def main():
trading_pair = TradingPair(USD, BTC)
action = DynamicOrders(trading_pair)
exchange = CCXTExchange('bitmex', observation_pairs=[trading_pair],
timeframe='1m')
wallet = Wallet(exchange, .01 * BTC)
portfolio = Portfolio(USD, wallets=[wallet])
env = TradingEnvironment(portfolio, exchange, action, 'simple')
while True:
env.step(0)
env.render('human')
time.sleep(.02)
def main():
df = load_dataframe()
exchange = SimulatedExchange(df)
wallet_usd = Wallet(exchange, 0 * USD)
wallet_btc = Wallet(exchange, .01 * BTC)
portfolio = Portfolio(BTC, wallets=[wallet_usd, wallet_btc])
trading_pair = TradingPair(USD, BTC)
action = DynamicOrders(trading_pair)
env = TradingEnvironment(portfolio, exchange, action, 'simple',
window_size=20)
times = []
for _ in range(300):
action = 0
if random.random() > .9:
action = int(random.uniform(1, 20))
env.step(action)
t1 = time.time()
env.render('human')
times.append(time.time() - t1)
if len(times) > 120:
times.pop(0)
print(f'FPS: {1 / np.mean(times):.1f}', end='\r')
