diff --git a/profiler/msprof_analyze/advisor/advisor_backend/cluster_advice/cluster_pipeline_advice.py b/profiler/msprof_analyze/advisor/advisor_backend/cluster_advice/cluster_pipeline_advice.py
index 8db0f6fba4dc1ffc92faf1062f93add29b0dd11b..ce0a867df97150db242450afff016b4ad6033be9 100644
--- a/profiler/msprof_analyze/advisor/advisor_backend/cluster_advice/cluster_pipeline_advice.py
+++ b/profiler/msprof_analyze/advisor/advisor_backend/cluster_advice/cluster_pipeline_advice.py
@@ -372,7 +372,7 @@ class ClusterPipelineAdvice(ClusterAdviceBase):
             if rank_id in data_map:
                 rank_prof_dirs[rank_id] = data_map[rank_id]
             else:
-                logger.warning('Rank %s not found in %s', str(self.collection_path))
+                logger.warning('Rank %s not found in %s', str(rank_id), str(self.collection_path))
 
         return rank_prof_dirs
 
diff --git a/profiler/msprof_analyze/advisor/analyzer/analyzer_controller.py b/profiler/msprof_analyze/advisor/analyzer/analyzer_controller.py
index 869c0519cfe8f9716917b7898908aa531a28656e..b9a2357735f7a3f92936b6518c22914f60c35e26 100644
--- a/profiler/msprof_analyze/advisor/analyzer/analyzer_controller.py
+++ b/profiler/msprof_analyze/advisor/analyzer/analyzer_controller.py
@@ -713,12 +713,11 @@ class AnalyzerController:
             logger.info(
                 "Skip profiling comparison due to longer processing time due to env 'DISABLE_PROFILING_COMPARISON'")
             return job_list
-
+        kwargs = {}
         for index, _kwargs in enumerate(compare_profiling_list):
             kwargs = copy.deepcopy(self.kwargs)
             kwargs.update(_kwargs)
             compare_profiling_list[index] = kwargs
-
         compare_kwargs = {
             "profiling_path": kwargs.get("profiling_path"),
             "compare_profiling_list": compare_profiling_list,
diff --git a/profiler/msprof_analyze/advisor/analyzer/base_analyzer.py b/profiler/msprof_analyze/advisor/analyzer/base_analyzer.py
index ee7835cf539602a7226104f34413f922935906d9..7f558c3871a37c5f13c89b0bd6840de6b073d1f3 100644
--- a/profiler/msprof_analyze/advisor/analyzer/base_analyzer.py
+++ b/profiler/msprof_analyze/advisor/analyzer/base_analyzer.py
@@ -106,7 +106,9 @@ class BaseAnalyzer(VersionControl, metaclass=ABCMeta):
         pass
 
     def identify_profiling_type(self, profiling_type_list):
-        profiling_type = None
+        profiling_type = ""
+        if not profiling_type_list:
+            return profiling_type
         if self.collection_path.endswith(ASCEND_MS):
             profiling_type = [elem for elem in profiling_type_list if Constant.MINDSPORE in elem][0]
         elif self.collection_path.endswith(ASCEND_PT):