stable/tests/test_integration.py

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from unittest.mock import MagicMock
import pytest
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from freqtrade.enums import ExitCheckTuple, ExitType
from freqtrade.persistence import Trade
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from freqtrade.persistence.models import Order
from freqtrade.rpc.rpc import RPC
from tests.conftest import get_patched_freqtradebot, patch_get_signal
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=[
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ExitCheckTuple(exit_type=ExitType.NONE),
ExitCheckTuple(exit_type=ExitType.SELL_SIGNAL)]
)
cancel_order_mock = MagicMock()
mocker.patch('freqtrade.exchange.Binance.stoploss', stoploss)
mocker.patch.multiple(
'freqtrade.exchange.Exchange',
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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,
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cancel_stoploss_order_with_result=cancel_order_mock,
)
mocker.patch.multiple(
'freqtrade.freqtradebot.FreqtradeBot',
create_stoploss_order=MagicMock(return_value=True),
_notify_exit=MagicMock(),
)
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mocker.patch("freqtrade.strategy.interface.IStrategy.should_exit", should_sell_mock)
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wallets_mock = mocker.patch("freqtrade.wallets.Wallets.update", MagicMock())
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mocker.patch("freqtrade.wallets.Wallets.get_free", MagicMock(return_value=1000))
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freqtrade = get_patched_freqtradebot(mocker, default_conf)
freqtrade.strategy.order_types['stoploss_on_exchange'] = True
# Switch ordertype to market to close trade immediately
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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:
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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
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# 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]
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assert trade.sell_reason == ExitType.STOPLOSS_ON_EXCHANGE.value
assert not trade.is_open
trade = trades[1]
assert not trade.sell_reason
assert trade.is_open
trade = trades[2]
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assert trade.sell_reason == ExitType.SELL_SIGNAL.value
assert not trade.is_open
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@pytest.mark.parametrize("balance_ratio,result1", [
(1, 200),
(0.99, 198),
])
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def test_forcebuy_last_unlimited(default_conf, ticker, fee, mocker, balance_ratio, result1) -> None:
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"""
Tests workflow unlimited stake-amount
Buy 4 trades, forcebuy a 5th trade
Sell one trade, calculated stake amount should now be lower than before since
one trade was sold at a loss.
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"""
default_conf['max_open_trades'] = 5
default_conf['forcebuy_enable'] = True
default_conf['stake_amount'] = 'unlimited'
default_conf['tradable_balance_ratio'] = balance_ratio
default_conf['dry_run_wallet'] = 1000
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default_conf['exchange']['name'] = 'binance'
default_conf['telegram']['enabled'] = True
mocker.patch('freqtrade.rpc.telegram.Telegram', MagicMock())
mocker.patch.multiple(
'freqtrade.exchange.Exchange',
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fetch_ticker=ticker,
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get_fee=fee,
amount_to_precision=lambda s, x, y: y,
price_to_precision=lambda s, x, y: y,
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)
mocker.patch.multiple(
'freqtrade.freqtradebot.FreqtradeBot',
create_stoploss_order=MagicMock(return_value=True),
_notify_exit=MagicMock(),
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)
should_sell_mock = MagicMock(side_effect=[
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ExitCheckTuple(exit_type=ExitType.NONE),
ExitCheckTuple(exit_type=ExitType.SELL_SIGNAL),
ExitCheckTuple(exit_type=ExitType.NONE),
ExitCheckTuple(exit_type=ExitType.NONE),
ExitCheckTuple(exit_type=ExitType.NONE)]
)
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mocker.patch("freqtrade.strategy.interface.IStrategy.should_exit", should_sell_mock)
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freqtrade = get_patched_freqtradebot(mocker, default_conf)
rpc = RPC(freqtrade)
freqtrade.strategy.order_types['stoploss_on_exchange'] = True
# Switch ordertype to market to close trade immediately
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freqtrade.strategy.order_types['exit'] = 'market'
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patch_get_signal(freqtrade)
# Create 4 trades
n = freqtrade.enter_positions()
assert n == 4
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trades = Trade.query.all()
assert len(trades) == 4
assert freqtrade.wallets.get_trade_stake_amount('XRP/BTC') == result1
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rpc._rpc_force_entry('TKN/BTC', None)
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trades = Trade.query.all()
assert len(trades) == 5
for trade in trades:
assert trade.stake_amount == result1
# Reset trade open order id's
trade.open_order_id = None
trades = Trade.get_open_trades()
assert len(trades) == 5
bals = freqtrade.wallets.get_all_balances()
n = freqtrade.exit_positions(trades)
assert n == 1
trades = Trade.get_open_trades()
# One trade sold
assert len(trades) == 4
# stake-amount should now be reduced, since one trade was sold at a loss.
assert freqtrade.wallets.get_trade_stake_amount('XRP/BTC') < result1
# Validate that balance of sold trade is not in dry-run balances anymore.
bals2 = freqtrade.wallets.get_all_balances()
assert bals != bals2
assert len(bals) == 6
assert len(bals2) == 5
assert 'LTC' in bals
assert 'LTC' not in bals2
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def test_dca_buying(default_conf_usdt, ticker_usdt, fee, mocker) -> None:
default_conf_usdt['position_adjustment_enable'] = True
freqtrade = get_patched_freqtradebot(mocker, default_conf_usdt)
mocker.patch.multiple(
'freqtrade.exchange.Exchange',
fetch_ticker=ticker_usdt,
get_fee=fee,
amount_to_precision=lambda s, x, y: y,
price_to_precision=lambda s, x, y: y,
)
patch_get_signal(freqtrade)
freqtrade.enter_positions()
assert len(Trade.get_trades().all()) == 1
trade = Trade.get_trades().first()
assert len(trade.orders) == 1
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assert pytest.approx(trade.stake_amount) == 60
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assert trade.open_rate == 2.0
# No adjustment
freqtrade.process()
trade = Trade.get_trades().first()
assert len(trade.orders) == 1
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assert pytest.approx(trade.stake_amount) == 60
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# Reduce bid amount
ticker_usdt_modif = ticker_usdt.return_value
ticker_usdt_modif['bid'] = ticker_usdt_modif['bid'] * 0.995
mocker.patch('freqtrade.exchange.Exchange.fetch_ticker', return_value=ticker_usdt_modif)
# additional buy order
freqtrade.process()
trade = Trade.get_trades().first()
assert len(trade.orders) == 2
for o in trade.orders:
assert o.status == "closed"
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assert trade.stake_amount == 120
# Open-rate averaged between 2.0 and 2.0 * 0.995
assert trade.open_rate < 2.0
assert trade.open_rate > 2.0 * 0.995
# No action - profit raised above 1% (the bar set in the strategy).
freqtrade.process()
trade = Trade.get_trades().first()
assert len(trade.orders) == 2
assert trade.stake_amount == 120
assert trade.orders[0].amount == 30
assert trade.orders[1].amount == 60 / ticker_usdt_modif['bid']
assert trade.amount == trade.orders[0].amount + trade.orders[1].amount
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assert trade.nr_of_successful_buys == 2
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assert trade.nr_of_successful_entries == 2
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# Sell
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patch_get_signal(freqtrade, enter_long=False, exit_long=True)
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freqtrade.process()
trade = Trade.get_trades().first()
assert trade.is_open is False
assert trade.orders[0].amount == 30
assert trade.orders[0].side == 'buy'
assert trade.orders[1].amount == 60 / ticker_usdt_modif['bid']
# Sold everything
assert trade.orders[-1].side == 'sell'
assert trade.orders[2].amount == trade.amount
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assert trade.nr_of_successful_buys == 2
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assert trade.nr_of_successful_entries == 2
def test_dca_short(default_conf_usdt, ticker_usdt, fee, mocker) -> None:
default_conf_usdt['position_adjustment_enable'] = True
freqtrade = get_patched_freqtradebot(mocker, default_conf_usdt)
mocker.patch.multiple(
'freqtrade.exchange.Exchange',
fetch_ticker=ticker_usdt,
get_fee=fee,
amount_to_precision=lambda s, x, y: y,
price_to_precision=lambda s, x, y: y,
)
patch_get_signal(freqtrade, enter_long=False, enter_short=True)
freqtrade.enter_positions()
assert len(Trade.get_trades().all()) == 1
trade = Trade.get_trades().first()
assert len(trade.orders) == 1
assert pytest.approx(trade.stake_amount) == 60
assert trade.open_rate == 2.02
# No adjustment
freqtrade.process()
trade = Trade.get_trades().first()
assert len(trade.orders) == 1
assert pytest.approx(trade.stake_amount) == 60
# Reduce bid amount
ticker_usdt_modif = ticker_usdt.return_value
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ticker_usdt_modif['ask'] = ticker_usdt_modif['ask'] * 1.004
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mocker.patch('freqtrade.exchange.Exchange.fetch_ticker', return_value=ticker_usdt_modif)
# additional buy order
freqtrade.process()
trade = Trade.get_trades().first()
assert len(trade.orders) == 2
for o in trade.orders:
assert o.status == "closed"
assert pytest.approx(trade.stake_amount) == 120
# Open-rate averaged between 2.0 and 2.0 * 1.015
assert trade.open_rate >= 2.02
assert trade.open_rate < 2.02 * 1.015
# No action - profit raised above 1% (the bar set in the strategy).
freqtrade.process()
trade = Trade.get_trades().first()
assert len(trade.orders) == 2
assert pytest.approx(trade.stake_amount) == 120
# assert trade.orders[0].amount == 30
assert trade.orders[1].amount == 60 / ticker_usdt_modif['ask']
assert trade.amount == trade.orders[0].amount + trade.orders[1].amount
assert trade.nr_of_successful_entries == 2
# Buy
patch_get_signal(freqtrade, enter_long=False, exit_short=True)
freqtrade.process()
trade = Trade.get_trades().first()
assert trade.is_open is False
# assert trade.orders[0].amount == 30
assert trade.orders[0].side == 'sell'
assert trade.orders[1].amount == 60 / ticker_usdt_modif['ask']
# Sold everything
assert trade.orders[-1].side == 'buy'
assert trade.orders[2].amount == trade.amount
assert trade.nr_of_successful_entries == 2
assert trade.nr_of_successful_exits == 1