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Convert trailing and roi defaults to skdecimal
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@ -7,7 +7,7 @@ import math
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from abc import ABC
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from typing import Any, Callable, Dict, List
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from skopt.space import Categorical, Dimension, Integer, Real
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from skopt.space import Categorical, Dimension, Integer
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from freqtrade.exceptions import OperationalException
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from freqtrade.exchange import timeframe_to_minutes
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@ -155,9 +155,12 @@ class IHyperOpt(ABC):
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Integer(roi_limits['roi_t1_min'], roi_limits['roi_t1_max'], name='roi_t1'),
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Integer(roi_limits['roi_t2_min'], roi_limits['roi_t2_max'], name='roi_t2'),
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Integer(roi_limits['roi_t3_min'], roi_limits['roi_t3_max'], name='roi_t3'),
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Real(roi_limits['roi_p1_min'], roi_limits['roi_p1_max'], name='roi_p1'),
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Real(roi_limits['roi_p2_min'], roi_limits['roi_p2_max'], name='roi_p2'),
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Real(roi_limits['roi_p3_min'], roi_limits['roi_p3_max'], name='roi_p3'),
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SKDecimal(roi_limits['roi_p1_min'], roi_limits['roi_p1_max'], decimals=5,
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name='roi_p1'),
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SKDecimal(roi_limits['roi_p2_min'], roi_limits['roi_p2_max'], decimals=5,
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name='roi_p2'),
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SKDecimal(roi_limits['roi_p3_min'], roi_limits['roi_p3_max'], decimals=5,
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name='roi_p3'),
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]
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def stoploss_space(self) -> List[Dimension]:
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@ -198,14 +201,14 @@ class IHyperOpt(ABC):
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# other 'trailing' hyperspace parameters.
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Categorical([True], name='trailing_stop'),
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Real(0.01, 0.35, name='trailing_stop_positive'),
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SKDecimal(0.01, 0.35, decimals=3, name='trailing_stop_positive'),
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# 'trailing_stop_positive_offset' should be greater than 'trailing_stop_positive',
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# so this intermediate parameter is used as the value of the difference between
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# them. The value of the 'trailing_stop_positive_offset' is constructed in the
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# generate_trailing_params() method.
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# This is similar to the hyperspace dimensions used for constructing the ROI tables.
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Real(0.001, 0.1, name='trailing_stop_positive_offset_p1'),
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SKDecimal(0.001, 0.1, decimals=3, name='trailing_stop_positive_offset_p1'),
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Categorical([True, False], name='trailing_only_offset_is_reached'),
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]
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@ -223,9 +223,9 @@ class AdvancedSampleHyperOpt(IHyperOpt):
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Integer(10, 120, name='roi_t1'),
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Integer(10, 60, name='roi_t2'),
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Integer(10, 40, name='roi_t3'),
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Real(0.01, 0.04, name='roi_p1'),
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Real(0.01, 0.07, name='roi_p2'),
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Real(0.01, 0.20, name='roi_p3'),
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SKDecimal(0.01, 0.04, decimals=3, name='roi_p1'),
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SKDecimal(0.01, 0.07, decimals=3, name='roi_p2'),
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SKDecimal(0.01, 0.20, decimals=3, name='roi_p3'),
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]
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@staticmethod
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@ -256,14 +256,14 @@ class AdvancedSampleHyperOpt(IHyperOpt):
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# other 'trailing' hyperspace parameters.
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Categorical([True], name='trailing_stop'),
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Real(0.01, 0.35, name='trailing_stop_positive'),
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SKDecimal(0.01, 0.35, decimals=3, name='trailing_stop_positive'),
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# 'trailing_stop_positive_offset' should be greater than 'trailing_stop_positive',
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# so this intermediate parameter is used as the value of the difference between
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# them. The value of the 'trailing_stop_positive_offset' is constructed in the
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# generate_trailing_params() method.
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# This is similar to the hyperspace dimensions used for constructing the ROI tables.
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Real(0.001, 0.1, name='trailing_stop_positive_offset_p1'),
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SKDecimal(0.001, 0.1, decimals=3, name='trailing_stop_positive_offset_p1'),
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Categorical([True, False], name='trailing_only_offset_is_reached'),
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]
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