ignore initializer type
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@ -77,6 +77,7 @@ class BaseEnvironment(gym.Env):
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# set here to default 5Ac, but all children envs can overwrite this
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# set here to default 5Ac, but all children envs can overwrite this
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self.actions: Type[Enum] = BaseActions
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self.actions: Type[Enum] = BaseActions
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self.custom_info: dict = {}
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def reset_env(self, df: DataFrame, prices: DataFrame, window_size: int,
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def reset_env(self, df: DataFrame, prices: DataFrame, window_size: int,
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reward_kwargs: dict, starting_point=True):
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reward_kwargs: dict, starting_point=True):
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@ -4,7 +4,7 @@ from typing import Any, Dict, Type, Union
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from stable_baselines3.common.callbacks import BaseCallback
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from stable_baselines3.common.callbacks import BaseCallback
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from stable_baselines3.common.logger import HParam
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from stable_baselines3.common.logger import HParam
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from freqtrade.freqai.RL.BaseEnvironment import BaseActions
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from freqtrade.freqai.RL.BaseEnvironment import BaseActions, BaseEnvironment
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class TensorboardCallback(BaseCallback):
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class TensorboardCallback(BaseCallback):
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@ -15,9 +15,8 @@ class TensorboardCallback(BaseCallback):
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def __init__(self, verbose=1, actions: Type[Enum] = BaseActions):
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def __init__(self, verbose=1, actions: Type[Enum] = BaseActions):
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super(TensorboardCallback, self).__init__(verbose)
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super(TensorboardCallback, self).__init__(verbose)
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self.model: Any = None
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self.model: Any = None
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# An alias for self.model.get_env(), the environment used for training
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self.logger = None # type: Any
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self.logger = None # type: Any
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# self.training_env = None # type: Union[gym.Env, VecEnv]
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self.training_env: BaseEnvironment = None # type: ignore
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self.actions: Type[Enum] = actions
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self.actions: Type[Enum] = actions
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def _on_training_start(self) -> None:
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def _on_training_start(self) -> None:
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@ -43,7 +42,7 @@ class TensorboardCallback(BaseCallback):
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)
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)
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def _on_step(self) -> bool:
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def _on_step(self) -> bool:
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custom_info = self.training_env.get_attr("custom_info")[0] # type: ignore
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custom_info = self.training_env.custom_info
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self.logger.record("_state/position", self.locals["infos"][0]["position"])
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self.logger.record("_state/position", self.locals["infos"][0]["position"])
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self.logger.record("_state/trade_duration", self.locals["infos"][0]["trade_duration"])
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self.logger.record("_state/trade_duration", self.locals["infos"][0]["trade_duration"])
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self.logger.record("_state/current_profit_pct", self.locals["infos"]
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self.logger.record("_state/current_profit_pct", self.locals["infos"]
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