/* * SPDX-License-Identifier: MIT */ package ta4jexamples.indicators; import java.awt.Dimension; import java.text.SimpleDateFormat; import java.util.Date; 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.chart.ui.ApplicationFrame; import org.jfree.chart.ui.UIUtils; import org.jfree.data.time.Day; import org.jfree.data.time.TimeSeries; import org.jfree.data.time.TimeSeriesCollection; import org.ta4j.core.Bar; import org.ta4j.core.BarSeries; import org.ta4j.core.Indicator; import org.ta4j.core.indicators.averages.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.datasources.CsvFileBarSeriesDataSource; /** * 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 TimeSeries buildChartBarSeries(BarSeries barSeries, Indicator indicator, String name) { TimeSeries chartTimeSeries = new TimeSeries(name); for (int i = 0; i < barSeries.getBarCount(); i++) { Bar bar = barSeries.getBar(i); chartTimeSeries.add(new Day(Date.from(bar.getEndTime())), 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 Dimension(500, 270)); // Application frame ApplicationFrame frame = new ApplicationFrame("Ta4j example - Indicators to chart"); frame.setContentPane(panel); frame.pack(); UIUtils.centerFrameOnScreen(frame); frame.setVisible(true); frame.setAlwaysOnTop(false); frame.setAutoRequestFocus(false); } public static void main(String[] args) { /* * Getting bar series */ BarSeries series = CsvFileBarSeriesDataSource.loadSeriesFromFile(); /* * 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); } }