Testing RLS in Desktop in Power BI - Step-by-Step Guide

Introduction

Testing Row-Level Security (RLS) in Power BI Desktop lets you check if your data restrictions work correctly. It helps you see what data different users will see before publishing your report.

When you want to verify that sales managers only see their region's data in the report.

When you need to confirm that employees can only view their own department's information.

When you want to test if a security role hides sensitive data from unauthorized users.

When you have created multiple roles and want to check each role's data view.

When you want to preview the report as a specific user without publishing it.

Steps

Step 1: Click

- Modeling tab

The Modeling ribbon options appear

💡 Make sure your roles are already created under Manage Roles before testing

Step 2: Click

- View as Roles button in the Modeling tab

The View as Roles pane opens showing available roles

Step 3: Select

- The checkbox next to the role you want to test in the View as Roles pane

The report view updates to show data filtered by the selected role

Step 4: Optionally select

- Multiple roles checkboxes or the 'Other user' option

The report updates to show combined or specific user data view

Step 5: Click

- OK button in the View as Roles pane

The report stays filtered by the selected role until you clear the view

Step 6: Click

- Clear role filter button in the View as Roles pane

The report returns to showing all data without role filters

Before vs After

Before

Report shows all sales data for all regions and departments

After

Report shows only sales data for the selected role, e.g., only the East region

Settings Reference

Manage Roles

📍 Modeling tab > Manage Roles

Create and edit security roles that filter data for users

Default: No roles defined

View as Roles

📍 Modeling tab > View as Roles

Test how the report looks for users in specific roles

Default: No role selected

Common Mistakes

Trying to test RLS without creating roles first

No roles means no filters apply, so testing shows full data

Create roles with proper filters in Manage Roles before testing

Selecting multiple roles that conflict during testing

Combining roles may show unexpected data or no data

Test one role at a time or use 'Other user' to simulate specific users

Summary

Testing RLS in Power BI Desktop lets you preview data restrictions before publishing.

Use the View as Roles feature on the Modeling tab to select roles and see filtered data.

Remember to create roles first and test them one at a time for clear results.

Practice

1. What is the main purpose of using View as Roles in Power BI Desktop?

easy

A. To preview how data looks for different user roles with Row-Level Security applied

B. To create new data tables in the model

C. To export reports to PDF format

D. To refresh data from the source

Solution

1. Step 1: Understand the function of 'View as Roles'

   This feature lets you simulate the data view of different security roles without publishing the report.

2. Step 2: Identify the purpose in context

   It helps verify that Row-Level Security (RLS) filters are working correctly by showing what data each role can access.

3. Final Answer:

   To preview how data looks for different user roles with Row-Level Security applied -> Option A

4. Quick Check:

   View as Roles previews RLS effects [OK]

Hint: Use 'View as Roles' to test RLS before publishing [OK]

Common Mistakes:

• Confusing 'View as Roles' with data refresh
• Thinking it creates new tables
• Assuming it exports reports

2. Which of the following is the correct way to define a role filter in Power BI Desktop using DAX?

easy

A. Sales[Region] = "West"

B. FILTER(Sales, Sales[Region] = "West")

C. Sales[Region] == "West"

D. Sales.Region = 'West'

Solution

1. Step 1: Recall DAX filter syntax for roles

   Role filters use a Boolean expression like Table[Column] = "Value" to filter rows.

2. Step 2: Evaluate each option

   Sales[Region] = "West" uses correct DAX syntax with single equals and double quotes. FILTER(Sales, Sales[Region] = "West") is a function, not a direct filter expression. Sales[Region] == "West" uses double equals which is invalid in DAX. Sales.Region = 'West' uses dot notation and single quotes, which is incorrect.

3. Final Answer:

   Sales[Region] = "West" -> Option A

4. Quick Check:

   DAX role filter uses single equals and double quotes [OK]

Hint: Use single equals and double quotes in role filters [OK]

Common Mistakes:

• Using double equals (==) instead of single equals (=)
• Using dot notation instead of bracket notation
• Using FILTER function inside role filter

3. Given a role with filter Customers[Country] = "USA", what will COUNTROWS(Customers) return when viewing as this role if the Customers table has 100 rows with 30 from USA?

medium

A. 100

B. 70

C. 30

D. 0

Solution

1. Step 1: Understand the role filter effect

   The role filter limits visible rows to those where Country = "USA", so only 30 rows remain visible.

2. Step 2: Apply filter to COUNTROWS

   COUNTROWS counts only visible rows under the role filter, so it returns 30.

3. Final Answer:

   30 -> Option C

4. Quick Check:

   Role filter limits rows, COUNTROWS returns filtered count [OK]

Hint: COUNTROWS respects RLS filters, returns visible rows only [OK]

Common Mistakes:

• Ignoring role filter and returning total rows
• Confusing filtered out rows with visible rows
• Assuming COUNTROWS returns zero if filtered

4. You defined a role with filter Orders[Amount] > 1000 but when testing with 'View as Roles', all data is visible. What is the most likely cause?

medium

A. The role filter syntax is incorrect and ignored

B. The Orders table has no rows with Amount > 1000

C. The 'View as Roles' feature is disabled in Power BI Desktop

D. You did not assign the role to any user

Solution

1. Step 1: Check role assignment

   In Power BI Desktop, roles must be assigned to users in the service, but 'View as Roles' simulates roles without user assignment. However, if you select 'View as Roles' and no role is selected, no filter applies.

2. Step 2: Verify role filter syntax and data

   The syntax Orders[Amount] > 1000 is correct. If data had no matching rows, filtered data would be empty, not all visible.

3. Final Answer:

   You did not assign the role to any user -> Option D

4. Quick Check:

   Role must be selected in 'View as Roles' to apply filter [OK]

Hint: Select the role in 'View as Roles' to apply filters [OK]

Common Mistakes:

• Assuming syntax error when filter is correct
• Not selecting role in 'View as Roles' dialog
• Thinking 'View as Roles' is disabled by default

5. You have two roles: RoleA filters Sales[Region] = "East" and RoleB filters Sales[Region] = "West". How can you test combined access for a user assigned to both roles in Power BI Desktop?

hard

A. Create a new role with a filter combining both regions and test it

B. Use 'View as Roles' and select both RoleA and RoleB to see combined data

C. Assign the user only to RoleA and test, then switch to RoleB

D. You cannot test combined roles in Power BI Desktop

Solution

1. Step 1: Understand role combination in 'View as Roles'

   Power BI Desktop allows selecting multiple roles simultaneously in 'View as Roles'. The filters combine with OR logic, showing data accessible by any selected role.

2. Step 2: Apply multiple roles selection

   Selecting both RoleA and RoleB will show sales data from both East and West regions combined.

3. Final Answer:

   Use 'View as Roles' and select both RoleA and RoleB to see combined data -> Option B

4. Quick Check:

   Multiple roles combine filters with OR in 'View as Roles' [OK]

Hint: Select multiple roles in 'View as Roles' to test combined access [OK]

Common Mistakes:

• Thinking roles combine with AND logic
• Creating new roles unnecessarily
• Believing combined roles cannot be tested