[python][업비트] pyupbit 기본 함수

관련 포스팅: pyupbit와 talib을 이용한 코인 자동매매 프로그램

 

코인 거래소의 api는 확실히 증권사 api보다는 약 5만배 가량 사용하기가 편했다

 

이번 포스팅서는 코인 자동매매 프로그램을 구현하면서 사용했던 pyupbit의 함수들을 적고자 한다.

 

# 필요 라이브러리

######################################################################################

pyupbut (pip install pyupbit)

Name: pyupbit
Version: 0.2.21
Summary: python wrapper for Upbit API
Home-page: https://github.com/sharebook-kr/pyupbit
Author: Jonghun Yoo, Brayden Jo
Author-email: brayden.jo@outlook.com, jonghun.yoo@outlook.com, pyquant@outlook.com
License: UNKNOWN
Location: c:\users\home\anaconda3\envs\coin3\lib\site-packages
Requires: pandas, requests, pyjwt, websockets
Required-by:

######################################################################################

 

# 코드

import pyupbit

ticker list in krw exchange

ticker_list = pyupbit.get_tickers(fiat="KRW")
ticker_list

['KRW-BTC',
 'KRW-ETH',
 'KRW-NEO',
 'KRW-MTL',
 'KRW-LTC',
 'KRW-XRP',
 'KRW-ETC',
 'KRW-OMG',
 'KRW-SNT',
 'KRW-WAVES',
 'KRW-XEM',
 'KRW-QTUM',
 'KRW-LSK',
 'KRW-STEEM',
 'KRW-XLM',
 'KRW-ARDR',
 'KRW-ARK',
 'KRW-STORJ',
 'KRW-GRS',
 'KRW-REP',
 'KRW-ADA',
 'KRW-SBD',
 'KRW-POWR',
 'KRW-BTG',
 'KRW-ICX',
 'KRW-EOS',
 'KRW-TRX',
 'KRW-SC',
 'KRW-ONT',
 'KRW-ZIL',
 'KRW-POLY',
 'KRW-ZRX',
 'KRW-LOOM',
 'KRW-BCH',
 'KRW-BAT',
 'KRW-IOST',
 'KRW-RFR',
 'KRW-CVC',
 'KRW-IQ',
 'KRW-IOTA',
 'KRW-MFT',
 'KRW-ONG',
 'KRW-GAS',
 'KRW-UPP',
 'KRW-ELF',
 'KRW-KNC',
 'KRW-BSV',
 'KRW-THETA',
 'KRW-QKC',
 'KRW-BTT',
 'KRW-MOC',
 'KRW-ENJ',
 'KRW-TFUEL',
 'KRW-MANA',
 'KRW-ANKR',
 'KRW-AERGO',
 'KRW-ATOM',
 'KRW-TT',
 'KRW-CRE',
 'KRW-MBL',
 'KRW-WAXP',
 'KRW-HBAR',
 'KRW-MED',
 'KRW-MLK',
 'KRW-STPT',
 'KRW-ORBS',
 'KRW-VET',
 'KRW-CHZ',
 'KRW-STMX',
 'KRW-DKA',
 'KRW-HIVE',
 'KRW-KAVA',
 'KRW-AHT',
 'KRW-LINK',
 'KRW-XTZ',
 'KRW-BORA',
 'KRW-JST',
 'KRW-CRO',
 'KRW-TON',
 'KRW-SXP',
 'KRW-HUNT',
 'KRW-PLA',
 'KRW-DOT',
 'KRW-SRM',
 'KRW-MVL',
 'KRW-STRAX',
 'KRW-AQT',
 'KRW-GLM',
 'KRW-SSX',
 'KRW-META',
 'KRW-FCT2',
 'KRW-CBK',
 'KRW-SAND',
 'KRW-HUM',
 'KRW-DOGE',
 'KRW-STRK',
 'KRW-PUNDIX',
 'KRW-FLOW',
 'KRW-DAWN',
 'KRW-AXS',
 'KRW-STX',
 'KRW-XEC',
 'KRW-SOL',
 'KRW-MATIC',
 'KRW-NU',
 'KRW-AAVE',
 'KRW-1INCH',
 'KRW-ALGO']

krw-btc ohlcv data

btc_ohlcv = pyupbit.get_ohlcv('KRW-BTC', interval='day')
btc_ohlcv.info()

<class 'pandas.core.frame.DataFrame'>
DatetimeIndex: 200 entries, 2021-05-27 09:00:00 to 2021-12-12 09:00:00
Data columns (total 6 columns):
 #   Column  Non-Null Count  Dtype  
---  ------  --------------  -----  
 0   open    200 non-null    float64
 1   high    200 non-null    float64
 2   low     200 non-null    float64
 3   close   200 non-null    float64
 4   volume  200 non-null    float64
 5   value   200 non-null    float64
dtypes: float64(6)
memory usage: 10.9 KB

btc_ohlcv

 

connect account

ac_key = '발급받은 access key'
sc_key = '발급받은 scret key'

upbit = pyupbit.Upbit(ac_key, sc_key)

load balances

upbit.get_balances()

[{'currency': 'KRW',
  'balance': '32173.26928697',
  'locked': '0.0',
  'avg_buy_price': '0',
  'avg_buy_price_modified': True,
  'unit_currency': 'KRW'},
 {'currency': 'BTC',
  'balance': '0.00016406',
  'locked': '0.0',
  'avg_buy_price': '60951000',
  'avg_buy_price_modified': False,
  'unit_currency': 'KRW'},
 {'currency': 'EOS',
  'balance': '0.00000002',
  'locked': '0.0',
  'avg_buy_price': '3930',
  'avg_buy_price_modified': False,
  'unit_currency': 'KRW'},
 {'currency': 'ADA',
  'balance': '5.47945205',
  'locked': '0.0',
  'avg_buy_price': '1825',
  'avg_buy_price_modified': False,
  'unit_currency': 'KRW'},
 {'currency': 'VTHO',
  'balance': '1.39059119',
  'locked': '0.0',
  'avg_buy_price': '0',
  'avg_buy_price_modified': False,
  'unit_currency': 'KRW'},
 {'currency': 'TRX',
  'balance': '177.7812895',
  'locked': '0.0',
  'avg_buy_price': '112.4978',
  'avg_buy_price_modified': False,
  'unit_currency': 'KRW'}]

buy

symbol = 'KRW-BTC'
budget = 10000
buy_order = upbit.buy_market_order(symbol, budget)

buy_order

{'uuid': 'ccfa1987-048f-4ccd-b2d4-ca9f8290439d',
 'side': 'bid',
 'ord_type': 'price',
 'price': '10000.0',
 'state': 'wait',
 'market': 'KRW-BTC',
 'created_at': '2021-12-12T10:43:11+09:00',
 'volume': None,
 'remaining_volume': None,
 'reserved_fee': '5.0',
 'remaining_fee': '5.0',
 'paid_fee': '0.0',
 'locked': '10005.0',
 'executed_volume': '0.0',
 'trades_count': 0}

check order

upbit.get_order(buy_order['uuid'])

{'uuid': 'ccfa1987-048f-4ccd-b2d4-ca9f8290439d',
 'side': 'bid',
 'ord_type': 'price',
 'price': '10000.0',
 'state': 'cancel',
 'market': 'KRW-BTC',
 'created_at': '2021-12-12T10:43:11+09:00',
 'volume': None,
 'remaining_volume': None,
 'reserved_fee': '5.0',
 'remaining_fee': '0.000305135',
 'paid_fee': '4.999694865',
 'locked': '0.610575135',
 'executed_volume': '0.00016329',
 'trades_count': 1,
 'trades': [{'market': 'KRW-BTC',
   'uuid': 'befb77f3-b03f-447c-bf53-32a2d5ffa3c3',
   'price': '61237000.0',
   'volume': '0.00016329',
   'funds': '9999.38973',
   'created_at': '2021-12-12T10:43:11+09:00',
   'side': 'bid'}]}

sell

symbol = 'KRW-BTC'
volume = 0.00016329
sell_order = upbit.sell_market_order(symbol, volume)
sell_order

{'uuid': '609fdee4-389b-4853-b2b6-de5440bc1e78',
 'side': 'ask',
 'ord_type': 'market',
 'price': None,
 'state': 'wait',
 'market': 'KRW-BTC',
 'created_at': '2021-12-12T10:46:25+09:00',
 'volume': '0.00016329',
 'remaining_volume': '0.00016329',
 'reserved_fee': '0.0',
 'remaining_fee': '0.0',
 'paid_fee': '0.0',
 'locked': '0.00016329',
 'executed_volume': '0.0',
 'trades_count': 0}

check order

upbit.get_order(sell_order['uuid'])

{'uuid': '609fdee4-389b-4853-b2b6-de5440bc1e78',
 'side': 'ask',
 'ord_type': 'market',
 'price': None,
 'state': 'done',
 'market': 'KRW-BTC',
 'created_at': '2021-12-12T10:46:25+09:00',
 'volume': '0.00016329',
 'remaining_volume': '0.0',
 'reserved_fee': '0.0',
 'remaining_fee': '0.0',
 'paid_fee': '4.99912335',
 'locked': '0.0',
 'executed_volume': '0.00016329',
 'trades_count': 1,
 'trades': [{'market': 'KRW-BTC',
   'uuid': '20611e88-a4c0-44a5-9f1b-2c2abc781ae2',
   'price': '61230000.0',
   'volume': '0.00016329',
   'funds': '9998.2467',
   'created_at': '2021-12-12T10:46:25+09:00',
   'side': 'ask'}]}