My plot is not showing pointers to where the trades occured and also my stoploss and take profits are not working, any help would be highly appereciated

[Dennis Musingila]

import numpy as np
import math
class TestStrategy(bt.Strategy):
params = (('risk', 0.4), #risk 10%
('stop_dist', 0.05)) #stoploss distance 5%

pred = []
def log(self, txt, dt = None):
    dt = dt or self.datas[0].datetime.datetime(0)
    print('%s, %s' % (dt.isoformat(), txt))
def __init__(self,pred=[]):
    self.dataclose = self.data.close
    self.dataopen = self.datas[0].open
    self.datahigh = self.datas[0].high
    self.datalow = self.data.low.get(size=10)
    self.units = 1000
    self.order = None
    
    #self.myslice = self.datas.open[-30:0]
    

def prediction_out(self,predata):
   
    predata = np.array(predata)
    pred_data = predata.T
    pred_data = scaler.transform(pred_data)
    #print(pred_data)
    pre_data = np.array(pred_data)
    #print(pre_data.shape)
    
    pre_data =  np.reshape(pre_data, (1,pre_data.shape[0], pre_data.shape[1]))
    #print(pre_data.shape)
    predict = model.predict(pre_data)
    predict = (predict * (maxim-minim)) + minim
    #print(predict)
    TestStrategy.pred.append(predict)
    return predict
    
def next(self):
    cash = self.broker.get_cash()
    a = self.data.close.get(size= 15)
    #print(a)
    #(self.data.close.get(ago = -5,size= 10))
    #self.log('high, %.2f' % self.datahigh[0])
    #self.log('low, %.2f' % self.datalow[0])
    #self.log('close, %.2f' % self.dataclose[0])
    #self.log('this is it' % self.myslice)
    
    #data = self.dataclose.get(size = 10)
    #print('datasdfasdfa',data)
    if len(a) > 3:
        pred_data = [(self.data.open.get(size = 15)).tolist(),
                     (self.data.high.get(size = 15)).tolist(),
                     (self.data.low.get(size = 15)).tolist(),
                     (self.data.close.get(size = 15)).tolist()]
            
        #print(pred_data)
        prediction = self.prediction_out(pred_data)
    
    if len(TestStrategy.pred) >  15:
        
        if (TestStrategy.pred[len(TestStrategy.pred)-15][0][0]-TestStrategy.pred[-1][0][0]) > 0.00100:
            buy_order = self.buy(size = self.units)
            buy_order.addinfo(name='MARKET_BUY')
            self.order = buy_order
            return buy_order
        elif (TestStrategy.pred[len(TestStrategy.pred)-15][0][0]-TestStrategy.pred[-1][0][0]) < -0.00100:
            self.log('Sell Create, %.2f' % self.dataclose[0])
            stop_price = (self.data.close[0] * (1 - self.p.stop_dist))
            short_order = self.sell(size = self.units)
            short_order.addinfo(name = 'MARKET_SELL')
            self.order = short_order
            
            
        else:
            pass
def notify_trade(self, trade):
    date = self.data.datetime.datetime()
    if trade.isclosed:
        print('-'*32,' NOTIFY TRADE ','-'*32)
        print('{}, Avg Price: {}, Profit, Gross {}, Net {}'.format(
                                            date,
                                            trade.price,
                                            round(trade.pnl,2),
                                            round(trade.pnlcomm,2)))
        print('-'*80)
     # placing stoploss and takeproti   
    if self.order.info['name'] == 'MARKET_BUY':
        sell_order = self.sell(size = self.units, exectype = bt.Order.Stop, price = (self.order.executed.price - 0.0002000))
        sell_order.addinfo(name = 'MARKET_BUY_STOP')
        print('this is this working ')
    

        take_profit = self.sell(size = self.units, exectype = bt.Order.Limit, price = self.order.executed.price + 0.0002000)
        take_profit.addinfo(name = 'Take_Profit')
   

    elif self.order.info['name'] == 'MARKET_SELL' :
        buy_order = self.buy(size = self.units, exectype = bt.Order.Stop, price = (self.order.executed.price + 0.0001))
        buy_order.addinfo(name = 'MARKET_SELL_STOP')

        take_profit = self.sell(size = self.units, exectype = bt.Order.Limit, price = self.order.executed.price - 0.0001000)
        take_profit.addinfo(name = 'Take_Profit')
        
        print('is this working')

[Dennis Musingila]

@Dennis-Musingila ![

Here is the graph its producing

[dasch]

try adding the observer manually with different bardist

    cerebro.addobserver(
        bt.observers.BuySell,
        barplot=True,
        bardist=config.get("plot_bar_dist", 0.001))  # buy / sell arrows

[dasch]

removed custom config code from example:

    cerebro.addobserver(
        bt.observers.BuySell,
        barplot=True,
        bardist=0.001)  # buy / sell arrows

[Dennis Musingila]

@dasch Thanks a million mate, It worked