#!/usr/bin/env python import logging import threading import time import traceback from datetime import datetime from json import JSONDecodeError from requests import ConnectionError from wrapt import synchronized from analyze import get_buy_signal logging.basicConfig(level=logging.DEBUG, format='%(asctime)s - %(name)s - %(levelname)s - %(message)s') logger = logging.getLogger(__name__) from persistence import Trade, Session from exchange import get_exchange_api from rpc.telegram import TelegramHandler from utils import get_conf __author__ = "gcarq" __copyright__ = "gcarq 2017" __license__ = "GPLv3" __version__ = "0.8.0" CONFIG = get_conf() api_wrapper = get_exchange_api(CONFIG) @synchronized def get_instance(recreate=False): """ Get the current instance of this thread. This is a singleton. :param recreate: Must be True if you want to start the instance :return: TradeThread instance """ global _instance, _should_stop if recreate and not _instance.is_alive(): logger.debug('Creating TradeThread instance') _should_stop = False _instance = TradeThread() return _instance def stop_instance(): global _should_stop _should_stop = True class TradeThread(threading.Thread): def run(self): """ Threaded main function :return: None """ try: TelegramHandler.send_msg('*Status:* `trader started`') logger.info('Trader started') while not _should_stop: try: self._process() except (ConnectionError, JSONDecodeError, ValueError) as error: msg = 'Got {} during _process()'.format(error.__class__.__name__) logger.exception(msg) finally: Session.flush() time.sleep(25) except (RuntimeError, JSONDecodeError) as e: TelegramHandler.send_msg('*Status:* Got RuntimeError: ```\n{}\n```'.format(traceback.format_exc())) logger.exception('RuntimeError. Stopping trader ...') finally: TelegramHandler.send_msg('*Status:* `Trader has stopped`') @staticmethod def _process(): """ Queries the persistence layer for open trades and handles them, otherwise a new trade is created. :return: None """ # Query trades from persistence layer trades = Trade.query.filter(Trade.is_open.is_(True)).all() if len(trades) < CONFIG['max_open_trades']: # Create entity and execute trade try: Session.add(create_trade(float(CONFIG['stake_amount']), api_wrapper.exchange)) except ValueError: logger.exception('ValueError during trade creation') for trade in trades: # Check if there is already an open order for this trade orders = api_wrapper.get_open_orders(trade.pair) orders = [o for o in orders if o['id'] == trade.open_order_id] if orders: msg = 'There exists an open order for {}: Order(total={}, remaining={}, type={}, id={})' \ .format( trade, round(orders[0]['amount'], 8), round(orders[0]['remaining'], 8), orders[0]['type'], orders[0]['id']) logger.info(msg) continue # Update state trade.open_order_id = None # Check if this trade can be marked as closed if close_trade_if_fulfilled(trade): logger.info('No open orders found and trade is fulfilled. Marking {} as closed ...'.format(trade)) continue # Check if we can sell our current pair handle_trade(trade) # Initial stopped TradeThread instance _instance = TradeThread() _should_stop = False def close_trade_if_fulfilled(trade): """ Checks if the trade is closable, and if so it is being closed. :param trade: Trade :return: True if trade has been closed else False """ # If we don't have an open order and the close rate is already set, # we can close this trade. if trade.close_profit and trade.close_date and trade.close_rate and not trade.open_order_id: trade.is_open = False Session.flush() return True return False def handle_trade(trade): """ Sells the current pair if the threshold is reached and updates the trade record. :return: None """ try: if not trade.is_open: raise ValueError('attempt to handle closed trade: {}'.format(trade)) logger.debug('Handling open trade {} ...'.format(trade)) # Get current rate current_rate = api_wrapper.get_ticker(trade.pair)['bid'] current_profit = 100 * ((current_rate - trade.open_rate) / trade.open_rate) # Get available balance currency = trade.pair.split('_')[1] balance = api_wrapper.get_balance(currency) for duration, threshold in sorted(CONFIG['minimal_roi'].items()): duration, threshold = float(duration), float(threshold) # Check if time matches and current rate is above threshold time_diff = (datetime.utcnow() - trade.open_date).total_seconds() / 60 if time_diff > duration and current_rate > (1 + threshold) * trade.open_rate: # Execute sell profit = trade.exec_sell_order(current_rate, balance) message = '*{}:* Selling [{}]({}) at rate `{:f} (profit: {}%)`'.format( trade.exchange.name, trade.pair.replace('_', '/'), api_wrapper.get_pair_detail_url(trade.pair), trade.close_rate, round(profit, 2) ) logger.info(message) TelegramHandler.send_msg(message) return else: logger.debug('Threshold not reached. (cur_profit: {}%)'.format(round(current_profit, 2))) except ValueError: logger.exception('Unable to handle open order') def create_trade(stake_amount: float, exchange): """ Creates a new trade record with a random pair :param stake_amount: amount of btc to spend :param exchange: exchange to use """ logger.info('Creating new trade with stake_amount: {} ...'.format(stake_amount)) whitelist = CONFIG[exchange.name.lower()]['pair_whitelist'] # Check if btc_amount is fulfilled if api_wrapper.get_balance(CONFIG['stake_currency']) < stake_amount: raise ValueError('stake amount is not fulfilled (currency={}'.format(CONFIG['stake_currency'])) # Remove currently opened and latest pairs from whitelist trades = Trade.query.filter(Trade.is_open.is_(True)).all() latest_trade = Trade.query.filter(Trade.is_open.is_(False)).order_by(Trade.id.desc()).first() if latest_trade: trades.append(latest_trade) for trade in trades: if trade.pair in whitelist: whitelist.remove(trade.pair) logger.debug('Ignoring {} in pair whitelist'.format(trade.pair)) if not whitelist: raise ValueError('No pair in whitelist') # Pick pair based on StochRSI buy signals for p in whitelist: if get_buy_signal(p): pair = p break else: raise ValueError('No buy signal from pairs: {}'.format(', '.join(whitelist))) open_rate = api_wrapper.get_ticker(pair)['ask'] amount = stake_amount / open_rate exchange = exchange order_id = api_wrapper.buy(pair, open_rate, amount) # Create trade entity and return message = '*{}:* Buying [{}]({}) at rate `{:f}`'.format( exchange.name, pair.replace('_', '/'), api_wrapper.get_pair_detail_url(pair), open_rate ) logger.info(message) TelegramHandler.send_msg(message) return Trade(pair=pair, btc_amount=stake_amount, open_rate=open_rate, amount=amount, exchange=exchange, open_order_id=order_id) if __name__ == '__main__': logger.info('Starting freqtrade {}'.format(__version__)) TelegramHandler.listen() while True: time.sleep(0.5)