Examples with CenterWordStart com.kennycason.kumo.wordstart.CenterWordStart used on opensource projects

Example 1 with CenterWordStart

use of com.kennycason.kumo.wordstart.CenterWordStart in project pyramid by cheng-li.

the class ClusterLabels method plot.

public static void plot(Config config) throws Exception {
    BM bm = (BM) Serialization.deserialize(new File(config.getString("output.dir"), "model"));
    double[] coefficients = bm.getMixtureCoefficients();
    int[] sortedComponents = ArgSort.argSortDescending(bm.getMixtureCoefficients());
    File clusterFolder = Paths.get(config.getString("output.dir"), "clusters").toFile();
    clusterFolder.mkdirs();
    FileUtils.cleanDirectory(clusterFolder);
    for (int i = 0; i < sortedComponents.length; i++) {
        int k = sortedComponents[i];
        List<WordFrequency> frequencies = getCluster(bm, k);
        double max = frequencies.stream().mapToDouble(WordFrequency::getFrequency).max().getAsDouble();
        double sum = frequencies.stream().mapToDouble(WordFrequency::getFrequency).sum();
        double ratio = sum / max;
        final Dimension dimension = new Dimension(600, 600);
        final WordCloud wordCloud = new WordCloud(dimension, CollisionMode.RECTANGLE);
        wordCloud.setPadding(0);
        wordCloud.setAngleGenerator(new AngleGenerator(0));
        wordCloud.setBackground(new RectangleBackground(dimension));
        wordCloud.setColorPalette(buildRandomColorPalette(20));
        wordCloud.setBackgroundColor(Color.WHITE);
        wordCloud.setFontScalar(new LinearFontScalar(20, (int) (500 / ratio)));
        wordCloud.setWordStartStrategy(new CenterWordStart());
        wordCloud.build(frequencies);
        File out = Paths.get(config.getString("output.dir"), "clusters", "" + i + "_" + coefficients[k] + ".png").toFile();
        wordCloud.writeToFile(out.getAbsolutePath());
    }
}