/**
* Runs the provided strategy over the managed series (from startIndex to finishIndex).
* <p>
* @param strategy the trading strategy
* @param orderType the {@link OrderType} used to open the trades
* @param amount the amount used to open/close the trades
* @param startIndex the start index for the run (included)
* @param finishIndex the finish index for the run (included)
* @return the trading record coMing from the run
*/
public ITradingRecord Run(IStrategy strategy, OrderType orderType, decimal amount, int startIndex, int finishIndex)
{
int runBeginIndex = Math.Max(startIndex, _timeSeries.GetBeginIndex());
int runEndIndex = Math.Min(finishIndex, _timeSeries.GetEndIndex());
// log.trace("Running strategy (indexes: {} -> {}): {} (starting with {})", runBeginIndex, runEndIndex, strategy, orderType);
ITradingRecord tradingRecord = new BaseTradingRecord(orderType);
for (int i = runBeginIndex; i <= runEndIndex; i++)
{
// For each bar between both indexes[]
if (strategy.ShouldOperate(i, tradingRecord))
{
tradingRecord.Operate(i, _timeSeries.GetBar(i).ClosePrice, amount);
}
}
if (!tradingRecord.IsClosed())
{
// If the last trade is still opened, we search out of the run end index.
// May works if the end index for this run was inferior to the actual number of bars
int seriesMaxSize = Math.Max(_timeSeries.GetEndIndex() + 1, _timeSeries.GetBarData().Count);
for (int i = runEndIndex + 1; i < seriesMaxSize; i++)
{
// For each bar after the end index of this run[]
// --> Trying to close the last trade
if (strategy.ShouldOperate(i, tradingRecord))
{
tradingRecord.Operate(i, _timeSeries.GetBar(i).ClosePrice, amount);
break;
}
}
}
return(tradingRecord);
}
public override decimal Calculate(ITimeSeries series, ITradingRecord tradingRecord)
{
int numberOfProfitable = 0;
foreach (Trade trade in tradingRecord.Trades)
{
int entryIndex = trade.GetEntry().getIndex();
int exitIndex = trade.GetExit().getIndex();
decimal result;
if (trade.GetEntry().isBuy())
{
// buy-then-sell trade
result = series.GetBar(exitIndex).ClosePrice.DividedBy(series.GetBar(entryIndex).ClosePrice);
}
else
{
// sell-then-buy trade
result = series.GetBar(entryIndex).ClosePrice.DividedBy(series.GetBar(exitIndex).ClosePrice);
}
if (result.IsGreaterThan(Decimals.ONE))
{
numberOfProfitable++;
}
}
return(((decimal)numberOfProfitable).DividedBy(tradingRecord.GetTradeCount()));
}
protected override decimal Calculate(int index)
{
decimal previousBarClosePrice = _series.GetBar(Math.Max(0, index - 1)).ClosePrice;
decimal currentBarClosePrice = _series.GetBar(index).ClosePrice;
return(currentBarClosePrice.DividedBy(previousBarClosePrice));
}
/**
* Calculates the cash flow for a single trade.
* @param trade a single trade
*/
private void Calculate(Trade trade)
{
int entryIndex = trade.GetEntry().getIndex();
int begin = entryIndex + 1;
if (begin > _values.Count)
{
decimal lastValue = _values[_values.Count - 1];
// _values.AddRange(Collections.nCopies(begin - _values.Count, lastValue));
_values.AddRange(Enumerable.Range(0, begin - _values.Count).Select(_ => lastValue));
}
int end = trade.GetExit().getIndex();
for (int i = Math.Max(begin, 1); i <= end; i++)
{
decimal ratio;
if (trade.GetEntry().isBuy())
{
ratio = _timeSeries.GetBar(i).ClosePrice.DividedBy(_timeSeries.GetBar(entryIndex).ClosePrice);
}
else
{
ratio = _timeSeries.GetBar(entryIndex).ClosePrice.DividedBy(_timeSeries.GetBar(i).ClosePrice);
}
_values.Add(_values[entryIndex].MultipliedBy(ratio));
}
}
protected override decimal Calculate(int index)
{
decimal MaxPrice = _series.GetBar(index).MaxPrice;
decimal MinPrice = _series.GetBar(index).MinPrice;
decimal closePrice = _series.GetBar(index).ClosePrice;
return(MaxPrice.Plus(MinPrice).Plus(closePrice).DividedBy(Decimals.THREE));
}
protected override decimal Calculate(int index)
{
decimal ts = _series.GetBar(index).MaxPrice.Minus(_series.GetBar(index).MinPrice);
decimal ys = index == 0 ? Decimals.Zero : _series.GetBar(index).MaxPrice.Minus(_series.GetBar(index - 1).ClosePrice);
decimal yst = index == 0 ? Decimals.Zero : _series.GetBar(index - 1).ClosePrice.Minus(_series.GetBar(index).MinPrice);
return(ts.Abs().Max(ys.Abs()).Max(yst.Abs()));
}
protected override decimal Calculate(int index)
{
int nIndex = Math.Max(index - _timeFrame, 0);
decimal nPeriodsAgoValue = _series.GetBar(nIndex).Volume;
decimal currentValue = _series.GetBar(index).Volume;
return(currentValue.Minus(nPeriodsAgoValue)
.DividedBy(nPeriodsAgoValue)
.MultipliedBy(Decimals.HUNDRED));
}
public void indicatorShouldRetrieveBarVariation()
{
Assert.AreEqual(variationIndicator.GetValue(0), 1);
for (int i = 1; i < 10; i++)
{
decimal previousBarClosePrice = timeSeries.GetBar(i - 1).ClosePrice;
decimal currentBarClosePrice = timeSeries.GetBar(i).ClosePrice;
Assert.AreEqual(variationIndicator.GetValue(i), currentBarClosePrice.DividedBy(previousBarClosePrice));
}
}
public void indicatorShouldRetrieveBarClosePrice()
{
decimal result;
for (int i = 0; i < 10; i++)
{
result = timeSeries.GetBar(i).MaxPrice.Plus(timeSeries.GetBar(i).MinPrice)
.DividedBy(Decimals.TWO);
Assert.AreEqual(average.GetValue(i), result);
}
}
protected override bool Calculate(int index)
{
if (index < 3)
{
// We need 4 candles: 1 black, 3 white
return(false);
}
blackCandleIndex = index - 3;
return(_series.GetBar(blackCandleIndex).IsBearish() &&
isWhiteSoldier(index - 2) &&
isWhiteSoldier(index - 1) &&
isWhiteSoldier(index));
}
protected override bool Calculate(int index)
{
if (index < 3)
{
// We need 4 candles: 1 white, 3 black
return(false);
}
whiteCandleIndex = index - 3;
return(_series.GetBar(whiteCandleIndex).IsBullish() &&
isBlackCrow(index - 2) &&
isBlackCrow(index - 1) &&
isBlackCrow(index));
}
public override decimal Calculate(ITimeSeries series, Trade trade)
{
int entryIndex = trade.GetEntry().getIndex();
int exitIndex = trade.GetExit().getIndex();
if (trade.GetEntry().isBuy())
{
return(series.GetBar(exitIndex).ClosePrice.DividedBy(series.GetBar(entryIndex).ClosePrice));
}
else
{
return(series.GetBar(entryIndex).ClosePrice.DividedBy(series.GetBar(exitIndex).ClosePrice));
}
}
public void indicatorShouldRetrieveBarClosePrice()
{
for (int i = 0; i < 10; i++)
{
Assert.AreEqual(closePrice.GetValue(i), timeSeries.GetBar(i).ClosePrice);
}
}
public void indicatorShouldRetrieveBarAmountPrice()
{
for (int i = 0; i < 10; i++)
{
Assert.AreEqual(amountIndicator.GetValue(i), timeSeries.GetBar(i).Amount);
}
}
public void indicatorShouldRetrieveBarTrade()
{
for (int i = 0; i < 10; i++)
{
Assert.AreEqual((int)tradeIndicator.GetValue(i), timeSeries.GetBar(i).NumberOfTrades);
}
}
protected override decimal Calculate(int index)
{
IBar bar = _series.GetBar(index);
return(((bar.ClosePrice.Minus(bar.MinPrice)).Minus(bar.MaxPrice.Minus(bar.ClosePrice)))
.DividedBy(bar.MaxPrice.Minus(bar.MinPrice)));
}
/**
* Constructor.
* @param index the index the order is executed
* @param series the time series
* @param type the type of the order
*/
public Order(int index, ITimeSeries series, OrderType type)
{
_type = type;
_index = index;
_amount = 1;
_price = series.GetBar(index).ClosePrice;
}
public void indicatorShouldRetrieveBarMaxPrice()
{
for (int i = 0; i < 10; i++)
{
Assert.AreEqual(maxPriceIndicator.GetValue(i), timeSeries.GetBar(i).MaxPrice);
}
}
protected override decimal Calculate(int index)
{
if (index == 0)
{
return(Decimals.Zero);
}
decimal upMove = _series.GetBar(index).MaxPrice.Minus(_series.GetBar(index - 1).MaxPrice);
decimal downMove = _series.GetBar(index - 1).MinPrice.Minus(_series.GetBar(index).MinPrice);
if (downMove.IsGreaterThan(upMove) && downMove.IsGreaterThan(Decimals.Zero))
{
return(downMove);
}
else
{
return(Decimals.Zero);
}
}
public void whenTimeFrameIs1ResultShouldBeIndicatorValue()
{ // throws exception
IIndicator <decimal> indicator = getIndicator(new ClosePriceIndicator(data), 1);
for (int i = 0; i < data.GetBarCount(); i++)
{
Assert.AreEqual(data.GetBar(i).ClosePrice, indicator.GetValue(i));
}
}
public void indicatorShouldRetrieveBarMaxPrice()
{
for (int i = 0; i < 10; i++)
{
IBar bar = timeSeries.GetBar(i);
decimal typicalPrice = bar.MaxPrice.Plus(bar.MinPrice).Plus(bar.ClosePrice)
.DividedBy(Decimals.THREE);
Assert.AreEqual(typicalPrice, typicalPriceIndicator.GetValue(i));
}
}
protected override decimal Calculate(int index)
{
if (index == 0)
{
return(Decimals.Zero);
}
decimal yesterdayClose = _series.GetBar(index - 1).ClosePrice;
decimal todayClose = _series.GetBar(index).ClosePrice;
if (yesterdayClose.IsGreaterThan(todayClose))
{
return(GetValue(index - 1).Minus(_series.GetBar(index).Volume));
}
else if (yesterdayClose.IsLessThan(todayClose))
{
return(GetValue(index - 1).Plus(_series.GetBar(index).Volume));
}
return(GetValue(index - 1));
}
public override decimal Calculate(ITimeSeries series, Trade trade)
{
int entryIndex = trade.GetEntry().getIndex();
int exitIndex = trade.GetExit().getIndex();
decimal result;
if (trade.GetEntry().isBuy())
{
// buy-then-sell trade
result = series.GetBar(exitIndex).ClosePrice.DividedBy(series.GetBar(entryIndex).ClosePrice);
}
else
{
// sell-then-buy trade
result = series.GetBar(entryIndex).ClosePrice.DividedBy(series.GetBar(exitIndex).ClosePrice);
}
return((result.IsGreaterThan(Decimals.ONE)) ? 1M : 0M);
}
protected override decimal Calculate(int index)
{
if (index == 0)
{
return(Decimals.THOUSAND);
}
IBar currentBar = _series.GetBar(index);
IBar previousBar = _series.GetBar(index - 1);
decimal previousValue = GetValue(index - 1);
if (currentBar.Volume.IsLessThan(previousBar.Volume))
{
decimal currentPrice = currentBar.ClosePrice;
decimal previousPrice = previousBar.ClosePrice;
decimal priceChangeRatio = currentPrice.Minus(previousPrice).DividedBy(previousPrice);
return(previousValue.Plus(priceChangeRatio.MultipliedBy(previousValue)));
}
return(previousValue);
}
protected override decimal Calculate(int index)
{
int startIndex = Math.Max(0, index - _timeFrame + 1);
decimal sumOfVolume = Decimals.Zero;
for (int i = startIndex; i <= index; i++)
{
sumOfVolume = sumOfVolume.Plus(_series.GetBar(i).Volume);
}
return(sumOfVolume);
}
protected override bool Calculate(int index)
{
if (index < 1)
{
// Harami is a 2-candle pattern
return(false);
}
IBar prevBar = _series.GetBar(index - 1);
IBar currBar = _series.GetBar(index);
if (prevBar.IsBearish() && currBar.IsBullish())
{
decimal prevOpenPrice = prevBar.OpenPrice;
decimal prevClosePrice = prevBar.ClosePrice;
decimal currOpenPrice = currBar.OpenPrice;
decimal currClosePrice = currBar.ClosePrice;
return(currOpenPrice.IsLessThan(prevOpenPrice) && currOpenPrice.IsGreaterThan(prevClosePrice) &&
currClosePrice.IsLessThan(prevOpenPrice) && currClosePrice.IsGreaterThan(prevClosePrice));
}
return(false);
}
/**
* Calculates the profit of a trade (Buy and sell).
* @param series a time series
* @param trade a trade
* @return the profit of the trade
*/
private decimal CalculateProfit(ITimeSeries series, Trade trade)
{
decimal profit = Decimals.ONE;
if (trade.IsClosed())
{
// use price of entry/exit order, if NaN use close price of underlying time series
decimal exitClosePrice = trade.GetExit().getPrice().IsNaN() ?
series.GetBar(trade.GetExit().getIndex()).ClosePrice : trade.GetExit().getPrice();
decimal entryClosePrice = trade.GetEntry().getPrice().IsNaN() ?
series.GetBar(trade.GetEntry().getIndex()).ClosePrice : trade.GetEntry().getPrice();
if (trade.GetEntry().isBuy())
{
profit = exitClosePrice.DividedBy(entryClosePrice);
}
else
{
profit = entryClosePrice.DividedBy(exitClosePrice);
}
}
return(profit);
}
protected override decimal Calculate(int index)
{
if (index == 0)
{
return(Decimals.Zero);
}
// Calculating the money flow multiplier
decimal moneyFlowMultiplier = _clvIndicator.GetValue(index);
// Calculating the money flow volume
decimal moneyFlowVolume = moneyFlowMultiplier.MultipliedBy(_series.GetBar(index).Volume);
return(moneyFlowVolume.Plus(GetValue(index - 1)));
}
protected override decimal Calculate(int index)
{
IBar t = _series.GetBar(index);
decimal openPrice = t.OpenPrice;
decimal closePrice = t.ClosePrice;
if (closePrice.IsGreaterThan(openPrice))
{
// Bullish
return(openPrice.Minus(t.MinPrice));
}
else
{
// Bearish
return(closePrice.Minus(t.MinPrice));
}
}
public void getBarWithRemovedIndexOnMovingSeriesShouldReturnFirstRemainingBar()
{
IBar bar = defaultSeries.GetBar(4);
defaultSeries.SetMaximumBarCount(2);
Assert.AreEqual(bar, defaultSeries.GetBar(0));
Assert.AreEqual(bar, defaultSeries.GetBar(1));
Assert.AreEqual(bar, defaultSeries.GetBar(2));
Assert.AreEqual(bar, defaultSeries.GetBar(3));
Assert.AreEqual(bar, defaultSeries.GetBar(4));
Assert.AreNotEqual(bar, defaultSeries.GetBar(5));
}