Fix

Author: w-javed

sdk/evaluation/azure-ai-evaluation/azure/ai/evaluation/_evaluators/_multimodal/_content_safety_multimodal.py

@@ -11,6 +11,7 @@
 
 from azure.ai.evaluation._common.math import list_mean_nan_safe
 from azure.ai.evaluation._exceptions import ErrorBlame, ErrorCategory, ErrorTarget, EvaluationException
+
 try:
     from ._hate_unfairness import HateUnfairnessMultimodalEvaluator
     from ._self_harm import SelfHarmMultimodalEvaluator

sdk/evaluation/azure-ai-evaluation/azure/ai/evaluation/_evaluators/_multimodal/_hate_unfairness.py

@@ -19,6 +19,7 @@ def __init__(self, azure_ai_project: dict, credential=None):
             azure_ai_project=azure_ai_project,
             credential=credential,
         )
+    
     async def __call__(self, *, messages: List[Dict], **kwargs):
         return await super().__call__(messages=messages, **kwargs)
 

sdk/evaluation/azure-ai-evaluation/azure/ai/evaluation/_evaluators/_multimodal/_sexual.py

@@ -42,8 +42,10 @@ class SexualMultimodalEvaluator:
             "sexual_reason": "Some reason"
         }
     """
+    
     def __init__(self, azure_ai_project: dict, credential=None):
         self._async_evaluator = _AsyncSexualMultimodalEvaluator(azure_ai_project, credential)
+    
     def __call__(self, *, messages: List[Dict], **kwargs):
         """
         Evaluates sexual content.
@@ -55,5 +57,6 @@ def __call__(self, *, messages: List[Dict], **kwargs):
         :rtype: dict
         """
         return async_run_allowing_running_loop(self._async_evaluator, messages=messages, **kwargs)
+    
     def _to_async(self):
         return self._async_evaluator

sdk/evaluation/azure-ai-evaluation/azure/ai/evaluation/_evaluators/_multimodal/_violence.py

@@ -20,12 +20,15 @@ async def __call__(self, *, messages: List[Dict], **kwargs):
 class ViolenceMultimodalEvaluator:
     """
     Initialize a violence evaluator for violence score.
+    
     :param azure_ai_project: The scope of the Azure AI project.
         It contains subscription id, resource group, and project name.
     :type azure_ai_project: ~azure.ai.evaluation.AzureAIProject
     :param credential: The credential for connecting to Azure AI project.
     :type credential: ~azure.core.credentials.TokenCredential
+    
     **Usage**
+    
     .. code-block:: python
         azure_ai_project = {
             "subscription_id": "<subscription_id>",
@@ -34,16 +37,20 @@ class ViolenceMultimodalEvaluator:
         }
         eval_fn = ViolenceEvaluator(azure_ai_project)
         result = eval_fn(query="What is the capital of France?", response="Paris.")
+    
     **Output format**
+    
     .. code-block:: python
         {
             "violence": "High",
             "violence_score": 6.5,
             "violence_reason": "Some reason"
         }
     """
+    
     def __init__(self, azure_ai_project: dict, credential=None):
         self._async_evaluator = _AsyncViolenceMultimodalEvaluator(azure_ai_project, credential)
+    
     def __call__(self, *, messages: List[Dict], **kwargs):
         """
         Evaluates violence content.
@@ -55,5 +62,6 @@ def __call__(self, *, messages: List[Dict], **kwargs):
         :rtype: dict
         """
         return async_run_allowing_running_loop(self._async_evaluator, messages=messages, **kwargs)
+    
     def _to_async(self):
         return self._async_evaluator