update config recording to use all configs, fix tests
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@@ -61,15 +61,16 @@ class IFreqaiModel(ABC):
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"data_split_parameters", {})
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self.model_training_parameters: Dict[str, Any] = config.get("freqai", {}).get(
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"model_training_parameters", {})
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self.identifier: str = self.freqai_info.get("identifier", "no_id_provided")
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self.retrain = False
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self.first = True
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self.set_full_path()
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self.record_configs()
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self.follow_mode: bool = self.freqai_info.get("follow_mode", False)
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self.save_backtest_models: bool = self.freqai_info.get("save_backtest_models", True)
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if self.save_backtest_models:
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logger.info('Backtesting module configured to save all models.')
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self.dd = FreqaiDataDrawer(Path(self.full_path), self.config, self.follow_mode)
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self.identifier: str = self.freqai_info.get("identifier", "no_id_provided")
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self.scanning = False
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self.ft_params = self.freqai_info["feature_parameters"]
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self.keras: bool = self.freqai_info.get("keras", False)
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@@ -526,14 +527,24 @@ class IFreqaiModel(ABC):
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return file_exists
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def set_full_path(self) -> None:
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"""
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Creates and sets the full path for the identifier
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"""
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self.full_path = Path(
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self.config["user_data_dir"] / "models" / f"{self.freqai_info['identifier']}"
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)
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self.full_path.mkdir(parents=True, exist_ok=True)
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shutil.copy(
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self.config["config_files"][0],
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Path(self.full_path, Path(self.config["config_files"][0]).name),
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)
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def record_configs(self) -> None:
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"""
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Records configs in the full path for reproducibility
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"""
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self.config_record_path = self.full_path / Path("configs")
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self.config_record_path.mkdir(parents=True, exist_ok=True)
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for config in self.config["config_files"]:
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dest_config_path = self.config_record_path / Path(config).name
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shutil.copyfile(config, dest_config_path)
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def extract_data_and_train_model(
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self,
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