SIENTIAPDE-1231

Update values.yaml and model_repository.py for configuration and error handling improvements

- Increased replicaCount from 1 to 2 in values.yaml for enhanced scalability.
- Updated image tag from "0.0.2" to "0.0.3" in values.yaml to reflect the latest version.
- Enhanced error messaging in model_repository.py to include the actual index type when raising ValueError for index type validation.

laborious/utils/repository/model_repository.py

@@ -455,12 +455,12 @@ class MLFlowRepository():
 
         self.logger.custom_info(f"Index type: {index_type}", metadata)
 
-        message = f"Index must be all timestamp like column. Valid formats are: pandas Timestamp, datetime, string in format {DATETIME_FORMAT_WITH_TZ}"
+        message = f"Index must be all timestamp like column. Valid formats are: pandas Timestamp, datetime, string in format {DATETIME_FORMAT_WITH_TZ}. Got {index_type}."
 
         # Check if all in index are of the same type
         if not all(isinstance(i, index_type) for i in index):
             raise ValueError(
-                f"{message}")
+                f"{message}. Elements are {','.join(map(type, index))}")
 
         # Check type and converts to DATETIME_FORMAT_WITH_TZ
         if index_type == str:
@@ -896,7 +896,7 @@ class MLFlowRepository():
 
         data_path = f"{model_temp_path}/retrain_data.csv"
 
-        # data.to_csv(data_path, index=True)
+        data.to_csv(data_path, index=True)
 
         self.logger.custom_info(
             f"Starting model upload for {experiment_name} with run name {current_run_name}", metadata)

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: 1
+replicaCount: 2
 
 # This sets the container image more information can be found here: https://kubernetes.io/docs/concepts/containers/images/
 image:
@@ -11,7 +11,7 @@ image:
   # This sets the pull policy for images.
   pullPolicy: Always
   # Overrides the image tag whose default is the chart appVersion.
-  tag: "0.0.2"
+  tag: "0.0.3"
 
 0# This is for the secrets for pulling an image from a private repository more information can be found here: https://kubernetes.io/docs/tasks/configure-pod-container/pull-image-private-registry/
 imagePullSecrets:
@@ -214,7 +214,7 @@ env:
     value: "1"
 
   - name: MINIO_ENDPOINT_URL
-    value: "http://sientia-minio-minio.sientia.svc.cluster.local:9000"
+    value: "http://minio.minio.svc.cluster.local:9000"
   - name: MINIO_ACCESS_KEY
     value: "admin"
   - name: MINIO_SECRET_KEY