterprise
  • Windows 7 SP1
  • Windows Server 2016 TP5
  • Windows Server 2012 R2
  • Windows Server 2008 R2 SP1

following the instructions here.

If you are not running your PowerShell using a local administrator account you will need to run

Install-Module SQLDiagAPI -Scope CurrentUser

to install the module.

If you can’t use the PowerShell Gallery you can install it using the instructions on the repository

API Key

To use the API you need an API Key. An API Key is a secret token that identifies the application to the API and is used to control access. You can follow the instructions here to get one for the SQL Server Diagnostics API.

01 - APIKey

You will need to store the key to use it. I recommend saving the API Key using the Export-CliXML command as described by Jaap Brasser here .

Get-Credential | Export-CliXml -Path "${env:\userprofile}\SQLDiag.Cred"

You need to enter a username even though it is not used and then enter the API Key as the password. It is saved in the root of the user profile folder as hopefully, user accounts will have access there in most shops.

This will save you from having to enter the APIKey every time you run the commands as the code is looking for it to be saved in that file.

The Commands

Once you have installed the module and the APIKey it will be available whenever you start PowerShell. The first time you install you  may need to run

Import-Module SQLDiagAPI

to load it into your session. Once it is loaded you can view the available commands using

Get-Command -Module SQLDiagAPI

01 - SQLDiagAPI Commands.png

You can find out more about the commands on the GitHub Repository  and the Help files are in the documentation.

Get-Help

Always, always when starting with a new module or function in PowerShell you should start with Get-Help. I like to use the -ShowWindow parameter to open the help in a separate window as it has all of the help and a handy search box.

Get-Help Get-SQLDiagFix

02 - Get-Help Get-SQLDiagFix.png

Good help should always include plenty of examples to show people how to use the command. There are 12 examples in the help for Get-SQLDiagFix. You can view just the examples using

Get-Help Get-SQLDiagFix -examples

Get All Of The Fixes

The easiest thing to do is to get all of the available fixes from the API. This is done using

Get-SQLDiagFix

which will return all 123 Fixes currently referenced in the API.

03 get-sqldiagfix.png

That is just a lot of information on the screen. If we want to search through that with PowerShell we can use Out-GridView

Get-SQLDiagFix | Select Product, Feature, KB, Title | Out-GridView

05 Get-SQLDiagFix OutGridView Search.gif

Or maybe if you want to put them in a database you could use dbatools

$Fixes = Get-SQLDiagFix | Out-DbaDataTable
Write-DbaDataTable -SqlServer $Server -Database $DB -InputObject $Fixes -Table Fixes -AutoCreateTable

Get Fixes for a Product

If you only want to see the fixes for a particular product you can use the product parameter. To see all of the products available in the API you can run

Get-SQLDiagProduct

06 Get-SQLDiagProduct.png

You can either specify the product

Get-SQLDiagFix -Product 'SQL Server 2016 SP1' | Format-Table

07 Get-SQLDiagFix Product.png

or you can pipe the results of Get-SQLDiagProduct to Get-SQLDiagFix which enables you to search. For example, to search for all fixes for SQL Server 2014 you can do

Get-SQLDiagProduct 2014 | Get-SQLDiagFix | Format-Table -AutoSize

08 - Get-SQLDiagFix Product Search.png

Which will show the fixes available in the API for SQL Server 2014 SP1 and SQL Server 2014 SP2

Get The Fixes for A Feature

The fixes in the API are also categorised by feature area. You can see all of the feature areas using Get-SQLDiagFeature

Get-SQLDiagFeature

09 get-sqldiagfeature.png

You can see the fixes in a particular feature area using the Feature parameter with

Get-SQLDiagFix -Feature Spatial | Format-Table -AutoSize

10 - Get-SQLDiagFix by feature.png

or you can search for a feature with a name like query and show the fixes using

Get-SQLDiagFix -Feature (Get-SQLDiagFeature query) | Format-Table -AutoSize

11 - Get-SQLDiagFix by feature query.png

Get Fixes for a Product and a Feature

You can combine the two approaches above to search for fixes by product and feature area. If you want to see the fixes for SQL Server 2016  to do with backups you can use

Get-SQLDiagProduct 2016 | Get-SQLDiagFix -Feature (Get-SQLDiagFeature backup) | Format-Table -AutoSize

12 - Get-SQLDiagFix by feature adn product.png

No-one wants to see the words “…restore fails when….”! This is probably a good time to fix that.

Open the KB Article Web-Page

As well as getting the title and KB number of the fix, you can open the web-page. This code will open the fixes for all SP1 products in the feature area like al in Out-GridView and enable you to choose one (or more) and open them in your default browser

Get-SQLDiagProduct SP1 | Get-SQLDiagFix -Feature (Get-SQLDiagFeature -Feature al) `
| Out-GridView -PassThru | ForEach-Object {Start-Process $_.URL}
13 - Open a webpage.gif

 

There is a YouTube video as well showing how to use the command

 

You can find the GitHub repository at  https://github.com/SQLDBAWithABeard/SQLDiagAPI

Creating a PowerShell Module and TDD for Get-SQLDiagRecommendations

Yesterday I introduced the first command in the SQLDiagAPI module. A module to consume the SQL Diagnostics API.

I have been asked a few times what the process is for creating a module, using Github and developing with Pester and whilst this is not a comprehensive how-to I hope it will give some food for thought when you decide to write a PowerShell module or start using Pester for code development. I also hope it will encourage you to give it a try and to blog about your experience.

This is my experience from nothing to a module with a function using Test Driven Development with Pester. There are some details missing in some places but if something doesn’t make sense then ask a question. If something is incorrect then point it out. I plan on never stopping learning!

There are many links to further reading and I urge you to not only read the posts linked but also to read further and deeper. That’s a generic point for anyone in the IT field and not specific to PowerShell. Never stop learning. Also, say thank you to those that have taken their time to write content that you find useful. They will really appreciate that.

Github Repository

I created a new repository in Github and used Visual Studio Code to clone the repository by pressing F1 and typing clone – Choosing Git Clone and following the prompts. I started with this because I was always planning to share this code and because source controlling it is the best way to begin.

Plaster Template

When you create a module there are a number of files that you need and I have a number of generic tests that I add. I also have a structure that I create for the artifacts and a number of markdown documents that come with a GitHub Repository.  Whilst you could write a PowerShell script to create all of those, there is no need as there is PlasterPlaster is a PowerShell module that enables you to set up the default scaffolding for your PowerShell module structure and tokenise some files. This makes it much easier to have a default ‘scaffold’ for the module, a structure for the files and folders and create a new module simply. I used Kevin Marquettes post on Plaster  to create myself a template module. You can find my Plaster Template here 

You do not need to use Plaster at all but as with anything, if you find yourself repeating steps then it is time to automate it

With my Plaster Template created I could simply run

This created my module. It created this folder and file structure and included some default tests and markdown documents pre-populated.

00 - module

Pester

For those that don’t know. Pester is a PowerShell module for Test Driven Development

Pester provides a framework for running unit tests to execute and validate PowerShell commands from within PowerShell. Pester consists of a simple set of functions that expose a testing domain-specific language (DSL) for isolating, running, evaluating and reporting the results of PowerShell commands

If you have PowerShell version 5 then you will have Pester already installed although you should update it to the latest version. If not you can get Pester from the PowerShell Gallery follow the instructions on that page to install it. This is a good post to start learning about Pester

API Key

Now that I have the module I started to think about the commands. I decided to start with the recommendations API which is described as

Customers will be able to keep their SQL Server instances up-to-date by easily reviewing the recommendations for their SQL Server instances. Customers can filter by product version or by feature area (e.g. Always On, Backup/Restore, Column Store, etc.) and view the latest Cumulative Updates (CU) and the underlying hotfixes addressed in the CU.

To use the API you need an API Key. An API Key is a secret token that identifies the application to the API and is used to control access.You can follow the instructions here https://ecsapi.portal.azure-api.net/ to get one for the SQL Server Diagnostics API.

01 - APIKey

I will need to store the key to use it and if I am writing code that others will use consider how they can repeat the steps that I take. I decided to save my API Key using the Export-CliXML command as described by Jaap Brasser here .

You need to enter a username even though it is not used and then enter the API Key as the password. It is saved in the root of the user profile folder as hopefully user accounts will have access there in most shops

TDD

I approached writing this module using Test Driven Development with Pester. This means that I have to write my tests before I write my code. There are many reasons for doing this which are outside the scope of this blog post. This is a very good post to read more

The first function I wanted to write was to get the recommendations from the API. I decide to call it Get-SQLDiagRecommendations.

I decided that the first test should be to ensure that the API Key exists. Otherwise I would not be able to use it when calling the API. I already had an idea of how I would approach it by storing the API Key using Test-Path and writing a warning if the file did not exist.

Mocking

However this is not going to work if I have already saved the key to the file. The test needs to not be reliant on any thing external. I need to be able to test this functionality without actually checking my system. I will use Mock to do this. You can read more about mocking with Pester here.

I added this to my Pester test

This is what happens when you run this test. When there is a call to Test-Path in the code you have written, instead of actually running Test-Path it will return whatever is inside the curly braces, in this case false. For Write-Warning it will return a string of Warning.

This means that I can write a test like this

So I know that when running my code in this test, Test-Path will return false, which will invoke Write-Warning in my code and in the test that will return “Warning” . So if I have written my code correctly the test will pass without actually running the real Test-Path and interacting with my system or running Write-Warning which makes it easier to test that warnings are thrown correctly.

The name of the test will also let me (and others) know in the future what I was trying to achieve. This means that if I (or someone else) changes the code and the test fails they can understand what was meant to happen. They can then either write a new test for the changed code if the requirements are now different or alter the code so that it passes the original test.

I use

so that the only red text that I see on the screen is the results of the test and not any PowerShell errors.

Asserting

I can also check that I have successfully called my Mocks using Assert-MockCalled. This command will check that a command that has been mocked has been called successfully during the test in the scope of the Describe (or in this case Context) block of the tests

I specify the command name, the number of times that I expect the mock to have been called and because I know that it will be exactly 1 time, I set exactly to $true. If I set exactly to false it would test that the mock was called at least the number of times specified. This is another test that I really have called the Mocks that I defined and the results are correct and dependant only on the code.

I set up the same test for Write-Warning.

Failed Test

I can now run my Pester tests using

and see that some failed.

02 - Failed Pester tests

Of course it failed I don’t have a function named Get-SQLDiagRecommendations

So why run the test?

I need to ensure that my test fails before I write the code to pass it. If I don’t do that I may mistakenly write a test that passes and therefore not be correctly testing my code.

You can also see that it has run all of the .Tests.ps1 files in the tests directory and has taken 42 seconds to run. The tests directory includes a number of Pester tests including checking that all of the scripts pass the Script Analyser rules and that all of the functions have the correct help. (thank you June Blender for that test)

Show

I can reduce the output of the tests using the Show parameter of Invoke-Pester. I will often use Fails as this will show the describe and context titles and only the tests that fail. This will run much quicker as it will not need to output all of the passed tests to the screen

03 - Pester show fails

Now the test is running in less than half of the time. You can filter the output in further ways using Show. You can run

to see how else you can do this.

Tags

As I am going to be writing tests and then writing code to pass the tests repeatedly I don’t want to run all of these tests all of the time so I can use the Tags parameter of Invoke-Pester to only run a certain suite tests. In the Unit.Tests.ps1 file the Describe block looks like this

So I can run just the tests tagged Unit and skip all of the other tests. Combined with the Show Fails to reduce the output my Invoke-Pester code looks like this

04 - Pester Tags

Now I am only running the tests that I need for writing the code for the command the tests are running in under half a second 🙂 This is so much better when I am going to be running them repeatedly.

The other tests have different tags and I will show them running later in the post.

Code

Finally, we can write some code to pass our failing test

Which would look like this if the file does not exist and the API Key parameter is not used

05 - Warning

I like to provide users with a useful message that they can follow rather than a lot of red text that they need to decipher

And now our tests pass

06 - Passing Tests

If you look at the API documentation the API requires a callerid as well as the APIKey. In the examples it uses the value from
HKEY_LOCAL_MACHINE\SOFTWARE\Microsoft\Cryptography\MachineGUID

We can get that using Get-ItemProperty and without it we can’t call the API so I wrote tests like this.

I am not saying this is the correct way to write your tests. I am showing that you can test multiple things in an It block and if any one of them fails the entire test fails.

I am mocking the internal function Get-MachineGuid and Write Warning just in the scope of this It Block and passing an APIKey parameter to Get-SQLDiagRecommendations so that we don’t hit the write-warnings we tested for above and then using Assert-VerifiableMocks  to verify that the mocks have been called. It does not verify how many times, just that all of the mocks in that block have been called

The test fails as expected and then I write the code to pass the test. This is the internal function to get the Machine GUID

 

and this is the call to the internal function and warning message

Rinse and repeat

That is basically the process that I follow to write a function. I just write a test, write some code to fix it, write another test, write some code to fix it. I keep going until I have finished writing the code and all the test have passed.

Best Practice Code

Once that was done and my Unit test had passed I run

To check that the PowerShell code that I had written conformed to the Script Analyzer rules. I added an exception to the Help.Exceptions.ps1 file to not run the rule for plural nouns as I think the command has to be called Get-SQLRecommendations with an S ! I have tagged the ScriptAnalyzer Tests with a tag so I can just run those tests.

Help

As that had all passed I could then run

Which tests if I had the correct help for my functions. Of course that failed but I could use the nifty new feature in VS Codes PowerShell Extension to add the help scaffolding really easily as I describe here

Then I could run all 563 of the Pester tests in the tests folder and be happy that everything was OK

11 - All Pester passed.PNG

By the end I had written the module, which you can find here

There are instructions and a script to install it easily.

Right now it has only got the one function to get the SQL recommendations but I will look at expanding that over the next few days and once it is more complete put it onto the PowerShell Gallery and maybe move it into the SQL Server Community GitHub Organisation  home of https://dbatools.io , https://dbareports.io, Invoke-SQLCmd2 and the SSIS Reporting pack

Contribute

Of course I am happy to have others contribute to this, in fact I encourage it. Please fork and give PR’s and make this a useful module with more commands. There is the Diagnostic Analysis API as well to work with which I am very interested to see how we can make use of that with PowerShell

As always, I highly recommend that if you want to know more about Pester you head over here and purchase this book by Adam

PowerShell Module for the SQL Server Diagnostics API – 1st Command Get-SQLDiagRecommendations

I saw this blog post about the SQL Server Diagnostics add-on to SSMS and API and thought I would write some PowerShell to work with it as all of the examples use other languages.

SQL ServerDignostics API

The Diagnostic Analysis API allows you to upload memory dumps to be able to debug and self-resolve memory dump issues from their SQL Server instances and receive recommended Knowledge Base (KB) article(s) from Microsoft, which may be applicable for the fix.

There is also the Recommendations API to view the latest Cumulative Updates (CU) and the underlying hotfixes addressed in the CU which can be filtered by product version or by feature area (e.g. Always On, Backup/Restore, Column Store, etc).

I have written a module to work with this API. It is not complete. It only has one command as of now but I can see lots of possibilities for improvement and further commands to interact with the API fully and enable SQL Server professionals to use PowerShell for this.

Storing the API Key

To use the API you need an API Key. An API Key is a secret token that identifies the application to the API and is used to control access. You can follow the instructions here https://ecsapi.portal.azure-api.net/ to get one for the SQL Server Diagnostics API.

01 - APIKey

I will need to store the key to use it. I saved my API Key using the Export-CliXML command as described by Jaap Brasser here .

 Get-Credential | Export-CliXml -Path "${env:\userprofile}\SQLDiag.Cred" 

You need to enter a username even though it is not used and then enter the API Key as the password. It is saved in the root of the user profile folder as hopefully user accounts will have access there in most shops.

The commands in the module will look for the API Key in that SQLDiag.Cred file by default but you can also just use the APIKey parameter

Get-SQLDiagRecommendations

The first function in the module is Get-SQLDiagRecommendations. All this function does is connect to the Recommendations API and return an object containing the information about the latest Cumulative Updates.

If you have already saved your API Key as described above you can use

 Get-SQLDiagRecommendations 

If you want to enter the API Key manually you would use

 Get-SQLDiagRecommendations -APIKey XXXXXXXX

Either way it will return a PowerShell object containing all of the information which looks like this.

07 - Get-SQLRecommendations

One of the beauties of PowerShell is that you can pass objects down a pipeline and use them in other commands. Also, your only limit is your imagination.

You want to export to CSV, HTML, Text file?
Email, Import to database, store in Azure storage?
Embed in Word, Excel  on a SharePoint site?

All of this and much, much more is easily achievable with PowerShell.

In the future this command will feed other functions in the module that will display this information in a more useful fashion. I am thinking of commands like

Get-SQLDiagRecommendations |
Get-SQLDiagLatestCU -Version SQL2012

or

Get-SQLDiagRecommendations |
Get-SQLDiagKBArticle -Version SQL2012 -Feature BackupRestore

If you have any ideas please join in on GitHub

JSON

For now though you can use Get-SQLDiagRecommendations to output the results to JSON so that you can examine them or consume them.

If you use VS Code follow the steps here and you can export the results to the current file with

 Get-SQLDiagRecommendations |ConvertTo-Json -Depth 7 |Out-CurrentFile 

Which looks like this

08 - OutCurrentFile

It shows the entire JSON object containing all of the information about all of the latest CU’s for SQL Server 2012 and up and each of the KB Articles. I have minimised several of the nodes to try and show as much as possible for SQL Server 2012 SP3

If you do not use VS Code or you want to export straight to a file then you can

 Get-SQLDiagRecommendations |ConvertTo-Json -Depth 7 |Out-File -Path PATHTOFILE 

Out-GridView

I like Out-GridView so I quickly gathered the Product, Cumulative Update, Feature Type, KB Number and URL and outputted to Out-GridView like this

$recommendations = Get-SQLDiagRecommendations
$KBs = foreach ($recommendation in $recommendations.Recommendations){
    $Product = $recommendation.Product
    $CU = $recommendation.Title
    $CreatedOn = $recommendation.CreatedOn
    foreach ($fix in $recommendation.Content.RelevantFixes){
        $feature = $fix.Title
        foreach ($Kb in $fix.KbArticles){
            [PSCustomObject]@{
                CreatedOn = $CreatedOn
                Product = $Product
                CU = $CU
                Feature = $feature
                KB = $Kb.Rel
                Link = $Kb.href
                }
           }
       }
   }
 $kbs | Ogv 

As you can filter easily in Out-GridView I filtered by 2012 and this is what it looks like

09 - Out-GridView

This will enable you to quickly see any information that you require about the Cumulative Updates for SQL 2012, 2014 and 2016

Github

You can find the module on GitHub. There are instructions and a script to install it easily.

Right now it has only got the one function to get the SQL recommendations but I will look at expanding that over the next few days and once it is more complete put it onto the PowerShell Gallery and maybe move it into the SQL Server Community GitHub Organisation  home of https://dbatools.io , https://dbareports.io, Invoke-SQLCmd2 and the SSIS Reporting pack

Contribute

Of course I am happy to have others contribute to this, in fact I encourage it. Please fork and give PR’s and make this a useful module with more commands. There is the Diagnostic Analysis API as well to work with and I am very interested to see how we can make use of that with PowerShell

Tomorrow I have a post explaining the process I used to create the module and how I used Test Driven Development with Pester to write this function.