SIENTIAPDE-1182

Update tests.ipynb and values.yaml for improved functionality and versioning

- Updated execution count in tests.ipynb for reproducibility.
- Modified DataFrame creation in tests.ipynb to include a timestamp column and save to CSV.
- Changed image tag in values.yaml from "0.4.4" to "0.4.5" for versioning.
- Updated GITHUB_BRANCH in values.yaml to reflect the latest branch adjustments.

laborious/utils/repository/model_repository.py

@@ -39,6 +39,7 @@ class MLFlowRepository():
         """
 
         try:
+
             return {
                 'success': True,
                 'content': self.model_serving.get_cached_transform(
@@ -67,12 +68,15 @@ class MLFlowRepository():
             - dict: A dictionary containing the predicted data.
         """
         try:
+
+            input_index = data.index
             start_time = datetime.now()
             data = self.model_serving.get_cached_predict(
                 model_name, data, model_retention)
 
             end_time = datetime.now()
             data = pd.DataFrame(data, columns=['prediction'])
+            data.index = input_index
             data['response_time'] = (end_time - start_time).total_seconds()
 
             return {