Examples with DoubleCell org.knime.core.data.def.DoubleCell used on opensource projects

Example 76 with DoubleCell

use of org.knime.core.data.def.DoubleCell in project knime-core by knime.

the class AbstractHistogramPlotter method updateBinWidth.

/**
 * Updates ONLY the width of the bins.
 * @param binWidth the new bin width
 */
protected void updateBinWidth(final int binWidth) {
    final AbstractHistogramVizModel vizModel = getHistogramVizModel();
    if (vizModel == null) {
        LOGGER.debug("VizModel was null");
        return;
    }
    if (!vizModel.setBinWidth(binWidth)) {
        return;
    }
    final Dimension drawingSpace = vizModel.getDrawingSpace();
    if (drawingSpace == null) {
        throw new IllegalStateException("Drawing space must not be null");
    }
    final double drawingWidth = drawingSpace.getWidth();
    final double drawingHeight = drawingSpace.getHeight();
    final Coordinate xCoordinates = getXCoordinate();
    final Coordinate aggrCoordinate = getAggregationCoordinate();
    final int baseLine = (int) (drawingHeight - aggrCoordinate.calculateMappedValue(new DoubleCell(0), drawingHeight));
    final HistogramDrawingPane drawingPane = getHistogramDrawingPane();
    final int newBinWidth = vizModel.getBinWidth();
    final List<Color> barElementColors = vizModel.getRowColors();
    final HistogramHiliteCalculator calculator = vizModel.getHiliteCalculator();
    final Collection<ColorColumn> aggrColumns = vizModel.getAggrColumns();
    for (final BinDataModel bin : vizModel.getBins()) {
        final DataCell captionCell = bin.getXAxisCaptionCell();
        final double labelCoord = xCoordinates.calculateMappedValue(captionCell, drawingWidth);
        // subtract half of the bar width from the start position to place
        // the middle point of the bar on the mapped coordinate position
        final int xCoord = (int) (labelCoord - (newBinWidth / 2.0));
        bin.updateBinWidth(xCoord, newBinWidth, barElementColors, aggrColumns, baseLine, calculator);
    }
    // if only the bar width changes we don't need to update the properties
    // since the bar width change is triggered by the property component
    // itself
    drawingPane.setHistogramVizModel(vizModel, false);
}

Example 77 with DoubleCell

use of org.knime.core.data.def.DoubleCell in project knime-core by knime.

the class BoxPlotter method updateOutliers.

/**
 * Sets the outliers as dotinfo to the scatterplotter drawing pane to
 * make them selectable and hilite-able.
 * @param yCoordinate the corresponding y coordinate.
 * @param box the box (column).
 * @return the mapped outliers for this column.
 */
protected List<DotInfo> updateOutliers(final Coordinate yCoordinate, final Box box) {
    int height = getDrawingPaneDimension().height - OFFSET;
    List<DotInfo> dotList = new ArrayList<DotInfo>();
    int x = box.getX();
    String colName = box.getColumnName();
    // the mild outliers
    Map<Double, Set<RowKey>> mildOutliers = ((BoxPlotDataProvider) getDataProvider()).getMildOutliers().get(colName);
    for (Map.Entry<Double, Set<RowKey>> entry : mildOutliers.entrySet()) {
        double value = entry.getKey();
        for (RowKey key : entry.getValue()) {
            int y = (int) getScreenYCoordinate(yCoordinate.calculateMappedValue(new DoubleCell(value), height)) - (OFFSET / 2);
            DotInfo dot = new DotInfo(x, y, key, delegateIsHiLit(key), ColorAttr.DEFAULT, 1, 0);
            dot.setXDomainValue(new StringCell(colName));
            dot.setYDomainValue(new DoubleCell(value));
            dot.setShape(ShapeFactory.getShape(ShapeFactory.CIRCLE));
            dotList.add(dot);
        }
    }
    // the extreme outliers
    Map<Double, Set<RowKey>> extremeOutliers = ((BoxPlotDataProvider) getDataProvider()).getExtremeOutliers().get(colName);
    for (Map.Entry<Double, Set<RowKey>> entry : extremeOutliers.entrySet()) {
        double value = entry.getKey();
        for (RowKey key : entry.getValue()) {
            int y = (int) getScreenYCoordinate(yCoordinate.calculateMappedValue(new DoubleCell(value), height)) - (OFFSET / 2);
            DotInfo dot = new DotInfo(x, y, key, delegateIsHiLit(key), ColorAttr.DEFAULT, 1, 0);
            dot.setShape(ShapeFactory.getShape(ShapeFactory.CROSS));
            dot.setXDomainValue(new StringCell(colName));
            dot.setYDomainValue(new DoubleCell(value));
            dotList.add(dot);
        }
    }
    return dotList;
}

Example 78 with DoubleCell

use of org.knime.core.data.def.DoubleCell in project knime-core by knime.

the class Normalizer3NodeModel method calculate.

/**
 * New normalized {@link org.knime.core.data.DataTable} is created depending on the mode.
 */
/**
 * @param inData The input data.
 * @param exec For BufferedDataTable creation and progress.
 * @return the result of the calculation
 * @throws Exception If the node calculation fails for any reason.
 */
protected CalculationResult calculate(final PortObject[] inData, final ExecutionContext exec) throws Exception {
    BufferedDataTable inTable = (BufferedDataTable) inData[0];
    DataTableSpec inSpec = inTable.getSpec();
    // extract selected numeric columns
    String[] includedColumns = getIncludedComlumns(inSpec);
    Normalizer2 ntable = new Normalizer2(inTable, includedColumns);
    long rowcount = inTable.size();
    ExecutionContext prepareExec = exec.createSubExecutionContext(0.3);
    AffineTransTable outTable;
    boolean fixDomainBounds = false;
    switch(m_config.getMode()) {
        case MINMAX:
            fixDomainBounds = true;
            outTable = ntable.doMinMaxNorm(m_config.getMax(), m_config.getMin(), prepareExec);
            break;
        case Z_SCORE:
            outTable = ntable.doZScoreNorm(prepareExec);
            break;
        case DECIMALSCALING:
            outTable = ntable.doDecimalScaling(prepareExec);
            break;
        default:
            throw new InvalidSettingsException("No mode set");
    }
    if (outTable.getErrorMessage() != null) {
        // something went wrong, report and throw an exception
        throw new Exception(outTable.getErrorMessage());
    }
    if (ntable.getErrorMessage() != null) {
        // something went wrong during initialization, report.
        setWarningMessage(ntable.getErrorMessage());
    }
    DataTableSpec modelSpec = FilterColumnTable.createFilterTableSpec(inSpec, includedColumns);
    AffineTransConfiguration configuration = outTable.getConfiguration();
    DataTableSpec spec = outTable.getDataTableSpec();
    // the same transformation, which is not guaranteed to snap to min/max)
    if (fixDomainBounds) {
        DataColumnSpec[] newColSpecs = new DataColumnSpec[spec.getNumColumns()];
        for (int i = 0; i < newColSpecs.length; i++) {
            newColSpecs[i] = spec.getColumnSpec(i);
        }
        for (int i = 0; i < includedColumns.length; i++) {
            int index = spec.findColumnIndex(includedColumns[i]);
            DataColumnSpecCreator creator = new DataColumnSpecCreator(newColSpecs[index]);
            DataColumnDomainCreator domCreator = new DataColumnDomainCreator(newColSpecs[index].getDomain());
            domCreator.setLowerBound(new DoubleCell(m_config.getMin()));
            domCreator.setUpperBound(new DoubleCell(m_config.getMax()));
            creator.setDomain(domCreator.createDomain());
            newColSpecs[index] = creator.createSpec();
        }
        spec = new DataTableSpec(spec.getName(), newColSpecs);
    }
    ExecutionMonitor normExec = exec.createSubProgress(.7);
    BufferedDataContainer container = exec.createDataContainer(spec);
    long count = 1;
    for (DataRow row : outTable) {
        normExec.checkCanceled();
        normExec.setProgress(count / (double) rowcount, "Normalizing row no. " + count + " of " + rowcount + " (\"" + row.getKey() + "\")");
        container.addRowToTable(row);
        count++;
    }
    container.close();
    return new CalculationResult(container.getTable(), modelSpec, configuration);
}

Example 79 with DoubleCell

use of org.knime.core.data.def.DoubleCell in project knime-core by knime.

the class LinearInterpolationStatisticTB method consumeRow.

/**
 * {@inheritDoc}
 */
@Override
protected void consumeRow(final DataRow dataRow) {
    DataCell cell = dataRow.getCell(getColumnIndex());
    if (cell.isMissing()) {
        incMissing();
    } else {
        for (int i = 0; i < getNumMissing(); i++) {
            DataCell res;
            if (getPrevious().isMissing()) {
                res = cell;
            } else {
                if (m_isDateColumn) {
                    DateAndTimeValue val = (DateAndTimeValue) cell;
                    DateAndTimeValue prevVal = (DateAndTimeValue) getPrevious();
                    boolean hasDate = val.hasDate() | prevVal.hasDate();
                    boolean hasTime = val.hasTime() | prevVal.hasTime();
                    boolean hasMilis = val.hasMillis() | prevVal.hasMillis();
                    long prev = prevVal.getUTCTimeInMillis();
                    long next = val.getUTCTimeInMillis();
                    long lin = Math.round(prev + 1.0 * (i + 1) / (1.0 * (getNumMissing() + 1)) * (next - prev));
                    res = new DateAndTimeCell(lin, hasDate, hasTime, hasMilis);
                } else {
                    DoubleValue val = (DoubleValue) cell;
                    double prev = ((DoubleValue) getPrevious()).getDoubleValue();
                    double next = val.getDoubleValue();
                    double lin = prev + 1.0 * (i + 1) / (1.0 * (getNumMissing() + 1)) * (next - prev);
                    if (getPrevious() instanceof IntValue) {
                        // get an int, create an int
                        res = new IntCell((int) Math.round(lin));
                    } else if (getPrevious() instanceof LongValue) {
                        // get an long, create an long
                        res = new LongCell(Math.round(lin));
                    } else {
                        res = new DoubleCell(lin);
                    }
                }
            }
            addMapping(res);
        }
        resetMissing(cell);
    }
}

Example 80 with DoubleCell

use of org.knime.core.data.def.DoubleCell in project knime-core by knime.

the class AverageInterpolationStatisticTB method consumeRow.

/**
 * {@inheritDoc}
 */
@Override
protected void consumeRow(final DataRow dataRow) {
    DataCell cell = dataRow.getCell(getColumnIndex());
    if (cell.isMissing()) {
        incMissing();
    } else {
        for (int i = 0; i < getNumMissing(); i++) {
            DataCell res;
            if (getPrevious().isMissing()) {
                res = cell;
            } else {
                if (m_isDateColumn) {
                    DateAndTimeValue val = (DateAndTimeValue) cell;
                    DateAndTimeValue prevVal = (DateAndTimeValue) getPrevious();
                    boolean hasDate = val.hasDate() | prevVal.hasDate();
                    boolean hasTime = val.hasTime() | prevVal.hasTime();
                    boolean hasMilis = val.hasMillis() | prevVal.hasMillis();
                    long prev = prevVal.getUTCTimeInMillis();
                    long next = val.getUTCTimeInMillis();
                    long lin = Math.round((prev + next) / 2);
                    res = new DateAndTimeCell(lin, hasDate, hasTime, hasMilis);
                } else {
                    DoubleValue val = (DoubleValue) cell;
                    double prev = ((DoubleValue) getPrevious()).getDoubleValue();
                    double next = val.getDoubleValue();
                    double lin = (prev + next) / 2;
                    if (getPrevious() instanceof IntValue) {
                        // get an int, create an int
                        res = new IntCell((int) Math.round(lin));
                    } else if (getPrevious() instanceof LongValue) {
                        // get an long, create an long
                        res = new LongCell(Math.round(lin));
                    } else {
                        res = new DoubleCell(lin);
                    }
                }
            }
            addMapping(res);
        }
        resetMissing(cell);
    }
}