I want to execute a Rapidminer process from Java to use the output ExampleSet (Process Result) for subsequent operations (with Java).
I managed the process execution with the code below, but I don't have a clue how to obtain the process Result Example Set.
Ideally, I want to get any Example Set independent of the variables, but if you need to generate the metadata beforehand, will have to be.
package com.companyname.rm;
import com.rapidminer.Process;
import com.rapidminer.RapidMiner;
import com.rapidminer.operator.OperatorException;
import com.rapidminer.tools.XMLException;
import java.io.File;
import java.io.IOException;
public class RunProcess {
public static void main(String[] args) {
try {
RapidMiner.setExecutionMode(RapidMiner.ExecutionMode.COMMAND_LINE);
RapidMiner.init();
Process process = new Process(new File("//my_path/..../test_JAVA.rmp"));
process.run();
} catch (IOException | XMLException | OperatorException ex) {
ex.printStackTrace();
}
}
}
To obtain the ExampleSet of the process you need add
IOContainer ioResult = process.run();
A shortened example taken from http://allinoneat.blogspot.de/2013/04/integrate-rapidminer-wtih-java.html
IOContainer ioResult = process.run();
if (ioResult.getElementAt(0) instanceof ExampleSet) {
ExampleSet resultSet = (ExampleSet) ioResult.getElementAt(0);
for (Example example : resultSet) {
Iterator<Attribute> allAtts = example.getAttributes().allAttributes();
while (allAtts.hasNext()) {
Attribute a = allAtts.next();
if (a.isNumerical()) {
double value = example.getValue(a);
System.out.print(value + " ");
} else {
String value = example.getValueAsString(a);
System.out.print(value + " ");
}
}
System.out.println("\n");
}
}
Option 1: Click on context, and save process output to files. Then, read from files.
Option2:
Use the WriteAsText to save what you want. Then read from the file.
I just run the rapidminer as a script:
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