Uma estratégia multi-cabeça é a estratégia de comprar BTC no instante, originalmente em dinheiro de 1000 usd. A cada hora, veja se o canal de Keltner é atravessado e, se for, faça mais. A estratégia de lançamento: 1o, se perder 6%, parar imediatamente; 2o, se cair abaixo da linha média de MA, venda imediatamente; 3, se o lucro é de 10%, como um protetor, faça mais imediatamente, faça mais se tiver uma queda de 10 por cento consecutiva nas últimas 24 horas, significa que houve um evento repentino, pare imediatamente o prejuízo.
A estratégia foi muito boa para mim, e a reavaliar no disco real. A verdade é que a natureza é perder menos e ganhar mais.
'''
start: 2020-01-01 00:00:00
end: 2020-04-24 00:00:00
period: 1h
exchanges: [{"eid":"huobi","currency":"BTC_USDT","stocks":0,"meta":{"AccessKey":"7yngd7gh5g-a7ed9b1a-c05064c3-bab33","SecretKey":"553c2cd1-e229e1d2-25a536cb-db7d3"}}]
'''
import talib as ta
import pandas as pd
from datetime import datetime
from datetime import timedelta
import math
#coding:utf8
import sys
eid = -1
last_price = -1
def main():
global eid
global last_price
global ma
while True:
records = exchange.GetRecords(1*60*60)
e = exchange
kline1 = pd.DataFrame(records)
kline1['Time'] = kline1['Time'].map(lambda x: datetime.utcfromtimestamp(x/1000)+timedelta(hours=8))
kline1.columns = ['time','open','high','low','close','volume','oi']
r = kline1
#Log('最新k线时间',r.iloc[-1].time, ' 最新价格收盘价', r.iloc[-1].close)
leadLine1 = ta.EMA(r.close, 30)
leadLine2 = ta.SMA(r.close, 30)
UT=leadLine2 < leadLine1
DT=leadLine2 > leadLine1
# keltner channel
ma = ta.EMA(kline1.close, 80)
# 真实的范围函数
range1 = ta.TRANGE(kline1.high, kline1.low, kline1.close)
rangema = ta.EMA(range1, 80)
upper = ma + 3*rangema
lower = ma - 3*rangema
# minus and plus of adx/dmi
minus = ta.MINUS_DI(kline1.high,kline1.low, kline1.close,14)
plus = ta.PLUS_DI(kline1.high, kline1.low, kline1.close ,14)
volume0 = r.iloc[-1].volume
volume1 = r.iloc[-2].volume
rn = r.iloc[-1]
entry_long = rn.close > upper.iloc[-1] and (r.iloc[-1].volume+ r.iloc[-2].volume) >1.5 *(r.iloc[-4].volume+ r.iloc[-5].volume)
long = entry_long
exit_long = (rn.close < ma.iloc[-1] )
account = exchange.GetAccount()
amount = account.Stocks
#Log('Balance is ', account['Balance'], ' Btc amount is ', amount)
# 如果处于空仓状态
if (account['Balance'] >= 600 and amount < 0.001):
if long==True and account['Balance'] < 400 and amount<0.01:
Log('balance is ', account['Balance'], ' 余额不足400，退出！')
return
elif long== True and account['Balance'] >= 600: #第一次开多仓
Log('balance is ', account['Balance'])
Log('多仓位时间: ', rn.time, ' open is ', rn.open , ' close is ', rn.close, ' upper is ', upper.iloc[-1], ' volume 0\1 is', volume0 , 'volume 1 is ', volume1 ,
' plus is ',plus.iloc[-1], ' minus is ', minus.iloc[-1], '@')
exchange.Buy(-1,600)
last_price = rn.close + 10
Sleep(1000*60*15)
# 如果处于持仓状态
if amount>0.001 :
if amount > 0.0001 and rn.close <= last_price*0.94:
Log('止损平仓事件: ','balance is ', account['Balance'], rn.time, ' rn.close is ', rn.close, ' @')
id = exchange.Sell(-1, amount);
account = exchange.GetAccount()
amount = account.Stocks
Log('Balance is ', account['Balance'], ' Btc amount is ', amount)
eid = -1
#如果处于一直持仓又大跌状态，才卖出
elif amount > 0.0001 and rn.close >= last_price * 1.1 and rn.close <= r.iloc[-24].close*0.9:
Log('持仓周期内的大跌止损平仓事件: ', rn.time, ' rn.close is ', rn.close, ' @')
id = exchange.Sell(-1, amount);
eid = -1
account = exchange.GetAccount()
amount = account.Stocks
Log('Balance is ', account['Balance'], ' Btc amount is ', amount)
elif amount > 0.0001 and exit_long == True :
if rn.close <= last_price:
Log('位置下滑平仓位事件,亏损: amount is ',amount ,' time is ', rn.time, ' 价格是：',rn.close,' ma is ', ma.iloc[-1], ' 开仓价格',last_price,' 亏损幅度：',100*(last_price -rn.close)/last_price ,'% @')
eid = exchange.Sell(-1, amount)
# print(r.tail(10))
# print('ma is ' ,ma)
account = exchange.GetAccount()
amount = account.Stocks
Log('Balance is ', account['Balance'], ' Btc amount is ', amount)
elif rn.close > last_price*1.1 :
Log('超出10%盈利继续持仓')
account = exchange.GetAccount()
amount = account.Stocks
Log('Balance is ', account['Balance'], ' Btc amount is ', amount)
return
elif rn.close > last_price and rn.close <=last_price*1.1:
eid = exchange.Sell(-1, amount);
account = exchange.GetAccount()
amount = account.Stocks
Log('Balance is ', account['Balance'], ' Btc amount is ', amount)
Log('位置下滑平仓位事件,赚钱啦: amount is ',amount, ' time is ', rn.time, ' 价格是： ',rn.close,' ma is ', ma.iloc[-1],' 开仓价格',last_price,' 盈利幅度：',100*(rn.close-last_price )/last_price ,'% @' )
else:
id = exchange.Sell(-1, amount);
Log('最终位置下滑平仓位事件,赚钱啦: amount is ',amount, ' time is ', rn.time, ' 价格是： ',rn.close,' ma is ', ma.iloc[-1],' 开仓价格',last_price,' 盈利幅度：',100*(rn.close-last_price )/last_price ,'% @' )
eid = -1
account = exchange.GetAccount()
amount = account.Stocks
Log('Balance is ', account['Balance'], ' Btc amount is ', amount)
Sleep(1000*60*15)
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