SIENTIAPDE-1579: Added date format and convert methods

model_manager/utils/models/train_model_params.py

@@ -34,6 +34,8 @@ class TrainModelParams:
         file_name (str): Name of the file in the MinIO bucket.
         line_separator (str): Line separator used in the CSV file.
         decimal_separator (str): Decimal separator used in the CSV file.
+        date_column (str | None): Name of the date/time column. If set with date_format, the column is parsed as datetime.
+        date_format (str | None): Format of the date column (e.g. dd/MM/yyyy HH:mm:ss). Used when date_column is set.
         train_size (int): Percentage of data to use for training (0-100).
         shuffle (bool): Whether to shuffle the data during train/test split.
         experiment_run_id (int): Unique identifier for the experiment run.
@@ -64,6 +66,8 @@ class TrainModelParams:
     file_name: str
     line_separator: str
     decimal_separator: str
+    date_column: str | None
+    date_format: str | None
     train_size: int
     shuffle: bool
     experiment_run_id: int
@@ -120,6 +124,8 @@ class TrainModelParams:
             decimal_separator=cls._check_none(
                 data.get('decimal_separator'), str, 'decimal_separator'
             ),
+            date_column=data.get('date_column'),
+            date_format=data.get('date_format'),
             train_size=cls._check_none(data.get('train_size'), int, 'train_size'),
             shuffle=cls._check_none(data.get('shuffle'), bool, 'shuffle'),
             experiment_run_id=cls._check_none(