add handling of optional param (#3608)

assets/evaluation_on_cloud/environments/evaluations-built-in/context/evaluate_on_data.py

@@ -56,6 +56,7 @@ def initialize_evaluators(command_line_args):
     """Initialize the evaluators using  correct parameters and credentials for rai evaluators."""
     evaluators = {}
     evaluators_o = json.loads(command_line_args.evaluators)
+    rai_evaluators = json.loads(command_line_args.rai_evaluators)
     for evaluator_name, evaluator in evaluators_o.items():
         init_params = evaluator["InitParams"]
         update_value_in_dict(init_params, "AZURE_OPENAI_API_KEY", lambda x: os.environ[x.upper()])
@@ -122,11 +123,9 @@ parser.add_argument("--eval_data", type=str)
 parser.add_argument("--eval_output", type=str)
 parser.add_argument("--evaluators", type=str)
 parser.add_argument("--evaluator_name_id_map", type=str)
+parser.add_argument("--rai_evaluators", type=str, help="Comma-separated list of RAI evaluators", required=False)
 
 args = parser.parse_args()
-rai_evaluators = ['Sexual-Content-Evaluator', 'Hate-and-Unfairness-Evaluator',
-                  'Violent-Content-Evaluator', 'Self-Harm-Related-Content-Evaluator',
-                  'Groundedness-Pro-Evaluator', 'Protected-Material-Evaluator', 'Indirect-Attack-Evaluator']
 
 if __name__ == '__main__':
     copy_evaluator_files(args)

assets/evaluation_on_cloud/environments/evaluations-built-in/context/requirements.txt

@@ -1,4 +1,4 @@
-azure-ai-evaluation~=1.0.0b5
+azure-ai-evaluation==1.0.0b5
 azureml-mlflow=={{latest-pypi-version}}
 azure-ai-ml=={{latest-pypi-version}}