def mock_trade_6(fee):
"""
Simulate prod entry with open sell order
"""
trade = Trade(
pair='LTC/BTC',
stake_amount=0.001,
amount=2.0,
amount_requested=2.0,
open_date=datetime.now(tz=timezone.utc) - timedelta(minutes=5),
fee_open=fee.return_value,
fee_close=fee.return_value,
is_open=True,
open_rate=0.15,
exchange='binance',
strategy='SampleStrategy',
buy_tag='TEST2',
open_order_id="prod_sell_6",
timeframe=5,
)
o = Order.parse_from_ccxt_object(mock_order_6(), 'LTC/BTC', 'buy')
trade.orders.append(o)
o = Order.parse_from_ccxt_object(mock_order_6_sell(), 'LTC/BTC', 'sell')
trade.orders.append(o)
return trade
def mock_trade_2(fee):
"""
Closed trade...
"""
trade = Trade(
pair='ETC/BTC',
stake_amount=0.001,
amount=123.0,
amount_requested=123.0,
fee_open=fee.return_value,
fee_close=fee.return_value,
open_rate=0.123,
close_rate=0.128,
close_profit=0.005,
close_profit_abs=0.000584127,
exchange='binance',
is_open=False,
open_order_id='dry_run_sell_12345',
strategy='StrategyTestV2',
timeframe=5,
buy_tag='TEST1',
sell_reason='sell_signal',
open_date=datetime.now(tz=timezone.utc) - timedelta(minutes=20),
close_date=datetime.now(tz=timezone.utc) - timedelta(minutes=2),
)
o = Order.parse_from_ccxt_object(mock_order_2(), 'ETC/BTC', 'buy')
trade.orders.append(o)
o = Order.parse_from_ccxt_object(mock_order_2_sell(), 'ETC/BTC', 'sell')
trade.orders.append(o)
return trade
def test_performance_handle(default_conf, ticker, limit_buy_order, fee,
limit_sell_order, mocker) -> None:
mocker.patch('freqtrade.rpc.telegram.Telegram', MagicMock())
mocker.patch.multiple(
'freqtrade.exchange.Exchange',
get_balances=MagicMock(return_value=ticker),
fetch_ticker=ticker,
get_fee=fee,
)
freqtradebot = get_patched_freqtradebot(mocker, default_conf)
patch_get_signal(freqtradebot)
rpc = RPC(freqtradebot)
# Create some test data
freqtradebot.enter_positions()
trade = Trade.query.first()
assert trade
# Simulate fulfilled LIMIT_BUY order for trade
oobj = Order.parse_from_ccxt_object(limit_buy_order, limit_buy_order['symbol'], 'buy')
trade.update_trade(oobj)
# Simulate fulfilled LIMIT_SELL order for trade
oobj = Order.parse_from_ccxt_object(limit_sell_order, limit_sell_order['symbol'], 'sell')
trade.update_trade(oobj)
trade.close_date = datetime.utcnow()
trade.is_open = False
res = rpc._rpc_performance()
assert len(res) == 1
assert res[0]['pair'] == 'ETH/BTC'
assert res[0]['count'] == 1
assert prec_satoshi(res[0]['profit_pct'], 6.2)
def mock_trade_5(fee):
"""
Simulate prod entry with stoploss
"""
trade = Trade(
pair='XRP/BTC',
stake_amount=0.001,
amount=123.0,
amount_requested=124.0,
fee_open=fee.return_value,
fee_close=fee.return_value,
open_date=datetime.now(tz=timezone.utc) - timedelta(minutes=12),
is_open=True,
open_rate=0.123,
exchange='binance',
strategy='SampleStrategy',
buy_tag='TEST1',
stoploss_order_id='prod_stoploss_3455',
timeframe=5,
)
o = Order.parse_from_ccxt_object(mock_order_5(), 'XRP/BTC', 'buy')
trade.orders.append(o)
o = Order.parse_from_ccxt_object(mock_order_5_stoploss(), 'XRP/BTC', 'stoploss')
trade.orders.append(o)
return trade
def mock_trade_usdt_7(fee):
"""
Simulate prod entry with open sell order
"""
trade = Trade(
pair='LTC/USDT',
stake_amount=20.0,
amount=2.0,
amount_requested=2.0,
open_date=datetime.now(tz=timezone.utc) - timedelta(minutes=20),
close_date=datetime.now(tz=timezone.utc) - timedelta(minutes=5),
fee_open=fee.return_value,
fee_close=fee.return_value,
is_open=False,
open_rate=10.0,
close_rate=8.0,
close_profit=-0.2,
close_profit_abs=-4.0,
exchange='binance',
strategy='SampleStrategy',
open_order_id="prod_sell_6",
timeframe=5,
)
o = Order.parse_from_ccxt_object(mock_order_usdt_7(), 'LTC/USDT', 'buy')
trade.orders.append(o)
o = Order.parse_from_ccxt_object(mock_order_usdt_7_sell(), 'LTC/USDT', 'sell')
trade.orders.append(o)
return trade
def mock_trade_3(fee):
"""
Closed trade
"""
trade = Trade(
pair='XRP/BTC',
stake_amount=0.001,
amount=123.0,
amount_requested=123.0,
fee_open=fee.return_value,
fee_close=fee.return_value,
open_rate=0.05,
close_rate=0.06,
close_profit=0.01,
close_profit_abs=0.000155,
exchange='binance',
is_open=False,
strategy='StrategyTestV2',
timeframe=5,
sell_reason='roi',
open_date=datetime.now(tz=timezone.utc) - timedelta(minutes=20),
close_date=datetime.now(tz=timezone.utc),
)
o = Order.parse_from_ccxt_object(mock_order_3(), 'XRP/BTC', 'buy')
trade.orders.append(o)
o = Order.parse_from_ccxt_object(mock_order_3_sell(), 'XRP/BTC', 'sell')
trade.orders.append(o)
return trade
def test_rpc_trade_statistics_closed(mocker, default_conf, ticker, fee,
ticker_sell_up, limit_buy_order,
limit_sell_order):
mocker.patch.multiple(
'freqtrade.rpc.fiat_convert.CoinGeckoAPI',
get_price=MagicMock(return_value={'bitcoin': {
'usd': 15000.0
}}),
)
mocker.patch(
'freqtrade.rpc.fiat_convert.CryptoToFiatConverter._find_price',
return_value=15000.0)
mocker.patch('freqtrade.rpc.telegram.Telegram', MagicMock())
mocker.patch.multiple(
'freqtrade.exchange.Exchange',
fetch_ticker=ticker,
get_fee=fee,
)
freqtradebot = get_patched_freqtradebot(mocker, default_conf)
patch_get_signal(freqtradebot)
stake_currency = default_conf['stake_currency']
fiat_display_currency = default_conf['fiat_display_currency']
rpc = RPC(freqtradebot)
# Create some test data
freqtradebot.enter_positions()
trade = Trade.query.first()
# Simulate fulfilled LIMIT_BUY order for trade
oobj = Order.parse_from_ccxt_object(limit_buy_order,
limit_buy_order['symbol'], 'buy')
trade.update_trade(oobj)
# Update the ticker with a market going up
mocker.patch.multiple('freqtrade.exchange.Exchange',
fetch_ticker=ticker_sell_up,
get_fee=fee)
oobj = Order.parse_from_ccxt_object(limit_sell_order,
limit_sell_order['symbol'], 'sell')
trade.update_trade(oobj)
trade.close_date = datetime.utcnow()
trade.is_open = False
for trade in Trade.query.order_by(Trade.id).all():
trade.open_rate = None
stats = rpc._rpc_trade_statistics(stake_currency, fiat_display_currency)
assert prec_satoshi(stats['profit_closed_coin'], 0)
assert prec_satoshi(stats['profit_closed_percent_mean'], 0)
assert prec_satoshi(stats['profit_closed_fiat'], 0)
assert prec_satoshi(stats['profit_all_coin'], 0)
assert prec_satoshi(stats['profit_all_percent_mean'], 0)
assert prec_satoshi(stats['profit_all_fiat'], 0)
assert stats['trade_count'] == 1
assert stats['first_trade_date'] == 'just now'
assert stats['latest_trade_date'] == 'just now'
assert stats['avg_duration'] == '0:00:00'
assert stats['best_pair'] == 'ETH/BTC'
assert prec_satoshi(stats['best_rate'], 6.2)
def test_rpc_daily_profit(default_conf, update, ticker, fee, limit_buy_order,
limit_sell_order, markets, mocker) -> None:
mocker.patch('freqtrade.rpc.telegram.Telegram', MagicMock())
mocker.patch.multiple('freqtrade.exchange.Exchange',
fetch_ticker=ticker,
get_fee=fee,
markets=PropertyMock(return_value=markets))
freqtradebot = get_patched_freqtradebot(mocker, default_conf)
patch_get_signal(freqtradebot)
stake_currency = default_conf['stake_currency']
fiat_display_currency = default_conf['fiat_display_currency']
rpc = RPC(freqtradebot)
rpc._fiat_converter = CryptoToFiatConverter()
# Create some test data
freqtradebot.enter_positions()
trade = Trade.query.first()
assert trade
# Simulate buy & sell
oobj = Order.parse_from_ccxt_object(limit_buy_order,
limit_buy_order['symbol'], 'buy')
trade.update_trade(oobj)
oobj = Order.parse_from_ccxt_object(limit_sell_order,
limit_sell_order['symbol'], 'sell')
trade.update_trade(oobj)
trade.close_date = datetime.utcnow()
trade.is_open = False
# Try valid data
update.message.text = '/daily 2'
days = rpc._rpc_daily_profit(7, stake_currency, fiat_display_currency)
assert len(days['data']) == 7
assert days['stake_currency'] == default_conf['stake_currency']
assert days['fiat_display_currency'] == default_conf[
'fiat_display_currency']
for day in days['data']:
# [datetime.date(2018, 1, 11), '0.00000000 BTC', '0.000 USD']
assert (day['abs_profit'] == 0.0 or day['abs_profit'] == 0.00006217)
assert (day['fiat_value'] == 0.0 or day['fiat_value'] == 0.76748865)
# ensure first day is current date
assert str(days['data'][0]['date']) == str(datetime.utcnow().date())
# Try invalid data
with pytest.raises(RPCException,
match=r'.*must be an integer greater than 0*'):
rpc._rpc_daily_profit(0, stake_currency, fiat_display_currency)
def mock_trade_5(fee):
"""
Simulate prod entry with stoploss
"""
trade = Trade(pair='XRP/BTC',
stake_amount=0.001,
amount=123.0,
amount_requested=124.0,
fee_open=fee.return_value,
fee_close=fee.return_value,
open_rate=0.123,
exchange='bittrex',
strategy='SampleStrategy',
stoploss_order_id='prod_stoploss_3455')
o = Order.parse_from_ccxt_object(mock_order_5(), 'XRP/BTC', 'buy')
trade.orders.append(o)
o = Order.parse_from_ccxt_object(mock_order_5_stoploss(), 'XRP/BTC',
'stoploss')
trade.orders.append(o)
return trade
def mock_trade_6(fee):
"""
Simulate prod entry with open sell order
"""
trade = Trade(
pair='LTC/BTC',
stake_amount=0.001,
amount=2.0,
amount_requested=2.0,
fee_open=fee.return_value,
fee_close=fee.return_value,
open_rate=0.15,
exchange='bittrex',
strategy='SampleStrategy',
open_order_id="prod_sell_6",
)
o = Order.parse_from_ccxt_object(mock_order_6(), 'LTC/BTC', 'buy')
trade.orders.append(o)
o = Order.parse_from_ccxt_object(mock_order_6_sell(), 'LTC/BTC', 'sell')
trade.orders.append(o)
return trade
def mock_trade_3(fee):
"""
Closed trade
"""
trade = Trade(
pair='XRP/BTC',
stake_amount=0.001,
amount=123.0,
fee_open=fee.return_value,
fee_close=fee.return_value,
open_rate=0.05,
close_rate=0.06,
close_profit=0.01,
exchange='bittrex',
is_open=False,
)
o = Order.parse_from_ccxt_object(mock_order_3(), 'XRP/BTC', 'buy')
trade.orders.append(o)
o = Order.parse_from_ccxt_object(mock_order_3_sell(), 'XRP/BTC', 'sell')
trade.orders.append(o)
return trade
def mock_trade_2(fee):
"""
Closed trade...
"""
trade = Trade(
pair='ETC/BTC',
stake_amount=0.001,
amount=123.0,
amount_requested=123.0,
fee_open=fee.return_value,
fee_close=fee.return_value,
open_rate=0.123,
close_rate=0.128,
close_profit=0.005,
exchange='bittrex',
is_open=False,
open_order_id='dry_run_sell_12345',
strategy='DefaultStrategy',
)
o = Order.parse_from_ccxt_object(mock_order_2(), 'ETC/BTC', 'buy')
trade.orders.append(o)
o = Order.parse_from_ccxt_object(mock_order_2_sell(), 'ETC/BTC', 'sell')
trade.orders.append(o)
return trade
def mock_trade_1(fee):
trade = Trade(
pair='ETH/BTC',
stake_amount=0.001,
amount=123.0,
amount_requested=123.0,
fee_open=fee.return_value,
fee_close=fee.return_value,
open_rate=0.123,
exchange='bittrex',
open_order_id='dry_run_buy_12345',
strategy='DefaultStrategy',
)
o = Order.parse_from_ccxt_object(mock_order_1(), 'ETH/BTC', 'buy')
trade.orders.append(o)
return trade
def mock_trade_1(fee):
trade = Trade(
pair='ETH/BTC',
stake_amount=0.001,
amount=123.0,
amount_requested=123.0,
fee_open=fee.return_value,
fee_close=fee.return_value,
is_open=True,
open_date=datetime.now(tz=timezone.utc) - timedelta(minutes=17),
open_rate=0.123,
exchange='binance',
open_order_id='dry_run_buy_12345',
strategy='StrategyTestV2',
timeframe=5,
)
o = Order.parse_from_ccxt_object(mock_order_1(), 'ETH/BTC', 'buy')
trade.orders.append(o)
return trade
def mock_trade_4(fee):
"""
Simulate prod entry
"""
trade = Trade(
pair='ETC/BTC',
stake_amount=0.001,
amount=123.0,
amount_requested=124.0,
fee_open=fee.return_value,
fee_close=fee.return_value,
open_rate=0.123,
exchange='bittrex',
open_order_id='prod_buy_12345',
strategy='DefaultStrategy',
timeframe=5,
)
o = Order.parse_from_ccxt_object(mock_order_4(), 'ETC/BTC', 'buy')
trade.orders.append(o)
return trade
def mock_trade_usdt_4(fee):
"""
Simulate prod entry
"""
trade = Trade(
pair='ETC/USDT',
stake_amount=20.0,
amount=10.0,
amount_requested=10.01,
fee_open=fee.return_value,
fee_close=fee.return_value,
open_date=datetime.now(tz=timezone.utc) - timedelta(minutes=14),
is_open=True,
open_rate=2.0,
exchange='binance',
open_order_id='prod_buy_12345',
strategy='StrategyTestV2',
timeframe=5,
)
o = Order.parse_from_ccxt_object(mock_order_usdt_4(), 'ETC/USDT', 'buy')
trade.orders.append(o)
return trade
def test_may_execute_exit_stoploss_on_exchange_multi(default_conf, ticker, fee,
limit_buy_order, mocker) -> None:
"""
Tests workflow of selling stoploss_on_exchange.
Sells
* first trade as stoploss
* 2nd trade is kept
* 3rd trade is sold via sell-signal
"""
default_conf['max_open_trades'] = 3
default_conf['exchange']['name'] = 'binance'
stoploss = {
'id': 123,
'info': {}
}
stoploss_order_open = {
"id": "123",
"timestamp": 1542707426845,
"datetime": "2018-11-20T09:50:26.845Z",
"lastTradeTimestamp": None,
"symbol": "BTC/USDT",
"type": "stop_loss_limit",
"side": "sell",
"price": 1.08801,
"amount": 90.99181074,
"cost": 0.0,
"average": 0.0,
"filled": 0.0,
"remaining": 0.0,
"status": "open",
"fee": None,
"trades": None
}
stoploss_order_closed = stoploss_order_open.copy()
stoploss_order_closed['status'] = 'closed'
stoploss_order_closed['filled'] = stoploss_order_closed['amount']
# Sell first trade based on stoploss, keep 2nd and 3rd trade open
stoploss_order_mock = MagicMock(
side_effect=[stoploss_order_closed, stoploss_order_open, stoploss_order_open])
# Sell 3rd trade (not called for the first trade)
should_sell_mock = MagicMock(side_effect=[
ExitCheckTuple(exit_type=ExitType.NONE),
ExitCheckTuple(exit_type=ExitType.EXIT_SIGNAL)]
)
cancel_order_mock = MagicMock()
mocker.patch('freqtrade.exchange.Binance.stoploss', stoploss)
mocker.patch.multiple(
'freqtrade.exchange.Exchange',
fetch_ticker=ticker,
get_fee=fee,
amount_to_precision=lambda s, x, y: y,
price_to_precision=lambda s, x, y: y,
fetch_stoploss_order=stoploss_order_mock,
cancel_stoploss_order_with_result=cancel_order_mock,
)
mocker.patch.multiple(
'freqtrade.freqtradebot.FreqtradeBot',
create_stoploss_order=MagicMock(return_value=True),
_notify_exit=MagicMock(),
)
mocker.patch("freqtrade.strategy.interface.IStrategy.should_exit", should_sell_mock)
wallets_mock = mocker.patch("freqtrade.wallets.Wallets.update", MagicMock())
mocker.patch("freqtrade.wallets.Wallets.get_free", MagicMock(return_value=1000))
freqtrade = get_patched_freqtradebot(mocker, default_conf)
freqtrade.strategy.order_types['stoploss_on_exchange'] = True
# Switch ordertype to market to close trade immediately
freqtrade.strategy.order_types['exit'] = 'market'
freqtrade.strategy.confirm_trade_entry = MagicMock(return_value=True)
freqtrade.strategy.confirm_trade_exit = MagicMock(return_value=True)
patch_get_signal(freqtrade)
# Create some test data
freqtrade.enter_positions()
assert freqtrade.strategy.confirm_trade_entry.call_count == 3
freqtrade.strategy.confirm_trade_entry.reset_mock()
assert freqtrade.strategy.confirm_trade_exit.call_count == 0
wallets_mock.reset_mock()
trades = Trade.query.all()
# Make sure stoploss-order is open and trade is bought (since we mock update_trade_state)
for trade in trades:
stoploss_order_closed['id'] = '3'
oobj = Order.parse_from_ccxt_object(stoploss_order_closed, trade.pair, 'stoploss')
trade.orders.append(oobj)
trade.stoploss_order_id = '3'
trade.open_order_id = None
n = freqtrade.exit_positions(trades)
assert n == 2
assert should_sell_mock.call_count == 2
assert freqtrade.strategy.confirm_trade_entry.call_count == 0
assert freqtrade.strategy.confirm_trade_exit.call_count == 1
freqtrade.strategy.confirm_trade_exit.reset_mock()
# Only order for 3rd trade needs to be cancelled
assert cancel_order_mock.call_count == 1
# Wallets must be updated between stoploss cancellation and selling, and will be updated again
# during update_trade_state
assert wallets_mock.call_count == 4
trade = trades[0]
assert trade.exit_reason == ExitType.STOPLOSS_ON_EXCHANGE.value
assert not trade.is_open
trade = trades[1]
assert not trade.exit_reason
assert trade.is_open
trade = trades[2]
assert trade.exit_reason == ExitType.EXIT_SIGNAL.value
assert not trade.is_open
def test_rpc_trade_statistics(default_conf, ticker, ticker_sell_up, fee,
limit_buy_order, limit_sell_order,
mocker) -> None:
mocker.patch.multiple(
'freqtrade.rpc.fiat_convert.CoinGeckoAPI',
get_price=MagicMock(return_value={'bitcoin': {
'usd': 15000.0
}}),
)
mocker.patch('freqtrade.rpc.rpc.CryptoToFiatConverter._find_price',
return_value=15000.0)
mocker.patch('freqtrade.rpc.telegram.Telegram', MagicMock())
mocker.patch.multiple(
'freqtrade.exchange.Exchange',
fetch_ticker=ticker,
get_fee=fee,
)
freqtradebot = get_patched_freqtradebot(mocker, default_conf)
patch_get_signal(freqtradebot)
stake_currency = default_conf['stake_currency']
fiat_display_currency = default_conf['fiat_display_currency']
rpc = RPC(freqtradebot)
rpc._fiat_converter = CryptoToFiatConverter()
res = rpc._rpc_trade_statistics(stake_currency, fiat_display_currency)
assert res['trade_count'] == 0
assert res['first_trade_date'] == ''
assert res['first_trade_timestamp'] == 0
assert res['latest_trade_date'] == ''
assert res['latest_trade_timestamp'] == 0
# Create some test data
freqtradebot.enter_positions()
trade = Trade.query.first()
# Simulate fulfilled LIMIT_BUY order for trade
oobj = Order.parse_from_ccxt_object(limit_buy_order,
limit_buy_order['symbol'], 'sell')
trade.update_trade(oobj)
# Update the ticker with a market going up
mocker.patch.multiple('freqtrade.exchange.Exchange',
fetch_ticker=ticker_sell_up)
oobj = Order.parse_from_ccxt_object(limit_sell_order,
limit_sell_order['symbol'], 'sell')
trade.update_trade(oobj)
trade.close_date = datetime.utcnow()
trade.is_open = False
freqtradebot.enter_positions()
trade = Trade.query.first()
# Simulate fulfilled LIMIT_BUY order for trade
oobj = Order.parse_from_ccxt_object(limit_buy_order,
limit_buy_order['symbol'], 'buy')
trade.update_trade(oobj)
# Update the ticker with a market going up
mocker.patch.multiple('freqtrade.exchange.Exchange',
fetch_ticker=ticker_sell_up)
oobj = Order.parse_from_ccxt_object(limit_sell_order,
limit_sell_order['symbol'], 'sell')
trade.update_trade(oobj)
trade.close_date = datetime.utcnow()
trade.is_open = False
stats = rpc._rpc_trade_statistics(stake_currency, fiat_display_currency)
assert prec_satoshi(stats['profit_closed_coin'], 6.217e-05)
assert prec_satoshi(stats['profit_closed_percent_mean'], 6.2)
assert prec_satoshi(stats['profit_closed_fiat'], 0.93255)
assert prec_satoshi(stats['profit_all_coin'], 5.802e-05)
assert prec_satoshi(stats['profit_all_percent_mean'], 2.89)
assert prec_satoshi(stats['profit_all_fiat'], 0.8703)
assert stats['trade_count'] == 2
assert stats['first_trade_date'] == 'just now'
assert stats['latest_trade_date'] == 'just now'
assert stats['avg_duration'] in ('0:00:00', '0:00:01', '0:00:02')
assert stats['best_pair'] == 'ETH/BTC'
assert prec_satoshi(stats['best_rate'], 6.2)
# Test non-available pair
mocker.patch(
'freqtrade.exchange.Exchange.get_rate',
MagicMock(side_effect=ExchangeError("Pair 'ETH/BTC' not available")))
stats = rpc._rpc_trade_statistics(stake_currency, fiat_display_currency)
assert stats['trade_count'] == 2
assert stats['first_trade_date'] == 'just now'
assert stats['latest_trade_date'] == 'just now'
assert stats['avg_duration'] in ('0:00:00', '0:00:01', '0:00:02')
assert stats['best_pair'] == 'ETH/BTC'
assert prec_satoshi(stats['best_rate'], 6.2)
assert isnan(stats['profit_all_coin'])
