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pipi: | ||
pip install -r requirements.txt |
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import numpy as np | ||
import requests | ||
import time | ||
import hmac | ||
import hashlib | ||
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CHUNK = 50 | ||
DEPTH_LIMIT = 20 | ||
MAX_TRADE_BTC = 0.0005 | ||
CHECK_DELAY = 5.0 | ||
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from config import API_KEY, API_SECRET | ||
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API_KEY = '0D503841CA84E1790A1CF990A8C9846B' | ||
API_SECRET = '8f4db35fd1704ce638ddb95ecd34891a' | ||
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from urllib.parse import urlencode | ||
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class YobitAPI: | ||
def __init__(self, key, secret): | ||
self.api_key = key | ||
self.api_secret = secret | ||
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def yo_query(self, method, values): | ||
md_public = ['info', 'ticker', 'depth', 'trades'] | ||
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if method in md_public: | ||
url = 'https://yobit.net/api/3/' + method | ||
for k in values: | ||
if (k == 'currency') and (values[k] != ''): | ||
url += '/' + ','.join(values[k]) | ||
for k in values: | ||
if (k != 'currency') and (values[k] != ''): | ||
url += '?' + k + '=' + values[k] | ||
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req = requests.get(url) | ||
return req.json() | ||
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else: | ||
url = 'https://yobit.net/tapi' | ||
values['method'] = method | ||
values['nonce'] = str(int(time.time())) | ||
body = urlencode(values) | ||
signature = hmac.new(self.api_secret.encode('utf-8'), body.encode('utf-8'), hashlib.sha512).hexdigest() | ||
headers = { | ||
'Content-Type': 'application/x-www-form-urlencoded', | ||
'Key': self.api_key, | ||
'Sign': signature | ||
} | ||
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req = requests.post(url, data=values, headers=headers) | ||
return req.json() | ||
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def get_pairs(self): | ||
return self.yo_query('info', {})['pairs'].keys() | ||
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def get_trades(self, pairs): | ||
return self.yo_query('trades', {'currency': pairs, 'limit': 10}) | ||
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def get_depth(self, pairs): | ||
return self.yo_query('depth', {'currency': pairs, 'limit': 10}) | ||
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def get_trades_stat(self, trades, lookback_seconds=300): | ||
oldest_trade = trades[-1]['timestamp'] | ||
now = time.time() | ||
delta = lookback_seconds | ||
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bid_trades = [t for t in trades if t['type'] == 'bid'] | ||
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stat = { | ||
'buy_count': sum([1 for t in trades if t['type'] == 'bid']), | ||
'buy_volume': sum([t['amount'] for t in bid_trades]), | ||
'mean_volume': np.mean([t['amount'] for t in bid_trades]) if bid_trades else 0.0, | ||
'is_buy_recent': oldest_trade > now - delta, | ||
'sell_count': sum([1 for t in trades if t['type'] == 'ask']), | ||
} | ||
return stat | ||
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def open_trade(self, pair, buy_price, sell_price, volume): | ||
# buy order | ||
buy_params = { | ||
'pair': pair, | ||
'type': 'buy', | ||
'rate': buy_price, | ||
'amount': volume | ||
} | ||
buy_order = self.yo_query('Trade', buy_params) | ||
print('BUY: ') | ||
print(buy_order) | ||
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# sell order | ||
sell_params = { | ||
'pair': pair, | ||
'type': 'sell', | ||
'rate': sell_price, | ||
'amount': volume | ||
} | ||
sell_order = self.yo_query('Trade', sell_params) | ||
print('SELL: ') | ||
print(sell_order) | ||
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def check_pairs(yo): | ||
# get pairs | ||
pairs = yo.get_pairs() | ||
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# get trades | ||
for _pairs in [pairs[i:i + CHUNK] for i in range(0, len(pairs), CHUNK)]: | ||
trades = yo.get_trades(_pairs) | ||
depth = yo.get_depth(_pairs) | ||
for pair, _trades in trades.items(): | ||
stat = yo.get_trades_stat(_trades) | ||
if stat['buy_count'] == DEPTH_LIMIT and stat['is_buy_recent']: | ||
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ask_price = depth[pair]['asks'][0][0] | ||
ask_volume = depth[pair]['asks'][0][1] | ||
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next_ask_price = depth[pair]['asks'][1][0] | ||
next_ask_volume = depth[pair]['asks'][1][1] | ||
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if stat['mean_volume'] * 10 >= ask_volume and ask_volume < next_ask_volume: | ||
trade_volume = min(ask_volume, 1.0*MAX_TRADE_BTC/ask_price) | ||
if trade_volume: | ||
if '_btc' in pair: | ||
if ask_price*trade_volume <= MAX_TRADE_BTC: | ||
print('Open trade: ', pair, trade_volume, ask_price, next_ask_price) | ||
print('Pair: ', pair) | ||
print('Trade volume: ', trade_volume) | ||
print('Buy price: ', ask_price) | ||
print('Sell price: ', next_ask_price) | ||
print('Profit: ', (next_ask_price - ask_price)*trade_volume) | ||
print() | ||
yo.open_trade(pair, ask_price, next_ask_price, trade_volume) | ||
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if __name__ == "__main__": | ||
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yo = YobitAPI(API_KEY, API_SECRET) | ||
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while True: | ||
check_pairs(yo) | ||
time.sleep(CHECK_DELAY) |
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requests |