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Sir, i tried following code for calling replace missing operator of rapid miner from the eclipse Juno......
/************************************************************************/
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 listattribute {
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("C:\\Users\\Dimpal\\.RapidMiner5\\repositories\\Local Repository\\processes\\test.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, "C:\\Users\\Dimpal\\.RapidMiner5\\repositories\\Local Repository\\processes\\sample.xlsx");
Operator op1=location.getOperator("Replace Missing Values");
op1.setParameter("attribute","city");
op1.setParameter("default", "average");
//op1.setParameter("replenishment Value","Y");
Operator outp = location.getOperator("Write Excel");
outp.setParameter(ExcelExampleSource.PARAMETER_EXCEL_FILE, "C:\\Users\\Dimpal\\.RapidMiner5\\repositories\\Local Repository\\processes\\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");
}
}
}
}
/***********************************************************************/
And i got the Following exception ...
/********************************************************************************************/
Apr 30, 2015 6:55:07 PM com.rapidminer.RapidMiner performFirstInitialization
INFO: Performing upgrade from version 5.3.013 to version 5.3.015
Apr 30, 2015 6:55:08 PM com.rapidminer.tools.ParameterService init
INFO: Reading configuration resource com/rapidminer/resources/rapidminerrc.
Apr 30, 2015 6:55:08 PM com.rapidminer.tools.I18N <clinit>
INFO: Set locale to en.
Apr 30, 2015 6:55:09 PM com.rapid_i.Launcher ensureRapidMinerHomeSet
INFO: Property rapidminer.home is not set. Guessing.
Apr 30, 2015 6:55:09 PM com.rapid_i.Launcher ensureRapidMinerHomeSet
INFO: Trying base directory of classes (build) 'D:\SHIVU\Project\Git'...gotcha!
Apr 30, 2015 6:55:26 PM com.rapidminer.tools.expression.parser.ExpressionParserFactory <clinit>
INFO: Default version of expression parser registered successfully
Apr 30, 2015 6:55:30 PM com.rapidminer.parameter.ParameterTypePassword decryptPassword
WARNING: Password in XML file looks like unencrypted plain text.
Apr 30, 2015 6:55:39 PM com.rapidminer.tools.OperatorService init
INFO: Number of registered operator classes: 443; number of registered operator descriptions: 444; number of replacements: 403
Apr 30, 2015 6:55:40 PM com.rapidminer.tools.jdbc.JDBCProperties <init>
WARNING: Missing database driver class name for ODBC Bridge (e.g. Access)
Apr 30, 2015 6:55:40 PM com.rapidminer.tools.jdbc.JDBCProperties registerDrivers
INFO: JDBC driver ca.ingres.jdbc.IngresDriver not found. Probably the driver is not installed.
Apr 30, 2015 6:55:40 PM com.rapidminer.tools.jdbc.JDBCProperties registerDrivers
INFO: JDBC driver oracle.jdbc.driver.OracleDriver not found. Probably the driver is not installed.
Exception in thread "main" java.lang.NullPointerException
at listattribute.main(listattribute.java:44)
/********************************************************************************************/
/************************************************************************/
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 listattribute {
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("C:\\Users\\Dimpal\\.RapidMiner5\\repositories\\Local Repository\\processes\\test.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, "C:\\Users\\Dimpal\\.RapidMiner5\\repositories\\Local Repository\\processes\\sample.xlsx");
Operator op1=location.getOperator("Replace Missing Values");
op1.setParameter("attribute","city");
op1.setParameter("default", "average");
//op1.setParameter("replenishment Value","Y");
Operator outp = location.getOperator("Write Excel");
outp.setParameter(ExcelExampleSource.PARAMETER_EXCEL_FILE, "C:\\Users\\Dimpal\\.RapidMiner5\\repositories\\Local Repository\\processes\\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");
}
}
}
}
/***********************************************************************/
And i got the Following exception ...
/********************************************************************************************/
Apr 30, 2015 6:55:07 PM com.rapidminer.RapidMiner performFirstInitialization
INFO: Performing upgrade from version 5.3.013 to version 5.3.015
Apr 30, 2015 6:55:08 PM com.rapidminer.tools.ParameterService init
INFO: Reading configuration resource com/rapidminer/resources/rapidminerrc.
Apr 30, 2015 6:55:08 PM com.rapidminer.tools.I18N <clinit>
INFO: Set locale to en.
Apr 30, 2015 6:55:09 PM com.rapid_i.Launcher ensureRapidMinerHomeSet
INFO: Property rapidminer.home is not set. Guessing.
Apr 30, 2015 6:55:09 PM com.rapid_i.Launcher ensureRapidMinerHomeSet
INFO: Trying base directory of classes (build) 'D:\SHIVU\Project\Git'...gotcha!
Apr 30, 2015 6:55:26 PM com.rapidminer.tools.expression.parser.ExpressionParserFactory <clinit>
INFO: Default version of expression parser registered successfully
Apr 30, 2015 6:55:30 PM com.rapidminer.parameter.ParameterTypePassword decryptPassword
WARNING: Password in XML file looks like unencrypted plain text.
Apr 30, 2015 6:55:39 PM com.rapidminer.tools.OperatorService init
INFO: Number of registered operator classes: 443; number of registered operator descriptions: 444; number of replacements: 403
Apr 30, 2015 6:55:40 PM com.rapidminer.tools.jdbc.JDBCProperties <init>
WARNING: Missing database driver class name for ODBC Bridge (e.g. Access)
Apr 30, 2015 6:55:40 PM com.rapidminer.tools.jdbc.JDBCProperties registerDrivers
INFO: JDBC driver ca.ingres.jdbc.IngresDriver not found. Probably the driver is not installed.
Apr 30, 2015 6:55:40 PM com.rapidminer.tools.jdbc.JDBCProperties registerDrivers
INFO: JDBC driver oracle.jdbc.driver.OracleDriver not found. Probably the driver is not installed.
Exception in thread "main" java.lang.NullPointerException
at listattribute.main(listattribute.java:44)
/********************************************************************************************/
please have a look at the development FAQ: http://rapid-i.com/rapidforum/index.php/topic,5807.0.html
Regards,
Marco