SIENTIAPDE-1252: Improve caching in quality gate, add alt text to logo, and change exception type in MLflow repository.

.github/workflows/quality-gate.yml

@@ -196,10 +196,14 @@ jobs:
         uses: actions/setup-python@v5
         with:
           python-version: "3.11"
-          cache: 'pip'
+
-          cache-dependency-path: |
+      - name: 💾 Cache pip packages
-            requirements.txt
+        uses: actions/cache@v4
-            requirements-dev.txt
+        with:
+          path: ~/.cache/pip
+          key: ${{ runner.os }}-pip-${{ hashFiles('requirements.txt', 'requirements-dev.txt') }}
+          restore-keys: |
+            ${{ runner.os }}-pip-
 
       - name: 📦 Install Dependencies
         run: |

model_manager/reports/header.html

@@ -110,6 +110,7 @@
         <a href="#" class="logo">
           <img
             src="https://aignosi.blob.core.windows.net/sientia/20231016-Aignosi_Logo_WHITE.png"
+            alt="Aignosi Logo"
             width="247"
             height="70"
           />

model_manager/utils/repository/model_repository.py

@@ -607,7 +607,7 @@ class MLFlowRepository:
         except Exception as e:
             error_msg = f"Failed to save run '{data.run_name}' to MLflow: {str(e)}"
             self.logger.error(error_msg)
-            raise Exception(error_msg) from e
+            raise RuntimeError(error_msg) from e
 
     def _init_artifacts_data(self, data: TrainModelResult) -> tuple[pd.DataFrame, pd.DataFrame]:
         """

tests/utils/repository/test_model_repository.py

@@ -762,7 +762,7 @@ def test_save_run_mlflow_error(mock_path, mlflow_repository):
         'MLflow connection error'
     )
 
-    with pytest.raises(Exception) as exc_info:
+    with pytest.raises(RuntimeError) as exc_info:
         mlflow_repository.save_run(data)
 
     assert 'Failed to save run' in str(exc_info.value)