import talib
import numpy as np
import time,setting
import telegram_sender
from datasource import crypto
import dingding
import discord_sender


# 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, debug):
    ## 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"策略:【Vegas反转策略】\r\n"
    message += f"品种: {symbol}\r\n"
    message += f"周期: {interval}\r\n"
    message += f"信号: 【{direction}】\r\n"
    message += f"收盘价: {latest['close']}\r\n"

    print(f"【{symbol} - {interval}】 is checked!")
    if direction != "":
        if debug == False:
            url = 'https://discordapp.com/api/webhooks/1285867836454998077/JNAFUyur_ygOJIh6C4beUAVYMpm1TZf4IEeMn8Q1p0TglO1Hjyiu2LQqiU5AxVovWyiO'
            discord_sender.send_message(url,'🦄信号提醒🦄',message)

            print(f"【{symbol} - {interval}】 is singal fired!")
        else:
            print(message)


def run_crypto(interval, debug=False):
    for s in setting.symbols:
        df = crypto.get_klines(s, interval)
        stratergy_run(s,interval, df, debug)
        
        time.sleep(1)