using System;
using System.Linq;
using QuantConnect.Data.Market;
using QuantConnect.Indicators;

namespace QuantConnect.Algorithm.CSharp
{
    public class BasicTemplateAlgorithm : QCAlgorithm
    {
        private SimpleMovingAverage _fast;
        private SimpleMovingAverage _slow;
        private RelativeStrengthIndex _rsi;
        private string _sym = QuantConnect.Symbol.Create("BTCUSD", SecurityType.Crypto, Market.GDAX);

        public override void Initialize()
        {
            SetStartDate(2017, 1, 1);  //Set Start Date
            SetEndDate(DateTime.Now);
            AddCrypto("BTCUSD", Resolution.Minute, Market.GDAX);
            SetCash(40000);

            _fast = SMA("BTCUSD", 5, Resolution.Daily);
            _slow = SMA("BTCUSD", 18, Resolution.Daily);
            _rsi = RSI("BTCUSD", 14, MovingAverageType.Simple, Resolution.Daily);
        }
        
        public override void OnData(Slice data)
        {
        	Plot(_sym, "Price", Securities[_sym].Price);
        	Plot(_sym, _fast, _slow);
            Plot(_sym, "RSI", _rsi);
        	
        	if (! _rsi.IsReady)
        		return;
        	
            // define a small tolerance on our checks to avoid bouncing
            const decimal tolerance = 0.00015m;
            var holdings = Portfolio[_sym].Quantity;
            Log("HOLDINGS " + holdings);

            // we only want to go long if we're currently short or flat
            if (holdings <= 0)
            {
            	Log("FASTSMA " + _fast);
            	Log("SLOWSMA " + _slow);
            	Log("RSI " + _rsi);
            	
                // if the fast is greater than the slow, we'll go long
                //if (_fast > _slow * (1 + tolerance))
                if(_rsi < 30)
                {
                    Log("BUY  >> " + Securities[_sym].Price);
                    SetHoldings(_sym, 1.0);
                }
            }

            // we only want to liquidate if we're currently long
            // if the fast is less than the slow we'll liquidate our long
            if (holdings > 0 &&  _rsi > 80)
            {
                Log("SELL >> " + Securities[_sym].Price);
                Liquidate(_sym);
            }
            

        }
    }
}