def should_sell(trade: Trade, current_rate: float,
current_time: datetime) -> bool:
"""
Based an earlier trade and current price and configuration, decides whether bot should sell
:return True if bot should sell at current rate
"""
# todo: query model to see if more gains are possible
# get current profit
current_profit = trade.calc_profit(current_rate)
# check how much is available and determine if above dust trade
available = exchange.get_available_balance(get_quote_token(str(
trade.pair)))
satoshi = 1e-08
dust_trade_sat = 50000 * satoshi
trade_amount_btc = available * current_rate
if trade_amount_btc < dust_trade_sat:
logger.debug('Trade is DUST')
logger.debug('Threshold not reached. (cur_profit: %1.2f%%)',
current_profit * 100.0)
logger.debug('Current rate: {}'.format(current_rate))
return False
# determine if stoploss is hit
if 'stoploss' in _CONF and current_profit < float(_CONF['stoploss']):
logger.debug('Stop loss hit.')
return True
# check model (before minimal rois)
if analyzer.name == 'danml':
# check if ema-5 is greater than last minute to continue
# todo: also make sure previous is lower than current
if get_ema_signal(trade.pair, 1, exchange.get_name()):
if get_buy_signal(trade.pair, exchange.get_name(), analyzer):
logger.debug('Threshold not reached. (cur_profit: %1.2f%%)',
current_profit * 100.0)
logger.debug('Current rate: {}'.format(current_rate))
return False
# check minimal rois
for duration, threshold in sorted(_CONF['minimal_roi'].items()):
# Check if time matches and current rate is above threshold
time_diff = (current_time - trade.open_date).total_seconds() / 60
if time_diff > float(duration) and current_profit > threshold:
return True
logger.debug('Threshold not reached. (cur_profit: %1.2f%%)',
current_profit * 100.0)
logger.debug('Current rate: {}'.format(current_rate))
return False
def create_trade(stake_amount: float) -> Optional[Trade]:
"""
Checks the implemented trading indicator(s) for a randomly picked pair,
if one pair triggers the buy_signal a new trade record gets created
:param stake_amount: amount of btc to spend
"""
logger.info(
'Checking buy signals to create a new trade with stake_amount: %f ...',
stake_amount)
whitelist = copy.deepcopy(_CONF['exchange']['pair_whitelist'])
# Check if stake_amount is fulfilled
if exchange.get_balance(_CONF['stake_currency']) < stake_amount:
raise ValueError('stake amount is not fulfilled (currency={})'.format(
_CONF['stake_currency']))
# Remove currently opened and latest pairs from whitelist
for trade in Trade.query.filter(Trade.is_open.is_(True)).all():
if trade.pair in whitelist:
whitelist.remove(trade.pair)
logger.debug('Ignoring %s in pair whitelist', trade.pair)
if not whitelist:
raise ValueError('No pair in whitelist')
# Pick pair based on StochRSI buy signals
for _pair in whitelist:
if get_buy_signal(_pair):
pair = _pair
break
else:
return None
# Calculate amount and subtract fee
fee = exchange.get_fee()
buy_limit = get_target_bid(exchange.get_ticker(pair))
amount = (1 - fee) * stake_amount / buy_limit
order_id = exchange.buy(pair, buy_limit, amount)
# Create trade entity and return
message = '*{}:* Buying [{}]({}) with limit `{:.8f}`'.format(
exchange.get_name().upper(), pair.replace('_', '/'),
exchange.get_pair_detail_url(pair), buy_limit)
logger.info(message)
telegram.send_msg(message)
# Fee is applied twice because we make a LIMIT_BUY and LIMIT_SELL
return Trade(pair=pair,
stake_amount=stake_amount,
amount=amount,
fee=fee * 2,
open_rate=buy_limit,
open_date=datetime.utcnow(),
exchange=exchange.get_name().upper(),
open_order_id=order_id)
def test_get_name(default_conf, mocker):
mocker.patch('freqtrade.exchange.validate_pairs',
side_effect=lambda s: True)
default_conf['exchange']['name'] = 'bittrex'
init(default_conf)
assert get_name() == 'Bittrex'
def test_get_name(default_conf, mocker):
mocker.patch('freqtrade.exchange.validate_pairs',
side_effect=lambda s: True)
default_conf['exchange']['name'] = 'bittrex'
init(default_conf)
assert get_name() == 'Bittrex'
def refresh_whitelist(whitelist: Optional[List[str]] = None) -> None:
"""
Check wallet health and remove pair from whitelist if necessary
:param whitelist: a new whitelist (optional)
:return: None
"""
whitelist = whitelist or _CONF['exchange']['pair_whitelist']
sanitized_whitelist = []
health = exchange.get_wallet_health()
for status in health:
if exchange.get_name() == 'HitBTC':
pair = status['Currency']
else:
pair = '{}_{}'.format(_CONF['stake_currency'], status['Currency'])
if pair not in whitelist:
continue
if status['IsActive']:
sanitized_whitelist.append(pair)
else:
logger.info('Ignoring %s from whitelist (reason: %s).', pair,
status.get('Notice') or 'wallet is not active')
if _CONF['exchange']['pair_whitelist'] != sanitized_whitelist:
logger.debug('Using refreshed pair whitelist: %s ...',
sanitized_whitelist)
_CONF['exchange']['pair_whitelist'] = sanitized_whitelist
if analyzer.name == 'cryptoml':
analyzer.whitelist = sanitized_whitelist
analyzer.reset_buffer()
def test_exchange_misc(mocker):
api_mock = MagicMock()
mocker.patch('freqtrade.exchange._API', api_mock)
exchange.get_markets()
assert api_mock.get_markets.call_count == 1
exchange.get_market_summaries()
assert api_mock.get_market_summaries.call_count == 1
api_mock.name = 123
assert exchange.get_name() == 123
api_mock.fee = 456
assert exchange.get_fee() == 456
exchange.get_wallet_health()
assert api_mock.get_wallet_health.call_count == 1
def handle_trade(trade: Trade) -> bool:
"""
Sells the current pair if the threshold is reached and updates the trade record.
:return: True if trade has been sold, False otherwise
"""
if not trade.is_open:
raise ValueError('attempt to handle closed trade: {}'.format(trade))
logger.debug('Handling %s ...', trade)
# first determine if buy order that is still open
if trade.open_order_id:
order_info = exchange.get_order(trade.open_order_id)
order_type = order_info['type']
if order_type == 'LIMIT_BUY':
max_open_time = 10
current_time = datetime.utcnow()
amount_minutes_open = (current_time -
trade.open_date).total_seconds() / 60.
if amount_minutes_open > max_open_time:
health = exchange.get_wallet_health()
if exchange.get_name() == 'HitBTC':
token = trade.pair
else:
token = get_quote_token(trade.pair)
token_healthy = False
for status in health:
if status['Currency'] == token:
token_healthy = status['IsActive']
if token_healthy:
logger.debug('Cancelling %s ...', trade)
exchange.cancel_order(trade.open_order_id)
# trade.is_open = 0
# trade.open_order_id = None
Trade.session.delete(trade)
else:
logger.debug(
'Cancelling could not execute due to wallet heath for %s ...',
trade)
return False
current_rate = exchange.get_ticker(trade.pair)['bid'] # ask?
if current_rate is None:
return False
if should_sell(trade, current_rate, datetime.utcnow()):
execute_sell(trade, current_rate)
return True
return False
def execute_sell(trade: Trade, limit: float) -> None:
"""
Executes a limit sell for the given trade and limit
:param trade: Trade instance
:param limit: limit rate for the sell order
:return: None
"""
# check how much is available
available = exchange.get_available_balance(get_quote_token(str(
trade.pair)))
# Execute sell and update trade record
order_id = exchange.sell(str(trade.pair), limit, available) # trade.amount
trade.open_order_id = order_id
if available < trade.amount:
# cancel the rest
# todo: check if wallet is healthy before cancelling
health = exchange.get_wallet_health()
if exchange.get_name() == 'HitBTC':
token = trade.pair
else:
token = get_quote_token(trade.pair)
token_healthy = False
for status in health:
if status['Currency'] == token:
token_healthy = status['IsActive']
if token_healthy:
exchange.cancel_order(trade.id)
fmt_exp_profit = round(trade.calc_profit(limit) * 100, 2)
message = '*{}:* Selling [{}]({}) with limit `{:.8f} (profit: ~{:.2f}%)`'.format(
trade.exchange, trade.pair.replace('_', '/'),
exchange.get_pair_detail_url(trade.pair), limit, fmt_exp_profit)
logger.info(message)
telegram.send_msg(message)
def create_trade(self) -> bool:
"""
Checks the implemented trading indicator(s) for a randomly picked pair,
if one pair triggers the buy_signal a new trade record gets created
:param stake_amount: amount of btc to spend
:param interval: Ticker interval used for Analyze
:return: True if a trade object has been created and persisted, False otherwise
"""
stake_amount = self.config['stake_amount']
interval = self.analyze.get_ticker_interval()
logger.info(
'Checking buy signals to create a new trade with stake_amount: %f ...',
stake_amount)
whitelist = copy.deepcopy(self.config['exchange']['pair_whitelist'])
# Check if stake_amount is fulfilled
if exchange.get_balance(self.config['stake_currency']) < stake_amount:
raise DependencyException(
'stake amount is not fulfilled (currency={})'.format(
self.config['stake_currency']))
# Remove currently opened and latest pairs from whitelist
for trade in Trade.query.filter(Trade.is_open.is_(True)).all():
if trade.pair in whitelist:
whitelist.remove(trade.pair)
logger.debug('Ignoring %s in pair whitelist', trade.pair)
if not whitelist:
raise DependencyException('No currency pairs in whitelist')
# Pick pair based on StochRSI buy signals
for _pair in whitelist:
(buy, sell) = self.analyze.get_signal(_pair, interval)
if buy and not sell:
pair = _pair
break
else:
return False
# Calculate amount
buy_limit = self.get_target_bid(exchange.get_ticker(pair))
amount = stake_amount / buy_limit
order_id = exchange.buy(pair, buy_limit, amount)
stake_amount_fiat = self.fiat_converter.convert_amount(
stake_amount, self.config['stake_currency'],
self.config['fiat_display_currency'])
# Create trade entity and return
self.rpc.send_msg(
'*{}:* Buying [{}]({}) with limit `{:.8f} ({:.6f} {}, {:.3f} {})` '
.format(exchange.get_name().upper(), pair.replace('_', '/'),
exchange.get_pair_detail_url(pair), buy_limit,
stake_amount, self.config['stake_currency'],
stake_amount_fiat, self.config['fiat_display_currency']))
# Fee is applied twice because we make a LIMIT_BUY and LIMIT_SELL
trade = Trade(pair=pair,
stake_amount=stake_amount,
amount=amount,
fee=exchange.get_fee(),
open_rate=buy_limit,
open_date=datetime.utcnow(),
exchange=exchange.get_name().upper(),
open_order_id=order_id)
Trade.session.add(trade)
Trade.session.flush()
return True
def create_trade(stake_amount: float) -> bool:
"""
Checks the implemented trading indicator(s) for a randomly picked pair,
if one pair triggers the buy_signal a new trade record gets created
:param stake_amount: amount of btc to spend
:return: True if a trade object has been created and persisted, False otherwise
"""
logger.info(
'Checking buy signals to create a new trade with stake_amount: %f ...',
stake_amount
)
whitelist = copy.deepcopy(_CONF['exchange']['pair_whitelist'])
# Check if stake_amount is fulfilled
if exchange.get_balance(_CONF['stake_currency']) < stake_amount:
raise DependencyException(
'stake amount is not fulfilled (currency={})'.format(_CONF['stake_currency'])
)
# Remove currently opened and latest pairs from whitelist
for trade in Trade.query.filter(Trade.is_open.is_(True)).all():
if trade.pair in whitelist:
whitelist.remove(trade.pair)
logger.debug('Ignoring %s in pair whitelist', trade.pair)
if not whitelist:
raise DependencyException('No pair in whitelist')
# Pick pair based on StochRSI buy signals
for _pair in whitelist:
if get_signal(_pair, SignalType.BUY):
pair = _pair
break
else:
return False
# Calculate amount
buy_limit = get_target_bid(exchange.get_ticker(pair))
amount = stake_amount / buy_limit
order_id = exchange.buy(pair, buy_limit, amount)
fiat_converter = CryptoToFiatConverter()
stake_amount_fiat = fiat_converter.convert_amount(
stake_amount,
_CONF['stake_currency'],
_CONF['fiat_display_currency']
)
# Create trade entity and return
rpc.send_msg('*{}:* Buying [{}]({}) with limit `{:.8f} ({:.6f} {}, {:.3f} {})` '.format(
exchange.get_name().upper(),
pair.replace('_', '/'),
exchange.get_pair_detail_url(pair),
buy_limit, stake_amount, _CONF['stake_currency'],
stake_amount_fiat, _CONF['fiat_display_currency']
))
# Fee is applied twice because we make a LIMIT_BUY and LIMIT_SELL
trade = Trade(
pair=pair,
stake_amount=stake_amount,
amount=amount,
fee=exchange.get_fee(),
open_rate=buy_limit,
open_date=datetime.utcnow(),
exchange=exchange.get_name().upper(),
open_order_id=order_id
)
Trade.session.add(trade)
Trade.session.flush()
return True
def create_trade(stake_amount: float) -> Optional[Trade]:
"""
Checks the implemented trading indicator(s) for a randomly picked pair,
if one pair triggers the buy_signal a new trade record gets created
:param stake_amount: amount of btc to spend
"""
logger.info('Creating new trade with stake_amount: %f ...', stake_amount)
whitelist = copy.deepcopy(_CONF['exchange']['pair_whitelist'])
# Check if stake_amount is fulfilled
if exchange.get_balance(_CONF['stake_currency']) < stake_amount:
raise ValueError('stake amount is not fulfilled (currency={})'.format(
_CONF['stake_currency']))
# Remove currently opened and latest pairs from whitelist
for trade in Trade.query.filter(Trade.is_open.is_(True)).all():
if trade.pair in whitelist:
whitelist.remove(trade.pair)
logger.debug('Ignoring %s in pair whitelist', trade.pair)
# if not whitelist:
# raise ValueError('No pair in whitelist')
# Pick pair based on StochRSI buy signals
if analyzer.name == 'danml':
for _pair in whitelist:
if get_buy_signal(_pair, exchange.get_name(), analyzer):
pair = _pair
break
else:
return None
elif analyzer.name == 'cryptoml':
update = False
if datetime.utcnow().minute % 5 == 0:
update = True
pair = analyzer.get_buy_signal(whitelist,
update=update,
threshold=0.01,
repeats=3)
if pair is None:
return None
# Calculate amount and subtract fee
fee = exchange.get_fee()
buy_limit = get_target_bid(exchange.get_ticker(pair))
amount = (1 - fee) * stake_amount / buy_limit
health = exchange.get_wallet_health()
if exchange.get_name() == 'HitBTC':
token = pair
else:
token = get_quote_token(pair)
token_healthy = False
for status in health:
if status['Currency'] == token:
token_healthy = status['IsActive']
if token_healthy:
order_id = exchange.buy(pair, buy_limit, amount)
# Create trade entity and return
message = '*{}:* Buying [{}]({}) with limit `{:.8f}`'.format(
exchange.get_name().upper(), pair.replace('_', '/'),
exchange.get_pair_detail_url(pair), buy_limit)
logger.info(message)
telegram.send_msg(message)
# Fee is applied twice because we make a LIMIT_BUY and LIMIT_SELL
return Trade(
pair=pair,
stake_amount=stake_amount,
amount=amount,
fee=fee * 2.,
open_rate=buy_limit,
open_date=datetime.utcnow(),
exchange=exchange.get_name().upper(),
open_order_id=order_id,
# open_order_type='buy'
)
# ensure directory exists
base_path = os.path.join(os.path.expanduser('~'), 'freqtrade')
# get configuration
with open(os.path.join(base_path, 'config.json')) as file:
_CONF = json.load(file)
# initialize the exchange
exchange.init(_CONF)
# get ticker
data = exchange.get_ticker(pair='ETH_BTC')
print(data)
# get ticker history
df = exchange.get_ticker_history(pair='ETH_BTC', tick_interval=1)
print(pd.DataFrame(df))
# get markets
data = exchange.get_markets()
print(data)
# get name
print(exchange.get_name())
print(exchange.get_sleep_time())
print(exchange.get_fee())