import requests from monitors import move from datasource import crypto import talib # move.run_crypto('5m') df = crypto.get_klines('PEOPLEUSDT', '5m') ## 计算 ema df['ema5'] = talib.EMA(df['close'], timeperiod=5) df['ema10'] = talib.EMA(df['close'], timeperiod=10) df['ema30'] = talib.EMA(df['close'], timeperiod=30) df['ema144'] = talib.EMA(df['close'], timeperiod=144) df['isLongArrangement'] = ((df['ema5'] > df['ema10']) & (df['ema10'] > df['ema30']) & (df['ema30'] > df['ema144'])) df['isShortArrangement'] = ((df['ema5'] < df['ema10']) & (df['ema10'] < df['ema30']) & (df['ema30'] < df['ema144'])) d1 = df.iloc[-1] d2 = df.iloc[-2] d3 = df.iloc[-3] isBear = d1['isShortArrangement'] == True and d2['isShortArrangement'] == True and d3['isShortArrangement'] == False print(df) print(isBear)