from binance.spot import Spot
import talib
import numpy as np
import pandas as pd
import datasource.crypto
import time,setting
import telegram_sender
from datasource import crypto

# crossover 函数：检测上穿信号
def crossover(series1, series2):
    return (series1 > series2) & (series1.shift(1) <= series2.shift(1))

# crossunder 函数：检测下穿信号
def crossunder(series1, series2):
    return (series1 < series2) & (series1.shift(1) >= series2.shift(1))

## 检查信号
def stratergy_run(symbol, interval,df):
    ## 计算 ema
    df['ema13'] = talib.EMA(df['close'], timeperiod=13)
    df['ema144'] = talib.EMA(df['close'], timeperiod=144)
    df['ema169'] = talib.EMA(df['close'], timeperiod=169)
    df['ema576'] = talib.EMA(df['close'], timeperiod=576)
    df['ema676'] = talib.EMA(df['close'], timeperiod=676)

    maxline = np.maximum(df['ema144'], df['ema169'])
    minline = np.minimum(df['ema144'], df['ema169'])

    shortArragement = df['ema13'] < minline
    longArrangement = df['ema13'] > maxline
    confuse = (df['ema13'] >= minline) & (df['ema13'] <= maxline)
    crossRatio = 0.2

    shortA = crossunder(df['ema13'], minline)
    shortB = shortArragement & crossunder(df['close'], minline) & (((minline - df['close']) / df.apply(lambda x: abs(x['open'] - x['close']), axis=1)) > crossRatio)
    df['shortResut'] = (shortA | shortB) & (confuse == False)

    longA = crossover(df['ema13'], maxline)
    longB = longArrangement & crossover(df['close'], maxline) & (((df['close'] - maxline) / df.apply(lambda x: abs(x['open'] - x['close']), axis=1)) > crossRatio)
    df['longResut'] = (longA | longB) & (confuse == False)

    latest = df.iloc[-1]

    direction = ""
    if latest['shortResut']==True:
        direction = '空'
    if latest['longResut']==True:
        direction = '多'
    
    message = f"⭐️信号提醒⭐️\r\n\r\n策略:【Vegas趋势跟踪V1.0】\r\n品种: {symbol}\r\n周期: {interval}\r\n信号: 【{direction}】\r\n当前价格:{latest['open']}\r\n\r\n{latest['timestamp']}"
    print(f"{symbol} - {interval} is checked!")
    if direction != "":
        telegram_sender.send_message(setting.chat_id, message)
    

def run_crypto(interval):
    print('Vegas策略运行....')

    symbols = crypto.get_top_binance_usdt_pairs(10)
    for s in symbols:
        df = crypto.get_klines(s, interval)
        stratergy_run(s,interval, df)
        
        time.sleep(1)