ta4jexamples.indicators.IndicatorsToChart Maven / Gradle / Ivy
/**
* The MIT License (MIT)
*
* Copyright (c) 2014-2017 Marc de Verdelhan, 2017-2019 Ta4j Organization & respective
* authors (see AUTHORS)
*
* Permission is hereby granted, free of charge, to any person obtaining a copy of
* this software and associated documentation files (the "Software"), to deal in
* the Software without restriction, including without limitation the rights to
* use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of
* the Software, and to permit persons to whom the Software is furnished to do so,
* subject to the following conditions:
*
* The above copyright notice and this permission notice shall be included in all
* copies or substantial portions of the Software.
*
* THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
* IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS
* FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR
* COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER
* IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN
* CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
*/
package ta4jexamples.indicators;
import org.jfree.chart.ChartFactory;
import org.jfree.chart.ChartPanel;
import org.jfree.chart.JFreeChart;
import org.jfree.chart.axis.DateAxis;
import org.jfree.chart.plot.XYPlot;
import org.jfree.data.time.Day;
import org.jfree.data.time.TimeSeriesCollection;
import org.jfree.ui.ApplicationFrame;
import org.jfree.ui.RefineryUtilities;
import org.ta4j.core.Bar;
import org.ta4j.core.BarSeries;
import org.ta4j.core.Indicator;
import org.ta4j.core.indicators.EMAIndicator;
import org.ta4j.core.indicators.bollinger.BollingerBandsLowerIndicator;
import org.ta4j.core.indicators.bollinger.BollingerBandsMiddleIndicator;
import org.ta4j.core.indicators.bollinger.BollingerBandsUpperIndicator;
import org.ta4j.core.indicators.helpers.ClosePriceIndicator;
import org.ta4j.core.indicators.statistics.StandardDeviationIndicator;
import org.ta4j.core.num.Num;
import ta4jexamples.loaders.CsvBarsLoader;
import java.text.SimpleDateFormat;
import java.util.Date;
/**
* This class builds a graphical chart showing values from indicators.
*/
public class IndicatorsToChart {
/**
* Builds a JFreeChart time series from a Ta4j bar series and an indicator.
*
* @param barSeries the ta4j bar series
* @param indicator the indicator
* @param name the name of the chart time series
* @return the JFreeChart time series
*/
private static org.jfree.data.time.TimeSeries buildChartBarSeries(BarSeries barSeries, Indicator indicator,
String name) {
org.jfree.data.time.TimeSeries chartTimeSeries = new org.jfree.data.time.TimeSeries(name);
for (int i = 0; i < barSeries.getBarCount(); i++) {
Bar bar = barSeries.getBar(i);
chartTimeSeries.add(new Day(Date.from(bar.getEndTime().toInstant())), indicator.getValue(i).doubleValue());
}
return chartTimeSeries;
}
/**
* Displays a chart in a frame.
*
* @param chart the chart to be displayed
*/
private static void displayChart(JFreeChart chart) {
// Chart panel
ChartPanel panel = new ChartPanel(chart);
panel.setFillZoomRectangle(true);
panel.setMouseWheelEnabled(true);
panel.setPreferredSize(new java.awt.Dimension(500, 270));
// Application frame
ApplicationFrame frame = new ApplicationFrame("Ta4j example - Indicators to chart");
frame.setContentPane(panel);
frame.pack();
RefineryUtilities.centerFrameOnScreen(frame);
frame.setVisible(true);
}
public static void main(String[] args) {
/*
* Getting bar series
*/
BarSeries series = CsvBarsLoader.loadAppleIncSeries();
/*
* Creating indicators
*/
// Close price
ClosePriceIndicator closePrice = new ClosePriceIndicator(series);
EMAIndicator avg14 = new EMAIndicator(closePrice, 14);
StandardDeviationIndicator sd14 = new StandardDeviationIndicator(closePrice, 14);
// Bollinger bands
BollingerBandsMiddleIndicator middleBBand = new BollingerBandsMiddleIndicator(avg14);
BollingerBandsLowerIndicator lowBBand = new BollingerBandsLowerIndicator(middleBBand, sd14);
BollingerBandsUpperIndicator upBBand = new BollingerBandsUpperIndicator(middleBBand, sd14);
/*
* Building chart dataset
*/
TimeSeriesCollection dataset = new TimeSeriesCollection();
dataset.addSeries(buildChartBarSeries(series, closePrice, "Apple Inc. (AAPL) - NASDAQ GS"));
dataset.addSeries(buildChartBarSeries(series, lowBBand, "Low Bollinger Band"));
dataset.addSeries(buildChartBarSeries(series, upBBand, "High Bollinger Band"));
/*
* Creating the chart
*/
JFreeChart chart = ChartFactory.createTimeSeriesChart("Apple Inc. 2013 Close Prices", // title
"Date", // x-axis label
"Price Per Unit", // y-axis label
dataset, // data
true, // create legend?
true, // generate tooltips?
false // generate URLs?
);
XYPlot plot = (XYPlot) chart.getPlot();
DateAxis axis = (DateAxis) plot.getDomainAxis();
axis.setDateFormatOverride(new SimpleDateFormat("yyyy-MM-dd"));
/*
* Displaying the chart
*/
displayChart(chart);
}
}
© 2015 - 2025 Weber Informatics LLC | Privacy Policy