Title: Dynamic Unit Labels and Table Visual Load Timing Issue in Power BI Service

[rajkumard44]

Title: Dynamic Unit Labels and Table Visual Load Timing Issue in Power BI Service

Hi Team,

We have a scenario in our Power BI report where a table visual displays columns such as Water Consumption, Electrical Consumption, Cost, and  Emissions. For one of these, we have added dynamic unit labels. Specifically, Water Consumption is set to Liters by default, but we’ve implemented a dynamic unit selection ( Wrote Dax measure) allowing users to switch between Liters, Gallons, and Cubic Meters via a slicer.

The dynamic unit label for Water Consumption updates correctly in the table visual based on user selection. However, we are facing a performance/load sequence issue in the Power BI Service:

• When the report loads, the dynamic label updates and displays first, but the table visual loads with a delay.
• This results in a brief mismatch or flicker where the label appears before the table is rendered, which can confuse users.

  Is there a way to ensure the dynamic unit label and the table visual load simultaneously or in sync, so the user experience remains consistent?

  We’ve already used DAX to create the dynamic unit labels and used them in a measure that reflects inside the table visual. It works perfectly functionally — the issue is purely related to the visual load timing during report rendering in Power BI Service.

  Appreciate any suggestions or best practices to handle or optimize this kind of loading behavior.

  Thanks in advance! Here I am addind for dax measure for reference.

  Water Unit label =

  "(" &

  SWITCH(

      SELECTEDVALUE('Water Consumption Units'[Unit], "Liters"),

      "Liters", "L",

      "Gallons", "Gal",

      "Cubic Meters", "m³"

  ) & ")"       Here this ( Water Consumption Units'[Unit] )  is another measure used for changing the values to units like gallons, cubic meter, liters. So here values are changing as per selected unit from filter pane.but the dynamic lable working like as i mentioned.

  Let me know if you want to include your any screenshots as part of the post to help the community give more targeted suggestions. Thanks !!

[DataNinja777]

Hi @rajkumard44 ,

A common challenge in Power BI report development is managing the load timing of various visual elements, especially when dynamic components are involved. A frequently encountered issue is the asynchronous loading of a table or matrix visual and its associated dynamic unit labels, leading to a brief visual mismatch that can detract from the user experience. The scenario described involves a table visual where a dynamic label, driven by a DAX measure, updates correctly but appears on the report canvas before the table data itself has finished rendering. This results in a noticeable flicker or a momentary display of the new unit with the old data. The core of the issue lies in the Power BI rendering engine's behavior, where simpler visuals with fewer dependencies often render faster than complex visuals like tables, which require more extensive data querying and processing.

To address this visual load timing issue, several methods can be employed. The most direct solution is to consolidate the label and the value into a single DAX measure. This approach ensures that the unit and the value are intrinsically linked and will load simultaneously within the same visual element. By using this new measure directly in your table, the value and its corresponding unit will always be displayed together, eliminating any synchronization problems. The primary drawback of this method is that the resulting column will be treated as text, which prevents numerical sorting and automatic totals.

Here is an example of a consolidated DAX measure:

Water Consumption with Unit =
VAR WaterValue = [Your Water Consumption Measure]
VAR SelectedUnit = SELECTEDVALUE('Water Consumption Units'[Unit], "Liters")
VAR UnitLabel =
    SWITCH(
        SelectedUnit,
        "Liters", " L",
        "Gallons", " Gal",
        "Cubic Meters", " m³"
    )
RETURN
FORMAT(WaterValue, "#,##0.00") & UnitLabel

Another strategy is to focus on optimizing the table visual's performance. Since the root cause of the delay is the time it takes for the table to load, improving its efficiency can significantly reduce the window during which the mismatch is visible.

You can achieve this by reducing the number of columns and rows displayed on the initial view, using drill-throughs or tooltips for secondary information. Furthermore, ensure that all DAX measures used in the table are as efficient as possible, avoiding complex iterators over large tables. Analyzing your measures with tools like DAX Studio can identify performance bottlenecks. A well-designed data model with proper relationships and data types also plays a crucial role in speeding up query performance.

While the DAX measure provided for the dynamic label is efficient and unlikely to be the cause of the delay, it's always good practice to review all related logic.

Water Unit label =
"(" &
SWITCH(
    SELECTEDVALUE('Water Consumption Units'[Unit], "Liters"),
    "Liters", "L",
    "Gallons", "Gal",
    "Cubic Meters", "m³"
) & ")"

Given the simplicity of this measure, the focus should remain on the rendering time of the main table visual. In summary, the most effective and direct solution is to combine the data and the label into a single DAX measure. If maintaining the numerical properties of the column is essential, then your efforts should be concentrated on optimizing the performance of the table visual itself to make any loading desynchronization imperceptible to the user.

Best regards,