tech.tablesaw.plotly.api.Heatmap Maven / Gradle / Ivy

Go to download

Show more of this group Show more artifacts with this name
Show all versions of tablesaw-jsplot Show documentation

There is a newer version: 0.43.3

package tech.tablesaw.plotly.api;

import java.util.List;
import tech.tablesaw.api.Table;
import tech.tablesaw.columns.Column;
import tech.tablesaw.plotly.components.Figure;
import tech.tablesaw.plotly.components.Layout;
import tech.tablesaw.plotly.traces.HeatmapTrace;
import tech.tablesaw.util.DoubleArrays;

public class Heatmap {

  private Heatmap() {}

  public static Figure create(String title, Table table, String categoryCol1, String categoryCol2) {
    Layout layout = Layout.builder(title).build();

    Table counts = table.xTabCounts(categoryCol1, categoryCol2);
    counts = counts.dropRows(counts.rowCount() - 1);
    List> columns = counts.columns();
    columns.remove(counts.columnCount() - 1);
    Column yColumn = columns.remove(0);
    double[][] z = DoubleArrays.to2dArray(counts.numericColumns());

    Object[] x = counts.columnNames().toArray();
    Object[] y = yColumn.asObjectArray();
    HeatmapTrace trace = HeatmapTrace.builder(x, y, z).build();
    return new Figure(layout, trace);
  }
}