feat: add run_name to TrainModelResult for enhanced tracking
- Introduced run_name parameter in TrainModelResult to improve identification of training runs based on model type, name, and experiment run ID.
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@@ -200,7 +200,9 @@ class DataManagerRepository(SientiaMonitoring):
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metadata,
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metadata,
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)
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)
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return TrainModelResult(params=params, train_data=train_data, val_data=val_data)
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run_name = f'train_model_{params.model_type}_{params.model_name}_{params.experiment_run_id}'
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return TrainModelResult(params=params, train_data=train_data, val_data=val_data, run_name=run_name)
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def _as_series(self, pred: pd.DataFrame | pd.Series) -> pd.Series:
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def _as_series(self, pred: pd.DataFrame | pd.Series) -> pd.Series:
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if isinstance(pred, pd.Series):
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if isinstance(pred, pd.Series):
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