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Automatically detect and change follower data_path to accommodate remote systems
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0306f5ca13
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@ -154,6 +154,11 @@ class FreqaiDataKitchen:
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if self.live:
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if self.live:
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self.model_filename = self.data_drawer.pair_dict[coin]['model_filename']
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self.model_filename = self.data_drawer.pair_dict[coin]['model_filename']
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self.data_path = Path(self.data_drawer.pair_dict[coin]['data_path'])
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self.data_path = Path(self.data_drawer.pair_dict[coin]['data_path'])
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if self.freqai_config.get('follow_mode', False):
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# follower can be on a different system which is rsynced to the leader:
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self.data_path = Path(self.config["user_data_dir"] /
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"models" / self.data_path.parts[-2] /
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self.data_path.parts[-1])
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with open(self.data_path / str(self.model_filename + "_metadata.json"), "r") as fp:
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with open(self.data_path / str(self.model_filename + "_metadata.json"), "r") as fp:
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self.data = json.load(fp)
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self.data = json.load(fp)
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@ -191,7 +191,7 @@ class IFreqaiModel(ABC):
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"""
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"""
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if self.follow_mode:
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if self.follow_mode:
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# follower needs to load off disk to get any changes made by leader to pair_dict
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# follower needs to load from disk to get any changes made by leader to pair_dict
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self.data_drawer.load_drawer_from_disk()
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self.data_drawer.load_drawer_from_disk()
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(model_filename,
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(model_filename,
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@ -201,7 +201,7 @@ class IFreqaiModel(ABC):
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# if the files do not yet exist, the follower returns null arrays to strategy
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# if the files do not yet exist, the follower returns null arrays to strategy
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if self.follow_mode and return_null_array:
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if self.follow_mode and return_null_array:
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logger.info('Returning null array from follower')
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logger.info('Returning null array from follower to strategy')
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self.data_drawer.return_null_values_to_strategy(dataframe, dh)
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self.data_drawer.return_null_values_to_strategy(dataframe, dh)
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return dh
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return dh
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