The RJava eclipse Plugin helps in setting up the environment for running java applications that can invoke R
using the rJava JRI library. It provides a preference window where the necessary paths need to be set. The steps below
explain what paths need to be set and where you can find them. Note that this plugin has been tested only on windows,
RJava on linux is easy!
Related Tutorials -
Execute R from Java and pass data from Java to R
RJava Eclipse Plugin
Java Wrappers for R data
- Download the plugin using the link above.
- copy the plugin into the plugins directory of eclipse. ([Eclipse Home]/plugins/). Update 24/07/2016 : place the jar in the dropins directory for newer versions of eclipse.
- Restart Eclipse
- Install R. Install Java JRE/JDK if you have not done so already
- Install RJava using the R package installer.
- Install the plugin. Restart Eclipse
- Once the plugin is installed. Click on Eclipse->Preferences->RJava. Select the four directory paths using the
browse button. The paths are explained below
- "Path to JRI DLL Dir" : This is the directory that contains jri.dll. When you install the rJava
package, a folder called 'rjava' is created in the folder that stores all installed libraries in R. if you dont know
where that is, open up R and fire the command 'library()'. This will open up another window that shows the path
where the libraries are installed. Look for rjava. The line on the top gives the installation path. select the
[rjava]/jri folder from the preference page. If your machine is 64 bit select [rjava]/jri/x64
- "Path to JRI JARS" : Select the [rjava]/jri folder. Make sure that this folder contains JRI.jar,
JRIEngine.jar, REngine.jar. This path is generally same as the one above, unless you want to put the jars in a
different location. If any of the above jar is missing then you can download them from here.
- "Path to R DLL Dir" : This specifies the path to R.dll. It should be present in R_Home/bin or
R_home/bin/x64 for 64 bit machines.
- "Path to JVM DLL dir" : This specifies the path to jvm.dll. It should be present in
JRE_HOME/bin/server or JRE_HOME/bin/client.
- Click on Apply and then OK. Now you are ready to create your first application.
This is what you have been waiting for, your first RJava enabled application. Follow the steps below
- Create New Java Project.
- Right click on the Java project -> select 'Build Path' -> click 'Add Libraries'.
- In the popup that comes up, select 'User Library' and click 'Next'.
- you should see a library called 'JRI_DIR'. select it and click Finish. You are now ready to write your first
class. (If you don't see the JRI_DIR then simply add the jars from [rjava]/jri/ to your classpath.)
- To test immediately, go to [rjava folder]/jri/examples/ and copy rtest2.java into the new project that you
have just created. If it compiles correctly then the first phase is complete. Next we run it.
- To run a class that contain RJava code. Right click on the class->select 'Run As'->Click on 'Run
- In the run configuration window, there should be a run configuration that says 'R'. select that and click on
the 'New Launch Configuration' icon on the top. This will create a new launch configuration. Click on 'Run'. That's
- If you are using the 64 bit binaries, make sure you use the 64 bit binaries for both R and rjava.
- If you change the RJava preferences after creating the Runtime configuration, then delete the configuration
and create a new one. The changed preferences are not visible in already created configurations
Do send us a mail at firstname.lastname@example.org if you are facing issues or drop in your comments about the
plugin. Spread the word!!