stable/tests/pairlist/test_pairlist.py

196 lines
8.9 KiB
Python

# pragma pylint: disable=missing-docstring,C0103,protected-access
from unittest.mock import MagicMock, PropertyMock
import pytest
from freqtrade import OperationalException
from freqtrade.constants import AVAILABLE_PAIRLISTS
from freqtrade.resolvers import PairListResolver
from tests.conftest import get_patched_freqtradebot, log_has_re
# whitelist, blacklist
@pytest.fixture(scope="function")
def whitelist_conf(default_conf):
default_conf['stake_currency'] = 'BTC'
default_conf['exchange']['pair_whitelist'] = [
'ETH/BTC',
'TKN/BTC',
'TRST/BTC',
'SWT/BTC',
'BCC/BTC'
]
default_conf['exchange']['pair_blacklist'] = [
'BLK/BTC'
]
default_conf['pairlist'] = {'method': 'StaticPairList',
'config': {'number_assets': 5},
'filters': {},
}
return default_conf
def test_load_pairlist_noexist(mocker, markets, default_conf):
freqtradebot = get_patched_freqtradebot(mocker, default_conf)
mocker.patch('freqtrade.exchange.Exchange.markets', PropertyMock(return_value=markets))
with pytest.raises(OperationalException,
match=r"Impossible to load Pairlist 'NonexistingPairList'. "
r"This class does not exist or contains Python code errors."):
PairListResolver('NonexistingPairList', freqtradebot, default_conf).pairlist
def test_refresh_market_pair_not_in_whitelist(mocker, markets, whitelist_conf):
freqtradebot = get_patched_freqtradebot(mocker, whitelist_conf)
mocker.patch('freqtrade.exchange.Exchange.markets', PropertyMock(return_value=markets))
freqtradebot.pairlists.refresh_pairlist()
# List ordered by BaseVolume
whitelist = ['ETH/BTC', 'TKN/BTC']
# Ensure all except those in whitelist are removed
assert set(whitelist) == set(freqtradebot.pairlists.whitelist)
# Ensure config dict hasn't been changed
assert (whitelist_conf['exchange']['pair_whitelist'] ==
freqtradebot.config['exchange']['pair_whitelist'])
def test_refresh_pairlists(mocker, markets, whitelist_conf):
freqtradebot = get_patched_freqtradebot(mocker, whitelist_conf)
mocker.patch('freqtrade.exchange.Exchange.markets', PropertyMock(return_value=markets))
freqtradebot.pairlists.refresh_pairlist()
# List ordered by BaseVolume
whitelist = ['ETH/BTC', 'TKN/BTC']
# Ensure all except those in whitelist are removed
assert set(whitelist) == set(freqtradebot.pairlists.whitelist)
assert whitelist_conf['exchange']['pair_blacklist'] == freqtradebot.pairlists.blacklist
def test_refresh_pairlist_dynamic(mocker, shitcoinmarkets, tickers, whitelist_conf):
whitelist_conf['pairlist'] = {'method': 'VolumePairList',
'config': {'number_assets': 5,
'precision_filter': False}
}
mocker.patch.multiple(
'freqtrade.exchange.Exchange',
get_tickers=tickers,
exchange_has=MagicMock(return_value=True)
)
freqtradebot = get_patched_freqtradebot(mocker, whitelist_conf)
# Remock markets with shitcoinmarkets since get_patched_freqtradebot uses the markets fixture
mocker.patch.multiple(
'freqtrade.exchange.Exchange',
markets=PropertyMock(return_value=shitcoinmarkets),
)
# argument: use the whitelist dynamically by exchange-volume
whitelist = ['ETH/BTC', 'TKN/BTC', 'LTC/BTC', 'HOT/BTC', 'FUEL/BTC']
freqtradebot.pairlists.refresh_pairlist()
assert whitelist == freqtradebot.pairlists.whitelist
whitelist_conf['pairlist'] = {'method': 'VolumePairList',
'config': {}
}
with pytest.raises(OperationalException,
match=r'`number_assets` not specified. Please check your configuration '
r'for "pairlist.config.number_assets"'):
PairListResolver('VolumePairList', freqtradebot, whitelist_conf).pairlist
def test_VolumePairList_refresh_empty(mocker, markets_empty, whitelist_conf):
freqtradebot = get_patched_freqtradebot(mocker, whitelist_conf)
mocker.patch('freqtrade.exchange.Exchange.markets', PropertyMock(return_value=markets_empty))
# argument: use the whitelist dynamically by exchange-volume
whitelist = []
whitelist_conf['exchange']['pair_whitelist'] = []
freqtradebot.pairlists.refresh_pairlist()
pairslist = whitelist_conf['exchange']['pair_whitelist']
assert set(whitelist) == set(pairslist)
@pytest.mark.parametrize("filters,base_currency,key,whitelist_result", [
({}, "BTC", "quoteVolume", ['ETH/BTC', 'TKN/BTC', 'LTC/BTC', 'HOT/BTC', 'FUEL/BTC']),
({}, "BTC", "bidVolume", ['LTC/BTC', 'TKN/BTC', 'ETH/BTC', 'HOT/BTC', 'FUEL/BTC']),
({}, "USDT", "quoteVolume", ['ETH/USDT']),
({}, "ETH", "quoteVolume", []),
({"PrecisionFilter": {}}, "BTC", "quoteVolume", ["LTC/BTC", "ETH/BTC", "TKN/BTC", 'FUEL/BTC']),
({"PrecisionFilter": {}}, "BTC", "bidVolume", ["LTC/BTC", "TKN/BTC", "ETH/BTC", 'FUEL/BTC']),
({"LowPriceFilter": {"low_price_percent": 0.03}}, "BTC",
"bidVolume", ['LTC/BTC', 'TKN/BTC', 'ETH/BTC', 'FUEL/BTC']),
# Hot is removed by precision_filter, Fuel by low_price_filter.
({"PrecisionFilter": {}, "LowPriceFilter": {"low_price_percent": 0.02}},
"BTC", "bidVolume", ['LTC/BTC', 'TKN/BTC', 'ETH/BTC']),
])
def test_VolumePairList_whitelist_gen(mocker, whitelist_conf, shitcoinmarkets, tickers,
filters, base_currency, key, whitelist_result,
caplog) -> None:
whitelist_conf['pairlist']['method'] = 'VolumePairList'
whitelist_conf['pairlist']['filters'] = filters
mocker.patch('freqtrade.exchange.Exchange.exchange_has', MagicMock(return_value=True))
freqtrade = get_patched_freqtradebot(mocker, whitelist_conf)
mocker.patch('freqtrade.exchange.Exchange.markets', PropertyMock(return_value=shitcoinmarkets))
mocker.patch('freqtrade.exchange.Exchange.get_tickers', tickers)
freqtrade.config['stake_currency'] = base_currency
whitelist = freqtrade.pairlists._gen_pair_whitelist(base_currency=base_currency, key=key)
assert sorted(whitelist) == sorted(whitelist_result)
if 'PrecisionFilter' in filters:
assert log_has_re(r'^Removed .* from whitelist, because stop price .* '
r'would be <= stop limit.*', caplog)
if 'LowPriceFilter' in filters:
assert log_has_re(r'^Removed .* from whitelist, because 1 unit is .*%$', caplog)
def test_gen_pair_whitelist_not_supported(mocker, default_conf, tickers) -> None:
default_conf['pairlist'] = {'method': 'VolumePairList',
'config': {'number_assets': 10}
}
mocker.patch('freqtrade.exchange.Exchange.get_tickers', tickers)
mocker.patch('freqtrade.exchange.Exchange.exchange_has', MagicMock(return_value=False))
with pytest.raises(OperationalException):
get_patched_freqtradebot(mocker, default_conf)
@pytest.mark.parametrize("pairlist", AVAILABLE_PAIRLISTS)
def test_pairlist_class(mocker, whitelist_conf, markets, pairlist):
whitelist_conf['pairlist']['method'] = pairlist
mocker.patch('freqtrade.exchange.Exchange.markets', PropertyMock(return_value=markets))
mocker.patch('freqtrade.exchange.Exchange.exchange_has', MagicMock(return_value=True))
freqtrade = get_patched_freqtradebot(mocker, whitelist_conf)
assert freqtrade.pairlists.name == pairlist
assert pairlist in freqtrade.pairlists.short_desc()
assert isinstance(freqtrade.pairlists.whitelist, list)
assert isinstance(freqtrade.pairlists.blacklist, list)
@pytest.mark.parametrize("pairlist", AVAILABLE_PAIRLISTS)
@pytest.mark.parametrize("whitelist,log_message", [
(['ETH/BTC', 'TKN/BTC'], ""),
(['ETH/BTC', 'TKN/BTC', 'TRX/ETH'], "is not compatible with exchange"), # TRX/ETH wrong stake
(['ETH/BTC', 'TKN/BTC', 'BCH/BTC'], "is not compatible with exchange"), # BCH/BTC not available
(['ETH/BTC', 'TKN/BTC', 'BLK/BTC'], "is not compatible with exchange"), # BLK/BTC in blacklist
(['ETH/BTC', 'TKN/BTC', 'BTT/BTC'], "Market is not active") # BTT/BTC is inactive
])
def test__whitelist_for_active_markets(mocker, whitelist_conf, markets, pairlist, whitelist, caplog,
log_message):
whitelist_conf['pairlist']['method'] = pairlist
mocker.patch('freqtrade.exchange.Exchange.markets', PropertyMock(return_value=markets))
mocker.patch('freqtrade.exchange.Exchange.exchange_has', MagicMock(return_value=True))
freqtrade = get_patched_freqtradebot(mocker, whitelist_conf)
caplog.clear()
new_whitelist = freqtrade.pairlists._whitelist_for_active_markets(whitelist)
assert set(new_whitelist) == set(['ETH/BTC', 'TKN/BTC'])
assert log_message in caplog.text