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/**
* The MIT License (MIT)
*
* Copyright (c) 2014-2017 Marc de Verdelhan & 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.analysis;
import eu.verdelhan.ta4j.Strategy;
import eu.verdelhan.ta4j.TimeSeries;
import eu.verdelhan.ta4j.TimeSeriesManager;
import eu.verdelhan.ta4j.TradingRecord;
import eu.verdelhan.ta4j.analysis.criteria.AverageProfitCriterion;
import eu.verdelhan.ta4j.analysis.criteria.AverageProfitableTradesCriterion;
import eu.verdelhan.ta4j.analysis.criteria.BuyAndHoldCriterion;
import eu.verdelhan.ta4j.analysis.criteria.LinearTransactionCostCriterion;
import eu.verdelhan.ta4j.analysis.criteria.MaximumDrawdownCriterion;
import eu.verdelhan.ta4j.analysis.criteria.NumberOfTicksCriterion;
import eu.verdelhan.ta4j.analysis.criteria.NumberOfTradesCriterion;
import eu.verdelhan.ta4j.analysis.criteria.RewardRiskRatioCriterion;
import eu.verdelhan.ta4j.analysis.criteria.TotalProfitCriterion;
import eu.verdelhan.ta4j.analysis.criteria.VersusBuyAndHoldCriterion;
import ta4jexamples.loaders.CsvTradesLoader;
import ta4jexamples.strategies.MovingMomentumStrategy;
/**
* This class diplays analysis criterion values after running a trading strategy over a time series.
*/
public class StrategyAnalysis {
public static void main(String[] args) {
// Getting the time series
TimeSeries series = CsvTradesLoader.loadBitstampSeries();
// Building the trading strategy
Strategy strategy = MovingMomentumStrategy.buildStrategy(series);
// Running the strategy
TimeSeriesManager seriesManager = new TimeSeriesManager(series);
TradingRecord tradingRecord = seriesManager.run(strategy);
/**
* Analysis criteria
*/
// Total profit
TotalProfitCriterion totalProfit = new TotalProfitCriterion();
System.out.println("Total profit: " + totalProfit.calculate(series, tradingRecord));
// Number of ticks
System.out.println("Number of ticks: " + new NumberOfTicksCriterion().calculate(series, tradingRecord));
// Average profit (per tick)
System.out.println("Average profit (per tick): " + new AverageProfitCriterion().calculate(series, tradingRecord));
// Number of trades
System.out.println("Number of trades: " + new NumberOfTradesCriterion().calculate(series, tradingRecord));
// Profitable trades ratio
System.out.println("Profitable trades ratio: " + new AverageProfitableTradesCriterion().calculate(series, tradingRecord));
// Maximum drawdown
System.out.println("Maximum drawdown: " + new MaximumDrawdownCriterion().calculate(series, tradingRecord));
// Reward-risk ratio
System.out.println("Reward-risk ratio: " + new RewardRiskRatioCriterion().calculate(series, tradingRecord));
// Total transaction cost
System.out.println("Total transaction cost (from $1000): " + new LinearTransactionCostCriterion(1000, 0.005).calculate(series, tradingRecord));
// Buy-and-hold
System.out.println("Buy-and-hold: " + new BuyAndHoldCriterion().calculate(series, tradingRecord));
// Total profit vs buy-and-hold
System.out.println("Custom strategy profit vs buy-and-hold strategy profit: " + new VersusBuyAndHoldCriterion(totalProfit).calculate(series, tradingRecord));
}
}
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