# pragma pylint: disable=missing-docstring, C0103 import logging from datetime import datetime, timedelta, timezone from math import isclose from pathlib import Path from types import FunctionType from unittest.mock import MagicMock import arrow import pytest from sqlalchemy import create_engine, text from freqtrade import constants from freqtrade.enums import TradingMode from freqtrade.exceptions import DependencyException, OperationalException from freqtrade.persistence import LocalTrade, Order, Trade, clean_dry_run_db, init_db from freqtrade.persistence.migrations import get_last_sequence_ids, set_sequence_ids from tests.conftest import create_mock_trades, create_mock_trades_with_leverage, log_has, log_has_re spot, margin, futures = TradingMode.SPOT, TradingMode.MARGIN, TradingMode.FUTURES def test_init_create_session(default_conf): # Check if init create a session init_db(default_conf['db_url'], default_conf['dry_run']) assert hasattr(Trade, '_session') assert 'scoped_session' in type(Trade._session).__name__ def test_init_custom_db_url(default_conf, tmpdir): # Update path to a value other than default, but still in-memory filename = f"{tmpdir}/freqtrade2_test.sqlite" assert not Path(filename).is_file() default_conf.update({'db_url': f'sqlite:///{filename}'}) init_db(default_conf['db_url'], default_conf['dry_run']) assert Path(filename).is_file() r = Trade._session.execute(text("PRAGMA journal_mode")) assert r.first() == ('wal',) def test_init_invalid_db_url(): # Update path to a value other than default, but still in-memory with pytest.raises(OperationalException, match=r'.*no valid database URL*'): init_db('unknown:///some.url', True) with pytest.raises(OperationalException, match=r'Bad db-url.*For in-memory database, pl.*'): init_db('sqlite:///', True) def test_init_prod_db(default_conf, mocker): default_conf.update({'dry_run': False}) default_conf.update({'db_url': constants.DEFAULT_DB_PROD_URL}) create_engine_mock = mocker.patch('freqtrade.persistence.models.create_engine', MagicMock()) init_db(default_conf['db_url'], default_conf['dry_run']) assert create_engine_mock.call_count == 1 assert create_engine_mock.mock_calls[0][1][0] == 'sqlite:///tradesv3.sqlite' def test_init_dryrun_db(default_conf, tmpdir): filename = f"{tmpdir}/freqtrade2_prod.sqlite" assert not Path(filename).is_file() default_conf.update({ 'dry_run': True, 'db_url': f'sqlite:///{filename}' }) init_db(default_conf['db_url'], default_conf['dry_run']) assert Path(filename).is_file() @pytest.mark.parametrize('is_short', [False, True]) @pytest.mark.usefixtures("init_persistence") def test_enter_exit_side(fee, is_short): entry_side, exit_side = ("sell", "buy") if is_short else ("buy", "sell") trade = Trade( id=2, pair='ADA/USDT', stake_amount=0.001, open_rate=0.01, amount=5, is_open=True, open_date=arrow.utcnow().datetime, fee_open=fee.return_value, fee_close=fee.return_value, exchange='binance', is_short=is_short, leverage=2.0, trading_mode=margin ) assert trade.entry_side == entry_side assert trade.exit_side == exit_side assert trade.trade_direction == 'short' if is_short else 'long' @pytest.mark.usefixtures("init_persistence") def test_set_stop_loss_isolated_liq(fee): trade = Trade( id=2, pair='ADA/USDT', stake_amount=60.0, open_rate=2.0, amount=30.0, is_open=True, open_date=arrow.utcnow().datetime, fee_open=fee.return_value, fee_close=fee.return_value, exchange='binance', is_short=False, leverage=2.0, trading_mode=margin ) trade.set_isolated_liq(0.09) assert trade.liquidation_price == 0.09 assert trade.stop_loss is None assert trade.initial_stop_loss is None trade._set_stop_loss(0.1, (1.0/9.0)) assert trade.liquidation_price == 0.09 assert trade.stop_loss == 0.1 assert trade.initial_stop_loss == 0.1 trade.set_isolated_liq(0.08) assert trade.liquidation_price == 0.08 assert trade.stop_loss == 0.1 assert trade.initial_stop_loss == 0.1 trade.set_isolated_liq(0.11) trade._set_stop_loss(0.1, 0) assert trade.liquidation_price == 0.11 assert trade.stop_loss == 0.11 assert trade.initial_stop_loss == 0.1 # lower stop doesn't move stoploss trade._set_stop_loss(0.1, 0) assert trade.liquidation_price == 0.11 assert trade.stop_loss == 0.11 assert trade.initial_stop_loss == 0.1 trade.stop_loss = None trade.liquidation_price = None trade.initial_stop_loss = None trade._set_stop_loss(0.07, 0) assert trade.liquidation_price is None assert trade.stop_loss == 0.07 assert trade.initial_stop_loss == 0.07 trade.is_short = True trade.recalc_open_trade_value() trade.stop_loss = None trade.initial_stop_loss = None trade.set_isolated_liq(0.09) assert trade.liquidation_price == 0.09 assert trade.stop_loss is None assert trade.initial_stop_loss is None trade._set_stop_loss(0.08, (1.0/9.0)) assert trade.liquidation_price == 0.09 assert trade.stop_loss == 0.08 assert trade.initial_stop_loss == 0.08 trade.set_isolated_liq(0.1) assert trade.liquidation_price == 0.1 assert trade.stop_loss == 0.08 assert trade.initial_stop_loss == 0.08 trade.set_isolated_liq(0.07) trade._set_stop_loss(0.1, (1.0/8.0)) assert trade.liquidation_price == 0.07 assert trade.stop_loss == 0.07 assert trade.initial_stop_loss == 0.08 # Stop doesn't move stop higher trade._set_stop_loss(0.1, (1.0/9.0)) assert trade.liquidation_price == 0.07 assert trade.stop_loss == 0.07 assert trade.initial_stop_loss == 0.08 @pytest.mark.parametrize('exchange,is_short,lev,minutes,rate,interest,trading_mode', [ ("binance", False, 3, 10, 0.0005, round(0.0008333333333333334, 8), margin), ("binance", True, 3, 10, 0.0005, 0.000625, margin), ("binance", False, 3, 295, 0.0005, round(0.004166666666666667, 8), margin), ("binance", True, 3, 295, 0.0005, round(0.0031249999999999997, 8), margin), ("binance", False, 3, 295, 0.00025, round(0.0020833333333333333, 8), margin), ("binance", True, 3, 295, 0.00025, round(0.0015624999999999999, 8), margin), ("binance", False, 5, 295, 0.0005, 0.005, margin), ("binance", True, 5, 295, 0.0005, round(0.0031249999999999997, 8), margin), ("binance", False, 1, 295, 0.0005, 0.0, spot), ("binance", True, 1, 295, 0.0005, 0.003125, margin), ("binance", False, 3, 10, 0.0005, 0.0, futures), ("binance", True, 3, 295, 0.0005, 0.0, futures), ("binance", False, 5, 295, 0.0005, 0.0, futures), ("binance", True, 5, 295, 0.0005, 0.0, futures), ("binance", False, 1, 295, 0.0005, 0.0, futures), ("binance", True, 1, 295, 0.0005, 0.0, futures), ("kraken", False, 3, 10, 0.0005, 0.040, margin), ("kraken", True, 3, 10, 0.0005, 0.030, margin), ("kraken", False, 3, 295, 0.0005, 0.06, margin), ("kraken", True, 3, 295, 0.0005, 0.045, margin), ("kraken", False, 3, 295, 0.00025, 0.03, margin), ("kraken", True, 3, 295, 0.00025, 0.0225, margin), ("kraken", False, 5, 295, 0.0005, round(0.07200000000000001, 8), margin), ("kraken", True, 5, 295, 0.0005, 0.045, margin), ("kraken", False, 1, 295, 0.0005, 0.0, spot), ("kraken", True, 1, 295, 0.0005, 0.045, margin), ]) @pytest.mark.usefixtures("init_persistence") def test_interest(fee, exchange, is_short, lev, minutes, rate, interest, trading_mode): """ 10min, 5hr limit trade on Binance/Kraken at 3x,5x leverage fee: 0.25 % quote interest_rate: 0.05 % per 4 hrs open_rate: 2.00 quote close_rate: 2.20 quote amount: = 30.0 crypto stake_amount 3x, -3x: 20.0 quote 5x, -5x: 12.0 quote borrowed 10min 3x: 40 quote -3x: 30 crypto 5x: 48 quote -5x: 30 crypto 1x: 0 -1x: 30 crypto hours: 1/6 (10 minutes) time-periods: 10min kraken: (1 + 1) 4hr_periods = 2 4hr_periods binance: 1/24 24hr_periods 4.95hr kraken: ceil(1 + 4.95/4) 4hr_periods = 3 4hr_periods binance: ceil(4.95)/24 24hr_periods = 5/24 24hr_periods interest: borrowed * interest_rate * time-periods 10min binance 3x: 40 * 0.0005 * 1/24 = 0.0008333333333333334 quote kraken 3x: 40 * 0.0005 * 2 = 0.040 quote binace -3x: 30 * 0.0005 * 1/24 = 0.000625 crypto kraken -3x: 30 * 0.0005 * 2 = 0.030 crypto 5hr binance 3x: 40 * 0.0005 * 5/24 = 0.004166666666666667 quote kraken 3x: 40 * 0.0005 * 3 = 0.06 quote binace -3x: 30 * 0.0005 * 5/24 = 0.0031249999999999997 crypto kraken -3x: 30 * 0.0005 * 3 = 0.045 crypto 0.00025 interest binance 3x: 40 * 0.00025 * 5/24 = 0.0020833333333333333 quote kraken 3x: 40 * 0.00025 * 3 = 0.03 quote binace -3x: 30 * 0.00025 * 5/24 = 0.0015624999999999999 crypto kraken -3x: 30 * 0.00025 * 3 = 0.0225 crypto 5x leverage, 0.0005 interest, 5hr binance 5x: 48 * 0.0005 * 5/24 = 0.005 quote kraken 5x: 48 * 0.0005 * 3 = 0.07200000000000001 quote binace -5x: 30 * 0.0005 * 5/24 = 0.0031249999999999997 crypto kraken -5x: 30 * 0.0005 * 3 = 0.045 crypto 1x leverage, 0.0005 interest, 5hr binance,kraken 1x: 0.0 quote binace -1x: 30 * 0.0005 * 5/24 = 0.003125 crypto kraken -1x: 30 * 0.0005 * 3 = 0.045 crypto """ trade = Trade( pair='ADA/USDT', stake_amount=20.0, amount=30.0, open_rate=2.0, open_date=datetime.utcnow() - timedelta(minutes=minutes), fee_open=fee.return_value, fee_close=fee.return_value, exchange=exchange, leverage=lev, interest_rate=rate, is_short=is_short, trading_mode=trading_mode ) assert round(float(trade.calculate_interest()), 8) == interest @pytest.mark.parametrize('is_short,lev,borrowed,trading_mode', [ (False, 1.0, 0.0, spot), (True, 1.0, 30.0, margin), (False, 3.0, 40.0, margin), (True, 3.0, 30.0, margin), ]) @pytest.mark.usefixtures("init_persistence") def test_borrowed(limit_buy_order_usdt, limit_sell_order_usdt, fee, caplog, is_short, lev, borrowed, trading_mode): """ 10 minute limit trade on Binance/Kraken at 1x, 3x leverage fee: 0.25% quote interest_rate: 0.05% per 4 hrs open_rate: 2.00 quote close_rate: 2.20 quote amount: = 30.0 crypto stake_amount 1x,-1x: 60.0 quote 3x,-3x: 20.0 quote borrowed 1x: 0 quote 3x: 40 quote -1x: 30 crypto -3x: 30 crypto hours: 1/6 (10 minutes) time-periods: kraken: (1 + 1) 4hr_periods = 2 4hr_periods binance: 1/24 24hr_periods interest: borrowed * interest_rate * time-periods 1x : / binance 3x: 40 * 0.0005 * 1/24 = 0.0008333333333333334 quote kraken 3x: 40 * 0.0005 * 2 = 0.040 quote binace -1x,-3x: 30 * 0.0005 * 1/24 = 0.000625 crypto kraken -1x,-3x: 30 * 0.0005 * 2 = 0.030 crypto open_value: (amount * open_rate) ± (amount * open_rate * fee) 1x, 3x: 30 * 2 + 30 * 2 * 0.0025 = 60.15 quote -1x,-3x: 30 * 2 - 30 * 2 * 0.0025 = 59.850 quote amount_closed: 1x, 3x : amount -1x, -3x : amount + interest binance -1x,-3x: 30 + 0.000625 = 30.000625 crypto kraken -1x,-3x: 30 + 0.03 = 30.03 crypto close_value: 1x, 3x: (amount_closed * close_rate) - (amount_closed * close_rate * fee) - interest -1x,-3x: (amount_closed * close_rate) + (amount_closed * close_rate * fee) binance,kraken 1x: (30.00 * 2.20) - (30.00 * 2.20 * 0.0025) = 65.835 binance 3x: (30.00 * 2.20) - (30.00 * 2.20 * 0.0025) - 0.00083333 = 65.83416667 kraken 3x: (30.00 * 2.20) - (30.00 * 2.20 * 0.0025) - 0.040 = 65.795 binance -1x,-3x: (30.000625 * 2.20) + (30.000625 * 2.20 * 0.0025) = 66.16637843750001 kraken -1x,-3x: (30.03 * 2.20) + (30.03 * 2.20 * 0.0025) = 66.231165 total_profit: 1x, 3x : close_value - open_value -1x,-3x: open_value - close_value binance,kraken 1x: 65.835 - 60.15 = 5.685 binance 3x: 65.83416667 - 60.15 = 5.684166670000003 kraken 3x: 65.795 - 60.15 = 5.645 binance -1x,-3x: 59.850 - 66.16637843750001 = -6.316378437500013 kraken -1x,-3x: 59.850 - 66.231165 = -6.381165 total_profit_ratio: 1x, 3x : ((close_value/open_value) - 1) * leverage -1x,-3x: (1 - (close_value/open_value)) * leverage binance 1x: ((65.835 / 60.15) - 1) * 1 = 0.0945137157107232 binance 3x: ((65.83416667 / 60.15) - 1) * 3 = 0.2834995845386534 kraken 1x: ((65.835 / 60.15) - 1) * 1 = 0.0945137157107232 kraken 3x: ((65.795 / 60.15) - 1) * 3 = 0.2815461346633419 binance -1x: (1-(66.1663784375 / 59.85)) * 1 = -0.1055368159983292 binance -3x: (1-(66.1663784375 / 59.85)) * 3 = -0.3166104479949876 kraken -1x: (1-(66.2311650 / 59.85)) * 1 = -0.106619298245614 kraken -3x: (1-(66.2311650 / 59.85)) * 3 = -0.319857894736842 """ trade = Trade( id=2, pair='ADA/USDT', stake_amount=60.0, open_rate=2.0, amount=30.0, is_open=True, open_date=arrow.utcnow().datetime, fee_open=fee.return_value, fee_close=fee.return_value, exchange='binance', is_short=is_short, leverage=lev, trading_mode=trading_mode ) assert trade.borrowed == borrowed @pytest.mark.parametrize('is_short,open_rate,close_rate,lev,profit,trading_mode', [ (False, 2.0, 2.2, 1.0, 0.09451372, spot), (True, 2.2, 2.0, 3.0, 0.25894253, margin), ]) @pytest.mark.usefixtures("init_persistence") def test_update_limit_order(fee, caplog, limit_buy_order_usdt, limit_sell_order_usdt, time_machine, is_short, open_rate, close_rate, lev, profit, trading_mode): """ 10 minute limit trade on Binance/Kraken at 1x, 3x leverage fee: 0.25% quote interest_rate: 0.05% per 4 hrs open_rate: 2.00 quote close_rate: 2.20 quote amount: = 30.0 crypto stake_amount 1x,-1x: 60.0 quote 3x,-3x: 20.0 quote borrowed 1x: 0 quote 3x: 40 quote -1x: 30 crypto -3x: 30 crypto hours: 1/6 (10 minutes) time-periods: kraken: (1 + 1) 4hr_periods = 2 4hr_periods binance: 1/24 24hr_periods interest: borrowed * interest_rate * time-periods 1x : / binance 3x: 40 * 0.0005 * 1/24 = 0.0008333333333333334 quote kraken 3x: 40 * 0.0005 * 2 = 0.040 quote binace -1x,-3x: 30 * 0.0005 * 1/24 = 0.000625 crypto kraken -1x,-3x: 30 * 0.0005 * 2 = 0.030 crypto open_value: (amount * open_rate) ± (amount * open_rate * fee) 1x, 3x: 30 * 2 + 30 * 2 * 0.0025 = 60.15 quote -1x,-3x: 30 * 2 - 30 * 2 * 0.0025 = 59.850 quote amount_closed: 1x, 3x : amount -1x, -3x : amount + interest binance -1x,-3x: 30 + 0.000625 = 30.000625 crypto kraken -1x,-3x: 30 + 0.03 = 30.03 crypto close_value: 1x, 3x: (amount_closed * close_rate) - (amount_closed * close_rate * fee) - interest -1x,-3x: (amount_closed * close_rate) + (amount_closed * close_rate * fee) binance,kraken 1x: (30.00 * 2.20) - (30.00 * 2.20 * 0.0025) = 65.835 binance 3x: (30.00 * 2.20) - (30.00 * 2.20 * 0.0025) - 0.00083333 = 65.83416667 kraken 3x: (30.00 * 2.20) - (30.00 * 2.20 * 0.0025) - 0.040 = 65.795 binance -1x,-3x: (30.000625 * 2.20) + (30.000625 * 2.20 * 0.0025) = 66.16637843750001 kraken -1x,-3x: (30.03 * 2.20) + (30.03 * 2.20 * 0.0025) = 66.231165 total_profit: 1x, 3x : close_value - open_value -1x,-3x: open_value - close_value binance,kraken 1x: 65.835 - 60.15 = 5.685 binance 3x: 65.83416667 - 60.15 = 5.684166670000003 kraken 3x: 65.795 - 60.15 = 5.645 binance -1x,-3x: 59.850 - 66.16637843750001 = -6.316378437500013 kraken -1x,-3x: 59.850 - 66.231165 = -6.381165 total_profit_ratio: 1x, 3x : ((close_value/open_value) - 1) * leverage -1x,-3x: (1 - (close_value/open_value)) * leverage binance 1x: ((65.835 / 60.15) - 1) * 1 = 0.0945137157107232 binance 3x: ((65.83416667 / 60.15) - 1) * 3 = 0.2834995845386534 kraken 1x: ((65.835 / 60.15) - 1) * 1 = 0.0945137157107232 kraken 3x: ((65.795 / 60.15) - 1) * 3 = 0.2815461346633419 binance -1x: (1-(66.1663784375 / 59.85)) * 1 = -0.1055368159983292 binance -3x: (1-(66.1663784375 / 59.85)) * 3 = -0.3166104479949876 kraken -1x: (1-(66.2311650 / 59.85)) * 1 = -0.106619298245614 kraken -3x: (1-(66.2311650 / 59.85)) * 3 = -0.319857894736842 open_rate: 2.2, close_rate: 2.0, -3x, binance, short open_value: 30 * 2.2 - 30 * 2.2 * 0.0025 = 65.835 quote amount_closed: 30 + 0.000625 = 30.000625 crypto close_value: (30.000625 * 2.0) + (30.000625 * 2.0 * 0.0025) = 60.151253125 total_profit: 65.835 - 60.151253125 = 5.683746874999997 total_profit_ratio: (1-(60.151253125/65.835)) * 3 = 0.2589996297562085 """ time_machine.move_to("2022-03-31 20:45:00 +00:00") enter_order = limit_sell_order_usdt if is_short else limit_buy_order_usdt exit_order = limit_buy_order_usdt if is_short else limit_sell_order_usdt entry_side, exit_side = ("sell", "buy") if is_short else ("buy", "sell") trade = Trade( id=2, pair='ADA/USDT', stake_amount=60.0, open_rate=open_rate, amount=30.0, is_open=True, open_date=arrow.utcnow().datetime, fee_open=fee.return_value, fee_close=fee.return_value, exchange='binance', is_short=is_short, interest_rate=0.0005, leverage=lev, trading_mode=trading_mode ) assert trade.open_order_id is None assert trade.close_profit is None assert trade.close_date is None trade.open_order_id = 'something' oobj = Order.parse_from_ccxt_object(enter_order, 'ADA/USDT', entry_side) trade.update_trade(oobj) assert trade.open_order_id is None assert trade.open_rate == open_rate assert trade.close_profit is None assert trade.close_date is None assert log_has_re(f"LIMIT_{entry_side.upper()} has been fulfilled for " r"Trade\(id=2, pair=ADA/USDT, amount=30.00000000, " f"is_short={is_short}, leverage={lev}, open_rate={open_rate}0000000, " r"open_since=.*\).", caplog) caplog.clear() trade.open_order_id = 'something' time_machine.move_to("2022-03-31 21:45:05 +00:00") oobj = Order.parse_from_ccxt_object(exit_order, 'ADA/USDT', exit_side) trade.update_trade(oobj) assert trade.open_order_id is None assert trade.close_rate == close_rate assert trade.close_profit == profit assert trade.close_date is not None assert log_has_re(f"LIMIT_{exit_side.upper()} has been fulfilled for " r"Trade\(id=2, pair=ADA/USDT, amount=30.00000000, " f"is_short={is_short}, leverage={lev}, open_rate={open_rate}0000000, " r"open_since=.*\).", caplog) caplog.clear() @pytest.mark.usefixtures("init_persistence") def test_update_market_order(market_buy_order_usdt, market_sell_order_usdt, fee, caplog): trade = Trade( id=1, pair='ADA/USDT', stake_amount=60.0, open_rate=2.0, amount=30.0, is_open=True, fee_open=fee.return_value, fee_close=fee.return_value, open_date=arrow.utcnow().datetime, exchange='binance', trading_mode=margin, leverage=1.0, ) trade.open_order_id = 'something' oobj = Order.parse_from_ccxt_object(market_buy_order_usdt, 'ADA/USDT', 'buy') trade.update_trade(oobj) assert trade.open_order_id is None assert trade.open_rate == 2.0 assert trade.close_profit is None assert trade.close_date is None assert log_has_re(r"MARKET_BUY has been fulfilled for Trade\(id=1, " r"pair=ADA/USDT, amount=30.00000000, is_short=False, leverage=1.0, " r"open_rate=2.00000000, open_since=.*\).", caplog) caplog.clear() trade.is_open = True trade.open_order_id = 'something' oobj = Order.parse_from_ccxt_object(market_sell_order_usdt, 'ADA/USDT', 'sell') trade.update_trade(oobj) assert trade.open_order_id is None assert trade.close_rate == 2.2 assert trade.close_profit == round(0.0945137157107232, 8) assert trade.close_date is not None assert log_has_re(r"MARKET_SELL has been fulfilled for Trade\(id=1, " r"pair=ADA/USDT, amount=30.00000000, is_short=False, leverage=1.0, " r"open_rate=2.00000000, open_since=.*\).", caplog) @pytest.mark.parametrize( 'exchange,is_short,lev,open_value,close_value,profit,profit_ratio,trading_mode,funding_fees', [ ("binance", False, 1, 60.15, 65.835, 5.685, 0.09451371, spot, 0.0), ("binance", True, 1, 59.850, 66.1663784375, -6.3163784375, -0.1055368, margin, 0.0), ("binance", False, 3, 60.15, 65.83416667, 5.68416667, 0.28349958, margin, 0.0), ("binance", True, 3, 59.85, 66.1663784375, -6.3163784375, -0.31661044, margin, 0.0), ("kraken", False, 1, 60.15, 65.835, 5.685, 0.09451371, spot, 0.0), ("kraken", True, 1, 59.850, 66.231165, -6.381165, -0.1066192, margin, 0.0), ("kraken", False, 3, 60.15, 65.795, 5.645, 0.28154613, margin, 0.0), ("kraken", True, 3, 59.850, 66.231165, -6.381165, -0.3198578, margin, 0.0), ("binance", False, 1, 60.15, 65.835, 5.685, 0.09451371, futures, 0.0), ("binance", False, 1, 60.15, 66.835, 6.685, 0.11113881, futures, 1.0), ("binance", True, 1, 59.85, 66.165, -6.315, -0.10551378, futures, 0.0), ("binance", True, 1, 59.85, 67.165, -7.315, -0.12222222, futures, -1.0), ("binance", False, 3, 60.15, 64.835, 4.685, 0.23366583, futures, -1.0), ("binance", True, 3, 59.85, 65.165, -5.315, -0.26641604, futures, 1.0), ]) @pytest.mark.usefixtures("init_persistence") def test_calc_open_close_trade_price( limit_buy_order_usdt, limit_sell_order_usdt, fee, exchange, is_short, lev, open_value, close_value, profit, profit_ratio, trading_mode, funding_fees ): trade: Trade = Trade( pair='ADA/USDT', stake_amount=60.0, open_rate=2.0, amount=30.0, open_date=datetime.now(tz=timezone.utc) - timedelta(minutes=10), interest_rate=0.0005, fee_open=fee.return_value, fee_close=fee.return_value, exchange=exchange, is_short=is_short, leverage=lev, trading_mode=trading_mode, funding_fees=funding_fees ) trade.open_order_id = f'something-{is_short}-{lev}-{exchange}' oobj = Order.parse_from_ccxt_object(limit_buy_order_usdt, 'ADA/USDT', 'buy') trade.update_trade(oobj) oobj = Order.parse_from_ccxt_object(limit_sell_order_usdt, 'ADA/USDT', 'sell') trade.update_trade(oobj) trade.open_rate = 2.0 trade.close_rate = 2.2 trade.recalc_open_trade_value() assert isclose(trade._calc_open_trade_value(), open_value) assert isclose(trade.calc_close_trade_value(), close_value) assert isclose(trade.calc_profit(), round(profit, 8)) assert pytest.approx(trade.calc_profit_ratio()) == profit_ratio @pytest.mark.usefixtures("init_persistence") def test_trade_close(limit_buy_order_usdt, limit_sell_order_usdt, fee): trade = Trade( pair='ADA/USDT', stake_amount=60.0, open_rate=2.0, amount=30.0, is_open=True, fee_open=fee.return_value, fee_close=fee.return_value, open_date=datetime.now(tz=timezone.utc) - timedelta(minutes=10), interest_rate=0.0005, exchange='binance', trading_mode=margin ) assert trade.close_profit is None assert trade.close_date is None assert trade.is_open is True trade.close(2.2) assert trade.is_open is False assert trade.close_profit == round(0.0945137157107232, 8) assert trade.close_date is not None new_date = arrow.Arrow(2020, 2, 2, 15, 6, 1).datetime, assert trade.close_date != new_date # Close should NOT update close_date if the trade has been closed already assert trade.is_open is False trade.close_date = new_date trade.close(2.2) assert trade.close_date == new_date @pytest.mark.usefixtures("init_persistence") def test_calc_close_trade_price_exception(limit_buy_order_usdt, fee): trade = Trade( pair='ADA/USDT', stake_amount=60.0, open_rate=2.0, amount=30.0, fee_open=fee.return_value, fee_close=fee.return_value, exchange='binance', trading_mode=margin, leverage=1.0, ) trade.open_order_id = 'something' oobj = Order.parse_from_ccxt_object(limit_buy_order_usdt, 'ADA/USDT', 'buy') trade.update_trade(oobj) assert trade.calc_close_trade_value() == 0.0 @pytest.mark.usefixtures("init_persistence") def test_update_open_order(limit_buy_order_usdt): trade = Trade( pair='ADA/USDT', stake_amount=60.0, open_rate=2.0, amount=30.0, fee_open=0.1, fee_close=0.1, exchange='binance', trading_mode=margin ) assert trade.open_order_id is None assert trade.close_profit is None assert trade.close_date is None limit_buy_order_usdt['status'] = 'open' oobj = Order.parse_from_ccxt_object(limit_buy_order_usdt, 'ADA/USDT', 'buy') trade.update_trade(oobj) assert trade.open_order_id is None assert trade.close_profit is None assert trade.close_date is None @pytest.mark.usefixtures("init_persistence") def test_update_invalid_order(limit_buy_order_usdt): trade = Trade( pair='ADA/USDT', stake_amount=60.0, amount=30.0, open_rate=2.0, fee_open=0.1, fee_close=0.1, exchange='binance', trading_mode=margin ) limit_buy_order_usdt['type'] = 'invalid' oobj = Order.parse_from_ccxt_object(limit_buy_order_usdt, 'ADA/USDT', 'meep') with pytest.raises(ValueError, match=r'Unknown order type'): trade.update_trade(oobj) @pytest.mark.parametrize('exchange', ['binance', 'kraken']) @pytest.mark.parametrize('trading_mode', [spot, margin, futures]) @pytest.mark.parametrize('lev', [1, 3]) @pytest.mark.parametrize('is_short,fee_rate,result', [ (False, 0.003, 60.18), (False, 0.0025, 60.15), (False, 0.003, 60.18), (False, 0.0025, 60.15), (True, 0.003, 59.82), (True, 0.0025, 59.85), (True, 0.003, 59.82), (True, 0.0025, 59.85) ]) @pytest.mark.usefixtures("init_persistence") def test_calc_open_trade_value( limit_buy_order_usdt, exchange, lev, is_short, fee_rate, result, trading_mode ): # 10 minute limit trade on Binance/Kraken at 1x, 3x leverage # fee: 0.25 %, 0.3% quote # open_rate: 2.00 quote # amount: = 30.0 crypto # stake_amount # 1x, -1x: 60.0 quote # 3x, -3x: 20.0 quote # open_value: (amount * open_rate) ± (amount * open_rate * fee) # 0.25% fee # 1x, 3x: 30 * 2 + 30 * 2 * 0.0025 = 60.15 quote # -1x,-3x: 30 * 2 - 30 * 2 * 0.0025 = 59.85 quote # 0.3% fee # 1x, 3x: 30 * 2 + 30 * 2 * 0.003 = 60.18 quote # -1x,-3x: 30 * 2 - 30 * 2 * 0.003 = 59.82 quote trade = Trade( pair='ADA/USDT', stake_amount=60.0, amount=30.0, open_rate=2.0, open_date=datetime.now(tz=timezone.utc) - timedelta(minutes=10), fee_open=fee_rate, fee_close=fee_rate, exchange=exchange, leverage=lev, is_short=is_short, trading_mode=trading_mode ) trade.open_order_id = 'open_trade' oobj = Order.parse_from_ccxt_object( limit_buy_order_usdt, 'ADA/USDT', 'sell' if is_short else 'buy') trade.update_trade(oobj) # Buy @ 2.0 # Get the open rate price with the standard fee rate assert trade._calc_open_trade_value() == result @pytest.mark.parametrize( 'exchange,is_short,lev,open_rate,close_rate,fee_rate,result,trading_mode,funding_fees', [ ('binance', False, 1, 2.0, 2.5, 0.0025, 74.8125, spot, 0), ('binance', False, 1, 2.0, 2.5, 0.003, 74.775, spot, 0), ('binance', False, 1, 2.0, 2.2, 0.005, 65.67, margin, 0), ('binance', False, 3, 2.0, 2.5, 0.0025, 74.81166667, margin, 0), ('binance', False, 3, 2.0, 2.5, 0.003, 74.77416667, margin, 0), ('binance', True, 3, 2.2, 2.5, 0.0025, 75.18906641, margin, 0), ('binance', True, 3, 2.2, 2.5, 0.003, 75.22656719, margin, 0), ('binance', True, 1, 2.2, 2.5, 0.0025, 75.18906641, margin, 0), ('binance', True, 1, 2.2, 2.5, 0.003, 75.22656719, margin, 0), # Kraken ('kraken', False, 3, 2.0, 2.5, 0.0025, 74.7725, margin, 0), ('kraken', False, 3, 2.0, 2.5, 0.003, 74.735, margin, 0), ('kraken', True, 3, 2.2, 2.5, 0.0025, 75.2626875, margin, 0), ('kraken', True, 3, 2.2, 2.5, 0.003, 75.300225, margin, 0), ('kraken', True, 1, 2.2, 2.5, 0.0025, 75.2626875, margin, 0), ('kraken', True, 1, 2.2, 2.5, 0.003, 75.300225, margin, 0), ('binance', False, 1, 2.0, 2.5, 0.0025, 75.8125, futures, 1), ('binance', False, 3, 2.0, 2.5, 0.0025, 73.8125, futures, -1), ('binance', True, 3, 2.0, 2.5, 0.0025, 74.1875, futures, 1), ('binance', True, 1, 2.0, 2.5, 0.0025, 76.1875, futures, -1), ]) @pytest.mark.usefixtures("init_persistence") def test_calc_close_trade_price( open_rate, exchange, is_short, lev, close_rate, fee_rate, result, trading_mode, funding_fees ): trade = Trade( pair='ADA/USDT', stake_amount=60.0, amount=30.0, open_rate=open_rate, open_date=datetime.now(tz=timezone.utc) - timedelta(minutes=10), fee_open=fee_rate, fee_close=fee_rate, exchange=exchange, interest_rate=0.0005, is_short=is_short, leverage=lev, trading_mode=trading_mode, funding_fees=funding_fees ) trade.open_order_id = 'close_trade' assert round(trade.calc_close_trade_value(rate=close_rate, fee=fee_rate), 8) == result @pytest.mark.parametrize( 'exchange,is_short,lev,close_rate,fee_close,profit,profit_ratio,trading_mode,funding_fees', [ ('binance', False, 1, 2.1, 0.0025, 2.6925, 0.044763092, spot, 0), ('binance', False, 3, 2.1, 0.0025, 2.69166667, 0.134247714, margin, 0), ('binance', True, 1, 2.1, 0.0025, -3.3088157, -0.055285142, margin, 0), ('binance', True, 3, 2.1, 0.0025, -3.3088157, -0.16585542, margin, 0), ('binance', False, 1, 1.9, 0.0025, -3.2925, -0.054738154, margin, 0), ('binance', False, 3, 1.9, 0.0025, -3.29333333, -0.164256026, margin, 0), ('binance', True, 1, 1.9, 0.0025, 2.70630953, 0.0452182043, margin, 0), ('binance', True, 3, 1.9, 0.0025, 2.70630953, 0.135654613, margin, 0), ('binance', False, 1, 2.2, 0.0025, 5.685, 0.09451371, margin, 0), ('binance', False, 3, 2.2, 0.0025, 5.68416667, 0.28349958, margin, 0), ('binance', True, 1, 2.2, 0.0025, -6.3163784, -0.10553681, margin, 0), ('binance', True, 3, 2.2, 0.0025, -6.3163784, -0.31661044, margin, 0), # Kraken ('kraken', False, 1, 2.1, 0.0025, 2.6925, 0.044763092, spot, 0), ('kraken', False, 3, 2.1, 0.0025, 2.6525, 0.132294264, margin, 0), ('kraken', True, 1, 2.1, 0.0025, -3.3706575, -0.056318421, margin, 0), ('kraken', True, 3, 2.1, 0.0025, -3.3706575, -0.168955263, margin, 0), ('kraken', False, 1, 1.9, 0.0025, -3.2925, -0.054738154, margin, 0), ('kraken', False, 3, 1.9, 0.0025, -3.3325, -0.166209476, margin, 0), ('kraken', True, 1, 1.9, 0.0025, 2.6503575, 0.044283333, margin, 0), ('kraken', True, 3, 1.9, 0.0025, 2.6503575, 0.132850000, margin, 0), ('kraken', False, 1, 2.2, 0.0025, 5.685, 0.09451371, margin, 0), ('kraken', False, 3, 2.2, 0.0025, 5.645, 0.28154613, margin, 0), ('kraken', True, 1, 2.2, 0.0025, -6.381165, -0.1066192, margin, 0), ('kraken', True, 3, 2.2, 0.0025, -6.381165, -0.3198578, margin, 0), ('binance', False, 1, 2.1, 0.003, 2.66100000, 0.044239401, spot, 0), ('binance', False, 1, 1.9, 0.003, -3.3209999, -0.055211970, spot, 0), ('binance', False, 1, 2.2, 0.003, 5.6520000, 0.093965087, spot, 0), # # FUTURES, funding_fee=1 ('binance', False, 1, 2.1, 0.0025, 3.6925, 0.06138819, futures, 1), ('binance', False, 3, 2.1, 0.0025, 3.6925, 0.18416458, futures, 1), ('binance', True, 1, 2.1, 0.0025, -2.3074999, -0.03855472, futures, 1), ('binance', True, 3, 2.1, 0.0025, -2.3074999, -0.11566416, futures, 1), ('binance', False, 1, 1.9, 0.0025, -2.2925, -0.03811305, futures, 1), ('binance', False, 3, 1.9, 0.0025, -2.2925, -0.11433915, futures, 1), ('binance', True, 1, 1.9, 0.0025, 3.7075, 0.06194653, futures, 1), ('binance', True, 3, 1.9, 0.0025, 3.7075, 0.18583959, futures, 1), ('binance', False, 1, 2.2, 0.0025, 6.685, 0.11113881, futures, 1), ('binance', False, 3, 2.2, 0.0025, 6.685, 0.33341645, futures, 1), ('binance', True, 1, 2.2, 0.0025, -5.315, -0.08880534, futures, 1), ('binance', True, 3, 2.2, 0.0025, -5.315, -0.26641604, futures, 1), # FUTURES, funding_fee=-1 ('binance', False, 1, 2.1, 0.0025, 1.6925, 0.02813798, futures, -1), ('binance', False, 3, 2.1, 0.0025, 1.6925, 0.08441396, futures, -1), ('binance', True, 1, 2.1, 0.0025, -4.307499, -0.07197159, futures, -1), ('binance', True, 3, 2.1, 0.0025, -4.307499, -0.21591478, futures, -1), ('binance', False, 1, 1.9, 0.0025, -4.292499, -0.07136325, futures, -1), ('binance', False, 3, 1.9, 0.0025, -4.292499, -0.21408977, futures, -1), ('binance', True, 1, 1.9, 0.0025, 1.7075, 0.02852965, futures, -1), ('binance', True, 3, 1.9, 0.0025, 1.7075, 0.08558897, futures, -1), ('binance', False, 1, 2.2, 0.0025, 4.684999, 0.07788861, futures, -1), ('binance', False, 3, 2.2, 0.0025, 4.684999, 0.23366583, futures, -1), ('binance', True, 1, 2.2, 0.0025, -7.315, -0.12222222, futures, -1), ('binance', True, 3, 2.2, 0.0025, -7.315, -0.36666666, futures, -1), ]) @pytest.mark.usefixtures("init_persistence") def test_calc_profit( exchange, is_short, lev, close_rate, fee_close, profit, profit_ratio, trading_mode, funding_fees ): """ 10 minute limit trade on Binance/Kraken at 1x, 3x leverage arguments: fee: 0.25% quote 0.30% quote interest_rate: 0.05% per 4 hrs open_rate: 2.0 quote close_rate: 1.9 quote 2.1 quote 2.2 quote amount: = 30.0 crypto stake_amount 1x,-1x: 60.0 quote 3x,-3x: 20.0 quote hours: 1/6 (10 minutes) funding_fees: 1 borrowed 1x: 0 quote 3x: 40 quote -1x: 30 crypto -3x: 30 crypto time-periods: kraken: (1 + 1) 4hr_periods = 2 4hr_periods binance: 1/24 24hr_periods interest: borrowed * interest_rate * time-periods 1x : / binance 3x: 40 * 0.0005 * 1/24 = 0.0008333333333333334 quote kraken 3x: 40 * 0.0005 * 2 = 0.040 quote binace -1x,-3x: 30 * 0.0005 * 1/24 = 0.000625 crypto kraken -1x,-3x: 30 * 0.0005 * 2 = 0.030 crypto open_value: (amount * open_rate) ± (amount * open_rate * fee) 0.0025 fee 1x, 3x: 30 * 2 + 30 * 2 * 0.0025 = 60.15 quote -1x,-3x: 30 * 2 - 30 * 2 * 0.0025 = 59.85 quote 0.003 fee: Is only applied to close rate in this test amount_closed: 1x, 3x = amount -1x, -3x = amount + interest binance -1x,-3x: 30 + 0.000625 = 30.000625 crypto kraken -1x,-3x: 30 + 0.03 = 30.03 crypto close_value: equations: 1x, 3x: (amount_closed * close_rate) - (amount_closed * close_rate * fee) - interest -1x,-3x: (amount_closed * close_rate) + (amount_closed * close_rate * fee) 2.1 quote bin,krak 1x: (30.00 * 2.1) - (30.00 * 2.1 * 0.0025) = 62.8425 bin 3x: (30.00 * 2.1) - (30.00 * 2.1 * 0.0025) - 0.0008333333 = 62.8416666667 krak 3x: (30.00 * 2.1) - (30.00 * 2.1 * 0.0025) - 0.040 = 62.8025 bin -1x,-3x: (30.000625 * 2.1) + (30.000625 * 2.1 * 0.0025) = 63.15881578125 krak -1x,-3x: (30.03 * 2.1) + (30.03 * 2.1 * 0.0025) = 63.2206575 1.9 quote bin,krak 1x: (30.00 * 1.9) - (30.00 * 1.9 * 0.0025) = 56.8575 bin 3x: (30.00 * 1.9) - (30.00 * 1.9 * 0.0025) - 0.0008333333 = 56.85666667 krak 3x: (30.00 * 1.9) - (30.00 * 1.9 * 0.0025) - 0.040 = 56.8175 bin -1x,-3x: (30.000625 * 1.9) + (30.000625 * 1.9 * 0.0025) = 57.14369046875 krak -1x,-3x: (30.03 * 1.9) + (30.03 * 1.9 * 0.0025) = 57.1996425 2.2 quote bin,krak 1x: (30.00 * 2.20) - (30.00 * 2.20 * 0.0025) = 65.835 bin 3x: (30.00 * 2.20) - (30.00 * 2.20 * 0.0025) - 0.00083333 = 65.83416667 krak 3x: (30.00 * 2.20) - (30.00 * 2.20 * 0.0025) - 0.040 = 65.795 bin -1x,-3x: (30.000625 * 2.20) + (30.000625 * 2.20 * 0.0025) = 66.1663784375 krak -1x,-3x: (30.03 * 2.20) + (30.03 * 2.20 * 0.0025) = 66.231165 total_profit: equations: 1x, 3x : close_value - open_value -1x,-3x: open_value - close_value 2.1 quote binance,kraken 1x: 62.8425 - 60.15 = 2.6925 binance 3x: 62.84166667 - 60.15 = 2.69166667 kraken 3x: 62.8025 - 60.15 = 2.6525 binance -1x,-3x: 59.850 - 63.15881578125 = -3.308815781249997 kraken -1x,-3x: 59.850 - 63.2206575 = -3.3706575 1.9 quote binance,kraken 1x: 56.8575 - 60.15 = -3.2925 binance 3x: 56.85666667 - 60.15 = -3.29333333 kraken 3x: 56.8175 - 60.15 = -3.3325 binance -1x,-3x: 59.850 - 57.14369046875 = 2.7063095312499996 kraken -1x,-3x: 59.850 - 57.1996425 = 2.6503575 2.2 quote binance,kraken 1x: 65.835 - 60.15 = 5.685 binance 3x: 65.83416667 - 60.15 = 5.68416667 kraken 3x: 65.795 - 60.15 = 5.645 binance -1x,-3x: 59.850 - 66.1663784375 = -6.316378437499999 kraken -1x,-3x: 59.850 - 66.231165 = -6.381165 total_profit_ratio: equations: 1x, 3x : ((close_value/open_value) - 1) * leverage -1x,-3x: (1 - (close_value/open_value)) * leverage 2.1 quote binance,kraken 1x: (62.8425 / 60.15) - 1 = 0.04476309226932673 binance 3x: ((62.84166667 / 60.15) - 1)*3 = 0.13424771421446402 kraken 3x: ((62.8025 / 60.15) - 1)*3 = 0.13229426433915248 binance -1x: 1 - (63.15881578125 / 59.850) = -0.05528514254385963 binance -3x: (1 - (63.15881578125 / 59.850))*3 = -0.1658554276315789 kraken -1x: 1 - (63.2206575 / 59.850) = -0.05631842105263152 kraken -3x: (1 - (63.2206575 / 59.850))*3 = -0.16895526315789455 1.9 quote binance,kraken 1x: (56.8575 / 60.15) - 1 = -0.05473815461346632 binance 3x: ((56.85666667 / 60.15) - 1)*3 = -0.16425602643391513 kraken 3x: ((56.8175 / 60.15) - 1)*3 = -0.16620947630922667 binance -1x: 1 - (57.14369046875 / 59.850) = 0.045218204365079395 binance -3x: (1 - (57.14369046875 / 59.850))*3 = 0.13565461309523819 kraken -1x: 1 - (57.1996425 / 59.850) = 0.04428333333333334 kraken -3x: (1 - (57.1996425 / 59.850))*3 = 0.13285000000000002 2.2 quote binance,kraken 1x: (65.835 / 60.15) - 1 = 0.0945137157107232 binance 3x: ((65.83416667 / 60.15) - 1)*3 = 0.2834995845386534 kraken 3x: ((65.795 / 60.15) - 1)*3 = 0.2815461346633419 binance -1x: 1 - (66.1663784375 / 59.850) = -0.1055368159983292 binance -3x: (1 - (66.1663784375 / 59.850))*3 = -0.3166104479949876 kraken -1x: 1 - (66.231165 / 59.850) = -0.106619298245614 kraken -3x: (1 - (66.231165 / 59.850))*3 = -0.319857894736842 fee: 0.003, 1x close_value: 2.1 quote: (30.00 * 2.1) - (30.00 * 2.1 * 0.003) = 62.811 1.9 quote: (30.00 * 1.9) - (30.00 * 1.9 * 0.003) = 56.829 2.2 quote: (30.00 * 2.2) - (30.00 * 2.2 * 0.003) = 65.802 total_profit fee: 0.003, 1x 2.1 quote: 62.811 - 60.15 = 2.6610000000000014 1.9 quote: 56.829 - 60.15 = -3.320999999999998 2.2 quote: 65.802 - 60.15 = 5.652000000000008 total_profit_ratio fee: 0.003, 1x 2.1 quote: (62.811 / 60.15) - 1 = 0.04423940149625927 1.9 quote: (56.829 / 60.15) - 1 = -0.05521197007481293 2.2 quote: (65.802 / 60.15) - 1 = 0.09396508728179565 futures (live): funding_fee: 1 close_value: equations: 1x,3x: (amount * close_rate) - (amount * close_rate * fee) + funding_fees -1x,-3x: (amount * close_rate) + (amount * close_rate * fee) - funding_fees 2.1 quote 1x,3x: (30.00 * 2.1) - (30.00 * 2.1 * 0.0025) + 1 = 63.8425 -1x,-3x: (30.00 * 2.1) + (30.00 * 2.1 * 0.0025) - 1 = 62.1575 1.9 quote 1x,3x: (30.00 * 1.9) - (30.00 * 1.9 * 0.0025) + 1 = 57.8575 -1x,-3x: (30.00 * 1.9) + (30.00 * 1.9 * 0.0025) - 1 = 56.1425 2.2 quote: 1x,3x: (30.00 * 2.20) - (30.00 * 2.20 * 0.0025) + 1 = 66.835 -1x,-3x: (30.00 * 2.20) + (30.00 * 2.20 * 0.0025) - 1 = 65.165 total_profit: 2.1 quote 1x,3x: 63.8425 - 60.15 = 3.6925 -1x,-3x: 59.850 - 62.1575 = -2.3074999999999974 1.9 quote 1x,3x: 57.8575 - 60.15 = -2.2925 -1x,-3x: 59.850 - 56.1425 = 3.707500000000003 2.2 quote: 1x,3x: 66.835 - 60.15 = 6.685 -1x,-3x: 59.850 - 65.165 = -5.315000000000005 total_profit_ratio: 2.1 quote 1x: (63.8425 / 60.15) - 1 = 0.06138819617622615 3x: ((63.8425 / 60.15) - 1)*3 = 0.18416458852867845 -1x: 1 - (62.1575 / 59.850) = -0.038554720133667564 -3x: (1 - (62.1575 / 59.850))*3 = -0.11566416040100269 1.9 quote 1x: (57.8575 / 60.15) - 1 = -0.0381130507065669 3x: ((57.8575 / 60.15) - 1)*3 = -0.1143391521197007 -1x: 1 - (56.1425 / 59.850) = 0.06194653299916464 -3x: (1 - (56.1425 / 59.850))*3 = 0.18583959899749392 2.2 quote 1x: (66.835 / 60.15) - 1 = 0.11113881961762262 3x: ((66.835 / 60.15) - 1)*3 = 0.33341645885286786 -1x: 1 - (65.165 / 59.850) = -0.08880534670008355 -3x: (1 - (65.165 / 59.850))*3 = -0.26641604010025066 funding_fee: -1 close_value: equations: (amount * close_rate) - (amount * close_rate * fee) + funding_fees (amount * close_rate) - (amount * close_rate * fee) - funding_fees 2.1 quote 1x,3x: (30.00 * 2.1) - (30.00 * 2.1 * 0.0025) + (-1) = 61.8425 -1x,-3x: (30.00 * 2.1) + (30.00 * 2.1 * 0.0025) - (-1) = 64.1575 1.9 quote 1x,3x: (30.00 * 1.9) - (30.00 * 1.9 * 0.0025) + (-1) = 55.8575 -1x,-3x: (30.00 * 1.9) + (30.00 * 1.9 * 0.0025) - (-1) = 58.1425 2.2 quote: 1x,3x: (30.00 * 2.20) - (30.00 * 2.20 * 0.0025) + (-1) = 64.835 -1x,-3x: (30.00 * 2.20) + (30.00 * 2.20 * 0.0025) - (-1) = 67.165 total_profit: 2.1 quote 1x,3x: 61.8425 - 60.15 = 1.6925000000000026 -1x,-3x: 59.850 - 64.1575 = -4.307499999999997 1.9 quote 1x,3x: 55.8575 - 60.15 = -4.292499999999997 -1x,-3x: 59.850 - 58.1425 = 1.7075000000000031 2.2 quote: 1x,3x: 64.835 - 60.15 = 4.684999999999995 -1x,-3x: 59.850 - 67.165 = -7.315000000000005 total_profit_ratio: 2.1 quote 1x: (61.8425 / 60.15) - 1 = 0.028137988362427313 3x: ((61.8425 / 60.15) - 1)*3 = 0.08441396508728194 -1x: 1 - (64.1575 / 59.850) = -0.07197159565580624 -3x: (1 - (64.1575 / 59.850))*3 = -0.21591478696741873 1.9 quote 1x: (55.8575 / 60.15) - 1 = -0.07136325852036574 3x: ((55.8575 / 60.15) - 1)*3 = -0.2140897755610972 -1x: 1 - (58.1425 / 59.850) = 0.02852965747702596 -3x: (1 - (58.1425 / 59.850))*3 = 0.08558897243107788 2.2 quote 1x: (64.835 / 60.15) - 1 = 0.07788861180382378 3x: ((64.835 / 60.15) - 1)*3 = 0.23366583541147135 -1x: 1 - (67.165 / 59.850) = -0.12222222222222223 -3x: (1 - (67.165 / 59.850))*3 = -0.3666666666666667 """ trade = Trade( pair='ADA/USDT', stake_amount=60.0, amount=30.0, open_rate=2.0, open_date=datetime.now(tz=timezone.utc) - timedelta(minutes=10), interest_rate=0.0005, exchange=exchange, is_short=is_short, leverage=lev, fee_open=0.0025, fee_close=fee_close, trading_mode=trading_mode, funding_fees=funding_fees ) trade.open_order_id = 'something' assert pytest.approx(trade.calc_profit(rate=close_rate)) == round(profit, 8) assert pytest.approx(trade.calc_profit_ratio(rate=close_rate)) == round(profit_ratio, 8) @pytest.mark.usefixtures("init_persistence") def test_clean_dry_run_db(default_conf, fee): # Simulate dry_run entries trade = Trade( pair='ADA/USDT', stake_amount=0.001, amount=123.0, fee_open=fee.return_value, fee_close=fee.return_value, open_rate=0.123, exchange='binance', open_order_id='dry_run_buy_12345' ) Trade.query.session.add(trade) trade = Trade( pair='ETC/BTC', stake_amount=0.001, amount=123.0, fee_open=fee.return_value, fee_close=fee.return_value, open_rate=0.123, exchange='binance', open_order_id='dry_run_sell_12345' ) Trade.query.session.add(trade) # Simulate prod entry trade = Trade( pair='ETC/BTC', stake_amount=0.001, amount=123.0, fee_open=fee.return_value, fee_close=fee.return_value, open_rate=0.123, exchange='binance', open_order_id='prod_buy_12345' ) Trade.query.session.add(trade) # We have 3 entries: 2 dry_run, 1 prod assert len(Trade.query.filter(Trade.open_order_id.isnot(None)).all()) == 3 clean_dry_run_db() # We have now only the prod assert len(Trade.query.filter(Trade.open_order_id.isnot(None)).all()) == 1 def test_migrate_new(mocker, default_conf, fee, caplog): """ Test Database migration (starting with new pairformat) """ caplog.set_level(logging.DEBUG) amount = 103.223 # Always create all columns apart from the last! create_table_old = """CREATE TABLE IF NOT EXISTS "trades" ( id INTEGER NOT NULL, exchange VARCHAR NOT NULL, pair VARCHAR NOT NULL, is_open BOOLEAN NOT NULL, fee FLOAT NOT NULL, open_rate FLOAT, close_rate FLOAT, close_profit FLOAT, stake_amount FLOAT NOT NULL, amount FLOAT, open_date DATETIME NOT NULL, close_date DATETIME, open_order_id VARCHAR, stop_loss FLOAT, initial_stop_loss FLOAT, max_rate FLOAT, sell_reason VARCHAR, strategy VARCHAR, ticker_interval INTEGER, stoploss_order_id VARCHAR, PRIMARY KEY (id), CHECK (is_open IN (0, 1)) );""" insert_table_old = """INSERT INTO trades (exchange, pair, is_open, fee, open_rate, stake_amount, amount, open_date, stop_loss, initial_stop_loss, max_rate, ticker_interval, open_order_id, stoploss_order_id) VALUES ('binance', 'ETC/BTC', 1, {fee}, 0.00258580, {stake}, {amount}, '2019-11-28 12:44:24.000000', 0.0, 0.0, 0.0, '5m', 'buy_order', 'stop_order_id222') """.format(fee=fee.return_value, stake=default_conf.get("stake_amount"), amount=amount ) engine = create_engine('sqlite://') mocker.patch('freqtrade.persistence.models.create_engine', lambda *args, **kwargs: engine) # Create table using the old format with engine.begin() as connection: connection.execute(text(create_table_old)) connection.execute(text("create index ix_trades_is_open on trades(is_open)")) connection.execute(text("create index ix_trades_pair on trades(pair)")) connection.execute(text(insert_table_old)) # fake previous backup connection.execute(text("create table trades_bak as select * from trades")) connection.execute(text("create table trades_bak1 as select * from trades")) # Run init to test migration init_db(default_conf['db_url'], default_conf['dry_run']) assert len(Trade.query.filter(Trade.id == 1).all()) == 1 trade = Trade.query.filter(Trade.id == 1).first() assert trade.fee_open == fee.return_value assert trade.fee_close == fee.return_value assert trade.open_rate_requested is None assert trade.close_rate_requested is None assert trade.is_open == 1 assert trade.amount == amount assert trade.amount_requested == amount assert trade.stake_amount == default_conf.get("stake_amount") assert trade.pair == "ETC/BTC" assert trade.exchange == "binance" assert trade.max_rate == 0.0 assert trade.min_rate is None assert trade.stop_loss == 0.0 assert trade.initial_stop_loss == 0.0 assert trade.exit_reason is None assert trade.strategy is None assert trade.timeframe == '5m' assert trade.stoploss_order_id == 'stop_order_id222' assert trade.stoploss_last_update is None assert log_has("trying trades_bak1", caplog) assert log_has("trying trades_bak2", caplog) assert log_has("Running database migration for trades - backup: trades_bak2, orders_bak0", caplog) assert trade.open_trade_value == trade._calc_open_trade_value() assert trade.close_profit_abs is None assert log_has("Moving open orders to Orders table.", caplog) orders = Order.query.all() assert len(orders) == 2 assert orders[0].order_id == 'buy_order' assert orders[0].ft_order_side == 'buy' assert orders[1].order_id == 'stop_order_id222' assert orders[1].ft_order_side == 'stoploss' def test_migrate_mid_state(mocker, default_conf, fee, caplog): """ Test Database migration (starting with new pairformat) """ caplog.set_level(logging.DEBUG) amount = 103.223 create_table_old = """CREATE TABLE IF NOT EXISTS "trades" ( id INTEGER NOT NULL, exchange VARCHAR NOT NULL, pair VARCHAR NOT NULL, is_open BOOLEAN NOT NULL, fee_open FLOAT NOT NULL, fee_close FLOAT NOT NULL, open_rate FLOAT, close_rate FLOAT, close_profit FLOAT, stake_amount FLOAT NOT NULL, amount FLOAT, open_date DATETIME NOT NULL, close_date DATETIME, open_order_id VARCHAR, PRIMARY KEY (id), CHECK (is_open IN (0, 1)) );""" insert_table_old = """INSERT INTO trades (exchange, pair, is_open, fee_open, fee_close, open_rate, stake_amount, amount, open_date) VALUES ('binance', 'ETC/BTC', 1, {fee}, {fee}, 0.00258580, {stake}, {amount}, '2019-11-28 12:44:24.000000') """.format(fee=fee.return_value, stake=default_conf.get("stake_amount"), amount=amount ) engine = create_engine('sqlite://') mocker.patch('freqtrade.persistence.models.create_engine', lambda *args, **kwargs: engine) # Create table using the old format with engine.begin() as connection: connection.execute(text(create_table_old)) connection.execute(text(insert_table_old)) # Run init to test migration init_db(default_conf['db_url'], default_conf['dry_run']) assert len(Trade.query.filter(Trade.id == 1).all()) == 1 trade = Trade.query.filter(Trade.id == 1).first() assert trade.fee_open == fee.return_value assert trade.fee_close == fee.return_value assert trade.open_rate_requested is None assert trade.close_rate_requested is None assert trade.is_open == 1 assert trade.amount == amount assert trade.stake_amount == default_conf.get("stake_amount") assert trade.pair == "ETC/BTC" assert trade.exchange == "binance" assert trade.max_rate == 0.0 assert trade.stop_loss == 0.0 assert trade.initial_stop_loss == 0.0 assert trade.open_trade_value == trade._calc_open_trade_value() assert log_has("trying trades_bak0", caplog) assert log_has("Running database migration for trades - backup: trades_bak0, orders_bak0", caplog) def test_migrate_get_last_sequence_ids(): engine = MagicMock() engine.begin = MagicMock() engine.name = 'postgresql' get_last_sequence_ids(engine, 'trades_bak', 'orders_bak') assert engine.begin.call_count == 2 engine.reset_mock() engine.begin.reset_mock() engine.name = 'somethingelse' get_last_sequence_ids(engine, 'trades_bak', 'orders_bak') assert engine.begin.call_count == 0 def test_migrate_set_sequence_ids(): engine = MagicMock() engine.begin = MagicMock() engine.name = 'postgresql' set_sequence_ids(engine, 22, 55) assert engine.begin.call_count == 1 engine.reset_mock() engine.begin.reset_mock() engine.name = 'somethingelse' set_sequence_ids(engine, 22, 55) assert engine.begin.call_count == 0 def test_adjust_stop_loss(fee): trade = Trade( pair='ADA/USDT', stake_amount=30.0, amount=30, fee_open=fee.return_value, fee_close=fee.return_value, exchange='binance', open_rate=1, max_rate=1, ) trade.adjust_stop_loss(trade.open_rate, 0.05, True) assert trade.stop_loss == 0.95 assert trade.stop_loss_pct == -0.05 assert trade.initial_stop_loss == 0.95 assert trade.initial_stop_loss_pct == -0.05 # Get percent of profit with a lower rate trade.adjust_stop_loss(0.96, 0.05) assert trade.stop_loss == 0.95 assert trade.stop_loss_pct == -0.05 assert trade.initial_stop_loss == 0.95 assert trade.initial_stop_loss_pct == -0.05 # Get percent of profit with a custom rate (Higher than open rate) trade.adjust_stop_loss(1.3, -0.1) assert round(trade.stop_loss, 8) == 1.17 assert trade.stop_loss_pct == -0.1 assert trade.initial_stop_loss == 0.95 assert trade.initial_stop_loss_pct == -0.05 # current rate lower again ... should not change trade.adjust_stop_loss(1.2, 0.1) assert round(trade.stop_loss, 8) == 1.17 assert trade.initial_stop_loss == 0.95 assert trade.initial_stop_loss_pct == -0.05 # current rate higher... should raise stoploss trade.adjust_stop_loss(1.4, 0.1) assert round(trade.stop_loss, 8) == 1.26 assert trade.initial_stop_loss == 0.95 assert trade.initial_stop_loss_pct == -0.05 # Initial is true but stop_loss set - so doesn't do anything trade.adjust_stop_loss(1.7, 0.1, True) assert round(trade.stop_loss, 8) == 1.26 assert trade.initial_stop_loss == 0.95 assert trade.initial_stop_loss_pct == -0.05 assert trade.stop_loss_pct == -0.1 def test_adjust_stop_loss_short(fee): trade = Trade( pair='ADA/USDT', stake_amount=0.001, amount=5, fee_open=fee.return_value, fee_close=fee.return_value, exchange='binance', open_rate=1, max_rate=1, is_short=True, ) trade.adjust_stop_loss(trade.open_rate, 0.05, True) assert trade.stop_loss == 1.05 assert trade.stop_loss_pct == -0.05 assert trade.initial_stop_loss == 1.05 assert trade.initial_stop_loss_pct == -0.05 # Get percent of profit with a lower rate trade.adjust_stop_loss(1.04, 0.05) assert trade.stop_loss == 1.05 assert trade.stop_loss_pct == -0.05 assert trade.initial_stop_loss == 1.05 assert trade.initial_stop_loss_pct == -0.05 # Get percent of profit with a custom rate (Higher than open rate) trade.adjust_stop_loss(0.7, 0.1) # If the price goes down to 0.7, with a trailing stop of 0.1, # the new stoploss at 0.1 above 0.7 would be 0.7*0.1 higher assert round(trade.stop_loss, 8) == 0.77 assert trade.stop_loss_pct == -0.1 assert trade.initial_stop_loss == 1.05 assert trade.initial_stop_loss_pct == -0.05 # current rate lower again ... should not change trade.adjust_stop_loss(0.8, -0.1) assert round(trade.stop_loss, 8) == 0.77 assert trade.initial_stop_loss == 1.05 assert trade.initial_stop_loss_pct == -0.05 # current rate higher... should raise stoploss trade.adjust_stop_loss(0.6, -0.1) assert round(trade.stop_loss, 8) == 0.66 assert trade.initial_stop_loss == 1.05 assert trade.initial_stop_loss_pct == -0.05 # Initial is true but stop_loss set - so doesn't do anything trade.adjust_stop_loss(0.3, -0.1, True) assert round(trade.stop_loss, 8) == 0.66 assert trade.initial_stop_loss == 1.05 assert trade.initial_stop_loss_pct == -0.05 assert trade.stop_loss_pct == -0.1 trade.set_isolated_liq(0.63) trade.adjust_stop_loss(0.59, -0.1) assert trade.stop_loss == 0.63 assert trade.liquidation_price == 0.63 def test_adjust_min_max_rates(fee): trade = Trade( pair='ADA/USDT', stake_amount=30.0, amount=30.0, fee_open=fee.return_value, fee_close=fee.return_value, exchange='binance', open_rate=1, ) trade.adjust_min_max_rates(trade.open_rate, trade.open_rate) assert trade.max_rate == 1 assert trade.min_rate == 1 # check min adjusted, max remained trade.adjust_min_max_rates(0.96, 0.96) assert trade.max_rate == 1 assert trade.min_rate == 0.96 # check max adjusted, min remains trade.adjust_min_max_rates(1.05, 1.05) assert trade.max_rate == 1.05 assert trade.min_rate == 0.96 # current rate "in the middle" - no adjustment trade.adjust_min_max_rates(1.03, 1.03) assert trade.max_rate == 1.05 assert trade.min_rate == 0.96 # current rate "in the middle" - no adjustment trade.adjust_min_max_rates(1.10, 0.91) assert trade.max_rate == 1.10 assert trade.min_rate == 0.91 @pytest.mark.usefixtures("init_persistence") @pytest.mark.parametrize('use_db', [True, False]) @pytest.mark.parametrize('is_short', [True, False]) def test_get_open(fee, is_short, use_db): Trade.use_db = use_db Trade.reset_trades() create_mock_trades(fee, is_short, use_db) assert len(Trade.get_open_trades()) == 4 Trade.use_db = True @pytest.mark.usefixtures("init_persistence") @pytest.mark.parametrize('use_db', [True, False]) def test_get_open_lev(fee, use_db): Trade.use_db = use_db Trade.reset_trades() create_mock_trades_with_leverage(fee, use_db) assert len(Trade.get_open_trades()) == 5 Trade.use_db = True @pytest.mark.usefixtures("init_persistence") def test_to_json(fee): # Simulate dry_run entries trade = Trade( pair='ADA/USDT', stake_amount=0.001, amount=123.0, amount_requested=123.0, fee_open=fee.return_value, fee_close=fee.return_value, open_date=arrow.utcnow().shift(hours=-2).datetime, open_rate=0.123, exchange='binance', enter_tag=None, open_order_id='dry_run_buy_12345' ) result = trade.to_json() assert isinstance(result, dict) assert result == {'trade_id': None, 'pair': 'ADA/USDT', 'base_currency': 'ADA', 'quote_currency': 'USDT', 'is_open': None, 'open_date': trade.open_date.strftime("%Y-%m-%d %H:%M:%S"), 'open_timestamp': int(trade.open_date.timestamp() * 1000), 'open_order_id': 'dry_run_buy_12345', 'close_date': None, 'close_timestamp': None, 'open_rate': 0.123, 'open_rate_requested': None, 'open_trade_value': 15.1668225, 'fee_close': 0.0025, 'fee_close_cost': None, 'fee_close_currency': None, 'fee_open': 0.0025, 'fee_open_cost': None, 'fee_open_currency': None, 'close_rate': None, 'close_rate_requested': None, 'amount': 123.0, 'amount_requested': 123.0, 'stake_amount': 0.001, 'trade_duration': None, 'trade_duration_s': None, 'close_profit': None, 'close_profit_pct': None, 'close_profit_abs': None, 'profit_ratio': None, 'profit_pct': None, 'profit_abs': None, 'sell_reason': None, 'exit_reason': None, 'exit_order_status': None, 'stop_loss_abs': None, 'stop_loss_ratio': None, 'stop_loss_pct': None, 'stoploss_order_id': None, 'stoploss_last_update': None, 'stoploss_last_update_timestamp': None, 'initial_stop_loss_abs': None, 'initial_stop_loss_pct': None, 'initial_stop_loss_ratio': None, 'min_rate': None, 'max_rate': None, 'strategy': None, 'buy_tag': None, 'enter_tag': None, 'timeframe': None, 'exchange': 'binance', 'leverage': None, 'interest_rate': None, 'liquidation_price': None, 'is_short': None, 'trading_mode': None, 'funding_fees': None, 'orders': [], } # Simulate dry_run entries trade = Trade( pair='XRP/BTC', stake_amount=0.001, amount=100.0, amount_requested=101.0, fee_open=fee.return_value, fee_close=fee.return_value, open_date=arrow.utcnow().shift(hours=-2).datetime, close_date=arrow.utcnow().shift(hours=-1).datetime, open_rate=0.123, close_rate=0.125, enter_tag='buys_signal_001', exchange='binance', ) result = trade.to_json() assert isinstance(result, dict) assert result == {'trade_id': None, 'pair': 'XRP/BTC', 'base_currency': 'XRP', 'quote_currency': 'BTC', 'open_date': trade.open_date.strftime("%Y-%m-%d %H:%M:%S"), 'open_timestamp': int(trade.open_date.timestamp() * 1000), 'close_date': trade.close_date.strftime("%Y-%m-%d %H:%M:%S"), 'close_timestamp': int(trade.close_date.timestamp() * 1000), 'open_rate': 0.123, 'close_rate': 0.125, 'amount': 100.0, 'amount_requested': 101.0, 'stake_amount': 0.001, 'trade_duration': 60, 'trade_duration_s': 3600, 'stop_loss_abs': None, 'stop_loss_pct': None, 'stop_loss_ratio': None, 'stoploss_order_id': None, 'stoploss_last_update': None, 'stoploss_last_update_timestamp': None, 'initial_stop_loss_abs': None, 'initial_stop_loss_pct': None, 'initial_stop_loss_ratio': None, 'close_profit': None, 'close_profit_pct': None, 'close_profit_abs': None, 'profit_ratio': None, 'profit_pct': None, 'profit_abs': None, 'close_rate_requested': None, 'fee_close': 0.0025, 'fee_close_cost': None, 'fee_close_currency': None, 'fee_open': 0.0025, 'fee_open_cost': None, 'fee_open_currency': None, 'is_open': None, 'max_rate': None, 'min_rate': None, 'open_order_id': None, 'open_rate_requested': None, 'open_trade_value': 12.33075, 'sell_reason': None, 'exit_reason': None, 'exit_order_status': None, 'strategy': None, 'buy_tag': 'buys_signal_001', 'enter_tag': 'buys_signal_001', 'timeframe': None, 'exchange': 'binance', 'leverage': None, 'interest_rate': None, 'liquidation_price': None, 'is_short': None, 'trading_mode': None, 'funding_fees': None, 'orders': [], } def test_stoploss_reinitialization(default_conf, fee): init_db(default_conf['db_url']) trade = Trade( pair='ADA/USDT', stake_amount=30.0, fee_open=fee.return_value, open_date=arrow.utcnow().shift(hours=-2).datetime, amount=30.0, fee_close=fee.return_value, exchange='binance', open_rate=1, max_rate=1, ) trade.adjust_stop_loss(trade.open_rate, 0.05, True) assert trade.stop_loss == 0.95 assert trade.stop_loss_pct == -0.05 assert trade.initial_stop_loss == 0.95 assert trade.initial_stop_loss_pct == -0.05 Trade.query.session.add(trade) # Lower stoploss Trade.stoploss_reinitialization(0.06) trades = Trade.get_open_trades() assert len(trades) == 1 trade_adj = trades[0] assert trade_adj.stop_loss == 0.94 assert trade_adj.stop_loss_pct == -0.06 assert trade_adj.initial_stop_loss == 0.94 assert trade_adj.initial_stop_loss_pct == -0.06 # Raise stoploss Trade.stoploss_reinitialization(0.04) trades = Trade.get_open_trades() assert len(trades) == 1 trade_adj = trades[0] assert trade_adj.stop_loss == 0.96 assert trade_adj.stop_loss_pct == -0.04 assert trade_adj.initial_stop_loss == 0.96 assert trade_adj.initial_stop_loss_pct == -0.04 # Trailing stoploss (move stoplos up a bit) trade.adjust_stop_loss(1.02, 0.04) assert trade_adj.stop_loss == 0.9792 assert trade_adj.initial_stop_loss == 0.96 Trade.stoploss_reinitialization(0.04) trades = Trade.get_open_trades() assert len(trades) == 1 trade_adj = trades[0] # Stoploss should not change in this case. assert trade_adj.stop_loss == 0.9792 assert trade_adj.stop_loss_pct == -0.04 assert trade_adj.initial_stop_loss == 0.96 assert trade_adj.initial_stop_loss_pct == -0.04 def test_stoploss_reinitialization_leverage(default_conf, fee): init_db(default_conf['db_url']) trade = Trade( pair='ADA/USDT', stake_amount=30.0, fee_open=fee.return_value, open_date=arrow.utcnow().shift(hours=-2).datetime, amount=30.0, fee_close=fee.return_value, exchange='binance', open_rate=1, max_rate=1, leverage=5.0, ) trade.adjust_stop_loss(trade.open_rate, 0.1, True) assert trade.stop_loss == 0.98 assert trade.stop_loss_pct == -0.1 assert trade.initial_stop_loss == 0.98 assert trade.initial_stop_loss_pct == -0.1 Trade.query.session.add(trade) # Lower stoploss Trade.stoploss_reinitialization(0.15) trades = Trade.get_open_trades() assert len(trades) == 1 trade_adj = trades[0] assert trade_adj.stop_loss == 0.97 assert trade_adj.stop_loss_pct == -0.15 assert trade_adj.initial_stop_loss == 0.97 assert trade_adj.initial_stop_loss_pct == -0.15 # Raise stoploss Trade.stoploss_reinitialization(0.05) trades = Trade.get_open_trades() assert len(trades) == 1 trade_adj = trades[0] assert trade_adj.stop_loss == 0.99 assert trade_adj.stop_loss_pct == -0.05 assert trade_adj.initial_stop_loss == 0.99 assert trade_adj.initial_stop_loss_pct == -0.05 # Trailing stoploss (move stoplos up a bit) trade.adjust_stop_loss(1.02, 0.05) assert trade_adj.stop_loss == 1.0098 assert trade_adj.initial_stop_loss == 0.99 Trade.stoploss_reinitialization(0.05) trades = Trade.get_open_trades() assert len(trades) == 1 trade_adj = trades[0] # Stoploss should not change in this case. assert trade_adj.stop_loss == 1.0098 assert trade_adj.stop_loss_pct == -0.05 assert trade_adj.initial_stop_loss == 0.99 assert trade_adj.initial_stop_loss_pct == -0.05 def test_stoploss_reinitialization_short(default_conf, fee): init_db(default_conf['db_url']) trade = Trade( pair='ADA/USDT', stake_amount=0.001, fee_open=fee.return_value, open_date=arrow.utcnow().shift(hours=-2).datetime, amount=10, fee_close=fee.return_value, exchange='binance', open_rate=1, max_rate=1, is_short=True, leverage=5.0, ) trade.adjust_stop_loss(trade.open_rate, -0.1, True) assert trade.stop_loss == 1.02 assert trade.stop_loss_pct == -0.1 assert trade.initial_stop_loss == 1.02 assert trade.initial_stop_loss_pct == -0.1 Trade.query.session.add(trade) # Lower stoploss Trade.stoploss_reinitialization(-0.15) trades = Trade.get_open_trades() assert len(trades) == 1 trade_adj = trades[0] assert trade_adj.stop_loss == 1.03 assert trade_adj.stop_loss_pct == -0.15 assert trade_adj.initial_stop_loss == 1.03 assert trade_adj.initial_stop_loss_pct == -0.15 # Raise stoploss Trade.stoploss_reinitialization(-0.05) trades = Trade.get_open_trades() assert len(trades) == 1 trade_adj = trades[0] assert trade_adj.stop_loss == 1.01 assert trade_adj.stop_loss_pct == -0.05 assert trade_adj.initial_stop_loss == 1.01 assert trade_adj.initial_stop_loss_pct == -0.05 # Trailing stoploss trade.adjust_stop_loss(0.98, -0.05) assert trade_adj.stop_loss == 0.9898 assert trade_adj.initial_stop_loss == 1.01 Trade.stoploss_reinitialization(-0.05) trades = Trade.get_open_trades() assert len(trades) == 1 trade_adj = trades[0] # Stoploss should not change in this case. assert trade_adj.stop_loss == 0.9898 assert trade_adj.stop_loss_pct == -0.05 assert trade_adj.initial_stop_loss == 1.01 assert trade_adj.initial_stop_loss_pct == -0.05 # Stoploss can't go above liquidation price trade_adj.set_isolated_liq(0.985) trade.adjust_stop_loss(0.9799, -0.05) assert trade_adj.stop_loss == 0.985 assert trade_adj.stop_loss == 0.985 def test_update_fee(fee): trade = Trade( pair='ADA/USDT', stake_amount=30.0, fee_open=fee.return_value, open_date=arrow.utcnow().shift(hours=-2).datetime, amount=30.0, fee_close=fee.return_value, exchange='binance', open_rate=1, max_rate=1, ) fee_cost = 0.15 fee_currency = 'BTC' fee_rate = 0.0075 assert trade.fee_open_currency is None assert not trade.fee_updated('buy') assert not trade.fee_updated('sell') trade.update_fee(fee_cost, fee_currency, fee_rate, 'buy') assert trade.fee_updated('buy') assert not trade.fee_updated('sell') assert trade.fee_open_currency == fee_currency assert trade.fee_open_cost == fee_cost assert trade.fee_open == fee_rate # Setting buy rate should "guess" close rate assert trade.fee_close == fee_rate assert trade.fee_close_currency is None assert trade.fee_close_cost is None fee_rate = 0.0076 trade.update_fee(fee_cost, fee_currency, fee_rate, 'sell') assert trade.fee_updated('buy') assert trade.fee_updated('sell') assert trade.fee_close == 0.0076 assert trade.fee_close_cost == fee_cost assert trade.fee_close == fee_rate def test_fee_updated(fee): trade = Trade( pair='ADA/USDT', stake_amount=30.0, fee_open=fee.return_value, open_date=arrow.utcnow().shift(hours=-2).datetime, amount=30.0, fee_close=fee.return_value, exchange='binance', open_rate=1, max_rate=1, ) assert trade.fee_open_currency is None assert not trade.fee_updated('buy') assert not trade.fee_updated('sell') assert not trade.fee_updated('asdf') trade.update_fee(0.15, 'BTC', 0.0075, 'buy') assert trade.fee_updated('buy') assert not trade.fee_updated('sell') assert trade.fee_open_currency is not None assert trade.fee_close_currency is None trade.update_fee(0.15, 'ABC', 0.0075, 'sell') assert trade.fee_updated('buy') assert trade.fee_updated('sell') assert not trade.fee_updated('asfd') @pytest.mark.usefixtures("init_persistence") @pytest.mark.parametrize('is_short', [True, False]) @pytest.mark.parametrize('use_db', [True, False]) def test_total_open_trades_stakes(fee, is_short, use_db): Trade.use_db = use_db Trade.reset_trades() res = Trade.total_open_trades_stakes() assert res == 0 create_mock_trades(fee, is_short, use_db) res = Trade.total_open_trades_stakes() assert res == 0.004 Trade.use_db = True @pytest.mark.usefixtures("init_persistence") @pytest.mark.parametrize('is_short,result', [ (True, -0.006739127), (False, 0.000739127), (None, -0.005429127), ]) @pytest.mark.parametrize('use_db', [True, False]) def test_get_total_closed_profit(fee, use_db, is_short, result): Trade.use_db = use_db Trade.reset_trades() res = Trade.get_total_closed_profit() assert res == 0 create_mock_trades(fee, is_short, use_db) res = Trade.get_total_closed_profit() assert pytest.approx(res) == result Trade.use_db = True @pytest.mark.usefixtures("init_persistence") @pytest.mark.parametrize('is_short', [True, False]) @pytest.mark.parametrize('use_db', [True, False]) def test_get_trades_proxy(fee, use_db, is_short): Trade.use_db = use_db Trade.reset_trades() create_mock_trades(fee, is_short, use_db) trades = Trade.get_trades_proxy() assert len(trades) == 6 assert isinstance(trades[0], Trade) trades = Trade.get_trades_proxy(is_open=True) assert len(trades) == 4 assert trades[0].is_open trades = Trade.get_trades_proxy(is_open=False) assert len(trades) == 2 assert not trades[0].is_open opendate = datetime.now(tz=timezone.utc) - timedelta(minutes=15) assert len(Trade.get_trades_proxy(open_date=opendate)) == 3 Trade.use_db = True def test_get_trades_backtest(): Trade.use_db = False with pytest.raises(NotImplementedError, match=r"`Trade.get_trades\(\)` not .*"): Trade.get_trades([]) Trade.use_db = True @pytest.mark.usefixtures("init_persistence") # @pytest.mark.parametrize('is_short', [True, False]) def test_get_overall_performance(fee): create_mock_trades(fee, False) res = Trade.get_overall_performance() assert len(res) == 2 assert 'pair' in res[0] assert 'profit' in res[0] assert 'count' in res[0] @pytest.mark.usefixtures("init_persistence") @pytest.mark.parametrize('is_short,pair,profit', [ (True, 'ETC/BTC', -0.005), (False, 'XRP/BTC', 0.01), (None, 'XRP/BTC', 0.01), ]) def test_get_best_pair(fee, is_short, pair, profit): res = Trade.get_best_pair() assert res is None create_mock_trades(fee, is_short) res = Trade.get_best_pair() assert len(res) == 2 assert res[0] == pair assert res[1] == profit @pytest.mark.usefixtures("init_persistence") def test_get_best_pair_lev(fee): res = Trade.get_best_pair() assert res is None create_mock_trades_with_leverage(fee) res = Trade.get_best_pair() assert len(res) == 2 assert res[0] == 'DOGE/BTC' assert res[1] == 0.1713156134055116 @pytest.mark.usefixtures("init_persistence") @pytest.mark.parametrize('is_short', [True, False]) def test_get_exit_order_count(fee, is_short): create_mock_trades(fee, is_short=is_short) trade = Trade.get_trades([Trade.pair == 'ETC/BTC']).first() assert trade.get_exit_order_count() == 1 @pytest.mark.usefixtures("init_persistence") def test_update_order_from_ccxt(caplog): # Most basic order return (only has orderid) o = Order.parse_from_ccxt_object({'id': '1234'}, 'ADA/USDT', 'buy') assert isinstance(o, Order) assert o.ft_pair == 'ADA/USDT' assert o.ft_order_side == 'buy' assert o.order_id == '1234' assert o.ft_is_open ccxt_order = { 'id': '1234', 'side': 'buy', 'symbol': 'ADA/USDT', 'type': 'limit', 'price': 1234.5, 'amount': 20.0, 'filled': 9, 'remaining': 11, 'status': 'open', 'timestamp': 1599394315123 } o = Order.parse_from_ccxt_object(ccxt_order, 'ADA/USDT', 'buy') assert isinstance(o, Order) assert o.ft_pair == 'ADA/USDT' assert o.ft_order_side == 'buy' assert o.order_id == '1234' assert o.order_type == 'limit' assert o.price == 1234.5 assert o.filled == 9 assert o.remaining == 11 assert o.order_date is not None assert o.ft_is_open assert o.order_filled_date is None # Order is unfilled, "filled" not set # https://github.com/freqtrade/freqtrade/issues/5404 ccxt_order.update({'filled': None, 'remaining': 20.0, 'status': 'canceled'}) o.update_from_ccxt_object(ccxt_order) # Order has been closed ccxt_order.update({'filled': 20.0, 'remaining': 0.0, 'status': 'closed'}) o.update_from_ccxt_object(ccxt_order) assert o.filled == 20.0 assert o.remaining == 0.0 assert not o.ft_is_open assert o.order_filled_date is not None ccxt_order.update({'id': 'somethingelse'}) with pytest.raises(DependencyException, match=r"Order-id's don't match"): o.update_from_ccxt_object(ccxt_order) message = "aaaa is not a valid response object." assert not log_has(message, caplog) Order.update_orders([o], 'aaaa') assert log_has(message, caplog) # Call regular update - shouldn't fail. Order.update_orders([o], {'id': '1234'}) @pytest.mark.usefixtures("init_persistence") @pytest.mark.parametrize('is_short', [True, False]) def test_select_order(fee, is_short): create_mock_trades(fee, is_short) trades = Trade.get_trades().all() # Open buy order, no sell order order = trades[0].select_order(trades[0].entry_side, True) assert order is None order = trades[0].select_order(trades[0].entry_side, False) assert order is not None order = trades[0].select_order(trades[0].exit_side, None) assert order is None # closed buy order, and open sell order order = trades[1].select_order(trades[1].entry_side, True) assert order is None order = trades[1].select_order(trades[1].entry_side, False) assert order is not None order = trades[1].select_order(trades[1].entry_side, None) assert order is not None order = trades[1].select_order(trades[1].exit_side, True) assert order is None order = trades[1].select_order(trades[1].exit_side, False) assert order is not None # Has open buy order order = trades[3].select_order(trades[3].entry_side, True) assert order is not None order = trades[3].select_order(trades[3].entry_side, False) assert order is None # Open sell order order = trades[4].select_order(trades[4].entry_side, True) assert order is None order = trades[4].select_order(trades[4].entry_side, False) assert order is not None trades[4].orders[1].ft_order_side = trades[4].exit_side order = trades[4].select_order(trades[4].exit_side, True) assert order is not None trades[4].orders[1].ft_order_side = 'stoploss' order = trades[4].select_order('stoploss', None) assert order is not None assert order.ft_order_side == 'stoploss' def test_Trade_object_idem(): assert issubclass(Trade, LocalTrade) trade = vars(Trade) localtrade = vars(LocalTrade) excludes = ( 'delete', 'session', 'commit', 'query', 'open_date', 'get_best_pair', 'get_overall_performance', 'get_total_closed_profit', 'total_open_trades_stakes', 'get_closed_trades_without_assigned_fees', 'get_open_trades_without_assigned_fees', 'get_open_order_trades', 'get_trades', 'get_exit_reason_performance', 'get_enter_tag_performance', 'get_mix_tag_performance', ) # Parent (LocalTrade) should have the same attributes for item in trade: # Exclude private attributes and open_date (as it's not assigned a default) if (not item.startswith('_') and item not in excludes): assert item in localtrade # Fails if only a column is added without corresponding parent field for item in localtrade: if (not item.startswith('__') and item not in ('trades', 'trades_open', 'total_profit') and type(getattr(LocalTrade, item)) not in (property, FunctionType)): assert item in trade def test_recalc_trade_from_orders(fee): o1_amount = 100 o1_rate = 1 o1_cost = o1_amount * o1_rate o1_fee_cost = o1_cost * fee.return_value o1_trade_val = o1_cost + o1_fee_cost trade = Trade( pair='ADA/USDT', stake_amount=o1_cost, open_date=arrow.utcnow().shift(hours=-2).datetime, amount=o1_amount, fee_open=fee.return_value, fee_close=fee.return_value, exchange='binance', open_rate=o1_rate, max_rate=o1_rate, leverage=1, ) assert fee.return_value == 0.0025 assert trade._calc_open_trade_value() == o1_trade_val assert trade.amount == o1_amount assert trade.stake_amount == o1_cost assert trade.open_rate == o1_rate assert trade.open_trade_value == o1_trade_val # Calling without orders should not throw exceptions and change nothing trade.recalc_trade_from_orders() assert trade.amount == o1_amount assert trade.stake_amount == o1_cost assert trade.open_rate == o1_rate assert trade.open_trade_value == o1_trade_val trade.update_fee(o1_fee_cost, 'BNB', fee.return_value, 'buy') assert len(trade.orders) == 0 # Check with 1 order order1 = Order( ft_order_side='buy', ft_pair=trade.pair, ft_is_open=False, status="closed", symbol=trade.pair, order_type="market", side="buy", price=o1_rate, average=o1_rate, filled=o1_amount, remaining=0, cost=o1_amount, order_date=trade.open_date, order_filled_date=trade.open_date, ) trade.orders.append(order1) trade.recalc_trade_from_orders() # Calling recalc with single initial order should not change anything assert trade.amount == o1_amount assert trade.stake_amount == o1_amount assert trade.open_rate == o1_rate assert trade.fee_open_cost == o1_fee_cost assert trade.open_trade_value == o1_trade_val # One additional adjustment / DCA order o2_amount = 125 o2_rate = 0.9 o2_cost = o2_amount * o2_rate o2_fee_cost = o2_cost * fee.return_value o2_trade_val = o2_cost + o2_fee_cost order2 = Order( ft_order_side='buy', ft_pair=trade.pair, ft_is_open=False, status="closed", symbol=trade.pair, order_type="market", side="buy", price=o2_rate, average=o2_rate, filled=o2_amount, remaining=0, cost=o2_cost, order_date=arrow.utcnow().shift(hours=-1).datetime, order_filled_date=arrow.utcnow().shift(hours=-1).datetime, ) trade.orders.append(order2) trade.recalc_trade_from_orders() # Validate that the trade now has new averaged open price and total values avg_price = (o1_cost + o2_cost) / (o1_amount + o2_amount) assert trade.amount == o1_amount + o2_amount assert trade.stake_amount == o1_amount + o2_cost assert trade.open_rate == avg_price assert trade.fee_open_cost == o1_fee_cost + o2_fee_cost assert trade.open_trade_value == o1_trade_val + o2_trade_val # Let's try with multiple additional orders o3_amount = 150 o3_rate = 0.85 o3_cost = o3_amount * o3_rate o3_fee_cost = o3_cost * fee.return_value o3_trade_val = o3_cost + o3_fee_cost order3 = Order( ft_order_side='buy', ft_pair=trade.pair, ft_is_open=False, status="closed", symbol=trade.pair, order_type="market", side="buy", price=o3_rate, average=o3_rate, filled=o3_amount, remaining=0, cost=o3_cost, order_date=arrow.utcnow().shift(hours=-1).datetime, order_filled_date=arrow.utcnow().shift(hours=-1).datetime, ) trade.orders.append(order3) trade.recalc_trade_from_orders() # Validate that the sum is still correct and open rate is averaged avg_price = (o1_cost + o2_cost + o3_cost) / (o1_amount + o2_amount + o3_amount) assert trade.amount == o1_amount + o2_amount + o3_amount assert trade.stake_amount == o1_cost + o2_cost + o3_cost assert trade.open_rate == avg_price assert pytest.approx(trade.fee_open_cost) == o1_fee_cost + o2_fee_cost + o3_fee_cost assert pytest.approx(trade.open_trade_value) == o1_trade_val + o2_trade_val + o3_trade_val # Just to make sure sell orders are ignored, let's calculate one more time. sell1 = Order( ft_order_side='sell', ft_pair=trade.pair, ft_is_open=False, status="closed", symbol=trade.pair, order_type="market", side="sell", price=avg_price + 0.95, average=avg_price + 0.95, filled=o1_amount + o2_amount + o3_amount, remaining=0, cost=o1_cost + o2_cost + o3_cost, order_date=trade.open_date, order_filled_date=trade.open_date, ) trade.orders.append(sell1) trade.recalc_trade_from_orders() assert trade.amount == o1_amount + o2_amount + o3_amount assert trade.stake_amount == o1_cost + o2_cost + o3_cost assert trade.open_rate == avg_price assert pytest.approx(trade.fee_open_cost) == o1_fee_cost + o2_fee_cost + o3_fee_cost assert pytest.approx(trade.open_trade_value) == o1_trade_val + o2_trade_val + o3_trade_val @pytest.mark.parametrize('is_short', [True, False]) def test_recalc_trade_from_orders_ignores_bad_orders(fee, is_short): o1_amount = 100 o1_rate = 1 o1_cost = o1_amount * o1_rate o1_fee_cost = o1_cost * fee.return_value o1_trade_val = o1_cost - o1_fee_cost if is_short else o1_cost + o1_fee_cost entry_side = "sell" if is_short else "buy" exit_side = "buy" if is_short else "sell" trade = Trade( pair='ADA/USDT', stake_amount=o1_cost, open_date=arrow.utcnow().shift(hours=-2).datetime, amount=o1_amount, fee_open=fee.return_value, fee_close=fee.return_value, exchange='binance', open_rate=o1_rate, max_rate=o1_rate, is_short=is_short, leverage=1.0, ) trade.update_fee(o1_fee_cost, 'BNB', fee.return_value, entry_side) # Check with 1 order order1 = Order( ft_order_side=entry_side, ft_pair=trade.pair, ft_is_open=False, status="closed", symbol=trade.pair, order_type="market", side=entry_side, price=o1_rate, average=o1_rate, filled=o1_amount, remaining=0, cost=o1_amount, order_date=trade.open_date, order_filled_date=trade.open_date, ) trade.orders.append(order1) trade.recalc_trade_from_orders() # Calling recalc with single initial order should not change anything assert trade.amount == o1_amount assert trade.stake_amount == o1_amount assert trade.open_rate == o1_rate assert trade.fee_open_cost == o1_fee_cost assert trade.open_trade_value == o1_trade_val assert trade.nr_of_successful_entries == 1 order2 = Order( ft_order_side=entry_side, ft_pair=trade.pair, ft_is_open=True, status="open", symbol=trade.pair, order_type="market", side=entry_side, price=o1_rate, average=o1_rate, filled=o1_amount, remaining=0, cost=o1_cost, order_date=arrow.utcnow().shift(hours=-1).datetime, order_filled_date=arrow.utcnow().shift(hours=-1).datetime, ) trade.orders.append(order2) trade.recalc_trade_from_orders() # Validate that the trade values have not been changed assert trade.amount == o1_amount assert trade.stake_amount == o1_amount assert trade.open_rate == o1_rate assert trade.fee_open_cost == o1_fee_cost assert trade.open_trade_value == o1_trade_val assert trade.nr_of_successful_entries == 1 # Let's try with some other orders order3 = Order( ft_order_side=entry_side, ft_pair=trade.pair, ft_is_open=False, status="cancelled", symbol=trade.pair, order_type="market", side=entry_side, price=1, average=2, filled=0, remaining=4, cost=5, order_date=arrow.utcnow().shift(hours=-1).datetime, order_filled_date=arrow.utcnow().shift(hours=-1).datetime, ) trade.orders.append(order3) trade.recalc_trade_from_orders() # Validate that the order values still are ignoring orders 2 and 3 assert trade.amount == o1_amount assert trade.stake_amount == o1_amount assert trade.open_rate == o1_rate assert trade.fee_open_cost == o1_fee_cost assert trade.open_trade_value == o1_trade_val assert trade.nr_of_successful_entries == 1 order4 = Order( ft_order_side=entry_side, ft_pair=trade.pair, ft_is_open=False, status="closed", symbol=trade.pair, order_type="market", side=entry_side, price=o1_rate, average=o1_rate, filled=o1_amount, remaining=0, cost=o1_cost, order_date=arrow.utcnow().shift(hours=-1).datetime, order_filled_date=arrow.utcnow().shift(hours=-1).datetime, ) trade.orders.append(order4) trade.recalc_trade_from_orders() # Validate that the trade values have been changed assert trade.amount == 2 * o1_amount assert trade.stake_amount == 2 * o1_amount assert trade.open_rate == o1_rate assert trade.fee_open_cost == 2 * o1_fee_cost assert trade.open_trade_value == 2 * o1_trade_val assert trade.nr_of_successful_entries == 2 # Just to make sure exit orders are ignored, let's calculate one more time. sell1 = Order( ft_order_side=exit_side, ft_pair=trade.pair, ft_is_open=False, status="closed", symbol=trade.pair, order_type="market", side=exit_side, price=4, average=3, filled=2, remaining=1, cost=5, order_date=trade.open_date, order_filled_date=trade.open_date, ) trade.orders.append(sell1) trade.recalc_trade_from_orders() assert trade.amount == 2 * o1_amount assert trade.stake_amount == 2 * o1_amount assert trade.open_rate == o1_rate assert trade.fee_open_cost == 2 * o1_fee_cost assert trade.open_trade_value == 2 * o1_trade_val assert trade.nr_of_successful_entries == 2 # Check with 1 order order_noavg = Order( ft_order_side=entry_side, ft_pair=trade.pair, ft_is_open=False, status="closed", symbol=trade.pair, order_type="market", side=entry_side, price=o1_rate, average=None, filled=o1_amount, remaining=0, cost=o1_amount, order_date=trade.open_date, order_filled_date=trade.open_date, ) trade.orders.append(order_noavg) trade.recalc_trade_from_orders() # Calling recalc with single initial order should not change anything assert trade.amount == 3 * o1_amount assert trade.stake_amount == 3 * o1_amount assert trade.open_rate == o1_rate assert trade.fee_open_cost == 3 * o1_fee_cost assert trade.open_trade_value == 3 * o1_trade_val assert trade.nr_of_successful_entries == 3 @pytest.mark.usefixtures("init_persistence") def test_select_filled_orders(fee): create_mock_trades(fee) trades = Trade.get_trades().all() # Closed buy order, no sell order orders = trades[0].select_filled_orders('buy') assert orders is not None assert len(orders) == 1 order = orders[0] assert order.amount > 0 assert order.filled > 0 assert order.side == 'buy' assert order.ft_order_side == 'buy' assert order.status == 'closed' orders = trades[0].select_filled_orders('sell') assert orders is not None assert len(orders) == 0 # closed buy order, and closed sell order orders = trades[1].select_filled_orders('buy') assert orders is not None assert len(orders) == 1 orders = trades[1].select_filled_orders('sell') assert orders is not None assert len(orders) == 1 # Has open buy order orders = trades[3].select_filled_orders('buy') assert orders is not None assert len(orders) == 0 orders = trades[3].select_filled_orders('sell') assert orders is not None assert len(orders) == 0 # Open sell order orders = trades[4].select_filled_orders('buy') assert orders is not None assert len(orders) == 1 orders = trades[4].select_filled_orders('sell') assert orders is not None assert len(orders) == 0