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mdserver-web/plugins/cryptocurrency_trade/ccxt/strategy/macd_kdj.py

121 lines
2.8 KiB

# cd /www/server/mdserver-web && source bin/activate
# python3 plugins/cryptocurrency_trade/ccxt/strategy/macd_kdj.py run
# python3 plugins/cryptocurrency_trade/ccxt/strategy/macd_kdj.py long
import ccxt
import talib
import pandas as pd
import time
import sys
import os
from pprint import pprint
sys.path.append(os.getcwd() + "/plugins/cryptocurrency_trade/strategy")
import common
sys.path.append(os.getcwd() + "/class/core")
import mw
pd.set_option('display.max_rows', None)
# import warnings
# warnings.filterwarnings('error')
def getMACD(df, lenght=-60):
if len(df['close'].values) < 100:
return False, None
close_p = df['close'].values
df['dif'], df['dea'], df['macd'] = talib.MACD(close_p,
fastperiod=12,
slowperiod=26,
signalperiod=9)
return True, df[lenght:]
def isKdj(last, last_pre):
# 判断是否是金叉
if (float(last_pre['macd']) < 0) and (float(last['macd']) > 0):
return True
return False
def isDeadFork(last, last_pre):
# 判断是否是死叉
if (float(last_pre['macd']) > 0) and (float(last['macd']) < 0):
return True
return False
def checkData():
tag = 'btc'
tf_frame = '1h'
data = common.getDataFromDb_DF(tf_frame, tag, 300)
# print(data)
b, r = getMACD(data)
if b:
# rlen = len(r)
# r = r.copy()
# r['dt'] = pd.to_datetime(
# r['addtime'], unit='s')
# r['dt'] = r['dt'].dt.tz_convert('Asia/Shanghai')
# print(r)
rlen = len(r)
t_data = r.tail(2)
# print(r.tail(2))
last_pre = t_data.iloc[0]
last = t_data.iloc[1]
# print(last_pre)
# print(last)
# print(last_pre['addtime'])
# print(last_pre['open'])
# print(last_pre['high'])
# print(last_pre['low'])
# print(last_pre['close'])
# print(last['addtime'])
# print(last['open'])
# print(last['high'])
# print(last['low'])
# print(last['close'])
now = mw.getDateFromNow()
if isKdj(last, last_pre):
msg = now + "|{}|{}|检查到金叉状态!".format(tag, tf_frame)
common.notifyMsg(msg, tf_frame, tag)
common.writeLog(msg)
if isDeadFork(last, last_pre):
msg = now + "|{}|{}|检查到死叉状态!".format(tag, tf_frame)
common.notifyMsg(msg, tf_frame, tag)
common.writeLog(msg)
def run():
checkData()
def longRun():
while True:
checkData()
time.sleep(3)
if __name__ == "__main__":
func = sys.argv[1]
if func == 'run':
run()
elif func == 'long':
longRun()
else:
print('error')