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Display rapidminer process result in jtable
tapankhiste
Member Posts: 4 Contributor I
i tried to run one process of rapiminer in eclipse and it successfully run and result is print in console.after i make one applet form and tried to display result in applet form so how to display the particular result set in applet give a solution my code shown below....
import com.rapidminer.RapidMiner;
import com.rapidminer.Process;
import com.rapidminer.example.Attribute;
import com.rapidminer.example.Example;
import com.rapidminer.example.ExampleSet;
import com.rapidminer.operator.IOContainer;
import com.rapidminer.operator.IOObject;
import com.rapidminer.operator.Operator;
import com.rapidminer.operator.OperatorException;
import java.io.File;
import java.io.IOException;
import java.util.Iterator;
import org.freehep.graphicsio.swf.DefineBits;
import com.rapidminer.operator.io.ExcelExampleSource;
import com.rapidminer.repository.IOObjectEntry;
import com.rapidminer.repository.ProcessEntry;
import com.rapidminer.repository.RepositoryLocation;
import com.rapidminer.tools.XMLException;
public class replacemiss {
public static void main(String args[]) throws Exception {
// this initializes RapidMiner with your repositories available
RapidMiner.setExecutionMode(RapidMiner.ExecutionMode.COMMAND_LINE);
RapidMiner.init();
// loads the process from the repository
Process location = new Process(new File("D:\\rm\\replacemiss.rmp"));
//Entry entry = location.locateEntry();
//if (entry instanceof ProcessEntry) {
//Process process = new RepositoryProcessLocation(location).load(null);
Operator op = location.getOperator("Read Excel");
op.setParameter(ExcelExampleSource.PARAMETER_EXCEL_FILE, "D:\\rm\\data1.xlsx");
Operator op1=location.getOperator("Replace Missing Values");
op1.setParameter("attribute","Read_News");
op1.setParameter("default", "average");
//op1.setParameter("replenishment Value","Y");
Operator outp = location.getOperator("Write Excel");
outp.setParameter(ExcelExampleSource.PARAMETER_EXCEL_FILE, "D:\\rm\\data2.xlsx");
//RapidMiner.setExecutionMode(RapidMiner.ExecutionMode.COMMAND_LINE);
// RapidMiner.init();
// Process location1 = new Process(new File("D:\\rm\\replacemiss.rmp"));
// Operator opa = location.getOperator("Read Excel");
//opa.setParameter(ExcelExampleSource.PARAMETER_EXCEL_FILE, "D:\\rm\\data2.xlsx");
// Operator opa1=location.getOperator("Replace Missing Values");
// opa1.setParameter("attribute","");
// opa1.setParameter("default", "average");
IOContainer ioResult = location.run();
IOObject result = ioResult.getElementAt(0);
// use the result(s) as needed, for example if your process just returns one ExampleSet, use this:
if (ioResult.getElementAt(0) instanceof ExampleSet) {
ExampleSet resultSet = (ExampleSet)ioResult.getElementAt(0);
System.out.println(result);
int i=0;
for (Example example : resultSet) {
Iterator<Attribute> allAtts = example.getAttributes().allAttributes();
while(allAtts.hasNext()) {
Attribute a = allAtts.next();
if(i<=3)
System.out.print(a.getName()+ " ");
i++;
}
}
System.out.println("\n");
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+ " " );
//System.out.println("\n");
} else {
String value = example.getValueAsString(a);
System.out.print(value+ " ");
//System.out.println("\n");
}
}
System.out.println("\n");
}
}
}
}
import com.rapidminer.RapidMiner;
import com.rapidminer.Process;
import com.rapidminer.example.Attribute;
import com.rapidminer.example.Example;
import com.rapidminer.example.ExampleSet;
import com.rapidminer.operator.IOContainer;
import com.rapidminer.operator.IOObject;
import com.rapidminer.operator.Operator;
import com.rapidminer.operator.OperatorException;
import java.io.File;
import java.io.IOException;
import java.util.Iterator;
import org.freehep.graphicsio.swf.DefineBits;
import com.rapidminer.operator.io.ExcelExampleSource;
import com.rapidminer.repository.IOObjectEntry;
import com.rapidminer.repository.ProcessEntry;
import com.rapidminer.repository.RepositoryLocation;
import com.rapidminer.tools.XMLException;
public class replacemiss {
public static void main(String args[]) throws Exception {
// this initializes RapidMiner with your repositories available
RapidMiner.setExecutionMode(RapidMiner.ExecutionMode.COMMAND_LINE);
RapidMiner.init();
// loads the process from the repository
Process location = new Process(new File("D:\\rm\\replacemiss.rmp"));
//Entry entry = location.locateEntry();
//if (entry instanceof ProcessEntry) {
//Process process = new RepositoryProcessLocation(location).load(null);
Operator op = location.getOperator("Read Excel");
op.setParameter(ExcelExampleSource.PARAMETER_EXCEL_FILE, "D:\\rm\\data1.xlsx");
Operator op1=location.getOperator("Replace Missing Values");
op1.setParameter("attribute","Read_News");
op1.setParameter("default", "average");
//op1.setParameter("replenishment Value","Y");
Operator outp = location.getOperator("Write Excel");
outp.setParameter(ExcelExampleSource.PARAMETER_EXCEL_FILE, "D:\\rm\\data2.xlsx");
//RapidMiner.setExecutionMode(RapidMiner.ExecutionMode.COMMAND_LINE);
// RapidMiner.init();
// Process location1 = new Process(new File("D:\\rm\\replacemiss.rmp"));
// Operator opa = location.getOperator("Read Excel");
//opa.setParameter(ExcelExampleSource.PARAMETER_EXCEL_FILE, "D:\\rm\\data2.xlsx");
// Operator opa1=location.getOperator("Replace Missing Values");
// opa1.setParameter("attribute","");
// opa1.setParameter("default", "average");
IOContainer ioResult = location.run();
IOObject result = ioResult.getElementAt(0);
// use the result(s) as needed, for example if your process just returns one ExampleSet, use this:
if (ioResult.getElementAt(0) instanceof ExampleSet) {
ExampleSet resultSet = (ExampleSet)ioResult.getElementAt(0);
System.out.println(result);
int i=0;
for (Example example : resultSet) {
Iterator<Attribute> allAtts = example.getAttributes().allAttributes();
while(allAtts.hasNext()) {
Attribute a = allAtts.next();
if(i<=3)
System.out.print(a.getName()+ " ");
i++;
}
}
System.out.println("\n");
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+ " " );
//System.out.println("\n");
} else {
String value = example.getValueAsString(a);
System.out.print(value+ " ");
//System.out.println("\n");
}
}
System.out.println("\n");
}
}
}
}
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0
Answers
you have the values available which should go into each cell. I don't understand the problem? If you don't know how to use a JTable, please have a look at some Swing tutorials on the Internet.
As stated in the FAQ, this forum is for help with RapidMiner Studio code questions, not a general Java help forum. You won't have much luck doing your first steps in Java here.
Regards,
Marco