Merge branch 'main' into ODSC-55804/show_in_notebook_fix

Author: VipulMascarenhas

README.md

@@ -181,4 +181,4 @@ Consult the security guide [SECURITY.md](https://github.com/oracle/accelerated-d
 
 ## License
 
-Copyright (c) 2020, 2022 Oracle and/or its affiliates. Licensed under the [Universal Permissive License v1.0](https://oss.oracle.com/licenses/upl/)
+Copyright (c) 2020, 2024 Oracle and/or its affiliates. Licensed under the [Universal Permissive License v1.0](https://oss.oracle.com/licenses/upl/)

tests/operators/forecast/test_errors.py

@@ -559,10 +559,10 @@ def test_all_series_failure(model):
         historical_data_path=historical_data_path,
         additional_data_path=additional_data_path,
     )
-
+    preprocessing_steps = {"missing_value_imputation": True, "outlier_treatment": False}
     yaml_i["spec"]["model"] = model
     yaml_i['spec']['horizon'] = 10
-    yaml_i['spec']['preprocessing'] = True
+    yaml_i['spec']['preprocessing'] = preprocessing_steps
     if yaml_i["spec"].get("additional_data") is not None and model != "autots":
         yaml_i["spec"]["generate_explanations"] = True
     if model == "autots":
@@ -627,9 +627,9 @@ def test_arima_automlx_errors(operator_setup, model):
      any supported types according to the casting rule ''safe''
     Added label encoding before passing data to explainer
     """
-
+    preprocessing_steps = {"missing_value_imputation": True, "outlier_treatment": False}
     yaml_i['spec']['horizon'] = 10
-    yaml_i['spec']['preprocessing'] = True
+    yaml_i['spec']['preprocessing'] = preprocessing_steps
     yaml_i['spec']['generate_explanations'] = True
     yaml_i['spec']['model'] = model