diff --git a/laborious/activities/mlflow.py b/laborious/activities/mlflow.py index b5c3d8a..4e5e3a6 100644 --- a/laborious/activities/mlflow.py +++ b/laborious/activities/mlflow.py @@ -95,6 +95,7 @@ class MLFlow(BaseActivity): response_data = self.model_monitoring_repository.predict( model_name, data, model_retention) + self.debug("Prediction response data:", metadata) self.debug(response_data, metadata) return response_data diff --git a/laborious/utils/repository/model_repository.py b/laborious/utils/repository/model_repository.py index edc99e8..c3fe550 100644 --- a/laborious/utils/repository/model_repository.py +++ b/laborious/utils/repository/model_repository.py @@ -68,7 +68,7 @@ class MLFlowRepository(): try: start_time = datetime.now() data = self.model_serving.get_cached_predict( - model_name, data, model_retention)[0:1] + model_name, data, model_retention) end_time = datetime.now() data = pd.DataFrame(data, columns=['prediction']) diff --git a/values.yaml b/values.yaml index b3025ae..490dba6 100644 --- a/values.yaml +++ b/values.yaml @@ -3,7 +3,7 @@ # Declare variables to be passed into your templates. # This will set the replicaset count more information can be found here: https://kubernetes.io/docs/concepts/workloads/controllers/replicaset/ -replicaCount: 3 +replicaCount: 1 # This sets the container image more information can be found here: https://kubernetes.io/docs/concepts/containers/images/ image: