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['shortDiff'] = abs(df['ema5'] - df['ema10']) / df['ema10']
df['midDiff'] = abs(df['ema10'] - df['ema30']) / df['ema30']
df['longDiff'] = abs(df['ema30'] - df['ema144']) / df['ema144']

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
maxDiff = max(d1['shortDiff'],  d1['midDiff'],  d1['longDiff'])
minDiff = min(d1['shortDiff'],  d1['midDiff'],  d1['longDiff'])
isOffset = maxDiff / minDiff < 3

print(df)
print(isOffset)