SIENTIAPDE-1579: Switched from replace logic to validation + mapping

tests/utils/models/test_train_model_params.py

@@ -555,6 +555,27 @@ def test_validate_business_rules_valid_start_and_end_date(valid_train_params_dic
     params.validate_business_rules()  # Should not raise
 
 
+def test_validate_business_rules_invalid_date_format(valid_train_params_dict):
+    """Test validate_business_rules raises when date_format is not allowed."""
+    from model_manager.utils.models.train_model_params import TrainModelParams
+
+    params = TrainModelParams.from_dict(valid_train_params_dict)
+    params.date_format = 'yyyy-MM-dd'
+
+    with pytest.raises(ValueError, match='Invalid date_format'):
+        params.validate_business_rules()
+
+
+def test_validate_business_rules_valid_date_format(valid_train_params_dict):
+    """Test validate_business_rules accepts allowed date_format."""
+    from model_manager.utils.models.train_model_params import TrainModelParams
+
+    params = TrainModelParams.from_dict(valid_train_params_dict)
+    params.date_format = 'yyyy-MM-dd HH:mm:ss'
+
+    params.validate_business_rules()  # Should not raise
+
+
 def test_validate_business_rules_polynomial_regression_valid(valid_train_params_dict):
     """Test validate_business_rules accepts valid Polynomial Regression config."""
     from model_manager.utils.models.train_model_params import TrainModelParams

tests/utils/repository/test_training_repository.py

@@ -1125,27 +1125,23 @@ class TestExtractModelEquationPolynomial:
 
 
 class TestFrontendFormatToStrftime:
-    """Tests for _frontend_format_to_strftime."""
+    """Tests for _frontend_format_to_strftime (alias from models)."""
 
     def test_empty_or_none_returns_none(self):
         """Empty string or None returns None (same behavior as models module)."""
         assert _frontend_format_to_strftime('') is None
         assert _frontend_format_to_strftime(None) is None
 
-    def test_dd_mm_yyyy_hh_mm_ss(self):
-        """Converts dd/MM/yyyy HH:mm:ss to strftime."""
-        result = _frontend_format_to_strftime('dd/MM/yyyy HH:mm:ss')
-        assert result == '%d/%m/%Y %H:%M:%S'
+    def test_allowed_formats_convert_correctly(self):
+        """Allowed frontend formats convert to strftime via mapper."""
+        assert _frontend_format_to_strftime('dd/MM/yyyy HH:mm:ss') == '%d/%m/%Y %H:%M:%S'
+        assert _frontend_format_to_strftime('yyyy-MM-dd HH:mm:ss') == '%Y-%m-%d %H:%M:%S'
+        assert _frontend_format_to_strftime('MM/dd/yyyy HH:mm:ss') == '%m/%d/%Y %H:%M:%S'
 
-    def test_yyyy_mm_dd(self):
-        """Converts yyyy-MM-dd to strftime."""
-        result = _frontend_format_to_strftime('yyyy-MM-dd')
-        assert result == '%Y-%m-%d'
-
-    def test_iso_like_datetime(self):
-        """Converts yyyy-MM-dd HH:mm:ss to strftime."""
-        result = _frontend_format_to_strftime('yyyy-MM-dd HH:mm:ss')
-        assert result == '%Y-%m-%d %H:%M:%S'
+    def test_invalid_format_raises(self):
+        """Invalid date format raises ValueError."""
+        with pytest.raises(ValueError, match='Invalid date_format'):
+            _frontend_format_to_strftime('yyyy-MM-dd')
 
 
 class TestEnsureDateColumnParsed:
@@ -1215,8 +1211,11 @@ class TestEnsureDateColumnParsed:
 
     def test_invalid_values_coerced_to_nat(self, date_params):
         """Invalid date strings are coerced to NaT when format is set."""
-        date_params.date_format = 'yyyy-MM-dd'
-        data = pd.DataFrame({'ts': ['2023-01-01', 'not-a-date', '2023-12-31'], 'x': [1, 2, 3]})
+        date_params.date_format = 'yyyy-MM-dd HH:mm:ss'
+        data = pd.DataFrame({
+            'ts': ['2023-01-01 00:00:00', 'not-a-date', '2023-12-31 00:00:00'],
+            'x': [1, 2, 3],
+        })
         result = _ensure_date_column_parsed(data, date_params)
         assert pd.isna(result['ts'].iloc[1])
         assert result['ts'].iloc[0].year == 2023