formatted via isort

Author: ShaharKatz

src/google/adk/evaluation/local_eval_service.py

@@ -226,13 +226,15 @@ async def _evaluate_single_inference_result(
         else 'test_user_id'
     )
 
-    if inference_result.status == InferenceStatus.FAILURE or \
-      inference_result.inferences is None:
+    if (
+        inference_result.status == InferenceStatus.FAILURE
+        or inference_result.inferences is None
+    ):
       logger.error(
           'Evaluation attempted on failed inference for eval case `%s`.'
           ' Error: %s',
           inference_result.eval_case_id,
-          inference_result.error_message
+          inference_result.error_message,
       )
       eval_case_result = await self._build_not_evaluated_eval_case_result(
           inference_result=inference_result,

tests/unittests/evaluation/test_local_eval_service.py

@@ -372,17 +372,17 @@ async def test_evaluate_skips_failed_inference_results(
   assert len(results) == 3
   results_by_case = {result.eval_id: result for result in results}
 
-  failure_result = results_by_case['case_failure']
+  failure_result = results_by_case["case_failure"]
   assert failure_result.final_eval_status == EvalStatus.NOT_EVALUATED
   assert failure_result.overall_eval_metric_results == []
   assert failure_result.eval_metric_result_per_invocation == []
 
-  for case_id in ['case_success', 'case_unknown']:
+  for case_id in ["case_success", "case_unknown"]:
     case_result = results_by_case[case_id]
     assert case_result.final_eval_status == EvalStatus.PASSED
     assert len(case_result.overall_eval_metric_results) == 1
     assert (
-        case_result.overall_eval_metric_results[0].metric_name == 'fake_metric'
+        case_result.overall_eval_metric_results[0].metric_name == "fake_metric"
     )
     assert case_result.overall_eval_metric_results[0].score == 0.9