trading-quant/signals/ma_arrangement.py
2023-06-19 23:57:13 +08:00

43 lines
1.4 KiB
Python

import talib
import numpy as np
import bn
import tg
import datetime
import settings
flags = {}
def check_ma_arrange(data):
# 提取收盘价
close_prices = np.array([float(entry[4]) for entry in data])
# 计算移动平均线
ema7 = talib.EMA(close_prices, timeperiod=7)
ema30 = talib.EMA(close_prices, timeperiod=30)
ema100 = talib.EMA(close_prices, timeperiod=100)
ema200 = talib.EMA(close_prices, timeperiod=200)
bullish = ema7[-1] > ema30[-1] > ema100[-1] > ema200[-1]
bearish = ema7[-1] < ema30[-1] < ema100[-1] < ema200[-1]
return bullish, bearish
def run(symbol, interval):
# 获取kline数据
data = bn.klines(symbol, interval)
bullish, bearish = check_ma_arrange(data)
flag_name = symbol + '_' + interval
text = ""
if bullish and (flag_name not in flags or flags[flag_name] == False):
flags[flag_name] = True
text = f'📶信号预警📶\r\n\r\n品种:【${symbol}\r\n周期:{interval}\r\n信号:【多头】排列\r\n\r\n{datetime.datetime.now().strftime("%Y-%m-%d %H:%M:%S")}'
if bearish and (flag_name not in flags or flags[flag_name] == True):
flags[flag_name] = False
text = f'📶信号预警📶\r\n\r\n品种:【${symbol}\r\n周期:{interval}\r\n信号:【空头】排列\r\n\r\n{datetime.datetime.now().strftime("%Y-%m-%d %H:%M:%S")}'
if text != "":
print(text)
tg.send_message(settings.chat_id, text)