moved dynamic ROI to its own function in the strategy interface
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@ -628,18 +628,16 @@ class IStrategy(ABC):
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return SellCheckTuple(sell_flag=False, sell_type=SellType.NONE)
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def min_roi_reached_entry(self, trade_dur: int) -> Tuple[Optional[int], Optional[float]]:
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def min_roi_reached_dynamic(self, trade_dur: int) -> Tuple[Optional[int], Optional[float]]:
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"""
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Based on trade duration defines the ROI entry that may have been reached.
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Based on trade duration returns an ROI value based on various functions.
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:param trade_dur: trade duration in minutes
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:return: minimal ROI entry value or None if none proper ROI entry was found.
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:return: minimal ROI value or None if no proper ROI type was found.
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"""
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dynamic_roi = self.dynamic_roi
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minimal_roi = self.minimal_roi
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start, end = dynamic_roi['dynamic_roi_start'], dynamic_roi['dynamic_roi_end']
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# if the dynamic_roi dict is defined and enabled, use it, otherwise fallback to default functionality
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if dynamic_roi and dynamic_roi['dynamic_roi_enabled']:
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# linear decay: f(t) = start - (rate * t)
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if dynamic_roi['dynamic_roi_type'] == 'linear':
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rate = (start - end) / dynamic_roi['dynamic_roi_time']
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@ -654,6 +652,7 @@ class IStrategy(ABC):
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if not past_roi:
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return None, None
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current_entry = max(past_roi)
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# if we are past the final point in the table, use that key/vaule pair
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if not next_roi:
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return current_entry, minimal_roi[current_entry]
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# use the slope-intercept formula between the two points in the roi table we are between
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@ -666,11 +665,16 @@ class IStrategy(ABC):
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b = (x1*y2 - x2*y1)/(x1-x2)
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min_roi = (m * trade_dur) + b
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else:
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min_roi = 0
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return None, None
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return trade_dur, min_roi
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# Default ROI table functionality
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else:
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def min_roi_reached_entry(self, trade_dur: int) -> Tuple[Optional[int], Optional[float]]:
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"""
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Based on trade duration defines the ROI entry that may have been reached.
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:param trade_dur: trade duration in minutes
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:return: minimal ROI entry value or None if none proper ROI entry was found.
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"""
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# Get highest entry in ROI dict where key <= trade-duration
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roi_list = list(filter(lambda x: x <= trade_dur, self.minimal_roi.keys()))
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if not roi_list:
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@ -687,6 +691,9 @@ class IStrategy(ABC):
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"""
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# Check if time matches and current rate is above threshold
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trade_dur = int((current_time.timestamp() - trade.open_date_utc.timestamp()) // 60)
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if self.dynamic_roi and self.dynamic_roi['dynamic_roi_enabled']:
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_, roi = self.min_roi_reached_dynamic(trade_dur)
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else:
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_, roi = self.min_roi_reached_entry(trade_dur)
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if roi is None:
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return False
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