Trading bot grain (#33)
* Trading bot Grain * Fix a bit more of the trading bot * Advance on the tradingbot grain * Fix build * Fix db script * Fix user login * Fix a bit backtest * Fix cooldown and backtest * start fixing bot start * Fix startup * Setup local db * Fix build and update candles and scenario * Add bot registry * Add reminder * Updateing the grains * fix bootstraping * Save stats on tick * Save bot data every tick * Fix serialization * fix save bot stats * Fix get candles * use dict instead of list for position * Switch hashset to dict * Fix a bit * Fix bot launch and bot view * add migrations * Remove the tolist * Add agent grain * Save agent summary * clean * Add save bot * Update get bots * Add get bots * Fix stop/restart * fix Update config * Update scanner table on new backtest saved * Fix backtestRowDetails.tsx * Fix agentIndex * Update agentIndex * Fix more things * Update user cache * Fix * Fix account load/start/restart/run
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using Managing.Core;
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using Managing.Domain.Candles;
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using Managing.Domain.Indicators;
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using Managing.Domain.Shared.Rules;
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using Managing.Domain.Strategies.Base;
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using Skender.Stock.Indicators;
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using static Managing.Common.Enums;
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namespace Managing.Domain.Strategies.Trends;
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public class StochRsiTrendIndicatorBase : IndicatorBase
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{
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public List<LightSignal> Signals { get; set; }
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public StochRsiTrendIndicatorBase(
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string name,
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int period,
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int stochPeriod,
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int signalPeriod,
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int smoothPeriods) : base(name, IndicatorType.StochRsiTrend)
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{
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Signals = new List<LightSignal>();
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StochPeriods = stochPeriod;
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SignalPeriods = signalPeriod;
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SmoothPeriods = smoothPeriods;
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Period = period;
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}
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public override List<LightSignal> Run(HashSet<Candle> candles)
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{
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if (candles.Count <= 10 * Period + 50)
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{
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return null;
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}
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try
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{
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var stochRsi = candles
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.GetStochRsi(Period.Value, StochPeriods.Value, SignalPeriods.Value, SmoothPeriods.Value)
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.RemoveWarmupPeriods();
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var stochRsiCandles = MapStochRsiToCandle(stochRsi, candles.TakeLast(Period.Value));
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if (stochRsi.Count() == 0)
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return null;
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var previousCandle = stochRsiCandles[0];
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foreach (var currentCandle in stochRsiCandles.Skip(1))
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{
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if (currentCandle.Signal < 20)
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{
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AddSignal(currentCandle, TradeDirection.Long, Confidence.None);
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}
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else if (currentCandle.Signal > 80)
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{
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AddSignal(currentCandle, TradeDirection.Short, Confidence.None);
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}
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previousCandle = currentCandle;
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}
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return Signals.OrderBy(s => s.Date).ToList();
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}
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catch (RuleException)
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{
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return null;
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}
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}
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public override IndicatorsResultBase GetIndicatorValues(HashSet<Candle> candles)
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{
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return new IndicatorsResultBase()
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{
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StochRsi = candles.GetStochRsi(Period.Value, StochPeriods.Value, SignalPeriods.Value, SmoothPeriods.Value)
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.ToList()
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};
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}
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private List<CandleStochRsi> MapStochRsiToCandle(IEnumerable<StochRsiResult> ema, IEnumerable<Candle> candles)
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{
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var emaList = new List<CandleStochRsi>();
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foreach (var candle in candles)
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{
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var currentEma = ema.Find(candle.Date);
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if (currentEma != null)
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{
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emaList.Add(new CandleStochRsi()
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{
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Close = candle.Close,
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Open = candle.Open,
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Date = candle.Date,
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Ticker = candle.Ticker,
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Exchange = candle.Exchange,
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Signal = currentEma.Signal.Value,
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StochRsi = currentEma.StochRsi.Value
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});
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}
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}
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return emaList;
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}
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private void AddSignal(CandleStochRsi candleSignal, TradeDirection direction, Confidence confidence)
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{
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var signal = new LightSignal(
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MiscExtensions.ParseEnum<Ticker>(candleSignal.Ticker),
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direction,
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confidence,
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candleSignal,
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candleSignal.Date,
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candleSignal.Exchange,
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Type,
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SignalType,
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Name);
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if (!Signals.Any(s => s.Identifier == signal.Identifier))
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{
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Signals.AddItem(signal);
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}
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}
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private class CandleStochRsi : Candle
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{
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public double Signal { get; internal set; }
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public double StochRsi { get; internal set; }
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}
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}
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