RM integration to Java (Text Mining) - Repository Problem

shioshio

I'm new to integrating RM to Java. I have a process that applies the model and word list I have stored using the Naive Bayes classification. I want to integrate that process to my Java application.

But I keep getting this problem with the repository:

Process run
INFO: Process starts
com.rapidminer.operator.UserError: Cannot resolve relative repository location 'Model'. Process is not associated with a repository.
	at com.rapidminer.Process.resolveRepositoryLocation(Process.java:1210)
	at com.rapidminer.operator.Operator.getParameterAsRepositoryLocation(Operator.java:1383)
	at com.rapidminer.operator.io.RepositorySource.getRepositoryEntry(RepositorySource.java:91)
	at com.rapidminer.operator.io.RepositorySource.read(RepositorySource.java:105)
	at com.rapidminer.operator.io.AbstractReader.doWork(AbstractReader.java:123)
	at com.rapidminer.operator.Operator.execute(Operator.java:834)
	at com.rapidminer.operator.execution.SimpleUnitExecutor.execute(SimpleUnitExecutor.java:51)
	at com.rapidminer.operator.ExecutionUnit.execute(ExecutionUnit.java:711)
	at com.rapidminer.operator.OperatorChain.doWork(OperatorChain.java:379)
	at com.rapidminer.operator.Operator.execute(Operator.java:834)
	at com.rapidminer.Process.run(Process.java:925)
	at com.rapidminer.Process.run(Process.java:848)
	at com.rapidminer.Process.run(Process.java:807)
	at com.rapidminer.Process.run(Process.java:802)
	at com.rapidminer.Process.run(Process.java:792)
	at RapidMinerPrototype.RMPrototype.btnClassifyActionPerformed(RMPrototype.java:286)
	at RapidMinerPrototype.RMPrototype.access$000(RMPrototype.java:53)
	at RapidMinerPrototype.RMPrototype$1.actionPerformed(RMPrototype.java:86)
	at javax.swing.AbstractButton.fireActionPerformed(AbstractButton.java:2018)
	at javax.swing.AbstractButton$Handler.actionPerformed(AbstractButton.java:2341)
	at javax.swing.DefaultButtonModel.fireActionPerformed(DefaultButtonModel.java:402)
	at javax.swing.DefaultButtonModel.setPressed(DefaultButtonModel.java:259)
	at javax.swing.plaf.basic.BasicButtonListener.mouseReleased(BasicButtonListener.java:252)
	at java.awt.Component.processMouseEvent(Component.java:6505)
	at javax.swing.JComponent.processMouseEvent(JComponent.java:3321)
	at java.awt.Component.processEvent(Component.java:6270)
	at java.awt.Container.processEvent(Container.java:2229)
	at java.awt.Component.dispatchEventImpl(Component.java:4861)
	at java.awt.Container.dispatchEventImpl(Container.java:2287)
	at java.awt.Component.dispatchEvent(Component.java:4687)
	at java.awt.LightweightDispatcher.retargetMouseEvent(Container.java:4832)
	at java.awt.LightweightDispatcher.processMouseEvent(Container.java:4492)
	at java.awt.LightweightDispatcher.dispatchEvent(Container.java:4422)
	at java.awt.Container.dispatchEventImpl(Container.java:2273)
	at java.awt.Window.dispatchEventImpl(Window.java:2719)
	at java.awt.Component.dispatchEvent(Component.java:4687)
	at java.awt.EventQueue.dispatchEventImpl(EventQueue.java:723)
	at java.awt.EventQueue.access$200(EventQueue.java:103)
	at java.awt.EventQueue$3.run(EventQueue.java:682)
	at java.awt.EventQueue$3.run(EventQueue.java:680)
	at java.security.AccessController.doPrivileged(Native Method)
	at java.security.ProtectionDomain$1.doIntersectionPrivilege(ProtectionDomain.java:76)
	at java.security.ProtectionDomain$1.doIntersectionPrivilege(ProtectionDomain.java:87)
	at java.awt.EventQueue$4.run(EventQueue.java:696)
	at java.awt.EventQueue$4.run(EventQueue.java:694)
	at java.security.AccessController.doPrivileged(Native Method)
	at java.security.ProtectionDomain$1.doIntersectionPrivilege(ProtectionDomain.java:76)
	at java.awt.EventQueue.dispatchEvent(EventQueue.java:693)
	at java.awt.EventDispatchThread.pumpOneEventForFilters(EventDispatchThread.java:244)
	at java.awt.EventDispatchThread.pumpEventsForFilter(EventDispatchThread.java:163)
	at java.awt.EventDispatchThread.pumpEventsForHierarchy(EventDispatchThread.java:151)
	at java.awt.EventDispatchThread.pumpEvents(EventDispatchThread.java:147)
	at java.awt.EventDispatchThread.pumpEvents(EventDispatchThread.java:139)
	at java.awt.EventDispatchThread.run(EventDispatchThread.java:97)

I am following this http://rapid-i.com/rapidforum/index.php/topic,3862.msg14364.html#msg14364.
This is my code.

try {
            
           RapidMiner.setExecutionMode(RapidMiner.ExecutionMode.COMMAND_LINE);
            RapidMiner.init();
           
           RepositoryLocation location = new RepositoryLocation("//NewLocalRepository/TrendClass(70%)/Apply Model (Oct Data)"); 
             
           ProcessEntry pEntry = (ProcessEntry) location.locateEntry();         

           String xmlprocess = pEntry.retrieveXML();
           Process process = new Process(xmlprocess);
           
           RepositoryLocation objectsLoc = new RepositoryLocation("//NewLocalRepository/TrendClass(70%)/WordList");
           IOObjectEntry entry = (IOObjectEntry) objectsLoc.locateEntry();    
           
            IOObject myObject;
            myObject = entry.retrieveData(null);
            IOContainer ioInput = new IOContainer(new IOObject[] {myObject});
            
            IOContainer ioResult = process.run();
            IOObject result = ioResult.getElementAt(0);
      
            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");
       }
        }
           
            
           
          } catch (IOException | XMLException | OperatorException ex) {
            ex.printStackTrace();
          } catch (RepositoryException ex) {
            Logger.getLogger(RMPrototype.class.getName()).log(Level.SEVERE, null, ex);
        }

Marco_Boeck

Hi,

I'm afraid the example I posted there is not working in case your process makes use of parameters resolving local repository locations. Because the process itself is not linked to a repository location if created that way, it does not know where to find the specified files. To fix this, add

process.setProcessLocation(new RepositoryProcessLocation(location));

after you have created your process.

Regards,
Marco