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refactor: extract hyperopt-params test to separate file

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Matthias
2025-08-24 16:02:59 +02:00
parent 51c1674663
commit c72f5b79fe
2 changed files with 106 additions and 97 deletions
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98
tests/strategy/test_interface.py
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@@ -12,20 +12,13 @@ from freqtrade.configuration import TimeRange
from freqtrade.constants import CUSTOM_TAG_MAX_LENGTH
from freqtrade.data.dataprovider import DataProvider
from freqtrade.data.history import load_data
from freqtrade.enums import ExitCheckTuple, ExitType, HyperoptState, SignalDirection
from freqtrade.enums import ExitCheckTuple, ExitType, SignalDirection
from freqtrade.exceptions import OperationalException, StrategyError
from freqtrade.optimize.hyperopt_tools import HyperoptStateContainer
from freqtrade.optimize.space import SKDecimal
from freqtrade.persistence import PairLocks, Trade
from freqtrade.resolvers import StrategyResolver
from freqtrade.strategy.hyper import detect_parameters
from freqtrade.strategy.parameters import (
BaseParameter,
BooleanParameter,
CategoricalParameter,
DecimalParameter,
IntParameter,
RealParameter,
)
from freqtrade.strategy.strategy_validation import StrategyResultValidator
from freqtrade.util import dt_now
@@ -930,95 +923,6 @@ def test_is_informative_pairs_callback(default_conf):
assert [] == strategy.gather_informative_pairs()
def test_hyperopt_parameters():
HyperoptStateContainer.set_state(HyperoptState.INDICATORS)
from optuna.distributions import CategoricalDistribution, FloatDistribution, IntDistribution
with pytest.raises(OperationalException, match=r"Name is determined.*"):
IntParameter(low=0, high=5, default=1, name="hello")
with pytest.raises(OperationalException, match=r"IntParameter space must be.*"):
IntParameter(low=0, default=5, space="buy")
with pytest.raises(OperationalException, match=r"RealParameter space must be.*"):
RealParameter(low=0, default=5, space="buy")
with pytest.raises(OperationalException, match=r"DecimalParameter space must be.*"):
DecimalParameter(low=0, default=5, space="buy")
with pytest.raises(OperationalException, match=r"IntParameter space invalid\."):
IntParameter([0, 10], high=7, default=5, space="buy")
with pytest.raises(OperationalException, match=r"RealParameter space invalid\."):
RealParameter([0, 10], high=7, default=5, space="buy")
with pytest.raises(OperationalException, match=r"DecimalParameter space invalid\."):
DecimalParameter([0, 10], high=7, default=5, space="buy")
with pytest.raises(OperationalException, match=r"CategoricalParameter space must.*"):
CategoricalParameter(["aa"], default="aa", space="buy")
with pytest.raises(TypeError):
BaseParameter(opt_range=[0, 1], default=1, space="buy")
intpar = IntParameter(low=0, high=5, default=1, space="buy")
assert intpar.value == 1
assert isinstance(intpar.get_space(""), IntDistribution)
assert isinstance(intpar.range, range)
assert len(list(intpar.range)) == 1
# Range contains ONLY the default / value.
assert list(intpar.range) == [intpar.value]
intpar.in_space = True
assert len(list(intpar.range)) == 6
assert list(intpar.range) == [0, 1, 2, 3, 4, 5]
fltpar = RealParameter(low=0.0, high=5.5, default=1.0, space="buy")
assert fltpar.value == 1
assert isinstance(fltpar.get_space(""), FloatDistribution)
fltpar = DecimalParameter(low=0.0, high=0.5, default=0.14, decimals=1, space="buy")
assert fltpar.value == 0.1
assert isinstance(fltpar.get_space(""), SKDecimal)
assert isinstance(fltpar.range, list)
assert len(list(fltpar.range)) == 1
# Range contains ONLY the default / value.
assert list(fltpar.range) == [fltpar.value]
fltpar.in_space = True
assert len(list(fltpar.range)) == 6
assert list(fltpar.range) == [0.0, 0.1, 0.2, 0.3, 0.4, 0.5]
catpar = CategoricalParameter(
["buy_rsi", "buy_macd", "buy_none"], default="buy_macd", space="buy"
)
assert catpar.value == "buy_macd"
assert isinstance(catpar.get_space(""), CategoricalDistribution)
assert isinstance(catpar.range, list)
assert len(list(catpar.range)) == 1
# Range contains ONLY the default / value.
assert list(catpar.range) == [catpar.value]
catpar.in_space = True
assert len(list(catpar.range)) == 3
assert list(catpar.range) == ["buy_rsi", "buy_macd", "buy_none"]
boolpar = BooleanParameter(default=True, space="buy")
assert boolpar.value is True
assert isinstance(boolpar.get_space(""), CategoricalDistribution)
assert isinstance(boolpar.range, list)
assert len(list(boolpar.range)) == 1
boolpar.in_space = True
assert len(list(boolpar.range)) == 2
assert list(boolpar.range) == [True, False]
HyperoptStateContainer.set_state(HyperoptState.OPTIMIZE)
assert len(list(intpar.range)) == 1
assert len(list(fltpar.range)) == 1
assert len(list(catpar.range)) == 1
assert len(list(boolpar.range)) == 1
def test_auto_hyperopt_interface(default_conf):
default_conf.update({"strategy": "HyperoptableStrategyV2"})
PairLocks.timeframe = default_conf["timeframe"]