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How To Call Rapidminer Process In Eclipse

Shivangi

I am MCA 5th sem student and doing my project
i connect rapidminer with eclipse so can you help me for how to call rapidminer processes into eclipse

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Marco_Boeck

Hi,

please have a look at the development FAQ: http://rapid-i.com/rapidforum/index.php/topic,5807.0.html

Regards,
Marco

Shivangi

Thank You Sir For Replaying

Bt sir i did't get it ,can you give me specific example ?

Marco_Boeck

Hi,

please be a bit more specific. The FAQ contains information and examples from making Studio available in Eclipse (and your project) to executing processes and inspecting the results.
What exactly is it you're having problems with?

Regards,
Marco

Shivangi

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)

/********************************************************************************************/

Marco_Boeck

Hi,

you're trying to access an operator which cannot be found under the specified name it seems. Debug your process and see what operators it contains and how they are called. Probably you misspelled its name.

Regards,
Marco

Shivangi

Thank you sir

Sir i also try for clustering but i got same NullPointerException.
For calling rapidminer process in eclipse XML file is required??

Marco_Boeck

Hi,

to create a simply process, all you really need is a String which equals the contents of a .rmp file in your repository, aka a process. The content is XML, but you don't need any files for that.

Regards,
Marco

Shivangi

Hello

Sir .rmp file is ok but i get nullpointerexception with following line:

op.setParameter(ExcelExampleSource.PARAMETER_EXCEL_FILE, "C:\\Users\\Dimpal\\.RapidMiner5\\repositories\\Local Repository\\processes\\sample.xlsx");

please reply me

Marco_Boeck

Hi,

you can use your regular debugging tools for figuring out what's wrong. It's Java, after all

As I already said, in that line you can only get an NPE if the operator you retrieved was null. And that is the case when you try to get an Operator from a Process via a non-existent name.

Regards,
Marco

dataj1993

hello sir

about the page which explain how to call rapid miner process in eclipse it doesnt working

can you help me please