Examples with PMMLPortObject org.knime.core.node.port.pmml.PMMLPortObject used on opensource projects

Example 36 with PMMLPortObject

use of org.knime.core.node.port.pmml.PMMLPortObject in project knime-core by knime.

the class CategoryToNumberNodeModel method createStreamableOperator.

/**
 * {@inheritDoc}
 */
@Override
public StreamableOperator createStreamableOperator(final PartitionInfo partitionInfo, final PortObjectSpec[] inSpecs) throws InvalidSettingsException {
    return new StreamableOperator() {

        @Override
        public void runFinal(final PortInput[] inputs, final PortOutput[] outputs, final ExecutionContext exec) throws Exception {
            ColumnRearranger cr = createRearranger((DataTableSpec) inSpecs[0]);
            cr.createStreamableFunction(0, 0).runFinal(inputs, outputs, exec);
            // the optional PMML in port (can be null)
            PMMLPortObject inPMMLPort = null;
            if (m_pmmlInEnabled && inputs[1] != null) {
                inPMMLPort = (PMMLPortObject) ((PortObjectInput) inputs[1]).getPortObject();
            }
            PMMLPortObjectSpecCreator creator = new PMMLPortObjectSpecCreator(inPMMLPort, cr.createSpec());
            PMMLPortObject outPMMLPort = new PMMLPortObject(creator.createSpec(), inPMMLPort);
            for (CategoryToNumberCellFactory factory : m_factories) {
                PMMLMapValuesTranslator trans = new PMMLMapValuesTranslator(factory.getConfig(), new DerivedFieldMapper(inPMMLPort));
                outPMMLPort.addGlobalTransformations(trans.exportToTransDict());
            }
            PortObjectOutput portObjectOutput = (PortObjectOutput) outputs[1];
            portObjectOutput.setPortObject(outPMMLPort);
        }
    };
}

Example 37 with PMMLPortObject

use of org.knime.core.node.port.pmml.PMMLPortObject in project knime-core by knime.

the class CategoryToNumberApplyNodeModel method execute.

/**
 * {@inheritDoc}
 */
@Override
protected PortObject[] execute(final PortObject[] inData, final ExecutionContext exec) throws Exception {
    PMMLPortObject model = (PMMLPortObject) inData[0];
    BufferedDataTable table = (BufferedDataTable) inData[1];
    ColumnRearranger rearranger = createRearranger(table.getDataTableSpec(), model);
    if (null == rearranger) {
        throw new IllegalArgumentException("No map values configuration found.");
    }
    BufferedDataTable outTable = exec.createColumnRearrangeTable(table, rearranger, exec);
    return new PortObject[] { model, outTable };
}

Example 38 with PMMLPortObject

use of org.knime.core.node.port.pmml.PMMLPortObject in project knime-core by knime.

the class NumberToCategoryApplyNodeModel method execute.

/**
 * {@inheritDoc}
 */
@Override
protected PortObject[] execute(final PortObject[] inData, final ExecutionContext exec) throws Exception {
    PMMLPortObject model = (PMMLPortObject) inData[0];
    BufferedDataTable table = (BufferedDataTable) inData[1];
    ColumnRearranger rearranger = createRearranger(table.getDataTableSpec(), model);
    if (null == rearranger) {
        throw new IllegalArgumentException("No map values configuration found.");
    }
    BufferedDataTable outTable = exec.createColumnRearrangeTable(table, rearranger, exec);
    return new PortObject[] { model, outTable };
}

Example 39 with PMMLPortObject

use of org.knime.core.node.port.pmml.PMMLPortObject in project knime-core by knime.

the class DataColumnSpecFilterPMMLNodeModel method createStreamableOperator.

/**
 * {@inheritDoc}
 */
@Override
public StreamableOperator createStreamableOperator(final PartitionInfo partitionInfo, final PortObjectSpec[] inSpecs) throws InvalidSettingsException {
    final ColumnRearranger corea = createColumnRearranger((DataTableSpec) inSpecs[0]);
    final StreamableFunction fct = corea.createStreamableFunction();
    return new StreamableOperator() {

        @Override
        public void runFinal(final PortInput[] inputs, final PortOutput[] outputs, final ExecutionContext exec) throws Exception {
            // execute streamable in- and outport (0)
            fct.init(exec);
            fct.runFinal(inputs, outputs, exec);
            fct.finish();
            DataTableSpec outSpec = corea.createSpec();
            // pmml ports
            PMMLPortObject pmmlIn = (PMMLPortObject) ((PortObjectInput) inputs[1]).getPortObject();
            final PMMLPortObject pmmlOut = createPMMLOut(pmmlIn, outSpec, getFilterResult((DataTableSpec) inSpecs[0]));
            ((PortObjectOutput) outputs[1]).setPortObject(pmmlOut);
        }
    };
}

Example 40 with PMMLPortObject

use of org.knime.core.node.port.pmml.PMMLPortObject in project knime-core by knime.

the class One2ManyCol2PMMLNodeModel method execute.

/**
 * {@inheritDoc}
 */
@Override
protected PortObject[] execute(final PortObject[] inObjects, final ExecutionContext exec) throws Exception {
    BufferedDataTable inData = (BufferedDataTable) inObjects[0];
    DataTableSpec dts = inData.getDataTableSpec();
    checkColumnsSpecs(dts);
    String[] includes = m_includedColumns.applyTo(dts).getIncludes();
    One2ManyCellFactory cellFactory = new One2ManyCellFactory(dts, Arrays.asList(includes), m_appendOrgColName);
    BufferedDataTable outData = exec.createColumnRearrangeTable(inData, createRearranger(dts, cellFactory), exec);
    if (m_pmmlOutEnabled) {
        // the optional PMML in port (can be null)
        PMMLPortObject inPMMLPort = m_pmmlInEnabled ? (PMMLPortObject) inObjects[1] : null;
        PMMLOne2ManyTranslator trans = new PMMLOne2ManyTranslator(cellFactory.getColumnMapping(), new DerivedFieldMapper(inPMMLPort));
        PMMLPortObjectSpecCreator creator = new PMMLPortObjectSpecCreator(inPMMLPort, outData.getDataTableSpec());
        PMMLPortObject outPMMLPort = new PMMLPortObject(creator.createSpec(), inPMMLPort);
        outPMMLPort.addGlobalTransformations(trans.exportToTransDict());
        return new PortObject[] { outData, outPMMLPort };
    } else {
        return new PortObject[] { outData };
    }
}