Run R scripts in Power BI Desktop
You can run R scripts directly in Power BI Desktop, and import the resulting datasets into a Power BI Desktop data model.
To run R scripts in Power BI Desktop, you need to install R on your local machine. You can download and install R for free from many locations, including the Revolution Open download page, and the CRAN Repository. The current release of R scripting in Power BI Desktop supports Unicode characters as well as spaces (empty characters) in the installation path.
Run R scripts
With just a few steps in Power BI Desktop, you can run R scripts and create a data model, from which you can create reports, and share them on the Power BI service. R scripting in Power BI Desktop now supports number formats that contain decimals (.) and commas (,).
Prepare an R script
To run an R script in Power BI Desktop, create the script in your local R development environment, and make sure it runs successfully.
To run the script in Power BI Desktop, make sure the script runs successfully in a new and unmodified workspace. This means that all packages and dependencies must be explicitly loaded and run. You can use source() to run dependent scripts.
When preparing and running an R script in Power BI Desktop, there are a few limitations:
- Only data frames are imported, so make sure the data you want to import to Power BI is represented in a data frame
- Columns that are typed as Complex and Vector are not imported, and are replaced with error values in the created table
- Values that are N/A are translated to NULL values in Power BI Desktop
- Any R script that runs longer than 30 minutes times out
- Interactive calls in the R script, such as waiting for user input, halts the script’s execution
- When setting the working directory within the R script, you must define a full path to the working directory, rather than a relative path
Run your R script and import data
In Power BI Desktop, the R Script data connector is found in Get Data. To run your R Script, select Get Data > More..., then select Other > R script as shown in the following image:
If R is installed on your local machine, the latest installed version is selected as your R engine. Simply copy your script into the script window and select OK.
If R is not installed, is not identified, or if there are multiple installations on your local machine, expand R Installation Settings to display installation options, or to select which installation you want to run the R script.
If R is installed and is not identified, you can explicitly provide its location in the text box provided when you expand R Installation Settings. In the above image, the path C:\Program Files\R\R-3.2.0 is explicitly provided in the text box.
R installation settings are centrally located in the R Scripting section of the Options dialog. To specify your R installation settings, select File > Options and settings and then Options > R scripting. If multiple installations of R are available, a drop-down menu appears that allows you to select which installation to use.
Select OK to run the R Script. When the script runs successfully, you can then choose the resulting data frames to add to the Power BI model.
You can refresh an R script in Power BI Desktop. When you refresh an R script, Power BI Desktop runs the R script again in the Power BI Desktop environment.
Take a look at the following additional information about R in Power BI.
We'd love to hear your thoughts. Choose the type you'd like to provide:
Our feedback system is built on GitHub Issues. Read more on our blog.