diff --git a/profiler/advisor/advisor_backend/cluster_advice/cluster_pipeline_advice.py b/profiler/advisor/advisor_backend/cluster_advice/cluster_pipeline_advice.py
index 1a057e2bdee982fc3c14cfc8f1148970d1964a80..5213d715e26765281a5916b1797aede2d5837300 100644
--- a/profiler/advisor/advisor_backend/cluster_advice/cluster_pipeline_advice.py
+++ b/profiler/advisor/advisor_backend/cluster_advice/cluster_pipeline_advice.py
@@ -291,8 +291,8 @@ class ClusterPipelineAdvice(ClusterAdviceBase):
         process all rank profiling data by using multi-process
         """
         start_time = time.time()
-        logger.info("Start to process %s rank profiling data with %s workers."
-                    , str(len(self.rank_prof_dirs)), str(self.worker_num))
+        logger.info("Start to process %s rank profiling data with %s workers.",
+                    str(len(self.rank_prof_dirs)), str(self.worker_num))
         with multiprocessing.Pool(self.worker_num) as pool:
             results = pool.map(self.work, self.rank_prof_dirs.items())
 
@@ -321,14 +321,14 @@ class ClusterPipelineAdvice(ClusterAdviceBase):
         timeslice_list = self.get_pipeline_timeslice(fine_data.hcom_ops, fine_data.hcom_tids, fine_data.min_ts,
                                                      fine_data.max_ts)
         if not fine_data.fp_ops or not fine_data.bp_ops:
-            logger.info("[Rank %s] No frameWork data in trace view, only show stage and bubble."
-                        , str(rank_id))
+            logger.info("[Rank %s] No frameWork data in trace view, only show stage and bubble.",
+                        str(rank_id))
         elif len(fine_data.hcom_tids) > 1:
-            logger.warning("[Rank %s] More than one hcom tid found, only show stage and bubble."
-                           , str(rank_id))
+            logger.warning("[Rank %s] More than one hcom tid found, only show stage and bubble.",
+                           str(rank_id))
         else:
-            logger.info("[Rank %s] Found frameWork data in trace view, show fp bp and bubble."
-                        , rank_id)
+            logger.info("[Rank %s] Found frameWork data in trace view, show fp bp and bubble.",
+                        rank_id)
             bp_ops = self.get_fp_bp_bound_ops(fine_data)
             self.update_stage_fp_bp(timeslice_list, bp_ops)
             show_fp_bp = True
diff --git a/profiler/advisor/advisor_backend/compute_advice/npu_fused/op_perf.py b/profiler/advisor/advisor_backend/compute_advice/npu_fused/op_perf.py
index 7bcbed5a75807b57a55787c743cfaaff55a68589..7fb2580f3e5f0110ce326b98c55fd3585315fbb0 100644
--- a/profiler/advisor/advisor_backend/compute_advice/npu_fused/op_perf.py
+++ b/profiler/advisor/advisor_backend/compute_advice/npu_fused/op_perf.py
@@ -151,11 +151,12 @@ class OpPerf:
         return (intput_size + output_size) / (Constant.BYTE_UNIT_TRANS * Constant.BYTE_UNIT_TRANS)
     
     def get_throughput(self):
-        # throughput(GB/s)
+        # throughput bytes (GB/s)
         if not self.task_duration or abs(self.task_duration) < 1e-6:
             print("[ERROR] There is no task_duration, do not assess vector op performance.")
             return 0
-        return self.row[Constant.TITLE.SIZE] / Constant.BYTE_UNIT_TRANS / self.task_duration * Constant.UNIT_TRANS * Constant.UNIT_TRANS
+        return (self.row[Constant.TITLE.SIZE] /
+                Constant.BYTE_UNIT_TRANS / self.task_duration * Constant.UNIT_TRANS * Constant.UNIT_TRANS)
     
     def get_perf_color(self):
         return PerfColor.WHITE
diff --git a/profiler/advisor/advisor_backend/overall_advice/overall_summary_advice.py b/profiler/advisor/advisor_backend/overall_advice/overall_summary_advice.py
index effa9099e2bffbd3e36858218b6271ba3fab851e..4310c41ce126d13ec9ce673b3f6a840bfb4ed4f6 100644
--- a/profiler/advisor/advisor_backend/overall_advice/overall_summary_advice.py
+++ b/profiler/advisor/advisor_backend/overall_advice/overall_summary_advice.py
@@ -14,14 +14,12 @@
 # limitations under the License.
 import os
 
-from advisor_backend.advice_base import AdviceBase
-
 from profiler.advisor.display.prompt.base_prompt import BasePrompt
+from profiler.prof_common.additional_args_manager import AdditionalArgsManager
 from profiler.prof_common.constant import Constant
 
 from compare_interface.comparison_interface import ComparisonInterface
-
-from profiler.prof_common.additional_args_manager import AdditionalArgsManager
+from advisor_backend.advice_base import AdviceBase
 
 
 class OverallSummaryAdvice(AdviceBase):
diff --git a/profiler/advisor/advisor_backend/timeline_advice/op_schedule_advice.py b/profiler/advisor/advisor_backend/timeline_advice/op_schedule_advice.py
index 5bf2fed3cbe6f4e21ffd94cdcd1d5b290b587881..11008b2f375345a98cd1d20d22333a2138c8dfa9 100644
--- a/profiler/advisor/advisor_backend/timeline_advice/op_schedule_advice.py
+++ b/profiler/advisor/advisor_backend/timeline_advice/op_schedule_advice.py
@@ -66,8 +66,9 @@ class OpScheduleAdvice(TimelineAdviceBase):
         self.cur_bottleneck = f"NPU Utilication: {round(free_ratio * 100, 2)}%, " \
                               f"NPU Free Utilization: {round(cpt_ratio * 100, 2)}%."
         if len(self.preparse_data[self.PreParseType.SYNCHRONIZE]) > 1:
-            self.cur_advice = f"Device synchronize {len(self.preparse_data[self.PreParseType.SYNCHRONIZE])} times, " \
-                              "try to reduce synchronization statements to alleviate the bottleneck of operator delivery.\n"
+            self.cur_advice = \
+                f"Device synchronize {len(self.preparse_data[self.PreParseType.SYNCHRONIZE])} times, " \
+                "try to reduce synchronization statements to alleviate the bottleneck of operator delivery.\n"
         small_op_num = self.small_op_block(op_free, op_dur)
         small_op_ratio = small_op_num / len(op_dur) if op_dur else 0.0
         if small_op_ratio > Constant.SMALL_OP_NUM_RATIO:
diff --git a/profiler/advisor/advisor_backend/timeline_advice/timeline_advice_base.py b/profiler/advisor/advisor_backend/timeline_advice/timeline_advice_base.py
index 1889972f84118ab334e5e7ff499ab472a9741818..98842cf84baa2d0984a17c388833d504b62debf3 100644
--- a/profiler/advisor/advisor_backend/timeline_advice/timeline_advice_base.py
+++ b/profiler/advisor/advisor_backend/timeline_advice/timeline_advice_base.py
@@ -61,8 +61,8 @@ class TimelineAdviceBase(AdviceBase):
                 (self.collection_path.endswith("ascend_pt") or self.collection_path.endswith("ascend_ms")):
             self.trace_view_path = os.path.join(self.collection_path, "ASCEND_PROFILER_OUTPUT", "trace_view.json")
             if not os.path.exists(self.trace_view_path):
-                logger.error("trace_view.json is not exist in the Path: %s." \
-                             , str(os.path.join(self.collection_path, "ASCEND_PROFILER_OUTPUT")))
+                logger.error("trace_view.json is not exist in the Path: %s.",
+                             str(os.path.join(self.collection_path, "ASCEND_PROFILER_OUTPUT")))
                 return False
         elif os.path.isfile(self.collection_path) and os.path.basename(self.collection_path) == "trace_view.json":
             self.trace_view_path = self.collection_path
diff --git a/profiler/advisor/analyzer/analyzer_controller.py b/profiler/advisor/analyzer/analyzer_controller.py
index 879b04ecb38130d59744b137d646880ea90c9d69..1a5a28b637ace3adff3dd93eb1d9d11d4242e886 100644
--- a/profiler/advisor/analyzer/analyzer_controller.py
+++ b/profiler/advisor/analyzer/analyzer_controller.py
@@ -313,7 +313,9 @@ class AnalyzerController:
             >>> analyzer_controller = AnalyzerController()
             >>> analysis_kwargs = dict(advisor_analyze_processes=2, disable_profiling_comparison=True)
             >>>
-            >>> async_analysis_process = analyzer_controller.async_do_analysis(Interface.all_dimension, **analysis_kwargs)
+            >>> async_analysis_process = analyzer_controller.async_do_analysis(
+            >>>                     Interface.all_dimension, **analysis_kwargs)
+            >>>
             >>>
             >>> # query the job status every second
             >>> while True:
diff --git a/profiler/advisor/analyzer/communication/retransmission/communication_retransmission_analyzer.py b/profiler/advisor/analyzer/communication/retransmission/communication_retransmission_analyzer.py
index 31a024a644baf382876340f208da1eac26f6f010..bd5d76a40f94b69a34af9a5ceb75c88ac9c2ea0c 100644
--- a/profiler/advisor/analyzer/communication/retransmission/communication_retransmission_analyzer.py
+++ b/profiler/advisor/analyzer/communication/retransmission/communication_retransmission_analyzer.py
@@ -47,6 +47,6 @@ class RDMARetransmissionAnalyzer(BaseCommunicationAnalyzer):
         self.html = rdma_checker.make_render(self.html_render, add_render_list, priority=self.get_priority())
         return self.result
 
-    def get_priority(self, max_mem_op_dur):
+    def get_priority(self, max_mem_op_dur=None):
         # 单次重传最少4s，高优先级
         return PriorityBackgroundColor.high
diff --git a/profiler/advisor/analyzer/computation/ai_core_freq/ai_core_freq_checker.py b/profiler/advisor/analyzer/computation/ai_core_freq/ai_core_freq_checker.py
index a0190b3c04ee7b6ca9752767b1b9aca4ba6bd696..b203514208b3a5481e5fd01134029200a6a03c90 100644
--- a/profiler/advisor/analyzer/computation/ai_core_freq/ai_core_freq_checker.py
+++ b/profiler/advisor/analyzer/computation/ai_core_freq/ai_core_freq_checker.py
@@ -75,9 +75,8 @@ class AICoreFreqChecker:
 
         if self.decrease_freq_ops:
             # 按算子总耗时和降频比率 降序排列
-            self.decrease_freq_ops.sort(key=
-                                        lambda x: (x[self.TOTAL_DURATION_INDEX], x[self.DECREASE_FREQ_RATIO_INDEX]),
-                                        reverse=True)
+            self.decrease_freq_ops.sort(
+                key=lambda x: (x[self.TOTAL_DURATION_INDEX], x[self.DECREASE_FREQ_RATIO_INDEX]), reverse=True)
         if not self.ai_core_freq_issues:
             return
 
diff --git a/profiler/advisor/analyzer/memory/memory_analyzer.py b/profiler/advisor/analyzer/memory/memory_analyzer.py
index 939e2de90c634ee6cca584dca345111dce26bb7b..799094ef55c99f16d6c8db09eaa2eaffccbe1bbe 100644
--- a/profiler/advisor/analyzer/memory/memory_analyzer.py
+++ b/profiler/advisor/analyzer/memory/memory_analyzer.py
@@ -39,7 +39,8 @@ class MemoryAnalyzer(BaseAnalyzer):
         memory_checker = MemoryOpsChecker()
         memory_checker.check_memory_ops(self.dataset)
         memory_checker.make_record(self.result)
-        memory_checker.make_render(self.html_render, priority=self.get_priority(memory_checker.max_mem_op_dur), rank=kwargs.get("rank"))
+        memory_checker.make_render(
+            self.html_render, priority=self.get_priority(memory_checker.max_mem_op_dur), rank=kwargs.get("rank"))
         return self.result
 
     def get_priority(self, max_mem_op_dur):
diff --git a/profiler/advisor/analyzer/schedule/fusion_ops/fusion_ops_analyzer.py b/profiler/advisor/analyzer/schedule/fusion_ops/fusion_ops_analyzer.py
index 6e212e55b9b25723e41bbc1e1e1e503a8d8b332d..89e5807c4aed984242459fc6fd264e053c4ef12d 100644
--- a/profiler/advisor/analyzer/schedule/fusion_ops/fusion_ops_analyzer.py
+++ b/profiler/advisor/analyzer/schedule/fusion_ops/fusion_ops_analyzer.py
@@ -210,7 +210,8 @@ class TimelineFusionOpsAnalyzer(BaseAnalyzer):
         # by the regex index and then calculate the real index for matched fusion operators in event dataset
         for left, right in zip(total_ops_split_points, total_ops_split_points[1:]):
             matched_op_flag = True if (left, right) in matched_pattern_index_tuple else False
-            matched_ops_list = total_op_name[left: right].strip(Constant.OP_SEP).split(Constant.OP_SEP + Constant.OP_SEP)
+            matched_ops_list = \
+                total_op_name[left: right].strip(Constant.OP_SEP).split(Constant.OP_SEP + Constant.OP_SEP)
             op_index.append([matched_op_flag, len(matched_ops_list)])
         for i, _ in enumerate(op_index):
             if i > 0:
diff --git a/profiler/advisor/analyzer/schedule/synchronize_stream/synchronize_stream_analyzer.py b/profiler/advisor/analyzer/schedule/synchronize_stream/synchronize_stream_analyzer.py
index 2f5ee5c47bf3111f105e336e84703bb51f119ebe..0dceaa1afd22e7a3f543b9707f39784cac792af0 100644
--- a/profiler/advisor/analyzer/schedule/synchronize_stream/synchronize_stream_analyzer.py
+++ b/profiler/advisor/analyzer/schedule/synchronize_stream/synchronize_stream_analyzer.py
@@ -15,10 +15,10 @@
 import logging
 
 from profiler.advisor.analyzer.base_analyzer import BaseAnalyzer
-from profiler.advisor.result.result import OptimizeResult
 from profiler.advisor.analyzer.schedule.synchronize_stream.synchronize_stream_checker import SynchronizeStreamChecker
-from profiler.advisor.display.html.render import HTMLRender
 from profiler.advisor.dataset.timeline_event_dataset import ScheduleAnalysisDataset
+from profiler.advisor.display.html.render import HTMLRender
+from profiler.advisor.result.result import OptimizeResult
 
 logger = logging.getLogger()
 
@@ -43,5 +43,5 @@ class SynchronizeStreamAnalyzer(BaseAnalyzer):
                                                rank=kwargs.get("rank"))
         return self.result
 
-    def get_priority(self,  max_mem_op_dur):
-        return  max_mem_op_dur.priority
+    def get_priority(self, max_mem_op_dur):
+        return max_mem_op_dur.priority
diff --git a/profiler/advisor/common/async_analysis_status.py b/profiler/advisor/common/async_analysis_status.py
index 3d9a5d7c102ef0a2a20fb4c84cfc00c6a8568899..98bb458105421b38395f745f2913311a24a5ce40 100644
--- a/profiler/advisor/common/async_analysis_status.py
+++ b/profiler/advisor/common/async_analysis_status.py
@@ -1,6 +1,6 @@
 #!/usr/bin/env python3
 # -*- coding: utf-8 -*-
-"""
+
 # Copyright (C) 2024-2024. Huawei Technologies Co., Ltd. All rights reserved.
 # Licensed under the Apache License, Version 2.0 (the "License");
 # you may not use this file except in compliance with the License.
@@ -13,7 +13,7 @@
 # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 # See the License for the specific language governing permissions and
 # limitations under the License.
-"""
+
 
 
 class AsyncAnalysisStatus:
diff --git a/profiler/advisor/common/enum_params_parser.py b/profiler/advisor/common/enum_params_parser.py
index e9a3f6639cda5942ee849b4401268e87378cbc6f..2f0fe3a2a3a5a24009f762ae312a256577c0e8ff 100644
--- a/profiler/advisor/common/enum_params_parser.py
+++ b/profiler/advisor/common/enum_params_parser.py
@@ -1,6 +1,6 @@
 #!/usr/bin/env python3
 # -*- coding: utf-8 -*-
-"""
+
 # Copyright (C) 2024-2024. Huawei Technologies Co., Ltd. All rights reserved.
 # Licensed under the Apache License, Version 2.0 (the "License");
 # you may not use this file except in compliance with the License.
@@ -13,7 +13,7 @@
 # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 # See the License for the specific language governing permissions and
 # limitations under the License.
-"""
+
 import os
 import logging
 import typing
diff --git a/profiler/advisor/common/graph/graph.py b/profiler/advisor/common/graph/graph.py
index f86f5db7f2cec8f51d3daab6b9c6e9d22de44483..ad68da9174712b1c6c703389c5dfe02c22a7ee66 100644
--- a/profiler/advisor/common/graph/graph.py
+++ b/profiler/advisor/common/graph/graph.py
@@ -1,6 +1,6 @@
 #!/usr/bin/env python3
 # -*- coding: utf-8 -*-
-"""
+
 # Copyright (C) 2024-2024. Huawei Technologies Co., Ltd. All rights reserved.
 # Licensed under the Apache License, Version 2.0 (the "License");
 # you may not use this file except in compliance with the License.
@@ -13,7 +13,7 @@
 # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 # See the License for the specific language governing permissions and
 # limitations under the License.
-"""
+
 import logging
 from typing import Dict, List, Tuple, Callable, Any, Optional, Union
 
diff --git a/profiler/advisor/common/graph/graph_match.py b/profiler/advisor/common/graph/graph_match.py
index fbf0a8abe8e049ccb6f9ff2baaa528e94cb3d7e2..1cf2fe170d2ab8d3e29429785c7b6398cc0dd964 100644
--- a/profiler/advisor/common/graph/graph_match.py
+++ b/profiler/advisor/common/graph/graph_match.py
@@ -1,6 +1,6 @@
 #!/usr/bin/env python3
 # -*- coding: utf-8 -*-
-"""
+
 # Copyright (C) 2024-2024. Huawei Technologies Co., Ltd. All rights reserved.
 # Licensed under the Apache License, Version 2.0 (the "License");
 # you may not use this file except in compliance with the License.
@@ -13,7 +13,7 @@
 # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 # See the License for the specific language governing permissions and
 # limitations under the License.
-"""
+
 import itertools
 import logging
 from functools import lru_cache
diff --git a/profiler/advisor/common/graph/graph_parser.py b/profiler/advisor/common/graph/graph_parser.py
index cffbfa19b4ed99d4597605785ade750982f522b4..bc0b04a357258e8bb1f9c6dc86cb522a524600f0 100644
--- a/profiler/advisor/common/graph/graph_parser.py
+++ b/profiler/advisor/common/graph/graph_parser.py
@@ -1,6 +1,6 @@
 #!/usr/bin/env python3
 # -*- coding: utf-8 -*-
-"""
+
 # Copyright (C) 2024-2024. Huawei Technologies Co., Ltd. All rights reserved.
 # Licensed under the Apache License, Version 2.0 (the "License");
 # you may not use this file except in compliance with the License.
@@ -13,7 +13,7 @@
 # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 # See the License for the specific language governing permissions and
 # limitations under the License.
-"""
+
 import os
 import logging
 import itertools
diff --git a/profiler/advisor/common/profiling/ge_info.py b/profiler/advisor/common/profiling/ge_info.py
index 91642f967970fdf27f76754ee4bbd7f4ab4fcc50..927f5d3e714583c4a1aac9b5b72bfd8ef70998b4 100644
--- a/profiler/advisor/common/profiling/ge_info.py
+++ b/profiler/advisor/common/profiling/ge_info.py
@@ -1,6 +1,6 @@
 #!/usr/bin/env python3
 # -*- coding: utf-8 -*-
-"""
+
 # Copyright (C) 2024-2024. Huawei Technologies Co., Ltd. All rights reserved.
 # Licensed under the Apache License, Version 2.0 (the "License");
 # you may not use this file except in compliance with the License.
@@ -13,7 +13,7 @@
 # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 # See the License for the specific language governing permissions and
 # limitations under the License.
-"""
+
 import logging
 import os
 from typing import Any, List
diff --git a/profiler/advisor/common/profiling/msprof.py b/profiler/advisor/common/profiling/msprof.py
index 54206bb471afce3842c3fd0faf5d78311d339592..76f51b672d4a6d13f40e30362f3b9900b88c2d80 100644
--- a/profiler/advisor/common/profiling/msprof.py
+++ b/profiler/advisor/common/profiling/msprof.py
@@ -1,6 +1,6 @@
 #!/usr/bin/env python3
 # -*- coding: utf-8 -*-
-"""
+
 # Copyright (C) 2024-2024. Huawei Technologies Co., Ltd. All rights reserved.
 # Licensed under the Apache License, Version 2.0 (the "License");
 # you may not use this file except in compliance with the License.
@@ -13,7 +13,7 @@
 # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 # See the License for the specific language governing permissions and
 # limitations under the License.
-"""
+
 import logging
 from typing import Dict, List
 
diff --git a/profiler/advisor/common/profiling/op_summary.py b/profiler/advisor/common/profiling/op_summary.py
index c042509df96c0c8feacb39a56e6f73358cd5d8a9..b1b416888f516559bfcbbfc8a4150c9070bde7fe 100644
--- a/profiler/advisor/common/profiling/op_summary.py
+++ b/profiler/advisor/common/profiling/op_summary.py
@@ -1,6 +1,6 @@
 #!/usr/bin/env python3
 # -*- coding: utf-8 -*-
-"""
+
 # Copyright (C) 2024-2024. Huawei Technologies Co., Ltd. All rights reserved.
 # Licensed under the Apache License, Version 2.0 (the "License");
 # you may not use this file except in compliance with the License.
@@ -13,7 +13,7 @@
 # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 # See the License for the specific language governing permissions and
 # limitations under the License.
-"""
+
 import logging
 from decimal import Decimal
 from typing import List, Any
diff --git a/profiler/advisor/common/profiling/tasktime.py b/profiler/advisor/common/profiling/tasktime.py
index 211800585a6b3385e41d009827ec675bfa9df560..7891f890395bd2d5566cfc59fb7579c25f55dff8 100644
--- a/profiler/advisor/common/profiling/tasktime.py
+++ b/profiler/advisor/common/profiling/tasktime.py
@@ -1,6 +1,6 @@
 #!/usr/bin/env python3
 # -*- coding: utf-8 -*-
-"""
+
 # Copyright (C) 2024-2024. Huawei Technologies Co., Ltd. All rights reserved.
 # Licensed under the Apache License, Version 2.0 (the "License");
 # you may not use this file except in compliance with the License.
@@ -13,7 +13,7 @@
 # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 # See the License for the specific language governing permissions and
 # limitations under the License.
-"""
+
 import logging
 from typing import Dict, List
 
diff --git a/profiler/advisor/common/timeline/event.py b/profiler/advisor/common/timeline/event.py
index 79ee63211c33515ce8bad1a3a537caa65ac86511..f6afb7359494e561fc2e403c29ed4481d12c7529 100644
--- a/profiler/advisor/common/timeline/event.py
+++ b/profiler/advisor/common/timeline/event.py
@@ -1,6 +1,6 @@
 #!/usr/bin/env python3
 # -*- coding: utf-8 -*-
-"""
+
 # Copyright (C) 2024-2024. Huawei Technologies Co., Ltd. All rights reserved.
 # Licensed under the Apache License, Version 2.0 (the "License");
 # you may not use this file except in compliance with the License.
@@ -13,7 +13,7 @@
 # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 # See the License for the specific language governing permissions and
 # limitations under the License.
-"""
+
 from decimal import Decimal
 
 
diff --git a/profiler/advisor/common/timeline/fusion_ops_db.py b/profiler/advisor/common/timeline/fusion_ops_db.py
index 11727bf3ed299777a3dab3457c396bff3b75365e..e2228f3480324495e2ffa1e3733a6ae833bbb56c 100644
--- a/profiler/advisor/common/timeline/fusion_ops_db.py
+++ b/profiler/advisor/common/timeline/fusion_ops_db.py
@@ -1,6 +1,6 @@
 #!/usr/bin/env python3
 # -*- coding: utf-8 -*-
-"""
+
 # Copyright (C) 2024-2024. Huawei Technologies Co., Ltd. All rights reserved.
 # Licensed under the Apache License, Version 2.0 (the "License");
 # you may not use this file except in compliance with the License.
@@ -13,7 +13,7 @@
 # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 # See the License for the specific language governing permissions and
 # limitations under the License.
-"""
+
 import logging
 import os
 
diff --git a/profiler/advisor/common/version_control.py b/profiler/advisor/common/version_control.py
index ec30b3be9d84532ff4e8829341dd2da4d3dfc49f..f04f097ca4d238f6917b2bb94dde0564a742fc84 100644
--- a/profiler/advisor/common/version_control.py
+++ b/profiler/advisor/common/version_control.py
@@ -1,6 +1,6 @@
 #!/usr/bin/env python3
 # -*- coding: utf-8 -*-
-"""
+#
 # Copyright (C) 2024-2024. Huawei Technologies Co., Ltd. All rights reserved.
 # Licensed under the Apache License, Version 2.0 (the "License");
 # you may not use this file except in compliance with the License.
@@ -13,7 +13,7 @@
 # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 # See the License for the specific language governing permissions and
 # limitations under the License.
-"""
+
 import logging
 from typing import List
 
diff --git a/profiler/advisor/dataset/profiling/device_info.py b/profiler/advisor/dataset/profiling/device_info.py
index 707e726ce29e55b41a6c6a3d7723b21550f935fc..52c811e6dd3d7f349d0b7b5c648467d9d6e99a9d 100644
--- a/profiler/advisor/dataset/profiling/device_info.py
+++ b/profiler/advisor/dataset/profiling/device_info.py
@@ -1,3 +1,16 @@
+# Copyright (C) 2024-2024. Huawei Technologies Co., Ltd. All rights reserved.
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+# http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
 """
 profiling info
 """
diff --git a/profiler/advisor/dataset/profiling/profiling_dataset.py b/profiler/advisor/dataset/profiling/profiling_dataset.py
index cd1d953aa0fd355328bc823e4a064d012a06e3f3..99f11e171a05362ea10311c593f488838f0ae08d 100644
--- a/profiler/advisor/dataset/profiling/profiling_dataset.py
+++ b/profiler/advisor/dataset/profiling/profiling_dataset.py
@@ -37,7 +37,8 @@ class ProfilingDataset(Dataset):
 
     def __init__(self, collection_path, data: dict, **kwargs) -> None:
         self.cann_version = kwargs.get(Constant.CANN_VERSION, EnumParamsParser().get_default(Constant.CANN_VERSION))
-        self.prof_type = kwargs.get(Constant.PROFILING_TYPE_UNDER_LINE, EnumParamsParser().get_default(Constant.PROFILING_TYPE_UNDER_LINE))
+        self.prof_type = kwargs.get(
+            Constant.PROFILING_TYPE_UNDER_LINE, EnumParamsParser().get_default(Constant.PROFILING_TYPE_UNDER_LINE))
         self.patterns = self.parse_pattern()
         self.current_version_pattern = self.get_current_version_pattern()
         self._info = None
diff --git a/profiler/advisor/dataset/timeline_event_dataset.py b/profiler/advisor/dataset/timeline_event_dataset.py
index fbac2c5bf0198bf2cec6aef4513ccfaf8aed0396..77d64267c41d272f3c071f120ddd64f67736bdd2 100644
--- a/profiler/advisor/dataset/timeline_event_dataset.py
+++ b/profiler/advisor/dataset/timeline_event_dataset.py
@@ -80,10 +80,10 @@ class BaseTimelineEventDataset:
         kwargs = {}
         if func_name == FrequencyCollector.__name__:
             ops_with_task_type = getattr(self, "ops_with_task_type", {}).values()
-            kwargs["ai_core_ops"] = [
-                op for op in ops_with_task_type if
-                op.get(Constant.TASK_TYPE) in [Constant.AI_CORE, Constant.MIX_AIC]
-            ]
+            kwargs["ai_core_ops"] = [op
+                                     for op in ops_with_task_type if
+                                     op.get(Constant.TASK_TYPE) in [Constant.AI_CORE, Constant.MIX_AIC]
+                                     ]
         return kwargs
 
     def add_event(self, index, event):
diff --git a/profiler/advisor/dataset/timeline_op_collector/timeline_op_collector.py b/profiler/advisor/dataset/timeline_op_collector/timeline_op_collector.py
index ab3433a7545d881a17a04b81845d31b603f0a354..a1aa68d208c786a3090988be2d689e712dff017a 100644
--- a/profiler/advisor/dataset/timeline_op_collector/timeline_op_collector.py
+++ b/profiler/advisor/dataset/timeline_op_collector/timeline_op_collector.py
@@ -1,3 +1,16 @@
+# Copyright (C) 2024-2024. Huawei Technologies Co., Ltd. All rights reserved.
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+# http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
 import logging
 import math
 import os
diff --git a/profiler/advisor/display/prompt/en/dynamic_shape_prompt.py b/profiler/advisor/display/prompt/en/dynamic_shape_prompt.py
index b350f603f115eb9dad32c49b2d1659ec367df6fe..e8a785b2f5a1b7a462d72d37549ca6cc5fc45419 100644
--- a/profiler/advisor/display/prompt/en/dynamic_shape_prompt.py
+++ b/profiler/advisor/display/prompt/en/dynamic_shape_prompt.py
@@ -17,8 +17,9 @@ class DynamicShapePrompt(object):
     RANK_ID = "RANK {} "
     PROBLEM = "Dynamic Shape Operator"
     DESCRIPTION = "Found all operators are dynamic shape"
-    ENABLE_COMPILED_SUGGESTION = "1. Please try to set environment by execute `export HOST_CACHE_CAPACITY=20`.\n." \
-                                 "2. Please place the following code at the entrance of the python script to disable jit compile.\n " \
-                                 "Code: `torch_npu.npu.set_compile_mode(jit_compile=False) \n " \
-                                 "torch_npu.npu.config.allow_internal_format = False`.\n"
+    ENABLE_COMPILED_SUGGESTION = \
+        "1. Please try to set environment by execute `export HOST_CACHE_CAPACITY=20`.\n." \
+        "2. Please place the following code at the entrance of the python script to disable jit compile.\n " \
+        "Code: `torch_npu.npu.set_compile_mode(jit_compile=False) \n " \
+        "torch_npu.npu.config.allow_internal_format = False`.\n"
     RELEASE_SUGGESTION = "for details please refer to link : <a href={} target='_blank'>LINK</a>"
diff --git a/profiler/advisor/utils/log.py b/profiler/advisor/utils/log.py
index 5d9757ebf461d8bece983f56d20770ce9a4c4a17..853d9e15599b1c3667104699e3de0be58f8c61e7 100644
--- a/profiler/advisor/utils/log.py
+++ b/profiler/advisor/utils/log.py
@@ -1,3 +1,15 @@
+# Copyright (C) 2024-2024. Huawei Technologies Co., Ltd. All rights reserved.
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+# http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
 """
 log module
 """
diff --git a/profiler/advisor/utils/tools.py b/profiler/advisor/utils/tools.py
index 90c2c9cf0be337a0f08e289499ce215e8299b5c4..4887dc49583c7619899e0c58629ba1b39861b2da 100644
--- a/profiler/advisor/utils/tools.py
+++ b/profiler/advisor/utils/tools.py
@@ -1,3 +1,16 @@
+# Copyright (C) 2024-2024. Huawei Technologies Co., Ltd. All rights reserved.
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+# http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
 from functools import partial
 
 import click
diff --git a/profiler/advisor/utils/utils.py b/profiler/advisor/utils/utils.py
index 710084ef8c942bf1a3699cd7015b50c6d1676333..0e928edde9d5b99a0974734e0ac0c9356fa8484c 100644
--- a/profiler/advisor/utils/utils.py
+++ b/profiler/advisor/utils/utils.py
@@ -119,10 +119,10 @@ def singleton(cls):
         members = inspect.getmembers(base_class)
 
         # 过滤出函数对象
-        function_objs = [
-            member[1] for member in members 
-            if inspect.isfunction(member[1]) or inspect.ismethod(member[1])
-        ]
+        function_objs = [member[1]
+                         for member in members
+                         if inspect.isfunction(member[1]) or inspect.ismethod(member[1])
+                         ]
         for function_obj in function_objs:
             if inspect.isfunction(function_obj) and not is_static_func(function_obj):
                 continue