generalize model_exists() for RL and Keras
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@ -563,7 +563,13 @@ class IFreqaiModel(ABC):
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:return:
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:boolean: whether the model file exists or not.
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"""
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path_to_modelfile = Path(dk.data_path / f"{dk.model_filename}_model.joblib")
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if self.dd.model_type == 'joblib':
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file_type = ".joblib"
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elif self.dd.model_type == 'keras':
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file_type = ".h5"
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elif 'stable_baselines' in self.dd.model_type or 'sb3_contrib' == self.dd.model_type:
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file_type = ".zip"
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path_to_modelfile = Path(dk.data_path / f"{dk.model_filename}_model.{file_type}")
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file_exists = path_to_modelfile.is_file()
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if file_exists:
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logger.info("Found model at %s", dk.data_path / dk.model_filename)
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