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/*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*/
package tech.tablesaw.plotting.xchart;
import org.knowm.xchart.SwingWrapper;
import org.knowm.xchart.XYChart;
import org.knowm.xchart.XYSeries;
import org.knowm.xchart.style.markers.SeriesMarkers;
import tech.tablesaw.api.NumberColumn;
import tech.tablesaw.api.Table;
import tech.tablesaw.table.TableSlice;
import tech.tablesaw.table.TableSliceGroup;
import tech.tablesaw.util.DoubleArrays;
import java.util.Arrays;
import static tech.tablesaw.plotting.xchart.XchartDefaults.*;
/**
*
*/
public class XchartLine {
private static final String WINDOW_TITLE = "Tablesaw";
public static void show(String chartTitle, NumberColumn yColumn) {
double[] x = DoubleArrays.toN(yColumn.size());
show(chartTitle, x, yColumn, DEFAULT_WIDTH, DEFAULT_HEIGHT);
}
public static void show(String chartTitle, NumberColumn xColumn, NumberColumn yColumn, int markerSize) {
show(chartTitle, xColumn, yColumn, DEFAULT_WIDTH, DEFAULT_HEIGHT, markerSize);
}
public static void show(String chartTitle, NumberColumn xColumn, NumberColumn yColumn) {
int markerSize = 2;
show(chartTitle, xColumn, yColumn, DEFAULT_WIDTH, DEFAULT_HEIGHT, markerSize);
}
public static void show(String chartTitle, NumberColumn xColumn, NumberColumn yColumn, TableSliceGroup group) {
XYChart chart = new XYChart(DEFAULT_WIDTH, DEFAULT_HEIGHT);
chart.setTitle(chartTitle);
chart.setXAxisTitle(xColumn.name());
chart.setYAxisTitle(yColumn.name());
chart.getStyler().setTheme(new TablesawTheme());
chart.getStyler().setMarkerSize(5);
chart.getStyler().setDefaultSeriesRenderStyle(XYSeries.XYSeriesRenderStyle.Scatter);
for (TableSlice view : group) {
double[] xData = view.numberColumn(xColumn.name()).asDoubleArray();
double[] yData = view.numberColumn(yColumn.name()).asDoubleArray();
chart.addSeries(view.name(), Arrays.copyOf(xData, xData.length), Arrays.copyOf(yData, yData.length));
}
new SwingWrapper<>(chart).displayChart(WINDOW_TITLE);
}
public static void show(String chartTitle,
NumberColumn xColumn,
NumberColumn yColumn,
TableSliceGroup group,
int markerSize) {
XYChart chart = new XYChart(DEFAULT_WIDTH, DEFAULT_HEIGHT);
chart.setTitle(chartTitle);
chart.setXAxisTitle(xColumn.name());
chart.setYAxisTitle(yColumn.name());
chart.getStyler().setTheme(new TablesawTheme());
chart.getStyler().setMarkerSize(markerSize);
chart.getStyler().setDefaultSeriesRenderStyle(XYSeries.XYSeriesRenderStyle.Scatter);
for (Table view : group.asTableList()) {
double[] xData = view.numberColumn(xColumn.name()).asDoubleArray();
double[] yData = view.numberColumn(yColumn.name()).asDoubleArray();
chart.addSeries(view.name(), Arrays.copyOf(xData, xData.length), Arrays.copyOf(yData, yData.length));
}
new SwingWrapper<>(chart).displayChart(WINDOW_TITLE);
}
public static void show(String chartTitle,
NumberColumn xColumn,
NumberColumn yColumn,
int width,
int height,
int markerSize) {
double[] xData = xColumn.asDoubleArray();
double[] yData = yColumn.asDoubleArray();
// Create Chart
XYChart chart = new XYChart(width, height);
chart.setTitle(chartTitle);
chart.setXAxisTitle(xColumn.name());
chart.setYAxisTitle(yColumn.name());
chart.getStyler().setTheme(new TablesawTheme());
chart.getStyler().setMarkerSize(markerSize);
// chart.getStyler().setDefaultSeriesRenderStyle(XYSeries.XYSeriesRenderStyle.Scatter);
XYSeries series = chart.addSeries(yColumn.name() + " by " + xColumn.name(), xData, yData);
series.setMarker(SeriesMarkers.CIRCLE);
new SwingWrapper<>(chart).displayChart(WINDOW_TITLE);
}
public static void show(String chartTitle, double[] xData, NumberColumn yColumn, int width, int height) {
double[] yData = yColumn.asDoubleArray();
// Create Chart
XYChart chart = new XYChart(width, height);
chart.setTitle(chartTitle);
chart.setYAxisTitle(yColumn.name());
chart.getStyler().setTheme(new TablesawTheme());
chart.getStyler().setMarkerSize(2);
chart.getStyler().setDefaultSeriesRenderStyle(XYSeries.XYSeriesRenderStyle.Scatter);
XYSeries series = chart.addSeries("Ranked: " + yColumn.name(), xData, yData);
series.setMarker(SeriesMarkers.CIRCLE);
new SwingWrapper<>(chart).displayChart(WINDOW_TITLE);
}
/**
* Displays a line chart with the first numeric column used for the x axis, and the others as
* series to plot against it
*/
public static void show(String chartTitle, NumberColumn x, NumberColumn... ySeries) {
XYChart chart = new XYChart(DEFAULT_WIDTH, DEFAULT_HEIGHT);
chart.setTitle(chartTitle);
chart.setXAxisTitle(x.name());
chart.getStyler().setTheme(new TablesawTheme());
chart.getStyler().setMarkerSize(1);
chart.getStyler().setDefaultSeriesRenderStyle(XYSeries.XYSeriesRenderStyle.Line);
for (NumberColumn y : ySeries) {
chart.addSeries(y.name(), x.asDoubleArray(), y.asDoubleArray());
}
new SwingWrapper<>(chart)
.displayChart(WINDOW_TITLE);
}
}