Linux & MacOS: Windows:

Rsession provides an easy to use java class giving access to remote or local R session. The back-end engine is Renjin (NEW) or Rserve, locally spawned automatically if necessary. Rsession differs from Rserve or Renjin as it is a higher level API, and it includes server side startup of Rserve. Therefore, it is easier to use in some point of view, as it provides a multi session R engine (including for Windows, thanks to an ugly turn-around).

Other alternatives:

• JRI, but it does not provide multi-sessions feature. If you just need one R session in your java code (or work with R environments), JRI is a good solution.

import static org.math.R.*;
...
 
    public static void main(String args[]) {
        Rsession r = RserveSession.newInstanceTry(System.out, null);

        double[] rand = (double[]) r.eval("rnorm(10)"); //create java variable from R command

        //...
        r.set("c", Math.random()); //create R variable from java one

        r.save(new File("save.Rdata"), "c"); //save variables in .Rdata
        r.rm("c"); //delete variable in R environment
        r.load(new File("save.Rdata")); //load R variable from .Rdata

        //...
        r.set("df", new double[][]{{1, 2, 3}, {4, 5, 6}, {7, 8, 9}, {10, 11, 12}}, "x1", "x2", "x3"); //create data frame from given vectors
        double value = (double) (r.eval("df$x1[3]")); //access one value in data frame

        //...
        r.toJPEG(new File("plot.jpg"), 400, 400, "plot(rnorm(10))"); //create jpeg file from R graphical command (like plot)

        String html = r.asHTML("summary(rnorm(100))"); //format in html using R2HTML
        System.out.println(html);

        String txt = r.asString("summary(rnorm(100))"); //format in text
        System.out.println(txt);

        //...
        System.out.println(r.installPackage("sensitivity", true)); //install and load R package
        System.out.println(r.installPackage("wavelets", true));

        r.end();
    }

Add lib/rsession.jar:lib/renjin*.jar in your project classpath:

• copy https://github.com/yannrichet/rsession/blob/master/Rsession/dist/rsession.jar (latest commit version)
• copy Renjin https://nexus.bedatadriven.com/service/local/artifact/maven/redirect?r=renjin-release&g=org.renjin&a=renjin-script-engine&c=jar-with-dependencies&v=RELEASE&e=jar

Install R from http://cran.r-project.org.

Add lib/rsession.jar:lib/Rserve*.jar:lib/REngine*.jar in your project classpath:

• copy https://github.com/yannrichet/rsession/blob/master/Rsession/dist/rsession.jar (latest commit version)
• copy Rserve https://search.maven.org/remotecontent?filepath=org/rosuda/REngine/Rserve/1.8.1/Rserve-1.8.1.jar
• copy REngine https://search.maven.org/remotecontent?filepath=org/rosuda/REngine/REngine/2.1.0/REngine-2.1.0.jar

<dependencies>
...
    <dependency>
      <groupId>com.github.yannrichet</groupId>
      <artifactId>Rsession</artifactId>
      <version>2.0.4</version>
    </dependency>
...
</dependencies>

Then, use it in your code:

• create new Rsession:
  • Renjin (pure Java, no R install necessary):

    Rsession r = new RenjinSession(System.out,null);

  • OR local spawning of Rserve (for Windows XP, Mac OS X, Linux 32 & 64):

    Rsession r = RserveSession.newInstanceTry(System.out,null);

  • OR connect to remote Rserve (previously started with /usr/bin/R CMD Rserve --vanilla --RS-conf Rserve.conf):

    Rsession r = RserveSession.newRemoteInstance(System.out,RserverConf.parse("R://192.168.1.1"));
    //connect to local Rserve (previously started with /usr/bin/R CMD Rserve --vanilla --RS-conf Rserve.conf):
    Rsession r = RserveSession.newLocalInstance(System.out,null); 

• do your work in R and get Java objects
  • create Java objects from R command using

  Object o = r.eval("...",HashMap<String,Object> vars)

  (Object o is automatically cast to double, double[], double[][],String, String[], ...)
  • OR
    • create your R objects using r.set("...",...)
    • call any R command using r.eval("...")
    • cast to Java objects using Rsession.cast(...)
    • if needed use remote R packages install & load: r.installPackage("...", true);
    • you can access R command answers as string using: r.asHTML("...") r.asString("...") , r.toJPEG(File f,"...")
• finally close your Rsession instance: r.end();