How I created PowerShell.cool using Flow, Azure SQL DB, Cognitive Services & PowerBi

Last weekend I was thinking about how to save the tweets for PowerShell Conference Europe. This annual event occurs in Hanover and this year it is on April 17-20, 2018. The agenda has just been released and you can find it on the website http://www.psconf.eu/

I ended up creating an interactive PowerBi report to which my good friend and Data Platform MVP Paul Andrew b | t added a bit of magic and I published it. The magnificent Tobias Weltner b | t who organises PSConfEU pointed the domain name http://powershell.cool at the link. It looks like this.

During the monthly #PSTweetChat

I mentioned that I need to blog about how I created it and Jeff replied

so here it is! Looking forward to seeing the comparison between the PowerShell and Devops Summit and the PowerShell Conference Europe 🙂

This is an overview of how it works

 

You will find all of the resources and the scripts to do all of the below in the GitHub repo. So clone it and navigate to the filepath

Create Database

First lets create a database. Connect to your Azure subscription

01 - subscription.png

Then set some variables

They should all make sense, take note that you need to set and uncomment the login and password and choose which IPs to allow through the firewall

Create a Resource Group

02 - resource group.png

Create a SQL Server

03 - create server.png

Create a firewall rule, I just use my own IP and add the allow azure IPs

03a - firewall rule.png

Create a database

04 - create database.png

I have used the dbatools module to run the scripts to create the database. You can get it using

Run the scripts

05 - Create Table Sproc.png

This will have created the following in Azure, you can see it in the portal

07 - portal.png

You can connect to the database in SSMS and you will see

06 - show table.png

Create Cognitive Services

Now you can create the Text Analysis Cognitive Services API

First login (if you need to) and set some variables

Then create the API and get the key

You will need to accept the prompt

08 -cognitive service

Copy the Endpoint URL as you will need it.Then save one of  the keys for the next step!

09 cognitiveservice key

 

Create the Flow

I have exported the Flow to a zip file and also the json for a PowerApp (no details about that in this post). Both are available in the Github repo. I have submitted a template but it is not available yet.

Navigate to https://flow.microsoft.com/ and sign in

Creating Connections

You will need to set up your connections. Click New Connection and search for Text

16 - import step 3.png

Click Add and fill in the Account Key and the Site URL from the steps above

17 import step 5.png

click new connection and search for SQL Server

18 - import step 6.png

Enter the SQL Server Name (value of $AzureSQLServer) , Database Name , User Name and Password from the steps above

19 - import step 7.png

Click new Connection and search for Twitter and create a connection (the authorisation pop-up may be hidden behind other windows!)

Import the Flow

If you have a premium account you can import the flow, click Import

11 - import flow.png

12 - choose import.png

and choose the import.zip from the Github Repo

13 import step 1.png

 

Click on Create as new and choose a name

14 - import step 2.png

Click select during import next to Sentiment and choose the Sentiment connection

15 impot step 3.png

Select during import for the SQL Server Connection and choose the SQL Server Connection and do the same for the Twitter Connection

20 - import stpe 8.png

Then click import

21 - imported.png

Create the flow without import

If you do not have a premium account you can still create the flow using these steps. I have created a template but it is not available at the moment. Create the connections as above and then click Create from blank.

22 - importblank.png

 

Choose the trigger When a New Tweet is posted and add a search term. You may need to choose the connection to twitter by clicking the three dots

23 - importblank 1.png

Click Add an action

24 - add action.png

search for detect and choose the Text Analytics Detect Sentiment

25 - choose sentuiment.png

Enter the name for the connection, the account key and the URL from the creation of the API above. If you forgot to copy them

26 - enter details.png

Click in the text box and choose Tweet Text

27 - choose tweet text.png

Click New Step and add an action. Search for SQL Server and choose SQL Server – Execute Stored Procedure

28 - choose sql server execute stored procedure.png

Choose the stored procedure [dbo].[InsertTweet]

29 - choose stored procedure.png

Fill in as follows

  • __PowerAppsID__         0
  • Date                                 Created At
  • Sentiment                      Score
  • Tweet                              Tweet Text
  • UserLocation                 Location
  • UserName                      Tweeted By

as shown below

30 stored procedure info.png

Give the flow a name at the top and click save flow

31 flow created.png

Connect PowerBi

Open the PSConfEU Twitter Analysis Direct.pbix from the GitHub repo in PowerBi Desktop. Click the arrow next to Edit Queries and then change data source settings

32 change data source.png

Click Change source and enter the server (value of $AzureSQLServer) and the database name. It will alert you to apply changes

33 apply changes.png

It will then pop-up with a prompt for the credentials. Choose Database and enter your credentials and click connect

34 - creds.png

and your PowerBi will be populated from the Azure SQL Database 🙂 This will fail if there are no records in the table because your flow hasn’t run yet. If it does just wait until you see some tweets and then click apply changes again.

You will probably want to alter the pictures and links etc and then yo can publish the report

Happy Twitter Analysis

Dont forget to keep an eye on your flow runs to make sure they have succeeded.

How to run a PowerShell script file with Verbose, Confirm or WhatIf

Before you run a PowerShell command that makes a change to something you should check that it is going to do what you expect. You can do this by using the WhatIf parameter for commands that support it. For example, if you wanted to create a New SQL Agent Job Category you would use the awesome dbatools module and write some code like this

before you run it, you can check what it is going to do using

which gives a result like this

This makes it easy to do at the command line but when we get confident with PowerShell we will want to write scripts to perform tasks using more than one command. So how can we ensure that we can check that those will do what we are expecting without actually running the script and see what happens? Of course, there are Unit and integration testing that should be performed using Pester when developing the script but there will still be occasions when we want to see what this script will do this time in this environment.

Lets take an example. We want to place our SQL Agent jobs into specific custom categories depending on their name. We might write a script like this

You can run this script against any SQL instance by calling  it and passing an instance parameter from the command line like this

If you wanted to see what would happen, you could edit the script and add the WhatIf parameter to every changing command but that’s not really a viable solution. What you can do is

this will set all commands that accept WhatIf to use the WhatIf parameter. This means that if you are using functions that you have written internally you must ensure that you write your functions to use the common parameters

Once you have set the default value for WhatIf as above, you can simply call your script and see the WhatIf output

which will show the WhatIf output for the script

Once you have checked that everything is as you expected then you can remove the default value for the WhatIf parameter and run the script

and get the expected output

If you wish to see the verbose output or ask for confirmation before any change you can set those default parameters like this

and set them back by setting to false

 

Pester 4.2.0 has a Because…… because :-)

I was going through my demo for the South Coast User Group meeting tonight and decided to add some details about the Because parameter available in the Pester pre-release version 4.2.0.

To install a pre-release version you need to get the latest  PowerShellGet module. This is pre-installed with PowerShell v6 but for earlier versions open PowerShell as administrator and run

You can try out the Pester pre-release version (once you have the latest PowerShellGet) by installing it from the PowerShell Gallery with

There are a number of improvements as you can see in the change log I particularly like the

  • Add -BeTrue to test for truthy values
  • Add -BeFalse to test for falsy values

This release adds the Because parameter to the all assertions. This means that you can add a reason why the test has failed. As JAKUB JAREŠ writes here

  • Reasons force you think more
  • Reasons document your intent
  • Reasons make your TestCases clearer
  • So you can do something like this

Which gives an error message like this 🙂

As you can see the Expected gives the expected value and then your Because statement and then the actual result. Which means that you could write validation tests like

and get a result like this

Or if you were looking to validate your SQL Server you could write something like this

or maybe your security policies allow Windows Groups as logins on your SQL instances. You could easily link to the documentation and explain why this is important. This way you could build up a set of tests to validate your SQL Server is just so for your environment

Just for fun, these would look like this

and the code looks like

This will be a useful improvement to Pester when it is released and enable you to write validation checks with explanations.

Chrissy has written about dbachecks the new up and coming community driven open source PowerShell module for SQL DBAs to validate their SQL Server estate. we have taken some of the ideas that we have presented about a way of using dbatools with Pester to validate that everything is how it should be and placed them into a meta data driven framework to make things easy for anyone to use. It is looking really good and I am really excited about it. It will be released very soon.

Chrissy and I will be doing a pre-con at SQLBits where we will talk in detail about how this works. You can find out more and sign up here

Using the AST in Pester for dbachecks

TagLine – My goal – Chrissy will appreciate Unit Tests one day 🙂

Chrissy has written about dbachecks the new up and coming community driven open source PowerShell module for SQL DBAs to validate their SQL Server estate. we have taken some of the ideas that we have presented about a way of using dbatools with Pester to validate that everything is how it should be and placed them into a meta data driven framework to make things easy for anyone to use. It is looking really good and I am really excited about it. It will be released very soon.

Chrissy and I will be doing a pre-con at SQLBits where we will talk in detail about how this works. You can find out more and sign up here

Cláudio Silva has improved my PowerBi For Pester file and made it beautiful and whilst we were discussing this we found that if the Pester Tests were not formatted correctly the Power Bi looked … well rubbish to be honest! Chrissy asked if we could enforce some rules for writing our Pester tests.

The rules were

The Describe title should be in double quotes
The Describe should use the plural Tags parameter
The Tags should be singular
The first Tag should be a unique tag in Get-DbcConfig
The context title should end with $psitem
The code should use Get-SqlInstance or Get-ComputerName
The Code should use the forEach method
The code should not use $_
The code should contain a Context block

She asked me if I could write the Pester Tests for it and this is how I did it. I needed to look at the Tags parameter for the Describe. It occurred to me that this was a job for the Abstract Syntax Tree (AST). I don’t know very much about the this but I sort of remembered reading a blog post by Francois-Xavier Cat about using it with Pester so I went and read that and found an answer on Stack Overflow as well. These looked just like what I needed so I made use of them. Thank you very much to Francois-Xavier and wOxxOm for sharing.

The first thing I did was to get the Pester Tests which we have located in a checks folder and loop through them and get the content of the file with the Raw parameter

Then I decided to look at the Describes using the method that wOxxOm (I know no more about this person!) showed.
As I understand it, this code is using the Parser on the $check (which contains the code from the file) and finding all of the Describe commands and creating an object of the title of the Describe with the StaticType equal to String and values from the Tag parameter.
When I ran this against the database tests file I got the following results
Then it was a simple case of writing some tests for the values

The Describes variable is inside @() so that if there is only one the ForEach Method will still work. The unique tags are returned from our command Get-DbcCheck which shows all of the checks. We will have a unique tag for each test so that they can be run individually.

Yes, I have tried to ensure that the tags are singular by ensuring that they do not end with an s (apart from statistics) and so had to not check  BackupPathAccess and statistics. Filename is a variable that we add to each Describe Tags so that we can run all of the tests in one file. I added a little if block to the Pester as well so that the error if the Tags parameter was not passed was more obvious

I did the same with the context blocks as well

This time we look for the Context command and ensure that the string value ends with psitem as the PowerBi parses the last value when creating columns
Finally I got all of the code and check if it matches some coding standards

I trim the title from the Describe block so that it is easy to see where the failures (or passes) are with some regex and then loop through each statement apart from the first line to ensure that the code is using our internal commands Get-SQLInstance or Get-ComputerName to get information, that we are looping through each of those arrays using the ForEach method rather than ForEach-Object and using $psitem rather than $_ to reference the “This Item” in the array and that each Describe block has a context block.

This should ensure that any new tests that are added to the module follow the guidance we have set up on the Wiki and ensure that the Power Bi results still look beautiful!

Anyone can run the tests using

before they create a Pull request and it looks like
if everything is Green then they can submit their Pull Request 🙂 If not they can see quickly that something needs to be fixed. (fail early 🙂 )
03 fails.png

Converting a Datarow to a JSON object with PowerShell

This is just a quick post. As is frequent with these they are as much for me to refer to in the future and also because the very act of writing it down will aid me in remembering. I encourage you to do the same. Share what you learn because it will help you as well as helping others.

Anyway, I was writing some Pester tests for a module that I was writing when I needed some sample data. I have written before about using Json for this purpose This function required some data from a database so I wrote the query to get the data and used dbatools to run the query against the database using Get-DbaDatabase

Simple enough. I wanted to be able to Mock $variable. I wrapped the code above in a function, let’s call it Run-Query

Which meant that I could easily separate it for mocking in my test. I ran the code and investigated the $variable variable to ensure it had what I wanted for my test and then decided to convert it into JSON using ConvertTo-Json

Lets show what happens with an example using WideWorldImporters and a query I found on Kendra Littles blogpost about deadlocks

If I investigate the $variable variable I get

data results

The results were just what I wanted so I thought I will just convert them to JSON and save them in a file and bingo I have some test data in a mock to ensure my code is doing what I expect. However, when I run

I get

json error.png

and thats just for one row!

The way to resolve this is to only select the data that we need. The easiest way to do this is to exclude the properties that we don’t need

which gave me what I needed and a good use case for -ExcludeProperty

json fixed.png

Handling Missing Instances when Looping with Pester

In my previous posts about writing your first Pester Test and looping through instances I described how you can start to validate that your SQL Server is how YOU want it to be.

Unavailable machines

Once you begin to have a number of tests for a number of instances you want to be able to handle any machines that are not available cleanly otherwise you might end up with something like this.

01 - error.png

In this (made up) example we loop through 3 instances and try to check the DNS Server entry is correct but for one of them we get a massive error and if we had created a large number of tests for each machine we would have a large number of massive errors.

Empty Collection

If we don’t successfully create our collection we might have an empty collection which will give us a different issue. No tests

02 - no tests.png

If this was in amongst a whole number of tests we would not have tested anything in this Describe block and might be thinking that our tests were OK because we had no failures of our tests. We would be wrong!

Dealing with Empty Collections

One way of dealing with empty collections is to test that they have more than 0 members

Notice the backtick ` before the $ to escape it in the Write-Warning. An empty collection now looks like
03 - uh-oh.png
Which is much better and provides useful information to the user

Dealing with Unavailable Machines

If we want to make sure we dont clutter up our test results with a whole load of failures when a machine is unavailable we can use similar logic.

First we could check if it is responding to a ping (assuming that ICMP is allowed by the firewall and switches) using

This will just try one ping and do it quietly only returning True or False and if there are any errors it shouldn’t mention it

In the example above I am using PSRemoting and we should make sure that that is working too. So whilst I could use

this only checks if a WSMAN connection is possible and not other factors that could be affecting the ability to run remote sessions. Having been caught by this before I have always used this function from Lee Holmes (Thank you Lee) and thus can use

which provides a result like this

04 - better handling.png

Which is much better I think 🙂

Let dbatools do the error handling for you

If your tests are only using the dbatools module then there is built in error handling that you can use. By default dbatools returns useful messages rather than the exceptions from PowerShell (You can enable the exceptions using the -EnableExceptions parameter if you want/need to) so if we run our example from the previous post it will look like

05 - dbatools handling.png

which is fine for a single command but we don’t really want to waste time and resources repeatedly trying to connect to an instance if we know it is not available if we are running multiple commands against each instance.

dbatools at the beginning of the loop

We can use Test-DbaConnection to perform a check at the beginning of the loop as we discussed in the previous post

Notice that we have used -WarningAction SilentlyContinue to hide the warnings from the command this tiime. Our test now looks like
06 - dbatools test-dbaconnection.png
Test-DbaConnection performs a number of tests so you can check for ping SQL version, domain name and remoting if you want to exclude tests on those basis

Round Up

In this post we have covered some methods of ensuring that your Pester Tests return what you expect. You don’t want empty collections of SQL Instances making you think you have no failed tests when you have not actually run any tests.

You can do this by checking how many instances are in the collection

You also dont want to keep running tests against a machine or instance that is not responding or available.

You can do this by checking a ping with Test-Connection or if remoting is required by using the Test-PSRemoting function from Lee Holmes

If you want to use dbatools exclusively you can use Test-DbaConnection

Here is a framework to put your tests inside. You will need to provide the values for the $Instances and place your tests inside the Describe Block

2 Ways to Loop through collections in Pester

In my last post I showed you how to write your first Pester test to validate something. Here’s a recap

  • Decide the information you wish to test
  • Understand how to get it with PowerShell
  • Understand what makes it pass and what makes it fail
  • Write a Pester Test

You probably have more than one instance that you want to test, so how do you loop through a collection of instances? There are a couple of ways.

Getting the Latest Version of the Module

The magnificent Steve Jones wrote about getting the latest version of Pester and the correct way to do it. You can find the important information here

Test Cases

The first way is to use the Test Case parameter of the It command (the test) which I have written about when using TDD for Pester here

Lets write a test first to check if we can successfully connect to a SQL Instance. Running

shows us that the Test-DbaConnection command is the one that we want from the dbatools module. We should always run Get-Help to understand how to use any PowerShell command. This shows us that the results will look like this

01 - gethelp test-dbaconnection

So there is a ConnectSuccess result which returns True or false. Our test can look like this for a single instance


which gives us some test results that look like this

successful test.png
which is fine for one instance but we want to check many.
We need to gather the instances into a $Instances variable. In my examples I have hard coded a list of SQL Instances but you can, and probably should, use a more dynamic method, maybe the results of a query to a configuration database. Then we can fill our TestCases variable which can be done like this
Then we can write our test like this
Within the title of the test we refer to the instance inside <> and add the parameter TestCases with a value of the $TestCases variable. We also need to add a Param() to the test with the same name and then use that variable in the test.
This looks like this
Testcases test.png

Pester is PowerShell

The problem with  Test Cases is that we can only easily loop through one collection, but as Pester is just PowerShell we can simply use ForEach if we wanted to loop through multiple ones, like instances and then databases.

I like to use the ForEach method as it is slightly quicker than other methods. It will only work with PowerShell version 4 and above. Below that version you need to pipe the collection to For-EachObject.

Lets write a test to see if our databases have trustworthy set on. We can do this using the Trustworthy property returned from Get-DbaDatabase. 

We loop through our Instances using the ForEach method and create a Context for each Instance to make the test results easier to read. We then place the call to Get-DbaDatabase inside braces and loop through those and check the Trustworthy property

and it looks like this

testdatabasetrustworthy.png

So there you have two different ways to loop through collections in your Pester tests. Hopefully this can help you to write some good tests to validate your environment.
Happy Pestering

Spend a Whole Day With Chrissy & I at SQLBits

If you would like to spend a whole day with Chrissy LeMaire and I at SQLBits in London in February – we have a pre-con on the Thursday
You can find out more about the pre-con sqlps.io/bitsprecon
and you can register at sqlps.io/bitsreg