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«August 2015»

Power BI and Big Data

If you’re worked in the wide and diverse field of information technology for almost any amount of time, it probably hasn’t taken you long to discover that the one thing constant about IT is that the technologies and strategies involved change faster than you can learn them. And if you work in business intelligence like I do, you don’t have to look very far at all to see change. The Microsoft Power BI team rolls out a software update every month! If I want to stay learned up on the technology, I have to really be on top of things.

About ten years ago when Hadoop was first being developed at Yahoo, I don’t think anyone could have anticipated the size of the ripples (more likes cannonball sized splashes) being able to access Big Data could and would have on the IT industry. Hadoop (and other advances in hardware and software technologies) gave us something we never had before: The ability to access and report on data in real time on a scale never previously imagined gives an organization to identify and understand trends and patterns in the data and gain previously unknown insights. The organizations that are able to leverage big data will be the organizations that leave their competition in the dust.

Set Up and Configure the Hortonworks Sandbox in Azure

Not only does Power BI Desktop give us the ability to connect to Hadoop Distributed File System (HDFS) for reporting we can also mash it up with other more traditional and structured data sources with minimal effort required. But that’s not what this blog post is all about. This post is about setting up a virtual machine in Azure running Hadoop and connecting to our Hortonworks Sandbox with Power BI Desktop :).

The first thing you do if you don’t have access to a Hadoop cluster is to set up the Hortonworks Sandbox on Azure. The good news is its free (for the duration of the trial) and its super easy. Just follow the instructions at this link to set up the Hortonworks Sandbox.

Hadoop in Azure

Once that’s set up, you’ll need to add mapping for the IP address and host name to your hosts file. Devin Knight has a blog on this that you’ll find helpful.

Connecting to Hadoop with Power BI Desktop

Once your Hortonworks Sandbox is set up, you’re ready to set up your connection to Hadoop with Power BI Query. Start up the Power BI Desktop and click Get Data. Scroll down and select Hadoop File (HDFS) and click Connect.

Get Data with Power BI

From there you can follow the rest of the wizard to load the data into the semantic model.

Load Data with Power BI

Once the data is loaded, you’ll need to modify the query to navigate to the data you wish to use in your model.

In Power BI Desktop, go to the Home ribbon and click Edit Queries.

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Three Best Practices for Power BI

Since the release of Power BI Desktop this past week, I’ve been really spending my extra time digging into the application focusing on learning and experimenting as much as I can. When my wife has been watching Law and Order: SVU reruns at night after the rug rats are in bed, I’ve been right there next to her designing Power BI dashboards like the total data nerd that I am. When my kids have been taking their naps during the weekend, I’ve been writing calculations in the model for my test dashboards. Or when I’ve been riding in the car back and forth to work I’ve been thinking of new things to do with Power BI Desktop.

Since I’ve been spending a decent amount of time with Power BI Desktop, I thought I’d take a moment to share three things to know and remember when designing your Power BI models and dashboards that I think will help you make the most of this tool and be effective at providing the data your business needs to succeed.

1. Optimize your Power BI Semantic Model

It probably hasn’t taken you long to figure this one out if you’ve built Power Pivot/Tabular models or at least it won’t when you do start developing Power BI dashboards. The visualizations in Power BI and Power View are heavily meta-data driven which means that column names, table or query names, formatting and more are surfaced to the user in the dashboard. So if you using a really whacky naming convention in your data warehouse for your tables like “dim_Product_scd2_v2” and the column names aren’t much better, these naming conventions are going to be shown to the users in the report visualizations and field list.

For example, take a look at the following report.

Power BI Dashboard without formatting

Notice anything wonky about it? Check the field names, report titles and number formatting. Not very pretty, is it? Now take a look at this report.

Power BI Dashboard with formatting

See the difference a little cleaned up metadata makes? All I did was spend a few minutes giving the fields user-friendly name and formatting the data types. This obviously makes a huge difference in the way the dashboard appears to the users. By the way, I should get into the movie production business. ;)

My point is that the names of columns, formatting, data types, data categories and relationships are all super important to creating clean, meaningful and user friendly dashboards. The importance of a well-defined semantic model cannot be understated in my opinion. A good rule of thumb is to spend 80% to 90% of your time on the data model (besides, designing the reports is the easy part).

I’d also like the mention the importance of the relationships between the objects in the semantic model. Chance are you will have a small group of power users that will want to design their own dashboards to meet their job’s requirements and that’s one of the beauties of Power BI. But when users began developing reports, they may query your model in unexpected ways that will generate unexpected behaviors and results. I only want to mention this because the relationships between the objects in the model will impact the results your users will see in their reports. Double check your relationships and ensure that they are correct, especially after you add new objects to the model since the

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Power BI Fantasy Football Player Stats Dashboards for Download

Every year at Pragmatic Works some coworkers, including consultants, marketing staff, support team members, software development staff and project management, partake in a company fantasy football league. And with the recent release of the new Power BI Desktop, I thought what better way is there to prepare to completely annihilate my coworkers and friends in an imaginary nonsensical game than by creating some nifty Power BI dashboards based on last years player stats as recorded by Yahoo! Sports. So I thought I’d walk you through some of the steps I followed to leverage the Yahoo! Sports NFL player stats page as a data source and some of the query transformations I applied to prepare the data for reporting.

Power BI dashboard with Power BI Desktop

Click here to download my Fantasy Football Dashboards Power BI .pbix file.

If you’re completed new to Power BI Desktop I highly suggest you watch my video walkthrough of Power BI Desktop or read my blog post which walks you through each step of creating your first Power BI dashboards with Power BI Desktop. Last Friday, I also blogged about my three best practices for designing a killer Power BI solution, so take a look at that.

To create these dashboards, I simply navigated to the Yahoo! Sports NFL stats page and found the page for each position I’m interested in for this fantasy football season. I copied the URL to my clipboard. In Power BI Desktop, click Get Data and then use the Web data source option. Then all you have to do is copy and paste the URL into the text box and click OK.

Get data from web with Power BI Desktop

Then select the HTML table that contains your data and click Edit. We need to edit our query because there are some issues with the data. By clicking Edit, we can apply transformations to our query which will allow us to do things like rename columns, remove unwanted columns, modify data types, create custom columns and much more.

Get data from web with Power BI Desktop

One thing you’ll notice in the above screen grab is that the column names are in the first row, so we need to fix that.

On the Home ribbon of the Query Editor, just click the Use First Row As Headers button. Pre

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Looping Through Variable Values with a ForEach Loop Container

  • 16 August 2013
  • Author: ShawnHarrison
  • Number of views: 29273

Have you ever done something in SSIS that you wish you had a need to do more often? That happens to me on occasion. I have a tendency to test out random scenarios when I get bored. You read correctly, I play with SSIS when I am bored. Between my PS3 and SSIS, my Saturday nights are insane!


This is a little tutorial on looping through variable values; one of the little things that will make you feel rather awesome.


The first thing I am going to do is drag an execute SQL task into this empty SSIS package, and pull in some email addresses from table in the AdventureWorks2012 database. Create a connection manager and be sure to set the 'Result Set' property to 'Full Result Set'.



Click 'Result Set' on the left side of the window.



Click the 'Add' button at the bottom of the window. This is how you will assign a variable to contain the results return by a query. It creates a default entry called 'NewResultName'.



Change the result name to 0. In the 'Variable Name' field, select . This opens the 'Add Variable' window. Enter a name for the variable (for example, objEmailAddress). In the 'Value Type' drop down list, select object. Click OK.



Use this as your SQL statement?

   1: Select emailaddress
   2: from person.EmailAddress
   3: where EmailAddressID between 10 and 20


Click OK again to close out the task editor.


Now, I need a variable that will hold each individual email address. Open the variables window and click the new variable icon.



It creates a default variable called 'Variable1'. Click on the name and change it to strToAddress. In the data type drop down list, choose 'String'. Don?t worry about the value for now.



Now, add a ForEach Loop container and connect the execute SQL task to it. Drag in a script task and drop it in the container.



Double click the container to open the editor.  Click 'Collection' on the left side of the window and in the 'Enumerator' drop down list, select 'Foreach ADO Enumerator'. For the 'ADO object source variable' selection, choose the object variable that contains the result set. In my example, it's objEmailAddress.



On the left side of the window, click 'Variable Mappings'. In the 'Variable field', open the drop down list and select the string variable. Mine is called strToAddress. The index is set to 0 by default. Leave that as is. Click OK to close the editor.



Open the script task. The language I am using for this is Visual C#. In the 'ReadOnlyVariables' field, click the ellipses to open the variables list. Select the check box next to the string variable (strToAddress) and click OK.



Toward the bottom of the window, click 'Edit Script'. This is where the fun starts. I will add a script that displays a message box that shows the value of the strToAddress variable. Toward the bottom of the editor, you will see a comment that reads //TODO: Add your code here. This, of course, is where we will add the code. Enter the following code?

   1: MessageBox.Show(Dts.Variables["strToAddress"].Value.ToString());


Close out of the editor. This will compile the script for you and takes you back to the script task editor. Click OK to close it.


Now, execute the package, sit back and watch the magic. The Execute SQL task retrieves all the email addresses and stores them in 'objEmailAddress'. The ForEach loop container reads through the values stored in that variable and rights the first one into 'strToAddress'. The script task displays the current value of 'strToAddress' and then the loop starts again. This continues to the end of the result set.


The script is a way to test to make sure it is working properly. I can replace that with another task such as a send mail task to send emails to each address.




Sometimes, I like to think so?

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