pop dataMapping (#4182)

Author: gandhipr

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

@@ -133,6 +133,10 @@ def create_model_target_and_data_mapping(command_line_args):
     endpoint = get_key_from_dict(model_config, AZURE_ENDPOINT, "")
     model_params = get_key_from_dict(target_config, MODEL_PARAMS, {}).copy()
     data_mapping = get_key_from_dict(model_params, DATA_MAPPING, None)
+    data_mapping_key_to_pop = next((k for k in model_params if k.lower() == DATA_MAPPING.lower()), None)
+    if data_mapping_key_to_pop:
+        logger.info(f"Removing dataMapping from model_params {data_mapping_key_to_pop}")
+        model_params.pop(data_mapping_key_to_pop)
     if data_mapping is None:
         data_mapping = DEFAULT_DATA_MAPPING
         logger.info(f"Using default dataMapping: {data_mapping}")