​POWER BI SUMMIT 2021

Dernière mise à jour : mai 4



Power BI Summit is a multi-day event bringing speakers from the Microsoft Power BI team’s product group and community experts and MVPs from all around the world. This year’s virtual conference contained more than 100 sessions, covering all topics from Power Query, DAX, Dataflow, Visualization, Power BI Desktop, Power BI report server, Mobile experience, Embedded, Power BI Premium, Architecture, governance.


For those that did not get the chance to attend MDW, which is specialized in Power BI, have summarized a few interesting sessions for you.

Sessions covered in this article:



Govern your Power BI Environment with Azure Purview

Craig Bryden presented an overview of Azure Purview, the unified data governance service that helps you manage and govern your on-premises, multi-cloud and software-as-a-service (SaaS) data. He highlighted the importance of having a data catalog, as it allows:

  • Central repository for data assets

  • Data asset curation

  • Data asset discovery

  • Data lineage

  • Data quality

With this service, companies can:

  • Automate and manage metadata from hybrid sources.

  • Classify data using build-in and custom classifiers and Microsoft Information Protection sensitivity labels.

  • Label sensitive data consistently across SQL Server, Azure, Microsoft 365 and Power BI

  • Easily integrate all the data systems using Apache Atlas APIs.

Even though Power BI already has an integrated feature that allows you to visualize data lineage, Purview brings thigs to a next level:

  • Full end to end Lineage

  • Data asset discovery across workspaces

  • Asset curation beyond what is available in Power BI




Power BI Premium - Practical Tips for making the most of it

Power BI Dedicated Capacity requires some attention but doing so will result in the ability to do great things. During this session, Benni De Jagere touched base on some of the key activities’ organizations need to perform, to make sure their investment is one that pays off. He showed how using the Premium Capacity Metrics App as our base of operation, auditing, licensing, and some common dataset performance patterns, can make sure you're up to the task and using your premium capacity to its max!


Note that for this session Benni focused on Gen 1 (as it will still be for the next months, and most of it will be taken to gen 2).


What is Power BI Premium?

The Power BI Premium capacity is a dedicated capacity for your organization that provides a more complete feature set (some feature even release premium first, pro later (or not…). It allows for users to access artefacts without a Power BI subscription and it supports data residency by region (multi-geo) and customer-managed encryption keys for data at rest (BYOK). Note that it is not a shortcut to improve performance of your content in the workspaces.

Backend vs. Frontend v-cores:










  • Backend = everything that is related to refreshes, datasets and dataflows (regardless they are manual or triggered refreshes). Working with the actual data in the actual model

  • Frontend = resource that we use for rendering visuals, for getting query out of the data models, everything that is done for that interactive usage inside of power BI itself



RAM: working set of memory (e.g. P1 the highest point of memory we can use at one single point is 25 GB, for P2 50…). PBI Premium has the multimodal management (model management) where it balances the memory capacities itself, meaning that we can dump 50 GB of datasets into a P1 capacity and PBI will manage this for us.


Benni went through the Power BI Pro vs. Premium feature comparison list highlighting the features:

  • XMLA endpoint read/write connectivity

  • Application lifecycle management

  • Autoscale add-on availability (preview)

XMLA endpoint (the way for you to connect to the actual instance of AS that is working in the background and connect for example to Management Studio or any other tool that we may have). For this to work we need to have a READ WRITE enabled.


Tip: Enable Enhanced Dataflows Compute Engine (incredible difference in the performance when using dataflows and in the features that you can use). Make sure you limit the compute engine memory that this can use

You can check the complete list in the Microsoft official page, under the pricing section.


Here are the usable set of tips to assist daily tasks that he mentioned:

Check (and adjust) the capacity workload settings

  • Check the default capacity workload settingsà TIP: Do not overcommit the allocated resources

  • Questions to ask? Are all the workloads needed/used? Can we offload some workloads to other capacities?


How to set it up: Power BI Service > Settings > Admin portal












Question to ask when configuring the settings:

  • What is the current usage?

  • What is the potential growth that I may have?

  • How does this translates to the settings that I may need to have: Set the settings





Advice: Do not change the query timeout, max row counts… unless you have a very good reason to do so.






How do I know what is happening in my tenant? The only way right now is with the Premium Capacity Metrics Apps. Premium Capacity Metrics App v2 is your Ops base.











Good for Short term analysis

  • Cannot do real time connection

  • Not always as stable as we want to be


What to watch in your Capacity Metrics App

  • Memory evictions: eviction process: unload a dataset from a memory and load something else.

o There are perfectly normal, do not stress!

o Is there a threshold for when the evictions are too much? No, based on the models that you have, the usage that you have… but usually when the number goes to the high hundreds/thousands yes potentially you have an issue.

  • Hourly query distribution: What is happening with our queries? How long are they taking?

o We need to look at the distributions of our query.

o We want as max of the results to be either blue, black or orange, to see that we are not getting the long duration times.

  • Wait time distribution: How long does a query have to wait for other processes to finish before it gets its own going? What does the wait time distribution conclude?

o High wait times = busy reports on its own (prime candidates to be checked)

o What is the distribution for your wait time? As soon as they start diverging away from the blue, ALERT!



Benni is a firm believer in the value of Power BI Auditing. Here are the arguments he used to convince us of the power of this information.

  • Artefacts

  • Usage

  • User information

  • Licensing

Correlate these for insights into your capacity usage. Are users actively using their Pro Subscription? Are we having usage spikes at certain moments? Are we seeing behavior that need to be investigated?













Scheduled Refreshes

Check for congestions in the Capacity Refresh Summary [Admin portal > Capacity settings > Refresh summary]. Content Builders do not have access to this info. Extract refresh schedules and History and Build your report to provide them with this info so they know when they have a slot to set their own refresh.


  • Set up auditing to have a full overview of what is happening and correlate it to the usage

  • Activate large model support for model > 1GB

  • Offload non-production workloads to A Sku / PPU







Power BI Premium per User (PPU)

· Subscription model based on Premium Gen 2

· General availability on April 2021

· Aimed at smaller organizations, or offloading scenarios


Power BI Premium Gen 2









2 big changes apart from Premium per User: performance boost and scale capacity (autoscale needs to be enabled manually).

  • Metric Apps has changed a lot (improvement, allow us to do an in-depth analysis, but missing some features from the Gen1)

  • Autoscale needs to enable it manually. Ensure to set up consumption limits

  • Usage patters are still key, although the need is less pressing




Row-level security in Power BI

Reza Rad presented several ways of securing Power BI reports with simple examples that help better understand each case.


  • RLS (static): adding a Role with a static filter.

o For example, creating an ‘Australia Sales Manager’ Role with a Country = Australia filter and adding corresponding Salespersons to that role.

o Disadvantage: This can become difficult to manage if you have often new Roles to add; you will have to open the .pbix file each time you need to add new thigs







  • RLS (dynamic): add a Role with a dynamic filter, based on the user reading to the report. You can achieve that by using the USERPRINCIPALNAME DAX function.

o How can you implement that? By having a table containing users’ e-mails.

o For example, you have a ‘Sales Rep’ table with a list of employees and a ‘Sales Transaction’ one. Employees’ related sales records will be filtered using the Email field and the relationship between these 2 tables. So, if you implement this logic, your report’s data will be based on the current logged user who will see only his sales records.







  • Dynamic RLS Patterns

Manager access

  1. Use a table with an indicator to check if your user is a manager or not










2. Implement a role based on that value







Hierarchy

1. Use a table describing the hierarchy by implement the PATH feature








2. Implement a role based on that value using the ‘PATHCONTAINS’ function







Users and profiles

If your company uses Profiles, you can implement security by managing the filtering options based on the relationships between the tables. This will need some DAX expressions to be implemented.











What’s new and what's next in Power BI embedded analytics

This session presented by Alon Baram and Amit Shuster showed an overview of Power BI embedded, a powerful tool that allows you to embed fully interactive reports and dashboards into your applications.

Its advantages include:

  • Easily embed with the JavaScript SDK

  • Ensure data privacy in single and multi-tenant deployments with row-level security

  • Monitor performance and automate with REST APIs

  • Provide the best user experience by scaling to meet demand


Alon demonstrated its power in a simple and intuitive demo.

Integrated to a company's application, it allows, besides the classic Power BI features, to create / edit a record directly within the app. This is an extremely powerful feature! No longer need to switch between apps, everything is in one place.




You can even directly qualify a lead within your report!


By clicking on a cell or button, you can easily access:

  • ML algorithm

  • Start a campaign

  • Open a dialog

  • Go to a different page / report

Finally, you also have the possibility to export a View in different extensions:








You have 2 options of integrating it:

This gives you choice in implementing the solution that will best fit your company and needs.


Amit presented the Power BI Embedded Analytics Playground. You can use it to learn and explore how to implement embedded analytics in your different apps.

You have access to a developer Sandbox, that allows you to get hands-on experience with the different APIs.


Don’t know where to start? Take a look at the 'Showcase' part that demonstrates what you can achieve with the proposed APIs.



Want to know more about Power BI embedded? check out the Learning Center. There you can dive into the documentation, learn about the different APIs, find developer samples and videos, and learn where to get help.


Amit also talked about the Power BI Embedded Generation 2 (preview), that brings:

1. Enhanced performance

2. Greater scale

3. Lower entry level for paginated reports and AI workloads

4. Scaling a resource instantly

5. Scaling without downtime

6. Improved metrics




Power BI Tips, Tricks & Hacks

Even if you already use Power BI in a day-to-day activity, maybe for a couple of years now, there are always some interesting tips that you can learn from others!

Rui Romano presented some useful features that will help you gain time and effort in deploying and implementing Power BI Solutions.

  • Bar code scanner integrated to the Power BI mobile app:

When you scan a product barcode with the scanner in the Power BI app on your device, you'll get a list of the reports that have barcode data. You can open the report you're looking for, automatically filtered to the information you need. This can be especially useful for inventory purpose.


  • Copy Report Layout

Have you already faced the following situation? You have a beautiful Power BI report, with some themes, filters, pages… And you would like to create another report, with the same elements. How can you accomplish that? Rui has a solution for you:

1. Go to your Power BI .pbix source file and unzip it (right-click -> use your computer’s default Extract tool).

2. Locate the 'Report folder' and copy entire content.








3. Unzip your destination .pbix file and go to the 'Report' folder.

4. Replace its content with the source's files.




5. Delete the 'SecurityBindinds' file.

6. Zip the folder back to a pbix file.








And that's it.


This will work even if your destination Datasource is not 100% same as the source one.


  • But how about copying a template from a report located on PBI services? Without downloading it

1. Create a blank Power BI report and save it to your local machine.

2. Unzip the .pbix file.

3. Locate the Report folder -> Layout file. Open it with a text editor, like Notepad.





4. Go to Power BI Service -> tap the F12 key on your keyboard.

5. Locate the Network tab and write ‘exploration’ in the search bar.






6. Refresh the page.

7. The ‘exploration’ file will be shown. You can copy the content from the “Response” tab and replace the one from your ‘Layout’ local file. Save file.





8. Delete the ‘SecurityBindings’ file.

9. Zip the file.


And that’s it!


  • Creating powerful Power BI Apps

1. Use emojis on pages' titles ✨. This can be fun! How?

o Create / modify an app from a Workspace.

o On the ‘Navigation’ pane, select the ‘Report Details’ / Name.

o Hit the Windows + semicolon keys on your keyboard. You will be presented a screen with emojis. Just pick one / several that you like.

o Publish your app and access it!











2. Embed a power app in the power bi application

Create a new ‘link’ item in the navigation pane of your app and specify the link for accessing the Power Apps application. Chose the “Open in Content area” to show the Power Apps app within the Power BI App. Publish / update.








3. By using the same ‘link’ feature, you can as well:

o Trigger a Refresh by implementing a Power Automate flow.

o Embed a power bi report from another workspace.

o Collect feedback from users by adding a “Microsoft Form” directly to your App.






A Low-code/No-code Analytics approach for Microsoft Power BI

Inforiver provides a template-based approach to rapidly build data stories the way you want, using a low-code / no-code approach right within Power BI.

Its user-friendly menu allows us to rapidly find the features we neeed.

Jay Anantharaman presented some interesting capabilities, like:

  • Formatting options that allow you to highlight important data and consequently help make better and faster decisions.

  • Reordering lines. This is an awesome feature as it avoids you to add an order column in your data set. Just drag and drop the lines and organize it the way you want!










  • Adding new rows, columns and measures to the integrated report. This gives you a wide range of capabilities in designing and personalizing your work.













  • Adding comments. A powerful feature that allows you to collaborate with others.











Power BI Governance-Tips and Trick

In this session, Gabi Münster & Oliver Engels walked through important settings you should know concerning Power BI Governance. This will help you monitor and maintain your landscape and help you retrieve control over your users and workload.


The presenters highlighted the difference between the Objectives of Administration vs the Objectives of Governance, as often people are confused when using these concepts.