
ta4jexamples.analysis.TradeCost 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.analysis;
import org.ta4j.core.BarSeries;
import org.ta4j.core.BarSeriesManager;
import org.ta4j.core.BaseStrategy;
import org.ta4j.core.Indicator;
import org.ta4j.core.Order;
import org.ta4j.core.Rule;
import org.ta4j.core.Strategy;
import org.ta4j.core.TradingRecord;
import org.ta4j.core.cost.CostModel;
import org.ta4j.core.cost.LinearBorrowingCostModel;
import org.ta4j.core.cost.LinearTransactionCostModel;
import org.ta4j.core.indicators.SMAIndicator;
import org.ta4j.core.indicators.helpers.ClosePriceIndicator;
import org.ta4j.core.num.Num;
import org.ta4j.core.trading.rules.OverIndicatorRule;
import org.ta4j.core.trading.rules.UnderIndicatorRule;
import ta4jexamples.loaders.CsvTradesLoader;
import java.text.DecimalFormat;
/**
* This class displays an example of the transaction cost calculation.
*/
public class TradeCost {
public static void main(String[] args) {
// Getting the bar series
BarSeries series = CsvTradesLoader.loadBitstampSeries();
// Building the short selling trading strategy
Strategy strategy = buildShortSellingMomentumStrategy(series);
// Setting the trading cost models
double feePerTrade = 0.0005;
double borrowingFee = 0.00001;
CostModel transactionCostModel = new LinearTransactionCostModel(feePerTrade);
CostModel borrowingCostModel = new LinearBorrowingCostModel(borrowingFee);
// Running the strategy
BarSeriesManager seriesManager = new BarSeriesManager(series, transactionCostModel, borrowingCostModel);
Order.OrderType entryOrder = Order.OrderType.SELL;
TradingRecord tradingRecord = seriesManager.run(strategy, entryOrder);
DecimalFormat df = new DecimalFormat("##.##");
System.out.println("------------ Borrowing Costs ------------");
tradingRecord.getTrades()
.forEach(trade -> System.out.println(
"Borrowing cost for " + df.format(trade.getExit().getIndex() - trade.getEntry().getIndex())
+ " periods is: " + df.format(trade.getHoldingCost().doubleValue())));
System.out.println("------------ Transaction Costs ------------");
tradingRecord.getTrades()
.forEach(trade -> System.out.println("Transaction cost for selling: "
+ df.format(trade.getEntry().getCost().doubleValue()) + " -- Transaction cost for buying: "
+ df.format(trade.getExit().getCost().doubleValue())));
}
private static Strategy buildShortSellingMomentumStrategy(BarSeries series) {
Indicator closingPrices = new ClosePriceIndicator(series);
SMAIndicator shortEma = new SMAIndicator(closingPrices, 10);
SMAIndicator longEma = new SMAIndicator(closingPrices, 50);
Rule shortOverLongRule = new OverIndicatorRule(shortEma, longEma);
Rule shortUnderLongRule = new UnderIndicatorRule(shortEma, longEma);
String strategyName = "Momentum short-selling strategy";
return new BaseStrategy(strategyName, shortOverLongRule, shortUnderLongRule);
}
}
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