goldenChat base source add
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aidev
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/*
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* SPDX-License-Identifier: MIT
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*/
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package ta4jexamples.analysis;
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import java.awt.Color;
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import java.awt.GraphicsEnvironment;
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import java.io.InputStream;
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import java.util.ArrayList;
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import java.util.List;
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import java.util.Objects;
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import java.util.function.Supplier;
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import org.apache.logging.log4j.LogManager;
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import org.apache.logging.log4j.Logger;
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import org.ta4j.core.Bar;
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import org.ta4j.core.BarSeries;
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import org.ta4j.core.Indicator;
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import org.ta4j.core.indicators.RecentFractalSwingHighIndicator;
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import org.ta4j.core.indicators.RecentFractalSwingLowIndicator;
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import org.ta4j.core.indicators.RecentSwingIndicator;
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import org.ta4j.core.indicators.SwingPointMarkerIndicator;
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import org.ta4j.core.indicators.helpers.HighPriceIndicator;
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import org.ta4j.core.indicators.helpers.LowPriceIndicator;
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import org.ta4j.core.indicators.supportresistance.AbstractTrendLineIndicator;
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import org.ta4j.core.indicators.supportresistance.AbstractTrendLineIndicator.TrendLineSegment;
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import org.ta4j.core.indicators.supportresistance.TrendLineResistanceIndicator;
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import org.ta4j.core.indicators.supportresistance.TrendLineSupportIndicator;
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import org.ta4j.core.indicators.zigzag.RecentZigZagSwingHighIndicator;
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import org.ta4j.core.indicators.zigzag.RecentZigZagSwingLowIndicator;
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import org.ta4j.core.num.Num;
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import ta4jexamples.charting.builder.ChartPlan;
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import ta4jexamples.charting.workflow.ChartWorkflow;
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import ta4jexamples.datasources.BitStampCsvTradesFileBarSeriesDataSource;
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import ta4jexamples.datasources.CsvFileBarSeriesDataSource;
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import ta4jexamples.datasources.JsonFileBarSeriesDataSource;
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/**
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* Combined regression + visualization harness for trendline and swing point
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* indicators.
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*
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* <p>
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* This runner performs two kinds of verification:
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* <ul>
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* <li>Capacity headroom checks across bundled example datasets (fractal +
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* ZigZag, highs + lows) to ensure default caps remain comfortably above
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* real-world usage.</li>
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* <li>Chart generation that overlays trendline indicators and swing point
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* markers on a representative dataset, enabling quick visual inspection after
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* large changes.</li>
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* </ul>
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*
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* <p>
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* The companion unit test asserts the regression invariants programmatically
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* and validates that rendered overlays contain data without requiring GUI
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* display.
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*
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* @see org.ta4j.core.indicators.supportresistance.AbstractTrendLineIndicator
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* @see org.ta4j.core.indicators.RecentFractalSwingHighIndicator
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* @see org.ta4j.core.indicators.RecentFractalSwingLowIndicator
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* @see org.ta4j.core.indicators.zigzag.RecentZigZagSwingHighIndicator
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* @see org.ta4j.core.indicators.zigzag.RecentZigZagSwingLowIndicator
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*/
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public class TrendLineAndSwingPointAnalysis {
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static final int DEFAULT_TRENDLINE_LOOKBACK = 200;
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static final int DEFAULT_SURROUNDING_BARS = 5;
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static final int DEFAULT_FRACTAL_PRECEDING_BARS = 5;
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static final int DEFAULT_FRACTAL_FOLLOWING_BARS = 5;
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static final int DEFAULT_FRACTAL_ALLOWED_EQUAL_BARS = 0;
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static final int HEADROOM_SWING_POINT_LIMIT = AbstractTrendLineIndicator.DEFAULT_MAX_SWING_POINTS_FOR_TRENDLINE / 2;
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static final int HEADROOM_CANDIDATE_PAIR_LIMIT = AbstractTrendLineIndicator.DEFAULT_MAX_CANDIDATE_PAIRS / 2;
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static final String DEFAULT_CHART_OUTPUT_DIRECTORY = "temp/charts";
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static final String DEFAULT_CHART_FILE_NAME = "trendline-swingpoint-analysis";
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private static final Logger LOG = LogManager.getLogger(TrendLineAndSwingPointAnalysis.class);
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/**
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* Represents a dataset with its name and bar series.
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*/
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record Dataset(String name, BarSeries series) {
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}
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private record DatasetSpec(String name, Supplier<BarSeries> loader) {
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}
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/**
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* Statistics about swing points observed in a dataset.
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*
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* @param maxSwings the maximum number of swing points found in any lookback
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* window
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* @param maxPairs the maximum number of candidate pairs (n*(n-1)/2 for n
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* swings)
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*/
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private record SwingStats(int maxSwings, int maxPairs) {
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}
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private enum SwingMethod {
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FRACTAL, ZIGZAG
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}
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private record HeadroomObservation(String datasetName, SwingMethod method, PriceSide side, int lookback,
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SwingStats stats) {
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}
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/**
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* Indicates whether we're analyzing support (lows) or resistance (highs)
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* trendlines.
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*/
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private enum PriceSide {
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SUPPORT, RESISTANCE
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}
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public static void main(String[] args) {
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Config config = Config.fromArgs(args);
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TrendLineAndSwingPointAnalysis analysis = new TrendLineAndSwingPointAnalysis();
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analysis.verifyDefaultCapsHeadroomForBundledDatasets();
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BarSeries chartSeries = analysis.loadChartSeries(config.chartDatasetResource());
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AnalysisChartArtifacts artifacts = analysis.buildAnalysisChartArtifacts(chartSeries,
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Math.min(chartSeries.getBarCount(), config.trendLineLookback()), config.surroundingBars());
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analysis.renderAnalysisChart(artifacts, config);
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}
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void verifyDefaultCapsHeadroomForBundledDatasets() {
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List<Dataset> datasets = loadRequiredDatasets();
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List<HeadroomObservation> observations = new ArrayList<>();
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for (Dataset dataset : datasets) {
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BarSeries series = dataset.series();
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int lookback = Math.min(series.getBarCount(), DEFAULT_TRENDLINE_LOOKBACK);
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observations.addAll(analyzeHeadroom(dataset, lookback));
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}
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verifyHeadroom(observations);
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logHeadroomSummary(observations, datasets.size());
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}
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private List<HeadroomObservation> analyzeHeadroom(Dataset dataset, int lookback) {
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BarSeries series = dataset.series();
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LowPriceIndicator lowPrice = new LowPriceIndicator(series);
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HighPriceIndicator highPrice = new HighPriceIndicator(series);
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RecentSwingIndicator fractalLows = new RecentFractalSwingLowIndicator(lowPrice, DEFAULT_FRACTAL_PRECEDING_BARS,
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DEFAULT_FRACTAL_FOLLOWING_BARS, DEFAULT_FRACTAL_ALLOWED_EQUAL_BARS);
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RecentSwingIndicator fractalHighs = new RecentFractalSwingHighIndicator(highPrice,
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DEFAULT_FRACTAL_PRECEDING_BARS, DEFAULT_FRACTAL_FOLLOWING_BARS, DEFAULT_FRACTAL_ALLOWED_EQUAL_BARS);
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RecentSwingIndicator zigzagLows = new RecentZigZagSwingLowIndicator(series);
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RecentSwingIndicator zigzagHighs = new RecentZigZagSwingHighIndicator(series);
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return List.of(
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new HeadroomObservation(dataset.name(), SwingMethod.FRACTAL, PriceSide.SUPPORT, lookback,
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analyzeSwings(series, fractalLows, PriceSide.SUPPORT, lookback)),
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new HeadroomObservation(dataset.name(), SwingMethod.FRACTAL, PriceSide.RESISTANCE, lookback,
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analyzeSwings(series, fractalHighs, PriceSide.RESISTANCE, lookback)),
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new HeadroomObservation(dataset.name(), SwingMethod.ZIGZAG, PriceSide.SUPPORT, lookback,
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analyzeSwings(series, zigzagLows, PriceSide.SUPPORT, lookback)),
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new HeadroomObservation(dataset.name(), SwingMethod.ZIGZAG, PriceSide.RESISTANCE, lookback,
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analyzeSwings(series, zigzagHighs, PriceSide.RESISTANCE, lookback)));
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}
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private SwingStats analyzeSwings(BarSeries series, RecentSwingIndicator swingIndicator, PriceSide side,
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int lookback) {
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final Indicator<Num> priceIndicator = swingIndicator.getPriceIndicator();
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final int beginIndex = series.getBeginIndex();
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final int endIndex = series.getEndIndex();
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swingIndicator.getValue(endIndex);
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validateSwingIndexes(series, swingIndicator.getSwingPointIndexesUpTo(endIndex));
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int maxSwings = 0;
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for (int end = beginIndex; end <= endIndex; end++) {
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swingIndicator.getValue(end);
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final int windowStart = Math.max(beginIndex, end - lookback + 1);
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int swingCount = 0;
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List<Integer> swingPoints = swingIndicator.getSwingPointIndexesUpTo(end);
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for (int i = swingPoints.size() - 1; i >= 0; i--) {
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int swingIndex = swingPoints.get(i);
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if (swingIndex < windowStart) {
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break;
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}
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if (isValidPrice(priceIndicator.getValue(swingIndex)) || isValidBarFallback(series, swingIndex, side)) {
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swingCount++;
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}
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}
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maxSwings = Math.max(maxSwings, swingCount);
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}
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final int maxPairs = maxSwings < 2 ? 0 : (maxSwings * (maxSwings - 1)) / 2;
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return new SwingStats(maxSwings, maxPairs);
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}
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private boolean isValidPrice(Num value) {
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return value != null && !value.isNaN() && !Double.isNaN(value.doubleValue());
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}
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private boolean isValidBarFallback(BarSeries series, int index, PriceSide side) {
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if (series == null || index < series.getBeginIndex() || index > series.getEndIndex()) {
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return false;
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}
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Bar bar = series.getBar(index);
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final Num fallback = side == PriceSide.SUPPORT ? bar.getLowPrice() : bar.getHighPrice();
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return isValidPrice(fallback);
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}
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private void validateSwingIndexes(BarSeries series, List<Integer> swingIndexes) {
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int beginIndex = series.getBeginIndex();
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int endIndex = series.getEndIndex();
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Integer previous = null;
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for (Integer index : swingIndexes) {
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requireTrue(index != null, "Swing indicator returned a null index");
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requireTrue(index >= beginIndex && index <= endIndex,
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"Swing index " + index + " must fall within [" + beginIndex + ", " + endIndex + "]");
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if (previous != null) {
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requireTrue(index > previous,
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"Swing indexes must be strictly increasing (found " + previous + " then " + index + ")");
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}
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previous = index;
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}
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}
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private void verifyHeadroom(List<HeadroomObservation> observations) {
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for (HeadroomObservation observation : observations) {
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SwingStats stats = observation.stats();
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requireTrue(stats.maxSwings() <= AbstractTrendLineIndicator.DEFAULT_MAX_SWING_POINTS_FOR_TRENDLINE,
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headroomMessage(observation, "Exceeded default swing cap", stats.maxSwings(),
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AbstractTrendLineIndicator.DEFAULT_MAX_SWING_POINTS_FOR_TRENDLINE));
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requireTrue(stats.maxPairs() <= AbstractTrendLineIndicator.DEFAULT_MAX_CANDIDATE_PAIRS,
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headroomMessage(observation, "Exceeded default candidate-pair cap", stats.maxPairs(),
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AbstractTrendLineIndicator.DEFAULT_MAX_CANDIDATE_PAIRS));
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requireTrue(stats.maxSwings() <= HEADROOM_SWING_POINT_LIMIT, headroomMessage(observation,
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"Swing headroom shrank below 50%", stats.maxSwings(), HEADROOM_SWING_POINT_LIMIT));
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requireTrue(stats.maxPairs() <= HEADROOM_CANDIDATE_PAIR_LIMIT, headroomMessage(observation,
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"Candidate-pair headroom shrank below 50%", stats.maxPairs(), HEADROOM_CANDIDATE_PAIR_LIMIT));
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}
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}
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private String headroomMessage(HeadroomObservation observation, String prefix, int observed, int limit) {
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return prefix + " for dataset=" + observation.datasetName + ", method=" + observation.method + ", side="
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+ observation.side + ", lookback=" + observation.lookback + " (observed=" + observed + ", limit="
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+ limit + ")";
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}
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private void logHeadroomSummary(List<HeadroomObservation> observations, int datasetCount) {
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int maxSwings = 0;
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int maxPairs = 0;
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for (HeadroomObservation observation : observations) {
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SwingStats stats = observation.stats();
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maxSwings = Math.max(maxSwings, stats.maxSwings());
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maxPairs = Math.max(maxPairs, stats.maxPairs());
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}
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LOG.info(
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"Trendline cap headroom summary: datasets={}, maxSwings={}, maxPairs={}, caps(swings={}, pairs={}), headroom(swings<= {}, pairs<= {})",
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datasetCount, maxSwings, maxPairs, AbstractTrendLineIndicator.DEFAULT_MAX_SWING_POINTS_FOR_TRENDLINE,
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AbstractTrendLineIndicator.DEFAULT_MAX_CANDIDATE_PAIRS, HEADROOM_SWING_POINT_LIMIT,
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HEADROOM_CANDIDATE_PAIR_LIMIT);
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}
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private BarSeries loadJsonSeries(String resourceName) {
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final InputStream stream = TrendLineAndSwingPointAnalysis.class.getClassLoader()
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.getResourceAsStream(resourceName);
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if (stream == null) {
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return null;
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}
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return JsonFileBarSeriesDataSource.DEFAULT_INSTANCE.loadSeries(stream);
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}
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private List<Dataset> loadRequiredDatasets() {
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List<Dataset> datasets = new ArrayList<>();
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for (DatasetSpec spec : requiredDatasetSpecs()) {
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datasets.add(loadRequiredDataset(spec));
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}
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return datasets;
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}
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private List<DatasetSpec> requiredDatasetSpecs() {
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return List.of(
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new DatasetSpec("AAPL-PT1D-20130102_20131231.csv",
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() -> CsvFileBarSeriesDataSource.loadSeriesFromFile("AAPL-PT1D-20130102_20131231.csv")),
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new DatasetSpec("Bitstamp-BTC-USD-PT5M-20131125_20131201.csv",
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() -> BitStampCsvTradesFileBarSeriesDataSource
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.loadBitstampSeries("Bitstamp-BTC-USD-PT5M-20131125_20131201.csv")),
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new DatasetSpec("Binance-ETH-USD-PT5M-20230313_20230315.json",
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() -> loadJsonSeries("Binance-ETH-USD-PT5M-20230313_20230315.json")),
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new DatasetSpec("Coinbase-ETH-USD-PT1D-20241105_20251020.json",
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() -> loadJsonSeries("Coinbase-ETH-USD-PT1D-20241105_20251020.json")),
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new DatasetSpec("Coinbase-ETH-USD-PT1D-20160517_20251028.json",
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() -> loadJsonSeries("Coinbase-ETH-USD-PT1D-20160517_20251028.json")));
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}
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private Dataset loadRequiredDataset(DatasetSpec spec) {
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BarSeries series;
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try {
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series = spec.loader.get();
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} catch (Exception e) {
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throw new IllegalStateException("Failed to load required dataset '" + spec.name + '\'', e);
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}
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requireTrue(series != null && !series.isEmpty(), "Required dataset '" + spec.name + "' is missing or empty");
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return new Dataset(spec.name, series);
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}
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private BarSeries loadChartSeries(String datasetResource) {
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if (datasetResource == null || datasetResource.isBlank()) {
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BarSeries series = CsvFileBarSeriesDataSource.loadSeriesFromFile();
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requireTrue(series != null && !series.isEmpty(), "Default chart series is missing or empty");
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return series;
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}
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BarSeries series = CsvFileBarSeriesDataSource.loadSeriesFromFile(datasetResource);
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if (series == null || series.isEmpty()) {
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series = loadJsonSeries(datasetResource);
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}
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requireTrue(series != null && !series.isEmpty(), "Chart series '" + datasetResource + "' is missing or empty");
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return series;
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}
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record TrendLineVariants(TrendLineSupportIndicator support, TrendLineSupportIndicator supportTouchBiased,
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TrendLineSupportIndicator supportExtremeBiased, TrendLineResistanceIndicator resistance,
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TrendLineResistanceIndicator resistanceTouchBiased, TrendLineResistanceIndicator resistanceExtremeBiased) {
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}
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record SwingMarkerVariants(SwingPointMarkerIndicator fractalLows, SwingPointMarkerIndicator fractalHighs,
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SwingPointMarkerIndicator zigzagLows, SwingPointMarkerIndicator zigzagHighs) {
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}
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record AnalysisChartArtifacts(BarSeries series, TrendLineVariants trendLines, SwingMarkerVariants swings,
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ChartPlan plan) {
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}
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AnalysisChartArtifacts buildAnalysisChartArtifacts(BarSeries series, int lookback, int surroundingBars) {
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Objects.requireNonNull(series, "Series cannot be null");
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requireFalse(series.isEmpty(), "Series cannot be empty");
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TrendLineVariants trendLines = buildTrendLines(series, lookback, surroundingBars);
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SwingMarkerVariants swings = buildSwingMarkers(series);
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ChartPlan plan = buildChartPlan(series, trendLines, swings);
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return new AnalysisChartArtifacts(series, trendLines, swings, plan);
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}
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private TrendLineVariants buildTrendLines(BarSeries series, int lookback, int surroundingBars) {
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TrendLineSupportIndicator support = new TrendLineSupportIndicator(series, surroundingBars, lookback);
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TrendLineSupportIndicator supportTouchBiased = new TrendLineSupportIndicator(series, surroundingBars, lookback,
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TrendLineSupportIndicator.ScoringWeights.touchCountBiasPreset());
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TrendLineSupportIndicator supportExtremeBiased = new TrendLineSupportIndicator(series, surroundingBars,
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lookback, TrendLineSupportIndicator.ScoringWeights.extremeSwingBiasPreset());
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TrendLineResistanceIndicator resistance = new TrendLineResistanceIndicator(series, surroundingBars, lookback);
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TrendLineResistanceIndicator resistanceTouchBiased = new TrendLineResistanceIndicator(series, surroundingBars,
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lookback, TrendLineResistanceIndicator.ScoringWeights.touchCountBiasPreset());
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TrendLineResistanceIndicator resistanceExtremeBiased = new TrendLineResistanceIndicator(series, surroundingBars,
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lookback, TrendLineResistanceIndicator.ScoringWeights.extremeSwingBiasPreset());
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return new TrendLineVariants(support, supportTouchBiased, supportExtremeBiased, resistance,
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resistanceTouchBiased, resistanceExtremeBiased);
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}
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private SwingMarkerVariants buildSwingMarkers(BarSeries series) {
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LowPriceIndicator lowPrice = new LowPriceIndicator(series);
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HighPriceIndicator highPrice = new HighPriceIndicator(series);
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RecentFractalSwingLowIndicator fractalLows = new RecentFractalSwingLowIndicator(lowPrice,
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DEFAULT_FRACTAL_PRECEDING_BARS, DEFAULT_FRACTAL_FOLLOWING_BARS, DEFAULT_FRACTAL_ALLOWED_EQUAL_BARS);
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RecentFractalSwingHighIndicator fractalHighs = new RecentFractalSwingHighIndicator(highPrice,
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||||
DEFAULT_FRACTAL_PRECEDING_BARS, DEFAULT_FRACTAL_FOLLOWING_BARS, DEFAULT_FRACTAL_ALLOWED_EQUAL_BARS);
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||||
RecentZigZagSwingLowIndicator zigzagLows = new RecentZigZagSwingLowIndicator(series);
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||||
RecentZigZagSwingHighIndicator zigzagHighs = new RecentZigZagSwingHighIndicator(series);
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||||
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||||
SwingPointMarkerIndicator fractalLowMarkers = new SwingPointMarkerIndicator(series, fractalLows);
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||||
SwingPointMarkerIndicator fractalHighMarkers = new SwingPointMarkerIndicator(series, fractalHighs);
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SwingPointMarkerIndicator zigzagLowMarkers = new SwingPointMarkerIndicator(series, zigzagLows);
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SwingPointMarkerIndicator zigzagHighMarkers = new SwingPointMarkerIndicator(series, zigzagHighs);
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||||
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return new SwingMarkerVariants(fractalLowMarkers, fractalHighMarkers, zigzagLowMarkers, zigzagHighMarkers);
|
||||
}
|
||||
|
||||
private ChartPlan buildChartPlan(BarSeries series, TrendLineVariants trendLines, SwingMarkerVariants swings) {
|
||||
ChartWorkflow chartWorkflow = new ChartWorkflow();
|
||||
return chartWorkflow.builder()
|
||||
.withTitle("Trendlines + Swing Points (Regression Harness)")
|
||||
.withSeries(series)
|
||||
.withIndicatorOverlay(trendLines.support)
|
||||
.withLineColor(Color.GREEN)
|
||||
.withLineWidth(2.0f)
|
||||
.withOpacity(0.55f)
|
||||
.withLabel("Support (default)")
|
||||
.withIndicatorOverlay(trendLines.supportTouchBiased)
|
||||
.withLineColor(Color.BLUE)
|
||||
.withLineWidth(2.0f)
|
||||
.withOpacity(0.45f)
|
||||
.withLabel("Support (touchCountBiasPreset)")
|
||||
.withIndicatorOverlay(trendLines.supportExtremeBiased)
|
||||
.withLineColor(Color.MAGENTA)
|
||||
.withLineWidth(2.0f)
|
||||
.withOpacity(0.45f)
|
||||
.withLabel("Support (extremeSwingBiasPreset)")
|
||||
.withIndicatorOverlay(trendLines.resistance)
|
||||
.withLineColor(Color.RED)
|
||||
.withLineWidth(2.0f)
|
||||
.withOpacity(0.55f)
|
||||
.withLabel("Resistance (default)")
|
||||
.withIndicatorOverlay(trendLines.resistanceTouchBiased)
|
||||
.withLineColor(Color.CYAN)
|
||||
.withLineWidth(2.0f)
|
||||
.withOpacity(0.45f)
|
||||
.withLabel("Resistance (touchCountBiasPreset)")
|
||||
.withIndicatorOverlay(trendLines.resistanceExtremeBiased)
|
||||
.withLineColor(Color.ORANGE)
|
||||
.withLineWidth(2.0f)
|
||||
.withOpacity(0.45f)
|
||||
.withLabel("Resistance (extremeSwingBiasPreset)")
|
||||
.withIndicatorOverlay(swings.fractalLows)
|
||||
.withLineColor(Color.GREEN)
|
||||
.withLineWidth(3.0f)
|
||||
.withConnectAcrossNaN(true)
|
||||
.withOpacity(0.85f)
|
||||
.withLabel("Fractal swing lows")
|
||||
.withIndicatorOverlay(swings.fractalHighs)
|
||||
.withLineColor(Color.RED)
|
||||
.withLineWidth(3.0f)
|
||||
.withConnectAcrossNaN(true)
|
||||
.withOpacity(0.85f)
|
||||
.withLabel("Fractal swing highs")
|
||||
.withIndicatorOverlay(swings.zigzagLows)
|
||||
.withLineColor(Color.GREEN)
|
||||
.withLineWidth(3.0f)
|
||||
.withConnectAcrossNaN(true)
|
||||
.withOpacity(0.25f)
|
||||
.withLabel("ZigZag swing lows")
|
||||
.withIndicatorOverlay(swings.zigzagHighs)
|
||||
.withLineColor(Color.RED)
|
||||
.withLineWidth(3.0f)
|
||||
.withConnectAcrossNaN(true)
|
||||
.withOpacity(0.25f)
|
||||
.withLabel("ZigZag swing highs")
|
||||
.toPlan();
|
||||
}
|
||||
|
||||
private void renderAnalysisChart(AnalysisChartArtifacts artifacts, Config config) {
|
||||
int endIndex = artifacts.series().getEndIndex();
|
||||
|
||||
TrendLineVariants trendLines = artifacts.trendLines();
|
||||
warmTrendLine(trendLines.support(), endIndex, "Support (default)");
|
||||
warmTrendLine(trendLines.supportTouchBiased(), endIndex, "Support (touchCountBiasPreset)");
|
||||
warmTrendLine(trendLines.supportExtremeBiased(), endIndex, "Support (extremeSwingBiasPreset)");
|
||||
|
||||
warmTrendLine(trendLines.resistance(), endIndex, "Resistance (default)");
|
||||
warmTrendLine(trendLines.resistanceTouchBiased(), endIndex, "Resistance (touchCountBiasPreset)");
|
||||
warmTrendLine(trendLines.resistanceExtremeBiased(), endIndex, "Resistance (extremeSwingBiasPreset)");
|
||||
|
||||
ChartWorkflow chartWorkflow = new ChartWorkflow();
|
||||
if (config.saveChart()) {
|
||||
chartWorkflow.save(artifacts.plan(), config.chartOutputDirectory(), config.chartFileName());
|
||||
}
|
||||
if (config.displayChart() && !GraphicsEnvironment.isHeadless()) {
|
||||
try {
|
||||
chartWorkflow.display(artifacts.plan());
|
||||
} catch (Exception e) {
|
||||
LOG.warn("Unable to display chart; continuing (headless runner?)", e);
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
private void warmTrendLine(AbstractTrendLineIndicator trendLine, int endIndex, String label) {
|
||||
trendLine.getValue(endIndex);
|
||||
TrendLineSegment segment = trendLine.getCurrentSegment();
|
||||
if (segment == null) {
|
||||
LOG.info("{} trendline: no active segment", label);
|
||||
return;
|
||||
}
|
||||
LOG.info(
|
||||
"{} trendline anchors=({}, {}), slope={}, intercept={}, swingTouches={}, swingsOutside={}, anchoredAtExtreme={}, score={}",
|
||||
label, segment.firstIndex, segment.secondIndex, segment.slope, segment.intercept, segment.touchCount,
|
||||
segment.outsideCount, segment.touchesExtreme, segment.score);
|
||||
}
|
||||
|
||||
private record Config(String chartDatasetResource, String chartOutputDirectory, String chartFileName,
|
||||
boolean displayChart, boolean saveChart, int trendLineLookback, int surroundingBars) {
|
||||
|
||||
private static Config fromArgs(String[] args) {
|
||||
String dataset = null;
|
||||
String outDir = DEFAULT_CHART_OUTPUT_DIRECTORY;
|
||||
String fileName = DEFAULT_CHART_FILE_NAME;
|
||||
boolean display = true;
|
||||
boolean save = true;
|
||||
int lookback = DEFAULT_TRENDLINE_LOOKBACK;
|
||||
int surroundingBars = DEFAULT_SURROUNDING_BARS;
|
||||
|
||||
if (args != null) {
|
||||
for (String arg : args) {
|
||||
if (arg == null || arg.isBlank()) {
|
||||
continue;
|
||||
}
|
||||
if (arg.equals("--no-display")) {
|
||||
display = false;
|
||||
continue;
|
||||
}
|
||||
if (arg.equals("--no-save")) {
|
||||
save = false;
|
||||
continue;
|
||||
}
|
||||
if (arg.startsWith("--dataset=")) {
|
||||
dataset = arg.substring("--dataset=".length());
|
||||
continue;
|
||||
}
|
||||
if (arg.startsWith("--outDir=")) {
|
||||
outDir = arg.substring("--outDir=".length());
|
||||
continue;
|
||||
}
|
||||
if (arg.startsWith("--file=")) {
|
||||
fileName = arg.substring("--file=".length());
|
||||
continue;
|
||||
}
|
||||
if (arg.startsWith("--lookback=")) {
|
||||
lookback = Integer.parseInt(arg.substring("--lookback=".length()));
|
||||
continue;
|
||||
}
|
||||
if (arg.startsWith("--surroundingBars=")) {
|
||||
surroundingBars = Integer.parseInt(arg.substring("--surroundingBars=".length()));
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
return new Config(dataset, outDir, fileName, display, save, lookback, surroundingBars);
|
||||
}
|
||||
}
|
||||
|
||||
private static void requireTrue(boolean condition, String message) {
|
||||
if (!condition) {
|
||||
throw new IllegalStateException(message);
|
||||
}
|
||||
}
|
||||
|
||||
private static void requireFalse(boolean condition, String message) {
|
||||
requireTrue(!condition, message);
|
||||
}
|
||||
}
|
||||
Reference in New Issue
Block a user