Beispiel #1
0
 def test_get_months_candles(self):
     upbit = Upbitpy()
     ret = upbit.get_months_candles('BTC-ETH')
     self.assertIsNotNone(ret)
     self.assertNotEqual(len(ret), 0)
     logging.info(ret)
     logging.info(upbit.get_remaining_req())
Beispiel #2
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 def test_get_market_all(self):
     upbit = Upbitpy()
     ret = upbit.get_market_all()
     self.assertIsNotNone(ret)
     self.assertNotEqual(len(ret), 0)
     logging.info(ret)
     logging.info(upbit.get_remaining_req())
Beispiel #3
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class Upbit:
    def __init__(self):
        self.__upbit = Upbitpy()
        self.__krw_markets = self.__get_krw_markets()

    def __get_krw_markets(self):
        krw_markets = dict()
        all_markets = self.__upbit.get_market_all()

        for market in all_markets:
            if market['market'].startswith('KRW-'):
                krw_markets[market['market']] = market
        return krw_markets

    def get_days_candles(self, market):
        if market not in self.__krw_markets.keys():
            return None
        candles = self.__upbit.get_days_candles(market, count=10)
        return candles

    def get_days_many_candles(self, market):
        if market not in self.__krw_markets.keys():
            return None
        candles = self.__upbit.get_days_candles(market, count=100)
        return candles
Beispiel #4
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 def test_get_minutes_candles(self):
     upbit = Upbitpy()
     ret = upbit.get_minutes_candles(60, 'KRW-BTC')
     self.assertIsNotNone(ret)
     self.assertNotEqual(len(ret), 0)
     logging.info(ret)
     logging.info(upbit.get_remaining_req())
Beispiel #5
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 def test_get_trades_ticks(self):
     upbit = Upbitpy()
     ret = upbit.get_trades_ticks('KRW-ICX')
     self.assertIsNotNone(ret)
     self.assertNotEqual(len(ret), 0)
     logging.info(ret)
     logging.info(upbit.get_remaining_req())
Beispiel #6
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 def test_get_orderbook(self):
     upbit = Upbitpy()
     ret = upbit.get_orderbook(['KRW-ICX', 'KRW-ADA'])
     self.assertIsNotNone(ret)
     self.assertNotEqual(len(ret), 0)
     logging.info(ret)
     logging.info(upbit.get_remaining_req())
Beispiel #7
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    def get_accounts(self):
        try:
            upbit = Upbitpy(self.KEY, self.SECRET)
            ret = upbit.get_accounts()
            for c in ret:
                self.balance[c['currency']] = float(c['balance'])
        except:
            self.balance['KRW'] = 0
            self.balance['USDT'] = 0
            logging.info('Failed to get balance')

        if (self.balance['KRW'] > 0.0 or self.balance['USDT']  > 0.0) and self.exchange_rate > 0.0:
            # 보유자산에 따른 KRW2USD_limit and USD2KRW_limt 가중치 부여 점진법
            self.KRW2USD_weighted = self.KRW2USD_limit - self.KRW2USD_limit*self.balance['KRW']/(self.balance['KRW'] + self.balance['USDT']*self.exchange_rate)           
            self.USD2KRW_weighted = self.USD2KRW_limit - self.USD2KRW_limit*self.balance['USDT']*self.exchange_rate/(self.balance['KRW'] + self.balance['USDT']*self.exchange_rate)
            if self.KRW2USD_weighted >= self.KRW2USD_limit and self.KRW2USD_weighted <= self.USD2KRW_limit:
                self.KRW2USD_weighted = self.KRW2USD_weighted + self.KRW2USD_offset
            else:
                self.KRW2USD_weighted = self.KRW2USD_limit                
            if self.USD2KRW_weighted >= self.KRW2USD_limit and self.USD2KRW_weighted <= self.USD2KRW_limit:
                self.USD2KRW_weighted = self.USD2KRW_weighted + self.USD2KRW_offset
            else:
                self.USD2KRW_weighted = self.USD2KRW_limit

            if self.USD2KRW_weighted < self.USD2KRW_restrict:
                self.USD2KRW_weighted = self.USD2KRW_weighted / 2 + 0.5
                # self.USD2KRW_weighted = self.USD2KRW_restrict
            if self.KRW2USD_weighted > 0.0:
                self.KRW2USD_weighted = self.KRW2USD_weighted * 0.5
            #보유자산에 따른 KRW2USD_limit and USD2KRW_limt 가중치 부여 계단법
            #temp, self.USD2KRW_weighted = self.rate_limit()
        # ! For debugging
        # self.KRW2USD_weighted = 1.0
        # self.USD2KRW_weighted = -1.0
        logging.info('Weight %.2f %.2f'%(self.KRW2USD_weighted, self.USD2KRW_weighted))
Beispiel #8
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def main():
    upbit = Upbitpy()

    # 모든 원화 market 얻어오기
    all_market = upbit.get_market_all()
    krw_markets = []
    for m in all_market:
        if m['market'].startswith('KRW'):
            krw_markets.append(m['market'])

    candles_7d = dict()
    # 7일간 거래량
    for m in krw_markets:
        candles_7d[m] = upbit.get_weeks_candles(m, count=1)[0]
        check_remaining_candles_req(upbit)

    while True:
        logging.info('평균 거래량 대비 {}분 거래량 비율========================'.format(
            INTERVAL_MIN))
        for m in krw_markets:
            vol = upbit.get_minutes_candles(
                1, m, count=1)[0]['candle_acc_trade_volume']
            vol_7d = candles_7d[m]['candle_acc_trade_volume']
            vol_7d_avg = (((vol_7d / 7.0) / 24.0) / 60.0) * INTERVAL_MIN
            vol_ratio = format((vol / vol_7d_avg) * 100.0, '.2f')
            logging.info('[{}] {}% (거래량:{}, 평균:{})'.format(
                m, vol_ratio, format(vol, '.2f'), format(vol_7d_avg, '.2f')))
            check_remaining_candles_req(upbit)
        wait(INTERVAL_MIN)
Beispiel #9
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 def test_cancel_order(self):
     upbit = Upbitpy(self.KEY, self.SECRET)
     uuid = self.__do_temp_order(upbit)
     self.assertIsNotNone(uuid)
     ret = upbit.cancel_order(uuid)
     self.assertIsNotNone(ret)
     self.assertNotEqual(len(ret), 0)
     logging.info(ret)
Beispiel #10
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 def test_get_orders(self):
     upbit = Upbitpy(self.KEY, self.SECRET)
     self.__do_temp_order(upbit)
     ret = upbit.get_orders(self.TEST_MARKET, 'wait')
     self.assertIsNotNone(ret)
     self.assertNotEqual(len(ret), 0)
     logging.info(ret)
     self.__do_cancel(upbit)
Beispiel #11
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 def test_order(self):
     upbit = Upbitpy(self.KEY, self.SECRET)
     ret = upbit.order(self.TEST_MARKET, 'bid', self.TEST_VOLUME,
                       self.TEST_BID_PRICE)
     self.assertIsNotNone(ret)
     self.assertNotEqual(len(ret), 0)
     logging.info(ret)
     self.__do_cancel(upbit)
Beispiel #12
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 def order(self, code, dir, price, qty):
     logging.info('%s, %s, %f, %f'%(code,dir,price,qty))
     try:
         upbit = Upbitpy(self.KEY, self.SECRET)
         ret = upbit.order(code, dir, qty, price) #e.g. ('KRW-BTC', 'bid', 10, 300)            
         logging.info(ret)
     except:
         logging.info('Order Err')
Beispiel #13
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def main():
    upbit = Upbitpy()
    keys = ['opening_price', 'trade_price', 'high_price', 'low_price', 'timestamp']

    while True:
        coin = 'KRW-XRP'
        candle = upbit.get_minutes_candles(INTERVAL_MIN, coin)[0]
        logging.info('[{}] {}'.format(datetime.datetime.now().strftime('%Y%m%d %H:%M:%S'), coin))
        for key in keys:
            logging.info('\t{}: {}'.format(key, candle[key]))
        wait(INTERVAL_MIN)
Beispiel #14
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def main():
    upbit = Upbitpy()
    updater = Updater(TELEGRAM_BOT_TOKEN)

    while True:
        ticker = upbit.get_ticker(['KRW-BTC'])[0]
        price_str = format(int(ticker['trade_price']), ',')
        text = '({}) 비트코인 가격: {} 원'.format(
            datetime.datetime.now().strftime('%m/%d %H:%M:%S'), price_str)
        updater.bot.send_message(chat_id=CHAT_ID, text=text)
        wait(INTERVAL_MIN)
Beispiel #15
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    def __init__(self):
        self.upbit = Upbitpy()
        self.markets = self.upbit.get_market_all()
        self.KRWmarkets = []
        self.BTCmarkets = [] 
        self.USDmarkets = []

        for market in markets:
            self.pair = market['market']
            self.marketname = pair[0:3]
            if self.marketname == 'BTC':
                self.BTCmarkets.append(pair)
            elif self.marketname == 'KRW':
                self.KRWmarkets.append(pair)
            else:
                self.USDmarkets.append(pair)
Beispiel #16
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def main():
    upbit = Upbitpy()

    # 모든 market 얻어오기
    all_market = upbit.get_market_all()

    # market 분류
    market_table = {'KRW': []}
    for m in all_market:
        for key in market_table.keys():
            if m['market'].startswith(key):
                market_table[key].append(m['market'])

    # 마켓 별 가격을 가져와 출력
    for key in market_table.keys():
        logging.info('{} 마켓:'.format(key))
        tickers = upbit.get_ticker(market_table[key])
        print_tickers(tickers)
Beispiel #17
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class MarketSearcher:
    def __init__(self):
        self.upbit = Upbitpy()
        self.markets = self.upbit.get_market_all()
        self.KRWmarkets = []
        self.BTCmarkets = [] 
        self.USDmarkets = []

        for market in markets:
            self.pair = market['market']
            self.marketname = pair[0:3]
            if self.marketname == 'BTC':
                self.BTCmarkets.append(pair)
            elif self.marketname == 'KRW':
                self.KRWmarkets.append(pair)
            else:
                self.USDmarkets.append(pair)


        
    def get_market_spread(self, makret): #market parameter must be list
        orderbook = upbit.get_orderbook(market)
        surfaceorder = orderbook[0]['orderbook_units'][0]
        spread = (surfaceorder['ask_price'] - surfaceorder['bid_price']) / surfaceorder['ask_price']
        return spread



    def get_mininum_tick(self, price):
        if price <= 10:
            return 0.01
        elif price <= 100:
            return 0.1
        elif price <= 1000:
            return 1
        elif price <= 10000:
            return 5
        elif price <= 100000:
            return 10
        elif price <= 5000000:
            return 50
        elif price <= 1000000:
            return 100
        elif price <= 2000000:
            return 500
        else:
            return 1000
Beispiel #18
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    def __initial_load(self):
        config = configparser.ConfigParser()
        config.read('config.ini')
        self.upbit_api = (config['UPBIT_API_KEY'], config['UPBIT_API_SECRET'])
        self.binance_api = (config['BINANCE_API_KEY'], config['BINANCE_API_SECRET'])
        self.hedge_lev = config['HEDGE_LEVERAGE']
        self.max_fund = config['MAX_FUND']

        try:
            self.upbit = Upbitpy(self.upbit_api[0], self.upbit_api[1])
            self.binance = Client(self.binance_api[0], self.binance_api[1])
        except Exception as ex:
            print("api connection error", ex)
            return 0
        else:
            return 1
            '''
Beispiel #19
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    def get_minutes_candle(self):
        upbit = Upbitpy()
        print(self.target_coin)
        keys = ['opening_price', 'trade_price', 'high_price', 'low_price','timestamp']
        candle = self.upbit.get_minutes_candles(self.INTERVAL_MIN, self.target_coin)[0]
        print('[{}] {}'.format(datetime.datetime.now().strftime('%Y%m%d %H:%M:%S'),self.target_coin))
        for key in keys:
            print('\t{}: {}'.format(key, candle[key]))

        if (candle['opening_price'] < candle['trade_price']):
            print('양봉')
            return 1

        elif (candle['opening_price'] > candle['trade_price']):
            print('음봉')
            return 0

        elif (candle['opening_price'] == candle['trade_price']):
            print('횡보')
            return 2
Beispiel #20
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class Upbit:
    def __init__(self):
        self.__upbit = Upbitpy()
        self.__krw_markets = self.__get_krw_markets()

    def __get_krw_markets(self):
        krw_markets = dict()
        all_markets = self.__upbit.get_market_all()
        for market in all_markets:
            if market['market'].startswith('KRW-'):
                krw_markets[market['market']] = market
        # print(krw_markets)
        return krw_markets

    def get_15minutes_candle(self, market):
        '''
        주어진 코인명에 대하여 15분 봉의 200개 캔들을 조회
        :param market: 마켓 네임
        :return: 데이터 프레임 columns={"opening_price": "open", "high_price": "high", "low_price": "low", "trade_price": "close"})
        '''
        if market not in self.__krw_markets.keys():
            return None
        candles = self.__upbit.get_minutes_candles(15, market, count=1)
        dt_list = [datetime.datetime.strptime(x['candle_date_time_kst'], "%Y-%m-%dT%H:%M:%S") for x in candles]
        df = pd.DataFrame(candles, columns=['opening_price', 'high_price', 'low_price', 'trade_price',
                                            'candle_acc_trade_volume'], index=dt_list)
        df = df.rename(
            columns={"opening_price": "open", "high_price": "high", "low_price": "low", "trade_price": "close",
                     "candle_acc_trade_volume": "volume"})
        # print(candles, type(candles))
        return df

    def get_1hour_candle(self, market):
        '''
        주어진 코인명에 대하여 1시 봉의 1개 캔들을 조회
        :param market: 마켓 네임
        :return: 데이터 프레임 columns={"opening_price": "open", "high_price": "high", "low_price": "low", "trade_price": "close"})
        '''
        if market not in self.__krw_markets.keys():
            return None
        candles = self.__upbit.get_minutes_candles(60, market, count=1)
        dt_list = [datetime.datetime.strptime(x['candle_date_time_kst'], "%Y-%m-%dT%H:%M:%S") for x in candles]
        df = pd.DataFrame(candles, columns=['opening_price', 'high_price', 'low_price', 'trade_price',
                                            'candle_acc_trade_volume'], index=dt_list)
        df = df.rename(
            columns={"opening_price": "open", "high_price": "high", "low_price": "low", "trade_price": "close",
                     "candle_acc_trade_volume": "volume"})
        # print(candles, type(candles))
        return df

    def get_current_price(self, market):
        cp = self.__upbit.get_ticker(market)
        # print(cp)
        return cp

    def get_hour_candles(self, market):
        if market not in self.__krw_markets.keys():
            return None
        candles = self.__upbit.get_minutes_candles(15, market, count=60)
        # print(candles)
        return candles
Beispiel #21
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 def test_cancel_order(self):
     upbit = Upbitpy(self.KEY, self.SECRET)
     uuid = self.__do_temp_order(upbit)
     ret = upbit.cancel_order(uuid)
     logging.info(ret)
Beispiel #22
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import time, rich
from datetime import datetime

from upbitpy import Upbitpy

upbit = Upbitpy()

#buy_dic = {'KRW-ETH':3297222,'KRW-XRP':935, 'KRW-WAVES':33123, 'KRW-HUM':315, 'KRW-BTC':49600000}
#acc_dic = {'KRW-ETH':0.0,'KRW-XRP':5000.0, 'KRW-WAVES':0.0, 'KRW-HUM':300.0, 'KRW-BTC':0}
#ticker_list = list(buy_dic.keys())

while True:
    buy_dic = { line.split()[0] : [int(line.split()[2]), float(line.split()[1])] for line in open("input.txt") }
    ticker_list = list(buy_dic.keys())
    
    sum_profit_loss = 0
    tickers = upbit.get_ticker(ticker_list)
    curr_time = datetime.now().strftime("%H:%M:%S")
    rich.print('{}'.format(curr_time))
    print('{:^10}\t: {:^10}\t {:^10}\t ({:^7})\t [{:^10}]'.format('CODE', 'CURR', 'BUY', 'GAP', 'P/L'))
    print('-----------------------------------------------------------------------------')
    for ticker in tickers:
        code = ticker['market']
        curr_price = int(ticker['trade_price'])
        buy_price = buy_dic.get(code)[0] 
        step_price = curr_price-buy_price
        profit_loss = int(step_price*buy_dic.get(code)[1])
        print('{:10}\t: {:10,}\t {:10,}\t ({:=+8,})\t [{:=+10,}]'.format(code, curr_price, buy_price, step_price, profit_loss))
        sum_profit_loss = int(sum_profit_loss + profit_loss)
    print('-----------------------------------------------------------------------------')
    print('                                                           SUM : [{:=+10,}]'.format(sum_profit_loss))
Beispiel #23
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 def test_get_get_accounts(self):
     upbit = Upbitpy(self.KEY, self.SECRET)
     ret = upbit.get_accounts()
     self.assertIsNotNone(ret)
     self.assertNotEqual(len(ret), 0)
     logging.info(ret)
Beispiel #24
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 def test_get_days_candles(self):
     upbit = Upbitpy()
     ret = upbit.get_days_candles('KRW-ADA')
     self.assertIsNotNone(ret)
     logging.info(ret)
     logging.info(upbit.get_remaining_req())
Beispiel #25
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 def test_get_chance(self):
     upbit = Upbitpy(self.KEY, self.SECRET)
     ret = upbit.get_chance(self.TEST_MARKET)
     self.assertIsNotNone(ret)
     self.assertNotEqual(len(ret), 0)
     logging.info(ret)
Beispiel #26
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from upbitpy import Upbitpy

if __name__ == '__main__':
    print("")
    print("")
    print("start")

    access = "xIHcZKYQQxO9xmsLSxDOrP9LJxk5RvgQCHt8H5GK"
    secret = "I91StxEjUU1UPpz8bu6HL1kTCLihRenHj6aGFzxm"  # 키들은 본인의 키를입력합니다.#

    upbit = Upbitpy(access, secret)
    ret = upbit.get_accounts()

    print(ret)

    now_price = 10

    # buy
    ret = upbit.order('KRW-XRP', 'bid', 100, now_price)
    #sell
    ret = upbit.order('KRW-XRP', 'ask', 100, now_price)

    print("end")
Beispiel #27
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        commit_db('INSERT INTO Transaction_history (uid, code, num, price, date, trade_type, completed) VALUES (?, ?, ?, ?, ?, ?, ?)', [data[0],data[1],data[2],data[3],strftime("%Y-%m-%d %H:%M:%S"),data[5],data[6]])


class ThreadCount(object):
    def __init__(self):
        self = []
    def append(self, thread):
        self = [thread]
    def getCount(self):
        return len(self)
    def join(self):
        self[0].join()


class User:
    def __init__(self, uid, uname, password):
        self.id = uid
        self.uname = uname
        self.password = password

# Now, run the app as a server in debug mode or public mode
if __name__ == '__main__':
    upbit = Upbitpy()
    markets = upbit.get_market_all()
    for market in markets:
        if 'KRW-' in market['market']:
            krw_markets.append(market['market'])
    #wsgi.server(eventlet.listen(('127.0.0.1', 5000)), app
    socketio.run(app, debug=True)
  #  app.run(debug=True)        # Debug mode will reload files when changed.
    # app.run(host='0.0.0.0')  # To make the server listen on all public IPs.
Beispiel #28
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 def __init__(self):
     self.__upbit = Upbitpy()
     self.__krw_markets = self.__get_krw_markets()
Beispiel #29
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class upbit_function:
    upbit = Upbitpy()
    target_coin ='KRW-SXP'
    INTERVAL_MIN = 1
    # 업비트 응답시간 대기


    def show_accounts(self):
        print('계좌내역-----------------')
        print(self.upbit.get_accounts())

    # 시장가 구입.
    def buy_market_order(self,coin,access_key=None, secret=None):
        upbit_ = pyupbit.Upbit(access_key,secret)
        won = pyupbit.Upbit.get_balance('KRW')
        print('%d 보유 금액',won)
        print(pyupbit.Upbit.buy_market_order(self.target_coin,won))

    #시장가 판매
    def sell_coinself(self,coin,price,access_key=None, secret=None):
        upbit_ = pyupbit.Upbit(access_key, secret)
        coins = pyupbit.Upbit.get_balance(self.target_coin)
        print(pyupbit.Upbit.sell_market_order(self.target_coin, coins))



    #현재가 조회.
    def get_current_price(self):
        pyupbit.get_current_price(self.target_coin)
        return  pyupbit.get_current_price(self.target_coin)


    def wait(min):
        now = datetime.datetime.now()
        remain_second = 60 - now.second
        remain_second += 60 * (min - (now.minute % min + 1))
        time.sleep(remain_second)
    # 타겟 코인을 찾음.
    def Serach_Target_Coin(self):
        candles_7d = dict()
        # 7일간
        krw_markets = pyupbit.get_tickers(fiat="KRW")
        print('평균 거래량 대비 60분 거래량 비율========================')
        max = -9999
        targetcoin=''
        for m in krw_markets:
            vol = self.upbit.get_minutes_candles(60, m, count=1)[0]['candle_acc_trade_volume']
            print('[{}]  (거래량:{}, )'.format(m,  format(vol, '.2f'), ))
            if vol>max:
                max=vol
                targetcoin=m
            time.sleep(0.2)
        print('거래량이 높은 타겟 코인'+targetcoin)
        self.target_coin = targetcoin
        return targetcoin
    #1분봉
    def get_minutes_candle(self):
        upbit = Upbitpy()
        print(self.target_coin)
        keys = ['opening_price', 'trade_price', 'high_price', 'low_price','timestamp']
        candle = self.upbit.get_minutes_candles(self.INTERVAL_MIN, self.target_coin)[0]
        print('[{}] {}'.format(datetime.datetime.now().strftime('%Y%m%d %H:%M:%S'),self.target_coin))
        for key in keys:
            print('\t{}: {}'.format(key, candle[key]))

        if (candle['opening_price'] < candle['trade_price']):
            print('양봉')
            return 1

        elif (candle['opening_price'] > candle['trade_price']):
            print('음봉')
            return 0

        elif (candle['opening_price'] == candle['trade_price']):
            print('횡보')
            return 2



    def get_minutes_candle_2(self):
        upbit = Upbitpy()
        print(self.target_coin)
        df = pyupbit.get_ohlcv("KRW-BTC")
        print(df)
        return df



    #스텍슬로우
    def get_market_Stochastic(self,stoch_rsi_D=None):
        url = "https://api.upbit.com/v1/candles/minutes/1"
        querystring = {"market": self.target_coin, "count": "100"}
        response = requests.request("GET", url, params=querystring)
        data = response.json()
        df = pd.DataFrame(data)
        series = df['trade_price'].iloc[::-1]
        df = pd.Series(df['trade_price'].values)

        period = 14
        smoothK = 5
        smoothD = 3

        delta = series.diff().dropna()
        ups = delta * 0
        downs = ups.copy()
        ups[delta > 0] = delta[delta > 0]
        downs[delta < 0] = -delta[delta < 0]
        ups[ups.index[period - 1]] = np.mean(ups[:period])
        ups = ups.drop(ups.index[:(period - 1)])
        downs[downs.index[period - 1]] = np.mean(downs[:period])
        downs = downs.drop(downs.index[:(period - 1)])
        rs = ups.ewm(com=period - 1, min_periods=0, adjust=False, ignore_na=False).mean() / \
             downs.ewm(com=period - 1, min_periods=0, adjust=False, ignore_na=False).mean()
        rsi = 100 - 100 / (1 + rs)

        stochrsi = (rsi - rsi.rolling(period).min()) / (rsi.rolling(period).max() - rsi.rolling(period).min())
        stochrsi_K = stochrsi.rolling(smoothK).mean()
        stochrsi_D = stochrsi_K.rolling(smoothD).mean()

        print('stoch_rsi_K: ', stochrsi_K.iloc[-1] * 100, ' percent')
        print('stoch_rsi_D: ', stochrsi_D.iloc[-1] * 100, ' percent')
        print('')
        time.sleep(1)
        return stochrsi_K, stochrsi_D
    #볼린저밴드
    def get_bollinger_bands(self):
        url = "https://api.upbit.com/v1/candles/minutes/1"
        querystring = {"market": self.target_coin, "count": "100"}
        response = requests.request("GET", url, params=querystring)
        data = response.json()
        df = pd.DataFrame(data)
        df = df['trade_price'].iloc[::-1]


        unit = 2

        band1 = unit * np.std(df[len(df) - 20:len(df)])

        bb_center = np.mean(df[len(df) - 20:len(df)])

        band_high = bb_center + band1
        band_low = bb_center - band1
        print('볼린저뱉드 상단: ', round(band_high, 2))
        print('볼린저뱉드 하단: ', round(band_low, 2))
        print('')
        time.sleep(1)
Beispiel #30
0
 def get_minutes_candle_2(self):
     upbit = Upbitpy()
     print(self.target_coin)
     df = pyupbit.get_ohlcv("KRW-BTC")
     print(df)
     return df