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merged with feat/short

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This commit is contained in:
Sam Germain
2021-09-19 17:02:09 -06:00
parent ddc203ca69
commit 60a678fea7
52 changed files with 3356 additions and 663 deletions
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53
tests/conftest.py
View File

@@ -18,7 +18,7 @@ from freqtrade import constants
from freqtrade.commands import Arguments
from freqtrade.data.converter import ohlcv_to_dataframe
from freqtrade.edge import Edge, PairInfo
from freqtrade.enums import RunMode
from freqtrade.enums import Collateral, RunMode, TradingMode
from freqtrade.exchange import Exchange
from freqtrade.freqtradebot import FreqtradeBot
from freqtrade.persistence import LocalTrade, Trade, init_db
@@ -81,7 +81,13 @@ def patched_configuration_load_config_file(mocker, config) -> None:
)
def patch_exchange(mocker, api_mock=None, id='binance', mock_markets=True) -> None:
def patch_exchange(
mocker,
api_mock=None,
id='binance',
mock_markets=True,
mock_supported_modes=True
) -> None:
mocker.patch('freqtrade.exchange.Exchange._load_async_markets', MagicMock(return_value={}))
mocker.patch('freqtrade.exchange.Exchange.validate_pairs', MagicMock())
mocker.patch('freqtrade.exchange.Exchange.validate_timeframes', MagicMock())
@@ -90,10 +96,22 @@ def patch_exchange(mocker, api_mock=None, id='binance', mock_markets=True) -> No
mocker.patch('freqtrade.exchange.Exchange.id', PropertyMock(return_value=id))
mocker.patch('freqtrade.exchange.Exchange.name', PropertyMock(return_value=id.title()))
mocker.patch('freqtrade.exchange.Exchange.precisionMode', PropertyMock(return_value=2))
if mock_markets:
mocker.patch('freqtrade.exchange.Exchange.markets',
PropertyMock(return_value=get_markets()))
if mock_supported_modes:
mocker.patch(
f'freqtrade.exchange.{id.capitalize()}._supported_trading_mode_collateral_pairs',
PropertyMock(return_value=[
(TradingMode.MARGIN, Collateral.CROSS),
(TradingMode.MARGIN, Collateral.ISOLATED),
(TradingMode.FUTURES, Collateral.CROSS),
(TradingMode.FUTURES, Collateral.ISOLATED)
])
)
if api_mock:
mocker.patch('freqtrade.exchange.Exchange._init_ccxt', MagicMock(return_value=api_mock))
else:
@@ -101,8 +119,8 @@ def patch_exchange(mocker, api_mock=None, id='binance', mock_markets=True) -> No
def get_patched_exchange(mocker, config, api_mock=None, id='binance',
mock_markets=True) -> Exchange:
patch_exchange(mocker, api_mock, id, mock_markets)
mock_markets=True, mock_supported_modes=True) -> Exchange:
patch_exchange(mocker, api_mock, id, mock_markets, mock_supported_modes)
config['exchange']['name'] = id
try:
exchange = ExchangeResolver.load_exchange(id, config)
@@ -442,7 +460,10 @@ def get_markets():
'max': 500000,
},
},
'info': {},
'info': {
'leverage_buy': ['2'],
'leverage_sell': ['2'],
},
},
'TKN/BTC': {
'id': 'tknbtc',
@@ -468,7 +489,10 @@ def get_markets():
'max': 500000,
},
},
'info': {},
'info': {
'leverage_buy': ['2', '3', '4', '5'],
'leverage_sell': ['2', '3', '4', '5'],
},
},
'BLK/BTC': {
'id': 'blkbtc',
@@ -493,7 +517,10 @@ def get_markets():
'max': 500000,
},
},
'info': {},
'info': {
'leverage_buy': ['2', '3'],
'leverage_sell': ['2', '3'],
},
},
'LTC/BTC': {
'id': 'ltcbtc',
@@ -518,7 +545,10 @@ def get_markets():
'max': 500000,
},
},
'info': {},
'info': {
'leverage_buy': [],
'leverage_sell': [],
},
},
'XRP/BTC': {
'id': 'xrpbtc',
@@ -596,7 +626,10 @@ def get_markets():
'max': None
}
},
'info': {},
'info': {
'leverage_buy': [],
'leverage_sell': [],
},
},
'ETH/USDT': {
'id': 'USDT-ETH',
@@ -712,6 +745,8 @@ def get_markets():
'max': None
}
},
'info': {
}
},
}

286
tests/exchange/test_binance.py
View File

@@ -1,21 +1,31 @@
from datetime import datetime, timezone
from random import randint
from unittest.mock import MagicMock
from unittest.mock import MagicMock, PropertyMock
import ccxt
import pytest
from freqtrade.enums import Collateral, TradingMode
from freqtrade.exceptions import DependencyException, InvalidOrderException, OperationalException
from tests.conftest import get_mock_coro, get_patched_exchange, log_has_re
from tests.exchange.test_exchange import ccxt_exceptionhandlers
@pytest.mark.parametrize('limitratio,expected', [
(None, 220 * 0.99),
(0.99, 220 * 0.99),
(0.98, 220 * 0.98),
@pytest.mark.parametrize('limitratio,expected,side', [
(None, 220 * 0.99, "sell"),
(0.99, 220 * 0.99, "sell"),
(0.98, 220 * 0.98, "sell"),
(None, 220 * 1.01, "buy"),
(0.99, 220 * 1.01, "buy"),
(0.98, 220 * 1.02, "buy"),
])
def test_stoploss_order_binance(default_conf, mocker, limitratio, expected):
def test_stoploss_order_binance(
default_conf,
mocker,
limitratio,
expected,
side
):
api_mock = MagicMock()
order_id = 'test_prod_buy_{}'.format(randint(0, 10 ** 6))
order_type = 'stop_loss_limit'
@@ -33,19 +43,32 @@ def test_stoploss_order_binance(default_conf, mocker, limitratio, expected):
exchange = get_patched_exchange(mocker, default_conf, api_mock, 'binance')
with pytest.raises(OperationalException):
order = exchange.stoploss(pair='ETH/BTC', amount=1, stop_price=190,
order_types={'stoploss_on_exchange_limit_ratio': 1.05})
order = exchange.stoploss(
pair='ETH/BTC',
amount=1,
stop_price=190,
side=side,
order_types={'stoploss_on_exchange_limit_ratio': 1.05},
leverage=1.0
)
api_mock.create_order.reset_mock()
order_types = {} if limitratio is None else {'stoploss_on_exchange_limit_ratio': limitratio}
order = exchange.stoploss(pair='ETH/BTC', amount=1, stop_price=220, order_types=order_types)
order = exchange.stoploss(
pair='ETH/BTC',
amount=1,
stop_price=220,
order_types=order_types,
side=side,
leverage=1.0
)
assert 'id' in order
assert 'info' in order
assert order['id'] == order_id
assert api_mock.create_order.call_args_list[0][1]['symbol'] == 'ETH/BTC'
assert api_mock.create_order.call_args_list[0][1]['type'] == order_type
assert api_mock.create_order.call_args_list[0][1]['side'] == 'sell'
assert api_mock.create_order.call_args_list[0][1]['side'] == side
assert api_mock.create_order.call_args_list[0][1]['amount'] == 1
# Price should be 1% below stopprice
assert api_mock.create_order.call_args_list[0][1]['price'] == expected
@@ -55,17 +78,31 @@ def test_stoploss_order_binance(default_conf, mocker, limitratio, expected):
with pytest.raises(DependencyException):
api_mock.create_order = MagicMock(side_effect=ccxt.InsufficientFunds("0 balance"))
exchange = get_patched_exchange(mocker, default_conf, api_mock, 'binance')
exchange.stoploss(pair='ETH/BTC', amount=1, stop_price=220, order_types={})
exchange.stoploss(
pair='ETH/BTC',
amount=1,
stop_price=220,
order_types={},
side=side,
leverage=1.0)
with pytest.raises(InvalidOrderException):
api_mock.create_order = MagicMock(
side_effect=ccxt.InvalidOrder("binance Order would trigger immediately."))
exchange = get_patched_exchange(mocker, default_conf, api_mock, 'binance')
exchange.stoploss(pair='ETH/BTC', amount=1, stop_price=220, order_types={})
exchange.stoploss(
pair='ETH/BTC',
amount=1,
stop_price=220,
order_types={},
side=side,
leverage=1.0
)
ccxt_exceptionhandlers(mocker, default_conf, api_mock, "binance",
"stoploss", "create_order", retries=1,
pair='ETH/BTC', amount=1, stop_price=220, order_types={})
pair='ETH/BTC', amount=1, stop_price=220, order_types={},
side=side, leverage=1.0)
def test_stoploss_order_dry_run_binance(default_conf, mocker):
@@ -78,12 +115,25 @@ def test_stoploss_order_dry_run_binance(default_conf, mocker):
exchange = get_patched_exchange(mocker, default_conf, api_mock, 'binance')
with pytest.raises(OperationalException):
order = exchange.stoploss(pair='ETH/BTC', amount=1, stop_price=190,
order_types={'stoploss_on_exchange_limit_ratio': 1.05})
order = exchange.stoploss(
pair='ETH/BTC',
amount=1,
stop_price=190,
side="sell",
order_types={'stoploss_on_exchange_limit_ratio': 1.05},
leverage=1.0
)
api_mock.create_order.reset_mock()
order = exchange.stoploss(pair='ETH/BTC', amount=1, stop_price=220, order_types={})
order = exchange.stoploss(
pair='ETH/BTC',
amount=1,
stop_price=220,
order_types={},
side="sell",
leverage=1.0
)
assert 'id' in order
assert 'info' in order
@@ -94,18 +144,202 @@ def test_stoploss_order_dry_run_binance(default_conf, mocker):
assert order['amount'] == 1
def test_stoploss_adjust_binance(mocker, default_conf):
@pytest.mark.parametrize('sl1,sl2,sl3,side', [
(1501, 1499, 1501, "sell"),
(1499, 1501, 1499, "buy")
])
def test_stoploss_adjust_binance(mocker, default_conf, sl1, sl2, sl3, side):
exchange = get_patched_exchange(mocker, default_conf, id='binance')
order = {
'type': 'stop_loss_limit',
'price': 1500,
'info': {'stopPrice': 1500},
}
assert exchange.stoploss_adjust(1501, order)
assert not exchange.stoploss_adjust(1499, order)
assert exchange.stoploss_adjust(sl1, order, side=side)
assert not exchange.stoploss_adjust(sl2, order, side=side)
# Test with invalid order case
order['type'] = 'stop_loss'
assert not exchange.stoploss_adjust(1501, order)
assert not exchange.stoploss_adjust(sl3, order, side=side)
@pytest.mark.parametrize('pair,nominal_value,max_lev', [
("BNB/BUSD", 0.0, 40.0),
("BNB/USDT", 100.0, 153.84615384615384),
("BTC/USDT", 170.30, 250.0),
("BNB/BUSD", 999999.9, 10.0),
("BNB/USDT", 5000000.0, 6.666666666666667),
("BTC/USDT", 300000000.1, 2.0),
])
def test_get_max_leverage_binance(default_conf, mocker, pair, nominal_value, max_lev):
exchange = get_patched_exchange(mocker, default_conf, id="binance")
exchange._leverage_brackets = {
'BNB/BUSD': [[0.0, 0.025],
[100000.0, 0.05],
[500000.0, 0.1],
[1000000.0, 0.15],
[2000000.0, 0.25],
[5000000.0, 0.5]],
'BNB/USDT': [[0.0, 0.0065],
[10000.0, 0.01],
[50000.0, 0.02],
[250000.0, 0.05],
[1000000.0, 0.1],
[2000000.0, 0.125],
[5000000.0, 0.15],
[10000000.0, 0.25]],
'BTC/USDT': [[0.0, 0.004],
[50000.0, 0.005],
[250000.0, 0.01],
[1000000.0, 0.025],
[5000000.0, 0.05],
[20000000.0, 0.1],
[50000000.0, 0.125],
[100000000.0, 0.15],
[200000000.0, 0.25],
[300000000.0, 0.5]],
}
assert exchange.get_max_leverage(pair, nominal_value) == max_lev
def test_fill_leverage_brackets_binance(default_conf, mocker):
api_mock = MagicMock()
api_mock.load_leverage_brackets = MagicMock(return_value={
'ADA/BUSD': [[0.0, 0.025],
[100000.0, 0.05],
[500000.0, 0.1],
[1000000.0, 0.15],
[2000000.0, 0.25],
[5000000.0, 0.5]],
'BTC/USDT': [[0.0, 0.004],
[50000.0, 0.005],
[250000.0, 0.01],
[1000000.0, 0.025],
[5000000.0, 0.05],
[20000000.0, 0.1],
[50000000.0, 0.125],
[100000000.0, 0.15],
[200000000.0, 0.25],
[300000000.0, 0.5]],
"ZEC/USDT": [[0.0, 0.01],
[5000.0, 0.025],
[25000.0, 0.05],
[100000.0, 0.1],
[250000.0, 0.125],
[1000000.0, 0.5]],
})
default_conf['dry_run'] = False
default_conf['trading_mode'] = TradingMode.FUTURES
default_conf['collateral'] = Collateral.ISOLATED
exchange = get_patched_exchange(mocker, default_conf, api_mock, id="binance")
exchange.fill_leverage_brackets()
assert exchange._leverage_brackets == {
'ADA/BUSD': [[0.0, 0.025],
[100000.0, 0.05],
[500000.0, 0.1],
[1000000.0, 0.15],
[2000000.0, 0.25],
[5000000.0, 0.5]],
'BTC/USDT': [[0.0, 0.004],
[50000.0, 0.005],
[250000.0, 0.01],
[1000000.0, 0.025],
[5000000.0, 0.05],
[20000000.0, 0.1],
[50000000.0, 0.125],
[100000000.0, 0.15],
[200000000.0, 0.25],
[300000000.0, 0.5]],
"ZEC/USDT": [[0.0, 0.01],
[5000.0, 0.025],
[25000.0, 0.05],
[100000.0, 0.1],
[250000.0, 0.125],
[1000000.0, 0.5]],
}
api_mock = MagicMock()
api_mock.load_leverage_brackets = MagicMock()
type(api_mock).has = PropertyMock(return_value={'loadLeverageBrackets': True})
ccxt_exceptionhandlers(
mocker,
default_conf,
api_mock,
"binance",
"fill_leverage_brackets",
"load_leverage_brackets"
)
def test_fill_leverage_brackets_binance_dryrun(default_conf, mocker):
api_mock = MagicMock()
default_conf['trading_mode'] = TradingMode.FUTURES
default_conf['collateral'] = Collateral.ISOLATED
exchange = get_patched_exchange(mocker, default_conf, api_mock, id="binance")
exchange.fill_leverage_brackets()
leverage_brackets = {
"1000SHIB/USDT": [
[0.0, 0.01],
[5000.0, 0.025],
[25000.0, 0.05],
[100000.0, 0.1],
[250000.0, 0.125],
[1000000.0, 0.5]
],
"1INCH/USDT": [
[0.0, 0.012],
[5000.0, 0.025],
[25000.0, 0.05],
[100000.0, 0.1],
[250000.0, 0.125],
[1000000.0, 0.5]
],
"AAVE/USDT": [
[0.0, 0.01],
[50000.0, 0.02],
[250000.0, 0.05],
[1000000.0, 0.1],
[2000000.0, 0.125],
[5000000.0, 0.1665],
[10000000.0, 0.25]
],
"ADA/BUSD": [
[0.0, 0.025],
[100000.0, 0.05],
[500000.0, 0.1],
[1000000.0, 0.15],
[2000000.0, 0.25],
[5000000.0, 0.5]
]
}
for key, value in leverage_brackets.items():
assert exchange._leverage_brackets[key] == value
def test__set_leverage_binance(mocker, default_conf):
api_mock = MagicMock()
api_mock.set_leverage = MagicMock()
type(api_mock).has = PropertyMock(return_value={'setLeverage': True})
default_conf['dry_run'] = False
exchange = get_patched_exchange(mocker, default_conf, id="binance")
exchange._set_leverage(3.0, trading_mode=TradingMode.MARGIN)
ccxt_exceptionhandlers(
mocker,
default_conf,
api_mock,
"binance",
"_set_leverage",
"set_leverage",
pair="XRP/USDT",
leverage=5.0,
trading_mode=TradingMode.FUTURES
)
@pytest.mark.asyncio
@@ -138,3 +372,15 @@ async def test__async_get_historic_ohlcv_binance(default_conf, mocker, caplog):
assert exchange._api_async.fetch_ohlcv.call_count == 2
assert res == ohlcv
assert log_has_re(r"Candle-data for ETH/BTC available starting with .*", caplog)
@pytest.mark.parametrize("trading_mode,collateral,config", [
("", "", {}),
("margin", "cross", {"options": {"defaultType": "margin"}}),
("futures", "isolated", {"options": {"defaultType": "future"}}),
])
def test__ccxt_config(default_conf, mocker, trading_mode, collateral, config):
default_conf['trading_mode'] = trading_mode
default_conf['collateral'] = collateral
exchange = get_patched_exchange(mocker, default_conf, id="binance")
assert exchange._ccxt_config == config

229
tests/exchange/test_exchange.py
View File

@@ -11,6 +11,7 @@ import ccxt
import pytest
from pandas import DataFrame
from freqtrade.enums import Collateral, TradingMode
from freqtrade.exceptions import (DDosProtection, DependencyException, InvalidOrderException,
OperationalException, PricingError, TemporaryError)
from freqtrade.exchange import Binance, Bittrex, Exchange, Kraken
@@ -131,6 +132,7 @@ def test_init_ccxt_kwargs(default_conf, mocker, caplog):
assert log_has("Applying additional ccxt config: {'TestKWARG': 11, 'TestKWARG44': 11}", caplog)
assert ex._api.headers == {'hello': 'world'}
assert ex._ccxt_config == {}
Exchange._headers = {}
@@ -395,7 +397,11 @@ def test_get_min_pair_stake_amount(mocker, default_conf) -> None:
PropertyMock(return_value=markets)
)
result = exchange.get_min_pair_stake_amount('ETH/BTC', 1, stoploss)
assert isclose(result, 2 * (1+0.05) / (1-abs(stoploss)))
expected_result = 2 * (1+0.05) / (1-abs(stoploss))
assert isclose(result, expected_result)
# With Leverage
result = exchange.get_min_pair_stake_amount('ETH/BTC', 1, stoploss, 3.0)
assert isclose(result, expected_result/3)
# min amount is set
markets["ETH/BTC"]["limits"] = {
@@ -407,7 +413,11 @@ def test_get_min_pair_stake_amount(mocker, default_conf) -> None:
PropertyMock(return_value=markets)
)
result = exchange.get_min_pair_stake_amount('ETH/BTC', 2, stoploss)
assert isclose(result, 2 * 2 * (1+0.05) / (1-abs(stoploss)))
expected_result = 2 * 2 * (1+0.05) / (1-abs(stoploss))
assert isclose(result, expected_result)
# With Leverage
result = exchange.get_min_pair_stake_amount('ETH/BTC', 2, stoploss, 5.0)
assert isclose(result, expected_result/5)
# min amount and cost are set (cost is minimal)
markets["ETH/BTC"]["limits"] = {
@@ -419,7 +429,11 @@ def test_get_min_pair_stake_amount(mocker, default_conf) -> None:
PropertyMock(return_value=markets)
)
result = exchange.get_min_pair_stake_amount('ETH/BTC', 2, stoploss)
assert isclose(result, max(2, 2 * 2) * (1+0.05) / (1-abs(stoploss)))
expected_result = max(2, 2 * 2) * (1+0.05) / (1-abs(stoploss))
assert isclose(result, expected_result)
# With Leverage
result = exchange.get_min_pair_stake_amount('ETH/BTC', 2, stoploss, 10)
assert isclose(result, expected_result/10)
# min amount and cost are set (amount is minial)
markets["ETH/BTC"]["limits"] = {
@@ -431,14 +445,26 @@ def test_get_min_pair_stake_amount(mocker, default_conf) -> None:
PropertyMock(return_value=markets)
)
result = exchange.get_min_pair_stake_amount('ETH/BTC', 2, stoploss)
assert isclose(result, max(8, 2 * 2) * (1+0.05) / (1-abs(stoploss)))
expected_result = max(8, 2 * 2) * (1+0.05) / (1-abs(stoploss))
assert isclose(result, expected_result)
# With Leverage
result = exchange.get_min_pair_stake_amount('ETH/BTC', 2, stoploss, 7.0)
assert isclose(result, expected_result/7.0)
result = exchange.get_min_pair_stake_amount('ETH/BTC', 2, -0.4)
assert isclose(result, max(8, 2 * 2) * 1.5)
expected_result = max(8, 2 * 2) * 1.5
assert isclose(result, expected_result)
# With Leverage
result = exchange.get_min_pair_stake_amount('ETH/BTC', 2, -0.4, 8.0)
assert isclose(result, expected_result/8.0)
# Really big stoploss
result = exchange.get_min_pair_stake_amount('ETH/BTC', 2, -1)
assert isclose(result, max(8, 2 * 2) * 1.5)
expected_result = max(8, 2 * 2) * 1.5
assert isclose(result, expected_result)
# With Leverage
result = exchange.get_min_pair_stake_amount('ETH/BTC', 2, -1, 12.0)
assert isclose(result, expected_result/12)
def test_get_min_pair_stake_amount_real_data(mocker, default_conf) -> None:
@@ -456,10 +482,10 @@ def test_get_min_pair_stake_amount_real_data(mocker, default_conf) -> None:
PropertyMock(return_value=markets)
)
result = exchange.get_min_pair_stake_amount('ETH/BTC', 0.020405, stoploss)
assert round(result, 8) == round(
max(0.0001, 0.001 * 0.020405) * (1+0.05) / (1-abs(stoploss)),
8
)
expected_result = max(0.0001, 0.001 * 0.020405) * (1+0.05) / (1-abs(stoploss))
assert round(result, 8) == round(expected_result, 8)
result = exchange.get_min_pair_stake_amount('ETH/BTC', 0.020405, stoploss, 3.0)
assert round(result, 8) == round(expected_result/3, 8)
def test_set_sandbox(default_conf, mocker):
@@ -970,7 +996,13 @@ def test_create_dry_run_order(default_conf, mocker, side, exchange_name):
exchange = get_patched_exchange(mocker, default_conf, id=exchange_name)
order = exchange.create_dry_run_order(
pair='ETH/BTC', ordertype='limit', side=side, amount=1, rate=200)
pair='ETH/BTC',
ordertype='limit',
side=side,
amount=1,
rate=200,
leverage=1.0
)
assert 'id' in order
assert f'dry_run_{side}_' in order["id"]
assert order["side"] == side
@@ -993,7 +1025,13 @@ def test_create_dry_run_order_limit_fill(default_conf, mocker, side, startprice,
)
order = exchange.create_dry_run_order(
pair='LTC/USDT', ordertype='limit', side=side, amount=1, rate=startprice)
pair='LTC/USDT',
ordertype='limit',
side=side,
amount=1,
rate=startprice,
leverage=1.0
)
assert order_book_l2_usd.call_count == 1
assert 'id' in order
assert f'dry_run_{side}_' in order["id"]
@@ -1039,7 +1077,13 @@ def test_create_dry_run_order_market_fill(default_conf, mocker, side, rate, amou
)
order = exchange.create_dry_run_order(
pair='LTC/USDT', ordertype='market', side=side, amount=amount, rate=rate)
pair='LTC/USDT',
ordertype='market',
side=side,
amount=amount,
rate=rate,
leverage=1.0
)
assert 'id' in order
assert f'dry_run_{side}_' in order["id"]
assert order["side"] == side
@@ -1049,10 +1093,7 @@ def test_create_dry_run_order_market_fill(default_conf, mocker, side, rate, amou
assert round(order["average"], 4) == round(endprice, 4)
@pytest.mark.parametrize("side", [
("buy"),
("sell")
])
@pytest.mark.parametrize("side", ["buy", "sell"])
@pytest.mark.parametrize("ordertype,rate,marketprice", [
("market", None, None),
("market", 200, True),
@@ -1074,9 +1115,17 @@ def test_create_order(default_conf, mocker, side, ordertype, rate, marketprice,
mocker.patch('freqtrade.exchange.Exchange.amount_to_precision', lambda s, x, y: y)
mocker.patch('freqtrade.exchange.Exchange.price_to_precision', lambda s, x, y: y)
exchange = get_patched_exchange(mocker, default_conf, api_mock, id=exchange_name)
exchange._set_leverage = MagicMock()
exchange.set_margin_mode = MagicMock()
order = exchange.create_order(
pair='ETH/BTC', ordertype=ordertype, side=side, amount=1, rate=200)
pair='ETH/BTC',
ordertype=ordertype,
side=side,
amount=1,
rate=200,
leverage=1.0
)
assert 'id' in order
assert 'info' in order
@@ -1086,6 +1135,21 @@ def test_create_order(default_conf, mocker, side, ordertype, rate, marketprice,
assert api_mock.create_order.call_args[0][2] == side
assert api_mock.create_order.call_args[0][3] == 1
assert api_mock.create_order.call_args[0][4] is rate
assert exchange._set_leverage.call_count == 0
assert exchange.set_margin_mode.call_count == 0
exchange.trading_mode = TradingMode.FUTURES
order = exchange.create_order(
pair='ETH/BTC',
ordertype=ordertype,
side=side,
amount=1,
rate=200,
leverage=3.0
)
assert exchange._set_leverage.call_count == 1
assert exchange.set_margin_mode.call_count == 1
def test_buy_dry_run(default_conf, mocker):
@@ -2624,10 +2688,17 @@ def test_get_fee(default_conf, mocker, exchange_name):
def test_stoploss_order_unsupported_exchange(default_conf, mocker):
exchange = get_patched_exchange(mocker, default_conf, id='bittrex')
with pytest.raises(OperationalException, match=r"stoploss is not implemented .*"):
exchange.stoploss(pair='ETH/BTC', amount=1, stop_price=220, order_types={})
exchange.stoploss(
pair='ETH/BTC',
amount=1,
stop_price=220,
order_types={},
side="sell",
leverage=1.0
)
with pytest.raises(OperationalException, match=r"stoploss is not implemented .*"):
exchange.stoploss_adjust(1, {})
exchange.stoploss_adjust(1, {}, side="sell")
def test_merge_ft_has_dict(default_conf, mocker):
@@ -2972,7 +3043,6 @@ def test_calculate_fee_rate(mocker, default_conf, order, expected) -> None:
(3, 5, 5),
(4, 5, 2),
(5, 5, 1),
])
def test_calculate_backoff(retrycount, max_retries, expected):
assert calculate_backoff(retrycount, max_retries) == expected
@@ -3044,3 +3114,120 @@ def test_get_funding_fees(default_conf, mocker, exchange_name):
pair="XRP/USDT",
since=unix_time
)
@pytest.mark.parametrize('exchange', ['binance', 'kraken', 'ftx'])
@pytest.mark.parametrize('stake_amount,leverage,min_stake_with_lev', [
(9.0, 3.0, 3.0),
(20.0, 5.0, 4.0),
(100.0, 100.0, 1.0)
])
def test_get_stake_amount_considering_leverage(
exchange,
stake_amount,
leverage,
min_stake_with_lev,
mocker,
default_conf
):
exchange = get_patched_exchange(mocker, default_conf, id=exchange)
assert exchange._get_stake_amount_considering_leverage(
stake_amount, leverage) == min_stake_with_lev
@pytest.mark.parametrize("exchange_name,trading_mode", [
("binance", TradingMode.FUTURES),
("ftx", TradingMode.MARGIN),
("ftx", TradingMode.FUTURES)
])
def test__set_leverage(mocker, default_conf, exchange_name, trading_mode):
api_mock = MagicMock()
api_mock.set_leverage = MagicMock()
type(api_mock).has = PropertyMock(return_value={'setLeverage': True})
default_conf['dry_run'] = False
ccxt_exceptionhandlers(
mocker,
default_conf,
api_mock,
exchange_name,
"_set_leverage",
"set_leverage",
pair="XRP/USDT",
leverage=5.0,
trading_mode=trading_mode
)
@pytest.mark.parametrize("collateral", [
(Collateral.CROSS),
(Collateral.ISOLATED)
])
def test_set_margin_mode(mocker, default_conf, collateral):
api_mock = MagicMock()
api_mock.set_margin_mode = MagicMock()
type(api_mock).has = PropertyMock(return_value={'setMarginMode': True})
default_conf['dry_run'] = False
ccxt_exceptionhandlers(
mocker,
default_conf,
api_mock,
"binance",
"set_margin_mode",
"set_margin_mode",
pair="XRP/USDT",
collateral=collateral
)
@pytest.mark.parametrize("exchange_name, trading_mode, collateral, exception_thrown", [
("binance", TradingMode.SPOT, None, False),
("binance", TradingMode.MARGIN, Collateral.ISOLATED, True),
("kraken", TradingMode.SPOT, None, False),
("kraken", TradingMode.MARGIN, Collateral.ISOLATED, True),
("kraken", TradingMode.FUTURES, Collateral.ISOLATED, True),
("ftx", TradingMode.SPOT, None, False),
("ftx", TradingMode.MARGIN, Collateral.ISOLATED, True),
("ftx", TradingMode.FUTURES, Collateral.ISOLATED, True),
("bittrex", TradingMode.SPOT, None, False),
("bittrex", TradingMode.MARGIN, Collateral.CROSS, True),
("bittrex", TradingMode.MARGIN, Collateral.ISOLATED, True),
("bittrex", TradingMode.FUTURES, Collateral.CROSS, True),
("bittrex", TradingMode.FUTURES, Collateral.ISOLATED, True),
# TODO-lev: Remove once implemented
("binance", TradingMode.MARGIN, Collateral.CROSS, True),
("binance", TradingMode.FUTURES, Collateral.CROSS, True),
("binance", TradingMode.FUTURES, Collateral.ISOLATED, True),
("kraken", TradingMode.MARGIN, Collateral.CROSS, True),
("kraken", TradingMode.FUTURES, Collateral.CROSS, True),
("ftx", TradingMode.MARGIN, Collateral.CROSS, True),
("ftx", TradingMode.FUTURES, Collateral.CROSS, True),
# TODO-lev: Uncomment once implemented
# ("binance", TradingMode.MARGIN, Collateral.CROSS, False),
# ("binance", TradingMode.FUTURES, Collateral.CROSS, False),
# ("binance", TradingMode.FUTURES, Collateral.ISOLATED, False),
# ("kraken", TradingMode.MARGIN, Collateral.CROSS, False),
# ("kraken", TradingMode.FUTURES, Collateral.CROSS, False),
# ("ftx", TradingMode.MARGIN, Collateral.CROSS, False),
# ("ftx", TradingMode.FUTURES, Collateral.CROSS, False)
])
def test_validate_trading_mode_and_collateral(
default_conf,
mocker,
exchange_name,
trading_mode,
collateral,
exception_thrown
):
exchange = get_patched_exchange(
mocker, default_conf, id=exchange_name, mock_supported_modes=False)
if (exception_thrown):
with pytest.raises(OperationalException):
exchange.validate_trading_mode_and_collateral(trading_mode, collateral)
else:
exchange.validate_trading_mode_and_collateral(trading_mode, collateral)

116
tests/exchange/test_ftx.py
View File

@@ -14,7 +14,11 @@ from .test_exchange import ccxt_exceptionhandlers
STOPLOSS_ORDERTYPE = 'stop'
def test_stoploss_order_ftx(default_conf, mocker):
@pytest.mark.parametrize('order_price,exchangelimitratio,side', [
(217.8, 1.05, "sell"),
(222.2, 0.95, "buy"),
])
def test_stoploss_order_ftx(default_conf, mocker, order_price, exchangelimitratio, side):
api_mock = MagicMock()
order_id = 'test_prod_buy_{}'.format(randint(0, 10 ** 6))
@@ -32,12 +36,18 @@ def test_stoploss_order_ftx(default_conf, mocker):
exchange = get_patched_exchange(mocker, default_conf, api_mock, 'ftx')
# stoploss_on_exchange_limit_ratio is irrelevant for ftx market orders
order = exchange.stoploss(pair='ETH/BTC', amount=1, stop_price=190,
order_types={'stoploss_on_exchange_limit_ratio': 1.05})
order = exchange.stoploss(
pair='ETH/BTC',
amount=1,
stop_price=190,
side=side,
order_types={'stoploss_on_exchange_limit_ratio': exchangelimitratio},
leverage=1.0
)
assert api_mock.create_order.call_args_list[0][1]['symbol'] == 'ETH/BTC'
assert api_mock.create_order.call_args_list[0][1]['type'] == STOPLOSS_ORDERTYPE
assert api_mock.create_order.call_args_list[0][1]['side'] == 'sell'
assert api_mock.create_order.call_args_list[0][1]['side'] == side
assert api_mock.create_order.call_args_list[0][1]['amount'] == 1
assert 'orderPrice' not in api_mock.create_order.call_args_list[0][1]['params']
assert 'stopPrice' in api_mock.create_order.call_args_list[0][1]['params']
@@ -47,51 +57,79 @@ def test_stoploss_order_ftx(default_conf, mocker):
api_mock.create_order.reset_mock()
order = exchange.stoploss(pair='ETH/BTC', amount=1, stop_price=220, order_types={})
order = exchange.stoploss(
pair='ETH/BTC',
amount=1,
stop_price=220,
order_types={},
side=side,
leverage=1.0
)
assert 'id' in order
assert 'info' in order
assert order['id'] == order_id
assert api_mock.create_order.call_args_list[0][1]['symbol'] == 'ETH/BTC'
assert api_mock.create_order.call_args_list[0][1]['type'] == STOPLOSS_ORDERTYPE
assert api_mock.create_order.call_args_list[0][1]['side'] == 'sell'
assert api_mock.create_order.call_args_list[0][1]['side'] == side
assert api_mock.create_order.call_args_list[0][1]['amount'] == 1
assert 'orderPrice' not in api_mock.create_order.call_args_list[0][1]['params']
assert api_mock.create_order.call_args_list[0][1]['params']['stopPrice'] == 220
api_mock.create_order.reset_mock()
order = exchange.stoploss(pair='ETH/BTC', amount=1, stop_price=220,
order_types={'stoploss': 'limit'})
order = exchange.stoploss(
pair='ETH/BTC',
amount=1,
stop_price=220,
order_types={'stoploss': 'limit'}, side=side,
leverage=1.0
)
assert 'id' in order
assert 'info' in order
assert order['id'] == order_id
assert api_mock.create_order.call_args_list[0][1]['symbol'] == 'ETH/BTC'
assert api_mock.create_order.call_args_list[0][1]['type'] == STOPLOSS_ORDERTYPE
assert api_mock.create_order.call_args_list[0][1]['side'] == 'sell'
assert api_mock.create_order.call_args_list[0][1]['side'] == side
assert api_mock.create_order.call_args_list[0][1]['amount'] == 1
assert 'orderPrice' in api_mock.create_order.call_args_list[0][1]['params']
assert api_mock.create_order.call_args_list[0][1]['params']['orderPrice'] == 217.8
assert api_mock.create_order.call_args_list[0][1]['params']['orderPrice'] == order_price
assert api_mock.create_order.call_args_list[0][1]['params']['stopPrice'] == 220
# test exception handling
with pytest.raises(DependencyException):
api_mock.create_order = MagicMock(side_effect=ccxt.InsufficientFunds("0 balance"))
exchange = get_patched_exchange(mocker, default_conf, api_mock, 'ftx')
exchange.stoploss(pair='ETH/BTC', amount=1, stop_price=220, order_types={})
exchange.stoploss(
pair='ETH/BTC',
amount=1,
stop_price=220,
order_types={},
side=side,
leverage=1.0
)
with pytest.raises(InvalidOrderException):
api_mock.create_order = MagicMock(
side_effect=ccxt.InvalidOrder("ftx Order would trigger immediately."))
exchange = get_patched_exchange(mocker, default_conf, api_mock, 'ftx')
exchange.stoploss(pair='ETH/BTC', amount=1, stop_price=220, order_types={})
exchange.stoploss(
pair='ETH/BTC',
amount=1,
stop_price=220,
order_types={},
side=side,
leverage=1.0
)
ccxt_exceptionhandlers(mocker, default_conf, api_mock, "ftx",
"stoploss", "create_order", retries=1,
pair='ETH/BTC', amount=1, stop_price=220, order_types={})
pair='ETH/BTC', amount=1, stop_price=220, order_types={},
side=side, leverage=1.0)
def test_stoploss_order_dry_run_ftx(default_conf, mocker):
@pytest.mark.parametrize('side', [("sell"), ("buy")])
def test_stoploss_order_dry_run_ftx(default_conf, mocker, side):
api_mock = MagicMock()
default_conf['dry_run'] = True
mocker.patch('freqtrade.exchange.Exchange.amount_to_precision', lambda s, x, y: y)
@@ -101,7 +139,14 @@ def test_stoploss_order_dry_run_ftx(default_conf, mocker):
api_mock.create_order.reset_mock()
order = exchange.stoploss(pair='ETH/BTC', amount=1, stop_price=220, order_types={})
order = exchange.stoploss(
pair='ETH/BTC',
amount=1,
stop_price=220,
order_types={},
side=side,
leverage=1.0
)
assert 'id' in order
assert 'info' in order
@@ -112,20 +157,24 @@ def test_stoploss_order_dry_run_ftx(default_conf, mocker):
assert order['amount'] == 1
def test_stoploss_adjust_ftx(mocker, default_conf):
@pytest.mark.parametrize('sl1,sl2,sl3,side', [
(1501, 1499, 1501, "sell"),
(1499, 1501, 1499, "buy")
])
def test_stoploss_adjust_ftx(mocker, default_conf, sl1, sl2, sl3, side):
exchange = get_patched_exchange(mocker, default_conf, id='ftx')
order = {
'type': STOPLOSS_ORDERTYPE,
'price': 1500,
}
assert exchange.stoploss_adjust(1501, order)
assert not exchange.stoploss_adjust(1499, order)
assert exchange.stoploss_adjust(sl1, order, side=side)
assert not exchange.stoploss_adjust(sl2, order, side=side)
# Test with invalid order case ...
order['type'] = 'stop_loss_limit'
assert not exchange.stoploss_adjust(1501, order)
assert not exchange.stoploss_adjust(sl3, order, side=side)
def test_fetch_stoploss_order(default_conf, mocker, limit_sell_order):
def test_fetch_stoploss_order(default_conf, mocker, limit_sell_order, limit_buy_order):
default_conf['dry_run'] = True
order = MagicMock()
order.myid = 123
@@ -158,6 +207,16 @@ def test_fetch_stoploss_order(default_conf, mocker, limit_sell_order):
assert resp['type'] == 'stop'
assert resp['status_stop'] == 'triggered'
api_mock.fetch_order = MagicMock(return_value=limit_buy_order)
resp = exchange.fetch_stoploss_order('X', 'TKN/BTC')
assert resp
assert api_mock.fetch_order.call_count == 1
assert resp['id_stop'] == 'mocked_limit_buy'
assert resp['id'] == 'X'
assert resp['type'] == 'stop'
assert resp['status_stop'] == 'triggered'
with pytest.raises(InvalidOrderException):
api_mock.fetch_orders = MagicMock(side_effect=ccxt.InvalidOrder("Order not found"))
exchange = get_patched_exchange(mocker, default_conf, api_mock, id='ftx')
@@ -191,3 +250,20 @@ def test_get_order_id(mocker, default_conf):
}
}
assert exchange.get_order_id_conditional(order) == '1111'
@pytest.mark.parametrize('pair,nominal_value,max_lev', [
("ADA/BTC", 0.0, 20.0),
("BTC/EUR", 100.0, 20.0),
("ZEC/USD", 173.31, 20.0),
])
def test_get_max_leverage_ftx(default_conf, mocker, pair, nominal_value, max_lev):
exchange = get_patched_exchange(mocker, default_conf, id="ftx")
assert exchange.get_max_leverage(pair, nominal_value) == max_lev
def test_fill_leverage_brackets_ftx(default_conf, mocker):
# FTX only has one account wide leverage, so there's no leverage brackets
exchange = get_patched_exchange(mocker, default_conf, id="ftx")
exchange.fill_leverage_brackets()
assert exchange._leverage_brackets == {}

108
tests/exchange/test_kraken.py
View File

@@ -166,7 +166,11 @@ def test_get_balances_prod(default_conf, mocker):
@pytest.mark.parametrize('ordertype', ['market', 'limit'])
def test_stoploss_order_kraken(default_conf, mocker, ordertype):
@pytest.mark.parametrize('side,adjustedprice', [
("sell", 217.8),
("buy", 222.2),
])
def test_stoploss_order_kraken(default_conf, mocker, ordertype, side, adjustedprice):
api_mock = MagicMock()
order_id = 'test_prod_buy_{}'.format(randint(0, 10 ** 6))
@@ -183,10 +187,17 @@ def test_stoploss_order_kraken(default_conf, mocker, ordertype):
exchange = get_patched_exchange(mocker, default_conf, api_mock, 'kraken')
order = exchange.stoploss(pair='ETH/BTC', amount=1, stop_price=220,
order_types={'stoploss': ordertype,
'stoploss_on_exchange_limit_ratio': 0.99
})
order = exchange.stoploss(
pair='ETH/BTC',
amount=1,
stop_price=220,
side=side,
order_types={
'stoploss': ordertype,
'stoploss_on_exchange_limit_ratio': 0.99
},
leverage=1.0
)
assert 'id' in order
assert 'info' in order
@@ -195,12 +206,14 @@ def test_stoploss_order_kraken(default_conf, mocker, ordertype):
if ordertype == 'limit':
assert api_mock.create_order.call_args_list[0][1]['type'] == STOPLOSS_LIMIT_ORDERTYPE
assert api_mock.create_order.call_args_list[0][1]['params'] == {
'trading_agreement': 'agree', 'price2': 217.8}
'trading_agreement': 'agree',
'price2': adjustedprice
}
else:
assert api_mock.create_order.call_args_list[0][1]['type'] == STOPLOSS_ORDERTYPE
assert api_mock.create_order.call_args_list[0][1]['params'] == {
'trading_agreement': 'agree'}
assert api_mock.create_order.call_args_list[0][1]['side'] == 'sell'
assert api_mock.create_order.call_args_list[0][1]['side'] == side
assert api_mock.create_order.call_args_list[0][1]['amount'] == 1
assert api_mock.create_order.call_args_list[0][1]['price'] == 220
@@ -208,20 +221,36 @@ def test_stoploss_order_kraken(default_conf, mocker, ordertype):
with pytest.raises(DependencyException):
api_mock.create_order = MagicMock(side_effect=ccxt.InsufficientFunds("0 balance"))
exchange = get_patched_exchange(mocker, default_conf, api_mock, 'kraken')
exchange.stoploss(pair='ETH/BTC', amount=1, stop_price=220, order_types={})
exchange.stoploss(
pair='ETH/BTC',
amount=1,
stop_price=220,
order_types={},
side=side,
leverage=1.0
)
with pytest.raises(InvalidOrderException):
api_mock.create_order = MagicMock(
side_effect=ccxt.InvalidOrder("kraken Order would trigger immediately."))
exchange = get_patched_exchange(mocker, default_conf, api_mock, 'kraken')
exchange.stoploss(pair='ETH/BTC', amount=1, stop_price=220, order_types={})
exchange.stoploss(
pair='ETH/BTC',
amount=1,
stop_price=220,
order_types={},
side=side,
leverage=1.0
)
ccxt_exceptionhandlers(mocker, default_conf, api_mock, "kraken",
"stoploss", "create_order", retries=1,
pair='ETH/BTC', amount=1, stop_price=220, order_types={})
pair='ETH/BTC', amount=1, stop_price=220, order_types={},
side=side, leverage=1.0)
def test_stoploss_order_dry_run_kraken(default_conf, mocker):
@pytest.mark.parametrize('side', ['buy', 'sell'])
def test_stoploss_order_dry_run_kraken(default_conf, mocker, side):
api_mock = MagicMock()
default_conf['dry_run'] = True
mocker.patch('freqtrade.exchange.Exchange.amount_to_precision', lambda s, x, y: y)
@@ -231,7 +260,14 @@ def test_stoploss_order_dry_run_kraken(default_conf, mocker):
api_mock.create_order.reset_mock()
order = exchange.stoploss(pair='ETH/BTC', amount=1, stop_price=220, order_types={})
order = exchange.stoploss(
pair='ETH/BTC',
amount=1,
stop_price=220,
order_types={},
side=side,
leverage=1.0
)
assert 'id' in order
assert 'info' in order
@@ -242,14 +278,54 @@ def test_stoploss_order_dry_run_kraken(default_conf, mocker):
assert order['amount'] == 1
def test_stoploss_adjust_kraken(mocker, default_conf):
@pytest.mark.parametrize('sl1,sl2,sl3,side', [
(1501, 1499, 1501, "sell"),
(1499, 1501, 1499, "buy")
])
def test_stoploss_adjust_kraken(mocker, default_conf, sl1, sl2, sl3, side):
exchange = get_patched_exchange(mocker, default_conf, id='kraken')
order = {
'type': STOPLOSS_ORDERTYPE,
'price': 1500,
}
assert exchange.stoploss_adjust(1501, order)
assert not exchange.stoploss_adjust(1499, order)
assert exchange.stoploss_adjust(sl1, order, side=side)
assert not exchange.stoploss_adjust(sl2, order, side=side)
# Test with invalid order case ...
order['type'] = 'stop_loss_limit'
assert not exchange.stoploss_adjust(1501, order)
assert not exchange.stoploss_adjust(sl3, order, side=side)
@pytest.mark.parametrize('pair,nominal_value,max_lev', [
("ADA/BTC", 0.0, 3.0),
("BTC/EUR", 100.0, 5.0),
("ZEC/USD", 173.31, 2.0),
])
def test_get_max_leverage_kraken(default_conf, mocker, pair, nominal_value, max_lev):
exchange = get_patched_exchange(mocker, default_conf, id="kraken")
exchange._leverage_brackets = {
'ADA/BTC': ['2', '3'],
'BTC/EUR': ['2', '3', '4', '5'],
'ZEC/USD': ['2']
}
assert exchange.get_max_leverage(pair, nominal_value) == max_lev
def test_fill_leverage_brackets_kraken(default_conf, mocker):
api_mock = MagicMock()
exchange = get_patched_exchange(mocker, default_conf, api_mock, id="kraken")
exchange.fill_leverage_brackets()
assert exchange._leverage_brackets == {
'BLK/BTC': [1, 2, 3],
'TKN/BTC': [1, 2, 3, 4, 5],
'ETH/BTC': [1, 2],
'LTC/BTC': [1],
'XRP/BTC': [1],
'NEO/BTC': [1],
'BTT/BTC': [1],
'ETH/USDT': [1],
'LTC/USDT': [1],
'LTC/USD': [1],
'XLTCUSDT': [1],
'LTC/ETH': [1]
}

7
tests/leverage/test_leverage.py → tests/leverage/test_interest.py
View File

@@ -22,9 +22,10 @@ twentyfive_hours = Decimal(25.0)
('kraken', 0.00025, five_hours, 0.045),
('kraken', 0.00025, twentyfive_hours, 0.12),
# FTX
# TODO-lev: - implement FTX tests
# ('ftx', Decimal(0.0005), ten_mins, 0.06),
# ('ftx', Decimal(0.0005), five_hours, 0.045),
('ftx', 0.0005, ten_mins, 0.00125),
('ftx', 0.00025, ten_mins, 0.000625),
('ftx', 0.00025, five_hours, 0.003125),
('ftx', 0.00025, twentyfive_hours, 0.015625),
])
def test_interest(exchange, interest_rate, hours, expected):
borrowed = Decimal(60.0)

4
tests/optimize/test_hyperopt.py
View File

@@ -884,6 +884,10 @@ def test_in_strategy_auto_hyperopt(mocker, hyperopt_conf, tmpdir, fee) -> None:
assert hyperopt.backtesting.strategy.buy_rsi.value != 35
assert hyperopt.backtesting.strategy.sell_rsi.value != 74
hyperopt.custom_hyperopt.generate_estimator = lambda *args, **kwargs: 'ET1'
with pytest.raises(OperationalException, match="Estimator ET1 not supported."):
hyperopt.get_optimizer([], 2)
def test_SKDecimal():
space = SKDecimal(1, 2, decimals=2)

108
tests/plugins/test_pairlist.py
View File

@@ -4,6 +4,7 @@ import time
from unittest.mock import MagicMock, PropertyMock
import pytest
import time_machine
from freqtrade.constants import AVAILABLE_PAIRLISTS
from freqtrade.exceptions import OperationalException
@@ -11,7 +12,8 @@ from freqtrade.persistence import Trade
from freqtrade.plugins.pairlist.pairlist_helpers import expand_pairlist
from freqtrade.plugins.pairlistmanager import PairListManager
from freqtrade.resolvers import PairListResolver
from tests.conftest import get_patched_exchange, get_patched_freqtradebot, log_has, log_has_re
from tests.conftest import (create_mock_trades, get_patched_exchange, get_patched_freqtradebot,
log_has, log_has_re)
@pytest.fixture(scope="function")
@@ -662,6 +664,31 @@ def test_PerformanceFilter_error(mocker, whitelist_conf, caplog) -> None:
assert log_has("PerformanceFilter is not available in this mode.", caplog)
@pytest.mark.usefixtures("init_persistence")
def test_PerformanceFilter_lookback(mocker, whitelist_conf, fee) -> None:
whitelist_conf['exchange']['pair_whitelist'].append('XRP/BTC')
whitelist_conf['pairlists'] = [
{"method": "StaticPairList"},
{"method": "PerformanceFilter", "minutes": 60}
]
mocker.patch('freqtrade.exchange.Exchange.exchange_has', MagicMock(return_value=True))
exchange = get_patched_exchange(mocker, whitelist_conf)
pm = PairListManager(exchange, whitelist_conf)
pm.refresh_pairlist()
assert pm.whitelist == ['ETH/BTC', 'TKN/BTC', 'XRP/BTC']
with time_machine.travel("2021-09-01 05:00:00 +00:00") as t:
create_mock_trades(fee)
pm.refresh_pairlist()
assert pm.whitelist == ['XRP/BTC', 'ETH/BTC', 'TKN/BTC']
# Move to "outside" of lookback window, so original sorting is restored.
t.move_to("2021-09-01 07:00:00 +00:00")
pm.refresh_pairlist()
assert pm.whitelist == ['ETH/BTC', 'TKN/BTC', 'XRP/BTC']
def test_gen_pair_whitelist_not_supported(mocker, default_conf, tickers) -> None:
default_conf['pairlists'] = [{'method': 'VolumePairList', 'number_assets': 10}]
@@ -815,32 +842,63 @@ def test_agefilter_min_days_listed_too_large(mocker, default_conf, markets, tick
def test_agefilter_caching(mocker, markets, whitelist_conf_agefilter, tickers, ohlcv_history):
ohlcv_data = {
('ETH/BTC', '1d'): ohlcv_history,
('TKN/BTC', '1d'): ohlcv_history,
('LTC/BTC', '1d'): ohlcv_history,
}
mocker.patch.multiple('freqtrade.exchange.Exchange',
markets=PropertyMock(return_value=markets),
exchange_has=MagicMock(return_value=True),
get_tickers=tickers
)
mocker.patch.multiple(
'freqtrade.exchange.Exchange',
refresh_latest_ohlcv=MagicMock(return_value=ohlcv_data),
)
with time_machine.travel("2021-09-01 05:00:00 +00:00") as t:
ohlcv_data = {
('ETH/BTC', '1d'): ohlcv_history,
('TKN/BTC', '1d'): ohlcv_history,
('LTC/BTC', '1d'): ohlcv_history,
}
mocker.patch.multiple(
'freqtrade.exchange.Exchange',
markets=PropertyMock(return_value=markets),
exchange_has=MagicMock(return_value=True),
get_tickers=tickers,
refresh_latest_ohlcv=MagicMock(return_value=ohlcv_data),
)
freqtrade = get_patched_freqtradebot(mocker, whitelist_conf_agefilter)
assert freqtrade.exchange.refresh_latest_ohlcv.call_count == 0
freqtrade.pairlists.refresh_pairlist()
assert len(freqtrade.pairlists.whitelist) == 3
assert freqtrade.exchange.refresh_latest_ohlcv.call_count > 0
freqtrade = get_patched_freqtradebot(mocker, whitelist_conf_agefilter)
assert freqtrade.exchange.refresh_latest_ohlcv.call_count == 0
freqtrade.pairlists.refresh_pairlist()
assert len(freqtrade.pairlists.whitelist) == 3
assert freqtrade.exchange.refresh_latest_ohlcv.call_count > 0
previous_call_count = freqtrade.exchange.refresh_latest_ohlcv.call_count
freqtrade.pairlists.refresh_pairlist()
assert len(freqtrade.pairlists.whitelist) == 3
# Called once for XRP/BTC
assert freqtrade.exchange.refresh_latest_ohlcv.call_count == previous_call_count + 1
freqtrade.pairlists.refresh_pairlist()
assert len(freqtrade.pairlists.whitelist) == 3
# Call to XRP/BTC cached
assert freqtrade.exchange.refresh_latest_ohlcv.call_count == 2
ohlcv_data = {
('ETH/BTC', '1d'): ohlcv_history,
('TKN/BTC', '1d'): ohlcv_history,
('LTC/BTC', '1d'): ohlcv_history,
('XRP/BTC', '1d'): ohlcv_history.iloc[[0]],
}
mocker.patch('freqtrade.exchange.Exchange.refresh_latest_ohlcv', return_value=ohlcv_data)
freqtrade.pairlists.refresh_pairlist()
assert len(freqtrade.pairlists.whitelist) == 3
assert freqtrade.exchange.refresh_latest_ohlcv.call_count == 1
# Move to next day
t.move_to("2021-09-02 01:00:00 +00:00")
mocker.patch('freqtrade.exchange.Exchange.refresh_latest_ohlcv', return_value=ohlcv_data)
freqtrade.pairlists.refresh_pairlist()
assert len(freqtrade.pairlists.whitelist) == 3
assert freqtrade.exchange.refresh_latest_ohlcv.call_count == 1
# Move another day with fresh mocks (now the pair is old enough)
t.move_to("2021-09-03 01:00:00 +00:00")
# Called once for XRP/BTC
ohlcv_data = {
('ETH/BTC', '1d'): ohlcv_history,
('TKN/BTC', '1d'): ohlcv_history,
('LTC/BTC', '1d'): ohlcv_history,
('XRP/BTC', '1d'): ohlcv_history,
}
mocker.patch('freqtrade.exchange.Exchange.refresh_latest_ohlcv', return_value=ohlcv_data)
freqtrade.pairlists.refresh_pairlist()
assert len(freqtrade.pairlists.whitelist) == 4
# Called once (only for XRP/BTC)
assert freqtrade.exchange.refresh_latest_ohlcv.call_count == 1
def test_OffsetFilter_error(mocker, whitelist_conf) -> None:

15
tests/rpc/test_rpc_apiserver.py
View File

@@ -422,20 +422,22 @@ def test_api_stopbuy(botclient):
assert ftbot.config['max_open_trades'] == 0
def test_api_balance(botclient, mocker, rpc_balance):
def test_api_balance(botclient, mocker, rpc_balance, tickers):
ftbot, client = botclient
ftbot.config['dry_run'] = False
mocker.patch('freqtrade.exchange.Exchange.get_balances', return_value=rpc_balance)
mocker.patch('freqtrade.exchange.Exchange.get_tickers', tickers)
mocker.patch('freqtrade.exchange.Exchange.get_valid_pair_combination',
side_effect=lambda a, b: f"{a}/{b}")
ftbot.wallets.update()
rc = client_get(client, f"{BASE_URI}/balance")
assert_response(rc)
assert "currencies" in rc.json()
assert len(rc.json()["currencies"]) == 5
assert rc.json()['currencies'][0] == {
response = rc.json()
assert "currencies" in response
assert len(response["currencies"]) == 5
assert response['currencies'][0] == {
'currency': 'BTC',
'free': 12.0,
'balance': 12.0,
@@ -443,6 +445,10 @@ def test_api_balance(botclient, mocker, rpc_balance):
'est_stake': 12.0,
'stake': 'BTC',
}
assert 'starting_capital' in response
assert 'starting_capital_fiat' in response
assert 'starting_capital_pct' in response
assert 'starting_capital_ratio' in response
def test_api_count(botclient, mocker, ticker, fee, markets):
@@ -1218,6 +1224,7 @@ def test_api_strategies(botclient):
assert_response(rc)
assert rc.json() == {'strategies': [
'HyperoptableStrategy',
'InformativeDecoratorTest',
'StrategyTestV2',
'TestStrategyLegacyV1'
]}

2
tests/rpc/test_rpc_telegram.py
View File

@@ -576,6 +576,8 @@ def test_balance_handle_too_large_response(default_conf, update, mocker) -> None
'total': 100.0,
'symbol': 100.0,
'value': 1000.0,
'starting_capital': 1000,
'starting_capital_fiat': 1000,
})
telegram, freqtradebot, msg_mock = get_telegram_testobject(mocker, default_conf)

75
tests/strategy/strats/informative_decorator_strategy.py Normal file
View File

@@ -0,0 +1,75 @@
# pragma pylint: disable=missing-docstring, invalid-name, pointless-string-statement
from pandas import DataFrame
from freqtrade.strategy import informative, merge_informative_pair
from freqtrade.strategy.interface import IStrategy
class InformativeDecoratorTest(IStrategy):
"""
Strategy used by tests freqtrade bot.
Please do not modify this strategy, it's intended for internal use only.
Please look at the SampleStrategy in the user_data/strategy directory
or strategy repository https://github.com/freqtrade/freqtrade-strategies
for samples and inspiration.
"""
INTERFACE_VERSION = 2
stoploss = -0.10
timeframe = '5m'
startup_candle_count: int = 20
def informative_pairs(self):
return [('BTC/USDT', '5m')]
def populate_buy_trend(self, dataframe: DataFrame, metadata: dict) -> DataFrame:
dataframe['buy'] = 0
return dataframe
def populate_sell_trend(self, dataframe: DataFrame, metadata: dict) -> DataFrame:
dataframe['sell'] = 0
return dataframe
# Decorator stacking test.
@informative('30m')
@informative('1h')
def populate_indicators_1h(self, dataframe: DataFrame, metadata: dict) -> DataFrame:
dataframe['rsi'] = 14
return dataframe
# Simple informative test.
@informative('1h', 'BTC/{stake}')
def populate_indicators_btc_1h(self, dataframe: DataFrame, metadata: dict) -> DataFrame:
dataframe['rsi'] = 14
return dataframe
# Quote currency different from stake currency test.
@informative('1h', 'ETH/BTC')
def populate_indicators_eth_btc_1h(self, dataframe: DataFrame, metadata: dict) -> DataFrame:
dataframe['rsi'] = 14
return dataframe
# Formatting test.
@informative('30m', 'BTC/{stake}', '{column}_{BASE}_{QUOTE}_{base}_{quote}_{asset}_{timeframe}')
def populate_indicators_btc_1h_2(self, dataframe: DataFrame, metadata: dict) -> DataFrame:
dataframe['rsi'] = 14
return dataframe
# Custom formatter test
@informative('30m', 'ETH/{stake}', fmt=lambda column, **kwargs: column + '_from_callable')
def populate_indicators_eth_30m(self, dataframe: DataFrame, metadata: dict) -> DataFrame:
dataframe['rsi'] = 14
return dataframe
def populate_indicators(self, dataframe: DataFrame, metadata: dict) -> DataFrame:
# Strategy timeframe indicators for current pair.
dataframe['rsi'] = 14
# Informative pairs are available in this method.
dataframe['rsi_less'] = dataframe['rsi'] < dataframe['rsi_1h']
# Mixing manual informative pairs with decorators.
informative = self.dp.get_pair_dataframe('BTC/USDT', '5m')
informative['rsi'] = 14
dataframe = merge_informative_pair(dataframe, informative, self.timeframe, '5m', ffill=True)
return dataframe

2
tests/strategy/test_interface.py
View File

@@ -611,7 +611,7 @@ def test_is_informative_pairs_callback(default_conf):
strategy = StrategyResolver.load_strategy(default_conf)
# Should return empty
# Uses fallback to base implementation
assert [] == strategy.informative_pairs()
assert [] == strategy.gather_informative_pairs()
@pytest.mark.parametrize('error', [

66
tests/strategy/test_strategy_helpers.py
View File

@@ -4,7 +4,9 @@ import numpy as np
import pandas as pd
import pytest
from freqtrade.strategy import merge_informative_pair, stoploss_from_open, timeframe_to_minutes
from freqtrade.data.dataprovider import DataProvider
from freqtrade.strategy import (merge_informative_pair, stoploss_from_absolute, stoploss_from_open,
timeframe_to_minutes)
def generate_test_data(timeframe: str, size: int):
@@ -132,3 +134,65 @@ def test_stoploss_from_open():
assert stoploss == 0
else:
assert isclose(stop_price, expected_stop_price, rel_tol=0.00001)
def test_stoploss_from_absolute():
assert stoploss_from_absolute(90, 100) == 1 - (90 / 100)
assert stoploss_from_absolute(100, 100) == 0
assert stoploss_from_absolute(110, 100) == 0
assert stoploss_from_absolute(100, 0) == 1
assert stoploss_from_absolute(0, 100) == 1
def test_informative_decorator(mocker, default_conf):
test_data_5m = generate_test_data('5m', 40)
test_data_30m = generate_test_data('30m', 40)
test_data_1h = generate_test_data('1h', 40)
data = {
('XRP/USDT', '5m'): test_data_5m,
('XRP/USDT', '30m'): test_data_30m,
('XRP/USDT', '1h'): test_data_1h,
('LTC/USDT', '5m'): test_data_5m,
('LTC/USDT', '30m'): test_data_30m,
('LTC/USDT', '1h'): test_data_1h,
('BTC/USDT', '30m'): test_data_30m,
('BTC/USDT', '5m'): test_data_5m,
('BTC/USDT', '1h'): test_data_1h,
('ETH/USDT', '1h'): test_data_1h,
('ETH/USDT', '30m'): test_data_30m,
('ETH/BTC', '1h'): test_data_1h,
}
from .strats.informative_decorator_strategy import InformativeDecoratorTest
default_conf['stake_currency'] = 'USDT'
strategy = InformativeDecoratorTest(config=default_conf)
strategy.dp = DataProvider({}, None, None)
mocker.patch.object(strategy.dp, 'current_whitelist', return_value=[
'XRP/USDT', 'LTC/USDT', 'BTC/USDT'
])
assert len(strategy._ft_informative) == 6 # Equal to number of decorators used
informative_pairs = [('XRP/USDT', '1h'), ('LTC/USDT', '1h'), ('XRP/USDT', '30m'),
('LTC/USDT', '30m'), ('BTC/USDT', '1h'), ('BTC/USDT', '30m'),
('BTC/USDT', '5m'), ('ETH/BTC', '1h'), ('ETH/USDT', '30m')]
for inf_pair in informative_pairs:
assert inf_pair in strategy.gather_informative_pairs()
def test_historic_ohlcv(pair, timeframe):
return data[(pair, timeframe or strategy.timeframe)].copy()
mocker.patch('freqtrade.data.dataprovider.DataProvider.historic_ohlcv',
side_effect=test_historic_ohlcv)
analyzed = strategy.advise_all_indicators(
{p: data[(p, strategy.timeframe)] for p in ('XRP/USDT', 'LTC/USDT')})
expected_columns = [
'rsi_1h', 'rsi_30m', # Stacked informative decorators
'btc_usdt_rsi_1h', # BTC 1h informative
'rsi_BTC_USDT_btc_usdt_BTC/USDT_30m', # Column formatting
'rsi_from_callable', # Custom column formatter
'eth_btc_rsi_1h', # Quote currency not matching stake currency
'rsi', 'rsi_less', # Non-informative columns
'rsi_5m', # Manual informative dataframe
]
for _, dataframe in analyzed.items():
for col in expected_columns:
assert col in dataframe.columns

6
tests/strategy/test_strategy_loading.py
View File

@@ -35,7 +35,7 @@ def test_search_all_strategies_no_failed():
directory = Path(__file__).parent / "strats"
strategies = StrategyResolver.search_all_objects(directory, enum_failed=False)
assert isinstance(strategies, list)
assert len(strategies) == 3
assert len(strategies) == 4
assert isinstance(strategies[0], dict)
@@ -43,10 +43,10 @@ def test_search_all_strategies_with_failed():
directory = Path(__file__).parent / "strats"
strategies = StrategyResolver.search_all_objects(directory, enum_failed=True)
assert isinstance(strategies, list)
assert len(strategies) == 4
assert len(strategies) == 5
# with enum_failed=True search_all_objects() shall find 2 good strategies
# and 1 which fails to load
assert len([x for x in strategies if x['class'] is not None]) == 3
assert len([x for x in strategies if x['class'] is not None]) == 4
assert len([x for x in strategies if x['class'] is None]) == 1

591
tests/test_freqtradebot.py
View File

@@ -78,11 +78,15 @@ def test_bot_cleanup(mocker, default_conf, caplog) -> None:
assert coo_mock.call_count == 1
def test_order_dict_dry_run(default_conf, mocker, caplog) -> None:
@pytest.mark.parametrize('runmode', [
RunMode.DRY_RUN,
RunMode.LIVE
])
def test_order_dict(default_conf, mocker, runmode, caplog) -> None:
patch_RPCManager(mocker)
patch_exchange(mocker)
conf = default_conf.copy()
conf['runmode'] = RunMode.DRY_RUN
conf['runmode'] = runmode
conf['order_types'] = {
'buy': 'market',
'sell': 'limit',
@@ -92,45 +96,14 @@ def test_order_dict_dry_run(default_conf, mocker, caplog) -> None:
conf['bid_strategy']['price_side'] = 'ask'
freqtrade = FreqtradeBot(conf)
if runmode == RunMode.LIVE:
assert not log_has_re(".*stoploss_on_exchange .* dry-run", caplog)
assert freqtrade.strategy.order_types['stoploss_on_exchange']
caplog.clear()
# is left untouched
conf = default_conf.copy()
conf['runmode'] = RunMode.DRY_RUN
conf['order_types'] = {
'buy': 'market',
'sell': 'limit',
'stoploss': 'limit',
'stoploss_on_exchange': False,
}
freqtrade = FreqtradeBot(conf)
assert not freqtrade.strategy.order_types['stoploss_on_exchange']
assert not log_has_re(".*stoploss_on_exchange .* dry-run", caplog)
def test_order_dict_live(default_conf, mocker, caplog) -> None:
patch_RPCManager(mocker)
patch_exchange(mocker)
conf = default_conf.copy()
conf['runmode'] = RunMode.LIVE
conf['order_types'] = {
'buy': 'market',
'sell': 'limit',
'stoploss': 'limit',
'stoploss_on_exchange': True,
}
conf['bid_strategy']['price_side'] = 'ask'
freqtrade = FreqtradeBot(conf)
assert not log_has_re(".*stoploss_on_exchange .* dry-run", caplog)
assert freqtrade.strategy.order_types['stoploss_on_exchange']
caplog.clear()
# is left untouched
conf = default_conf.copy()
conf['runmode'] = RunMode.LIVE
conf['runmode'] = runmode
conf['order_types'] = {
'buy': 'market',
'sell': 'limit',
@@ -219,8 +192,14 @@ def test_edge_overrides_stake_amount(mocker, edge_conf) -> None:
'LTC/BTC', freqtrade.edge) == (999.9 * 0.5 * 0.01) / 0.21
def test_edge_overrides_stoploss(limit_buy_order, fee, caplog, mocker, edge_conf) -> None:
@pytest.mark.parametrize('buy_price_mult,ignore_strat_sl', [
# Override stoploss
(0.79, False),
# Override strategy stoploss
(0.85, True)
])
def test_edge_overrides_stoploss(limit_buy_order, fee, caplog, mocker,
buy_price_mult, ignore_strat_sl, edge_conf) -> None:
patch_RPCManager(mocker)
patch_exchange(mocker)
patch_edge(mocker)
@@ -234,9 +213,9 @@ def test_edge_overrides_stoploss(limit_buy_order, fee, caplog, mocker, edge_conf
mocker.patch.multiple(
'freqtrade.exchange.Exchange',
fetch_ticker=MagicMock(return_value={
'bid': buy_price * 0.79,
'ask': buy_price * 0.79,
'last': buy_price * 0.79
'bid': buy_price * buy_price_mult,
'ask': buy_price * buy_price_mult,
'last': buy_price * buy_price_mult,
}),
get_fee=fee,
)
@@ -253,46 +232,10 @@ def test_edge_overrides_stoploss(limit_buy_order, fee, caplog, mocker, edge_conf
#############################################
# stoploss shoud be hit
assert freqtrade.handle_trade(trade) is True
assert log_has('Executing Sell for NEO/BTC. Reason: stop_loss', caplog)
assert trade.sell_reason == SellType.STOP_LOSS.value
def test_edge_should_ignore_strategy_stoploss(limit_buy_order, fee,
mocker, edge_conf) -> None:
patch_RPCManager(mocker)
patch_exchange(mocker)
patch_edge(mocker)
edge_conf['max_open_trades'] = float('inf')
# Strategy stoploss is -0.1 but Edge imposes a stoploss at -0.2
# Thus, if price falls 15%, stoploss should not be triggered
#
# mocking the ticker: price is falling ...
buy_price = limit_buy_order['price']
mocker.patch.multiple(
'freqtrade.exchange.Exchange',
fetch_ticker=MagicMock(return_value={
'bid': buy_price * 0.85,
'ask': buy_price * 0.85,
'last': buy_price * 0.85
}),
get_fee=fee,
)
#############################################
# Create a trade with "limit_buy_order" price
freqtrade = FreqtradeBot(edge_conf)
freqtrade.active_pair_whitelist = ['NEO/BTC']
patch_get_signal(freqtrade)
freqtrade.strategy.min_roi_reached = MagicMock(return_value=False)
freqtrade.enter_positions()
trade = Trade.query.first()
trade.update(limit_buy_order)
#############################################
# stoploss shoud not be hit
assert freqtrade.handle_trade(trade) is False
assert freqtrade.handle_trade(trade) is not ignore_strat_sl
if not ignore_strat_sl:
assert log_has('Executing Sell for NEO/BTC. Reason: stop_loss', caplog)
assert trade.sell_reason == SellType.STOP_LOSS.value
def test_total_open_trades_stakes(mocker, default_conf, ticker, fee) -> None:
@@ -376,8 +319,16 @@ def test_create_trade_no_stake_amount(default_conf, ticker, limit_buy_order,
freqtrade.create_trade('ETH/BTC')
def test_create_trade_minimal_amount(default_conf, ticker, limit_buy_order_open,
fee, mocker) -> None:
@pytest.mark.parametrize('stake_amount,create,amount_enough,max_open_trades', [
(0.0005, True, True, 99),
(0.000000005, True, False, 99),
(0, False, True, 99),
(UNLIMITED_STAKE_AMOUNT, False, True, 0),
])
def test_create_trade_minimal_amount(
default_conf, ticker, limit_buy_order_open, fee, mocker,
stake_amount, create, amount_enough, max_open_trades, caplog
) -> None:
patch_RPCManager(mocker)
patch_exchange(mocker)
buy_mock = MagicMock(return_value=limit_buy_order_open)
@@ -387,78 +338,33 @@ def test_create_trade_minimal_amount(default_conf, ticker, limit_buy_order_open,
create_order=buy_mock,
get_fee=fee,
)
default_conf['stake_amount'] = 0.0005
default_conf['max_open_trades'] = max_open_trades
freqtrade = FreqtradeBot(default_conf)
freqtrade.config['stake_amount'] = stake_amount
patch_get_signal(freqtrade)
freqtrade.create_trade('ETH/BTC')
rate, amount = buy_mock.call_args[1]['rate'], buy_mock.call_args[1]['amount']
assert rate * amount <= default_conf['stake_amount']
def test_create_trade_too_small_stake_amount(default_conf, ticker, limit_buy_order_open,
fee, mocker, caplog) -> None:
patch_RPCManager(mocker)
patch_exchange(mocker)
buy_mock = MagicMock(return_value=limit_buy_order_open)
mocker.patch.multiple(
'freqtrade.exchange.Exchange',
fetch_ticker=ticker,
create_order=buy_mock,
get_fee=fee,
)
freqtrade = FreqtradeBot(default_conf)
freqtrade.config['stake_amount'] = 0.000000005
patch_get_signal(freqtrade)
assert freqtrade.create_trade('ETH/BTC')
assert log_has_re(r"Stake amount for pair .* is too small.*", caplog)
def test_create_trade_zero_stake_amount(default_conf, ticker, limit_buy_order_open,
fee, mocker) -> None:
patch_RPCManager(mocker)
patch_exchange(mocker)
buy_mock = MagicMock(return_value=limit_buy_order_open)
mocker.patch.multiple(
'freqtrade.exchange.Exchange',
fetch_ticker=ticker,
create_order=buy_mock,
get_fee=fee,
)
freqtrade = FreqtradeBot(default_conf)
freqtrade.config['stake_amount'] = 0
patch_get_signal(freqtrade)
assert not freqtrade.create_trade('ETH/BTC')
def test_create_trade_limit_reached(default_conf, ticker, limit_buy_order_open,
fee, mocker) -> None:
patch_RPCManager(mocker)
patch_exchange(mocker)
mocker.patch.multiple(
'freqtrade.exchange.Exchange',
fetch_ticker=ticker,
create_order=MagicMock(return_value=limit_buy_order_open),
get_fee=fee,
)
default_conf['max_open_trades'] = 0
default_conf['stake_amount'] = UNLIMITED_STAKE_AMOUNT
freqtrade = FreqtradeBot(default_conf)
patch_get_signal(freqtrade)
assert not freqtrade.create_trade('ETH/BTC')
assert freqtrade.wallets.get_trade_stake_amount('ETH/BTC', freqtrade.edge) == 0
if create:
assert freqtrade.create_trade('ETH/BTC')
if amount_enough:
rate, amount = buy_mock.call_args[1]['rate'], buy_mock.call_args[1]['amount']
assert rate * amount <= default_conf['stake_amount']
else:
assert log_has_re(
r"Stake amount for pair .* is too small.*",
caplog
)
else:
assert not freqtrade.create_trade('ETH/BTC')
if not max_open_trades:
assert freqtrade.wallets.get_trade_stake_amount('ETH/BTC', freqtrade.edge) == 0
@pytest.mark.parametrize('whitelist,positions', [
(["ETH/BTC"], 1), # No pairs left
([], 0), # No pairs in whitelist
])
def test_enter_positions_no_pairs_left(default_conf, ticker, limit_buy_order_open, fee,
mocker, caplog) -> None:
whitelist, positions, mocker, caplog) -> None:
patch_RPCManager(mocker)
patch_exchange(mocker)
mocker.patch.multiple(
@@ -467,36 +373,20 @@ def test_enter_positions_no_pairs_left(default_conf, ticker, limit_buy_order_ope
create_order=MagicMock(return_value=limit_buy_order_open),
get_fee=fee,
)
default_conf['exchange']['pair_whitelist'] = ["ETH/BTC"]
default_conf['exchange']['pair_whitelist'] = whitelist
freqtrade = FreqtradeBot(default_conf)
patch_get_signal(freqtrade)
n = freqtrade.enter_positions()
assert n == 1
assert not log_has_re(r"No currency pair in active pair whitelist.*", caplog)
n = freqtrade.enter_positions()
assert n == 0
assert log_has_re(r"No currency pair in active pair whitelist.*", caplog)
def test_enter_positions_no_pairs_in_whitelist(default_conf, ticker, limit_buy_order, fee,
mocker, caplog) -> None:
patch_RPCManager(mocker)
patch_exchange(mocker)
mocker.patch.multiple(
'freqtrade.exchange.Exchange',
fetch_ticker=ticker,
create_order=MagicMock(return_value={'id': limit_buy_order['id']}),
get_fee=fee,
)
default_conf['exchange']['pair_whitelist'] = []
freqtrade = FreqtradeBot(default_conf)
patch_get_signal(freqtrade)
n = freqtrade.enter_positions()
assert n == 0
assert log_has("Active pair whitelist is empty.", caplog)
assert n == positions
if positions:
assert not log_has_re(r"No currency pair in active pair whitelist.*", caplog)
n = freqtrade.enter_positions()
assert n == 0
assert log_has_re(r"No currency pair in active pair whitelist.*", caplog)
else:
assert n == 0
assert log_has("Active pair whitelist is empty.", caplog)
@pytest.mark.usefixtures("init_persistence")
@@ -1252,6 +1142,7 @@ def test_create_stoploss_order_insufficient_funds(mocker, default_conf, caplog,
@pytest.mark.usefixtures("init_persistence")
def test_handle_stoploss_on_exchange_trailing(mocker, default_conf, fee,
limit_buy_order, limit_sell_order) -> None:
# TODO-lev: test for short
# When trailing stoploss is set
stoploss = MagicMock(return_value={'id': 13434334})
patch_RPCManager(mocker)
@@ -1343,10 +1234,14 @@ def test_handle_stoploss_on_exchange_trailing(mocker, default_conf, fee,
assert freqtrade.handle_stoploss_on_exchange(trade) is False
cancel_order_mock.assert_called_once_with(100, 'ETH/BTC')
stoploss_order_mock.assert_called_once_with(amount=85.32423208,
pair='ETH/BTC',
order_types=freqtrade.strategy.order_types,
stop_price=0.00002346 * 0.95)
stoploss_order_mock.assert_called_once_with(
amount=85.32423208,
pair='ETH/BTC',
order_types=freqtrade.strategy.order_types,
stop_price=0.00002346 * 0.95,
side="sell",
leverage=1.0
)
# price fell below stoploss, so dry-run sells trade.
mocker.patch('freqtrade.exchange.Exchange.fetch_ticker', MagicMock(return_value={
@@ -1359,6 +1254,7 @@ def test_handle_stoploss_on_exchange_trailing(mocker, default_conf, fee,
def test_handle_stoploss_on_exchange_trailing_error(mocker, default_conf, fee, caplog,
limit_buy_order, limit_sell_order) -> None:
# TODO-lev: test for short
# When trailing stoploss is set
stoploss = MagicMock(return_value={'id': 13434334})
patch_exchange(mocker)
@@ -1417,7 +1313,7 @@ def test_handle_stoploss_on_exchange_trailing_error(mocker, default_conf, fee, c
side_effect=InvalidOrderException())
mocker.patch('freqtrade.exchange.Binance.fetch_stoploss_order',
return_value=stoploss_order_hanging)
freqtrade.handle_trailing_stoploss_on_exchange(trade, stoploss_order_hanging)
freqtrade.handle_trailing_stoploss_on_exchange(trade, stoploss_order_hanging, side="sell")
assert log_has_re(r"Could not cancel stoploss order abcd for pair ETH/BTC.*", caplog)
# Still try to create order
@@ -1427,7 +1323,7 @@ def test_handle_stoploss_on_exchange_trailing_error(mocker, default_conf, fee, c
caplog.clear()
cancel_mock = mocker.patch("freqtrade.exchange.Binance.cancel_stoploss_order", MagicMock())
mocker.patch("freqtrade.exchange.Binance.stoploss", side_effect=ExchangeError())
freqtrade.handle_trailing_stoploss_on_exchange(trade, stoploss_order_hanging)
freqtrade.handle_trailing_stoploss_on_exchange(trade, stoploss_order_hanging, side="sell")
assert cancel_mock.call_count == 1
assert log_has_re(r"Could not create trailing stoploss order for pair ETH/BTC\..*", caplog)
@@ -1436,6 +1332,7 @@ def test_handle_stoploss_on_exchange_trailing_error(mocker, default_conf, fee, c
def test_handle_stoploss_on_exchange_custom_stop(mocker, default_conf, fee,
limit_buy_order, limit_sell_order) -> None:
# When trailing stoploss is set
# TODO-lev: test for short
stoploss = MagicMock(return_value={'id': 13434334})
patch_RPCManager(mocker)
mocker.patch.multiple(
@@ -1526,10 +1423,14 @@ def test_handle_stoploss_on_exchange_custom_stop(mocker, default_conf, fee,
assert freqtrade.handle_stoploss_on_exchange(trade) is False
cancel_order_mock.assert_called_once_with(100, 'ETH/BTC')
stoploss_order_mock.assert_called_once_with(amount=85.32423208,
pair='ETH/BTC',
order_types=freqtrade.strategy.order_types,
stop_price=0.00002346 * 0.96)
stoploss_order_mock.assert_called_once_with(
amount=85.32423208,
pair='ETH/BTC',
order_types=freqtrade.strategy.order_types,
stop_price=0.00002346 * 0.96,
side="sell",
leverage=1.0
)
# price fell below stoploss, so dry-run sells trade.
mocker.patch('freqtrade.exchange.Exchange.fetch_ticker', MagicMock(return_value={
@@ -1542,7 +1443,7 @@ def test_handle_stoploss_on_exchange_custom_stop(mocker, default_conf, fee,
def test_tsl_on_exchange_compatible_with_edge(mocker, edge_conf, fee, caplog,
limit_buy_order, limit_sell_order) -> None:
# TODO-lev: test for short
# When trailing stoploss is set
stoploss = MagicMock(return_value={'id': 13434334})
patch_RPCManager(mocker)
@@ -1647,36 +1548,37 @@ def test_tsl_on_exchange_compatible_with_edge(mocker, edge_conf, fee, caplog,
# stoploss should be set to 1% as trailing is on
assert trade.stop_loss == 0.00002346 * 0.99
cancel_order_mock.assert_called_once_with(100, 'NEO/BTC')
stoploss_order_mock.assert_called_once_with(amount=2132892.49146757,
pair='NEO/BTC',
order_types=freqtrade.strategy.order_types,
stop_price=0.00002346 * 0.99)
stoploss_order_mock.assert_called_once_with(
amount=2132892.49146757,
pair='NEO/BTC',
order_types=freqtrade.strategy.order_types,
stop_price=0.00002346 * 0.99,
side="sell",
leverage=1.0
)
def test_enter_positions(mocker, default_conf, caplog) -> None:
@pytest.mark.parametrize('return_value,side_effect,log_message', [
(False, None, 'Found no enter signals for whitelisted currencies. Trying again...'),
(None, DependencyException, 'Unable to create trade for ETH/BTC: ')
])
def test_enter_positions(mocker, default_conf, return_value, side_effect,
log_message, caplog) -> None:
caplog.set_level(logging.DEBUG)
freqtrade = get_patched_freqtradebot(mocker, default_conf)
mock_ct = mocker.patch('freqtrade.freqtradebot.FreqtradeBot.create_trade',
MagicMock(return_value=False))
n = freqtrade.enter_positions()
assert n == 0
assert log_has('Found no enter signals for whitelisted currencies. Trying again...', caplog)
# create_trade should be called once for every pair in the whitelist.
assert mock_ct.call_count == len(default_conf['exchange']['pair_whitelist'])
def test_enter_positions_exception(mocker, default_conf, caplog) -> None:
freqtrade = get_patched_freqtradebot(mocker, default_conf)
mock_ct = mocker.patch(
'freqtrade.freqtradebot.FreqtradeBot.create_trade',
MagicMock(side_effect=DependencyException)
MagicMock(
return_value=return_value,
side_effect=side_effect
)
)
n = freqtrade.enter_positions()
assert n == 0
assert log_has(log_message, caplog)
# create_trade should be called once for every pair in the whitelist.
assert mock_ct.call_count == len(default_conf['exchange']['pair_whitelist'])
assert log_has('Unable to create trade for ETH/BTC: ', caplog)
def test_exit_positions(mocker, default_conf, limit_buy_order, caplog) -> None:
@@ -1770,8 +1672,13 @@ def test_update_trade_state(mocker, default_conf, limit_buy_order, caplog) -> No
assert log_has_re('Found open order for.*', caplog)
@pytest.mark.parametrize('initial_amount,has_rounding_fee', [
(90.99181073 + 1e-14, True),
(8.0, False)
])
def test_update_trade_state_withorderdict(default_conf, trades_for_order, limit_buy_order, fee,
mocker):
mocker, initial_amount, has_rounding_fee, caplog):
trades_for_order[0]['amount'] = initial_amount
mocker.patch('freqtrade.exchange.Exchange.get_trades_for_order', return_value=trades_for_order)
# fetch_order should not be called!!
mocker.patch('freqtrade.exchange.Exchange.fetch_order', MagicMock(side_effect=ValueError))
@@ -1792,32 +1699,8 @@ def test_update_trade_state_withorderdict(default_conf, trades_for_order, limit_
freqtrade.update_trade_state(trade, '123456', limit_buy_order)
assert trade.amount != amount
assert trade.amount == limit_buy_order['amount']
def test_update_trade_state_withorderdict_rounding_fee(default_conf, trades_for_order, fee,
limit_buy_order, mocker, caplog):
trades_for_order[0]['amount'] = limit_buy_order['amount'] + 1e-14
mocker.patch('freqtrade.exchange.Exchange.get_trades_for_order', return_value=trades_for_order)
# fetch_order should not be called!!
mocker.patch('freqtrade.exchange.Exchange.fetch_order', MagicMock(side_effect=ValueError))
patch_exchange(mocker)
amount = sum(x['amount'] for x in trades_for_order)
freqtrade = get_patched_freqtradebot(mocker, default_conf)
trade = Trade(
pair='LTC/ETH',
amount=amount,
exchange='binance',
open_rate=0.245441,
fee_open=fee.return_value,
fee_close=fee.return_value,
open_order_id='123456',
is_open=True,
open_date=arrow.utcnow().datetime,
)
freqtrade.update_trade_state(trade, '123456', limit_buy_order)
assert trade.amount != amount
assert trade.amount == limit_buy_order['amount']
assert log_has_re(r'Applying fee on amount for .*', caplog)
if has_rounding_fee:
assert log_has_re(r'Applying fee on amount for .*', caplog)
def test_update_trade_state_exception(mocker, default_conf,
@@ -3129,16 +3012,28 @@ def test_execute_trade_exit_insufficient_funds_error(default_conf, ticker, fee,
assert mock_insuf.call_count == 1
def test_sell_profit_only_enable_profit(default_conf, limit_buy_order, limit_buy_order_open,
fee, mocker) -> None:
@pytest.mark.parametrize('profit_only,bid,ask,handle_first,handle_second,sell_type', [
# Enable profit
(True, 0.00001172, 0.00001173, False, True, SellType.SELL_SIGNAL.value),
# Disable profit
(False, 0.00002172, 0.00002173, True, False, SellType.SELL_SIGNAL.value),
# Enable loss
# * Shouldn't this be SellType.STOP_LOSS.value
(True, 0.00000172, 0.00000173, False, False, None),
# Disable loss
(False, 0.00000172, 0.00000173, True, False, SellType.SELL_SIGNAL.value),
])
def test_sell_profit_only(
default_conf, limit_buy_order, limit_buy_order_open,
fee, mocker, profit_only, bid, ask, handle_first, handle_second, sell_type) -> None:
patch_RPCManager(mocker)
patch_exchange(mocker)
mocker.patch.multiple(
'freqtrade.exchange.Exchange',
fetch_ticker=MagicMock(return_value={
'bid': 0.00001172,
'ask': 0.00001173,
'last': 0.00001172
'bid': bid,
'ask': ask,
'last': bid
}),
create_order=MagicMock(side_effect=[
limit_buy_order_open,
@@ -3148,128 +3043,29 @@ def test_sell_profit_only_enable_profit(default_conf, limit_buy_order, limit_buy
)
default_conf.update({
'use_sell_signal': True,
'sell_profit_only': True,
'sell_profit_only': profit_only,
'sell_profit_offset': 0.1,
})
freqtrade = FreqtradeBot(default_conf)
patch_get_signal(freqtrade)
freqtrade.strategy.min_roi_reached = MagicMock(return_value=False)
if sell_type == SellType.SELL_SIGNAL.value:
freqtrade.strategy.min_roi_reached = MagicMock(return_value=False)
else:
freqtrade.strategy.stop_loss_reached = MagicMock(return_value=SellCheckTuple(
sell_type=SellType.NONE))
freqtrade.enter_positions()
trade = Trade.query.first()
trade.update(limit_buy_order)
freqtrade.wallets.update()
patch_get_signal(freqtrade, value=(False, True, None))
assert freqtrade.handle_trade(trade) is False
assert freqtrade.handle_trade(trade) is handle_first
freqtrade.strategy.sell_profit_offset = 0.0
assert freqtrade.handle_trade(trade) is True
if handle_second:
freqtrade.strategy.sell_profit_offset = 0.0
assert freqtrade.handle_trade(trade) is True
assert trade.sell_reason == SellType.SELL_SIGNAL.value
def test_sell_profit_only_disable_profit(default_conf, limit_buy_order, limit_buy_order_open,
fee, mocker) -> None:
patch_RPCManager(mocker)
patch_exchange(mocker)
mocker.patch.multiple(
'freqtrade.exchange.Exchange',
fetch_ticker=MagicMock(return_value={
'bid': 0.00002172,
'ask': 0.00002173,
'last': 0.00002172
}),
create_order=MagicMock(side_effect=[
limit_buy_order_open,
{'id': 1234553382},
]),
get_fee=fee,
)
default_conf.update({
'use_sell_signal': True,
'sell_profit_only': False,
})
freqtrade = FreqtradeBot(default_conf)
patch_get_signal(freqtrade)
freqtrade.strategy.min_roi_reached = MagicMock(return_value=False)
freqtrade.enter_positions()
trade = Trade.query.first()
trade.update(limit_buy_order)
freqtrade.wallets.update()
patch_get_signal(freqtrade, value=(False, True, None))
assert freqtrade.handle_trade(trade) is True
assert trade.sell_reason == SellType.SELL_SIGNAL.value
def test_sell_profit_only_enable_loss(default_conf, limit_buy_order, limit_buy_order_open,
fee, mocker) -> None:
patch_RPCManager(mocker)
patch_exchange(mocker)
mocker.patch.multiple(
'freqtrade.exchange.Exchange',
fetch_ticker=MagicMock(return_value={
'bid': 0.00000172,
'ask': 0.00000173,
'last': 0.00000172
}),
create_order=MagicMock(side_effect=[
limit_buy_order_open,
{'id': 1234553382},
]),
get_fee=fee,
)
default_conf.update({
'use_sell_signal': True,
'sell_profit_only': True,
})
freqtrade = FreqtradeBot(default_conf)
patch_get_signal(freqtrade)
freqtrade.strategy.stop_loss_reached = MagicMock(return_value=SellCheckTuple(
sell_type=SellType.NONE))
freqtrade.enter_positions()
trade = Trade.query.first()
trade.update(limit_buy_order)
patch_get_signal(freqtrade, value=(False, True, None))
assert freqtrade.handle_trade(trade) is False
def test_sell_profit_only_disable_loss(default_conf, limit_buy_order, limit_buy_order_open,
fee, mocker) -> None:
patch_RPCManager(mocker)
patch_exchange(mocker)
mocker.patch.multiple(
'freqtrade.exchange.Exchange',
fetch_ticker=MagicMock(return_value={
'bid': 0.0000172,
'ask': 0.0000173,
'last': 0.0000172
}),
create_order=MagicMock(side_effect=[
limit_buy_order_open,
{'id': 1234553382},
]),
get_fee=fee,
)
default_conf.update({
'use_sell_signal': True,
'sell_profit_only': False,
})
freqtrade = FreqtradeBot(default_conf)
patch_get_signal(freqtrade)
freqtrade.strategy.min_roi_reached = MagicMock(return_value=False)
freqtrade.enter_positions()
trade = Trade.query.first()
trade.update(limit_buy_order)
freqtrade.wallets.update()
patch_get_signal(freqtrade, value=(False, True, None))
assert freqtrade.handle_trade(trade) is True
assert trade.sell_reason == SellType.SELL_SIGNAL.value
assert trade.sell_reason == sell_type
def test_sell_not_enough_balance(default_conf, limit_buy_order, limit_buy_order_open,
@@ -3307,11 +3103,15 @@ def test_sell_not_enough_balance(default_conf, limit_buy_order, limit_buy_order_
assert trade.amount != amnt
def test__safe_exit_amount(default_conf, fee, caplog, mocker):
@pytest.mark.parametrize('amount_wallet,has_err', [
(95.29, False),
(91.29, True)
])
def test__safe_exit_amount(default_conf, fee, caplog, mocker, amount_wallet, has_err):
patch_RPCManager(mocker)
patch_exchange(mocker)
amount = 95.33
amount_wallet = 95.29
amount_wallet = amount_wallet
mocker.patch('freqtrade.wallets.Wallets.get_free', MagicMock(return_value=amount_wallet))
wallet_update = mocker.patch('freqtrade.wallets.Wallets.update')
trade = Trade(
@@ -3325,37 +3125,19 @@ def test__safe_exit_amount(default_conf, fee, caplog, mocker):
)
freqtrade = FreqtradeBot(default_conf)
patch_get_signal(freqtrade)
wallet_update.reset_mock()
assert freqtrade._safe_exit_amount(trade.pair, trade.amount) == amount_wallet
assert log_has_re(r'.*Falling back to wallet-amount.', caplog)
assert wallet_update.call_count == 1
caplog.clear()
wallet_update.reset_mock()
assert freqtrade._safe_exit_amount(trade.pair, amount_wallet) == amount_wallet
assert not log_has_re(r'.*Falling back to wallet-amount.', caplog)
assert wallet_update.call_count == 1
def test__safe_exit_amount_error(default_conf, fee, caplog, mocker):
patch_RPCManager(mocker)
patch_exchange(mocker)
amount = 95.33
amount_wallet = 91.29
mocker.patch('freqtrade.wallets.Wallets.get_free', MagicMock(return_value=amount_wallet))
trade = Trade(
pair='LTC/ETH',
amount=amount,
exchange='binance',
open_rate=0.245441,
open_order_id="123456",
fee_open=fee.return_value,
fee_close=fee.return_value,
)
freqtrade = FreqtradeBot(default_conf)
patch_get_signal(freqtrade)
with pytest.raises(DependencyException, match=r"Not enough amount to exit."):
assert freqtrade._safe_exit_amount(trade.pair, trade.amount)
if has_err:
with pytest.raises(DependencyException, match=r"Not enough amount to exit trade."):
assert freqtrade._safe_exit_amount(trade.pair, trade.amount)
else:
wallet_update.reset_mock()
assert freqtrade._safe_exit_amount(trade.pair, trade.amount) == amount_wallet
assert log_has_re(r'.*Falling back to wallet-amount.', caplog)
assert wallet_update.call_count == 1
caplog.clear()
wallet_update.reset_mock()
assert freqtrade._safe_exit_amount(trade.pair, amount_wallet) == amount_wallet
assert not log_has_re(r'.*Falling back to wallet-amount.', caplog)
assert wallet_update.call_count == 1
def test_locked_pairs(default_conf, ticker, fee, ticker_sell_down, mocker, caplog) -> None:
@@ -4143,50 +3925,37 @@ def test_order_book_depth_of_market_high_delta(default_conf, ticker, limit_buy_o
assert trade is None
def test_order_book_bid_strategy1(mocker, default_conf, order_book_l2) -> None:
@pytest.mark.parametrize('exception_thrown,ask,last,order_book_top,order_book', [
(False, 0.045, 0.046, 2, None),
(True, 0.042, 0.046, 1, {'bids': [[]], 'asks': [[]]})
])
def test_order_book_bid_strategy1(mocker, default_conf, order_book_l2, exception_thrown,
ask, last, order_book_top, order_book, caplog) -> None:
"""
test if function get_rate will return the order book price
instead of the ask rate
test if function get_rate will return the order book price instead of the ask rate
"""
patch_exchange(mocker)
ticker_mock = MagicMock(return_value={'ask': 0.045, 'last': 0.046})
ticker_mock = MagicMock(return_value={'ask': ask, 'last': last})
mocker.patch.multiple(
'freqtrade.exchange.Exchange',
fetch_l2_order_book=order_book_l2,
fetch_l2_order_book=MagicMock(return_value=order_book) if order_book else order_book_l2,
fetch_ticker=ticker_mock,
)
default_conf['exchange']['name'] = 'binance'
default_conf['bid_strategy']['use_order_book'] = True
default_conf['bid_strategy']['order_book_top'] = 2
default_conf['bid_strategy']['order_book_top'] = order_book_top
default_conf['bid_strategy']['ask_last_balance'] = 0
default_conf['telegram']['enabled'] = False
freqtrade = FreqtradeBot(default_conf)
assert freqtrade.exchange.get_rate('ETH/BTC', refresh=True, side="buy") == 0.043935
assert ticker_mock.call_count == 0
def test_order_book_bid_strategy_exception(mocker, default_conf, caplog) -> None:
patch_exchange(mocker)
ticker_mock = MagicMock(return_value={'ask': 0.042, 'last': 0.046})
mocker.patch.multiple(
'freqtrade.exchange.Exchange',
fetch_l2_order_book=MagicMock(return_value={'bids': [[]], 'asks': [[]]}),
fetch_ticker=ticker_mock,
)
default_conf['exchange']['name'] = 'binance'
default_conf['bid_strategy']['use_order_book'] = True
default_conf['bid_strategy']['order_book_top'] = 1
default_conf['bid_strategy']['ask_last_balance'] = 0
default_conf['telegram']['enabled'] = False
freqtrade = FreqtradeBot(default_conf)
# orderbook shall be used even if tickers would be lower.
with pytest.raises(PricingError):
freqtrade.exchange.get_rate('ETH/BTC', refresh=True, side="buy")
assert log_has_re(r'Buy Price at location 1 from orderbook could not be determined.', caplog)
if exception_thrown:
with pytest.raises(PricingError):
freqtrade.exchange.get_rate('ETH/BTC', refresh=True, side="buy")
assert log_has_re(
r'Buy Price at location 1 from orderbook could not be determined.', caplog)
else:
assert freqtrade.exchange.get_rate('ETH/BTC', refresh=True, side="buy") == 0.043935
assert ticker_mock.call_count == 0
def test_check_depth_of_market_buy(default_conf, mocker, order_book_l2) -> None:

32
tests/test_periodiccache.py Normal file
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import time_machine
from freqtrade.configuration import PeriodicCache
def test_ttl_cache():
with time_machine.travel("2021-09-01 05:00:00 +00:00") as t:
cache = PeriodicCache(5, ttl=60)
cache1h = PeriodicCache(5, ttl=3600)
assert cache.timer() == 1630472400.0
cache['a'] = 1235
cache1h['a'] = 555123
assert 'a' in cache
assert 'a' in cache1h
t.move_to("2021-09-01 05:00:59 +00:00")
assert 'a' in cache
assert 'a' in cache1h
# Cache expired
t.move_to("2021-09-01 05:01:00 +00:00")
assert 'a' not in cache
assert 'a' in cache1h
t.move_to("2021-09-01 05:59:59 +00:00")
assert 'a' in cache1h
t.move_to("2021-09-01 06:00:00 +00:00")
assert 'a' not in cache1h