From 067ef7b4a17b83752b5be0fc4821bc5a0f6b1b10 Mon Sep 17 00:00:00 2001
From: hehongzhe <935062458@qq.com>
Date: Sun, 26 Jan 2025 23:08:57 +0800
Subject: [PATCH 1/7] =?UTF-8?q?import=E6=95=B4=E6=94=B9=20advisor=20affini?=
 =?UTF-8?q?ty=5Fcpu=5Fbind=20cli?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 README.md                                     | 10 +++++-----
 .../advice_factory/cluster_advice_factory.py  | 12 +++++------
 .../advice_factory/compute_advice_factory.py  |  8 ++++----
 .../advice_factory/overall_advice_factory.py  |  6 +++---
 .../advice_factory/timeline_advice_factory.py |  8 ++++----
 .../cluster_advice/cluster_advice_base.py     |  5 ++---
 .../cluster_advice/cluster_pipeline_advice.py |  9 ++++-----
 .../cluster_advice/kernel_cluster_advice.py   |  4 ++--
 .../cluster_advice/slow_link_advice.py        |  4 ++--
 .../cluster_advice/slow_rank_advice.py        |  6 +++---
 .../common_func_advisor/trace_view_json.py    |  2 --
 .../trace_view_preprocessor.py                |  2 +-
 .../compute_advice/compute_advice_base.py     |  2 +-
 .../compute_advice/npu_fused/csv_analyzer.py  |  6 +-----
 .../compute_advice/npu_fused/json_analyzer.py |  2 +-
 .../compute_advice/npu_fused/op_perf.py       |  6 +++---
 .../compute_advice/npu_fused_advice.py        |  7 +++----
 .../compute_advice/npu_slow_advice.py         |  9 ++++-----
 .../advisor/advisor_backend/interface.py      | 19 ++++++------------
 .../overall_advice/overall_summary_advice.py  |  6 ++----
 .../timeline_advice/op_schedule_advice.py     |  4 ++--
 .../timeline_advice/optimizer_advice.py       |  2 +-
 .../timeline_advice/timeline_advice_base.py   |  4 +---
 .../advisor/analyzer/analyzer_controller.py   |  3 ---
 .../analyzer/cluster/slow_link_analyzer.py    |  1 -
 .../pp_stage_computation_analyzer.py          |  1 -
 .../graph_fusion/graph_fusion_checker.py      |  1 -
 .../advisor/analyzer/memory/memory_checker.py |  2 --
 .../fusion_ops/fusion_ops_analyzer.py         |  2 --
 .../analyzer/schedule/gc/gc_checker.py        |  1 -
 .../schedule/timeline_base_checker.py         |  3 +--
 .../ai_core_freq/ai_core_freq_dataset.py      |  5 -----
 .../dataset/profiling/profiling_dataset.py    |  4 ----
 .../advisor/dataset/timeline_event_dataset.py |  1 -
 .../advisor/display/html/render.py            |  1 -
 .../advisor/interface/interface.py            |  6 ------
 .../msprof_analyze/advisor/result/result.py   |  3 +--
 .../msprof_analyze/advisor/utils/utils.py     |  3 ---
 profiler/msprof_analyze/cli/analyze_cli.py    |  5 -----
 profiler/msprof_analyze/cli/cluster_cli.py    |  4 ----
 profiler/msprof_analyze/cli/compare_cli.py    |  4 ----
 .../compare_tools/performance_compare.py      |  8 +-------
 ...347\275\221URL\350\257\264\346\230\216.md" | 20 +++++++++----------
 43 files changed, 74 insertions(+), 147 deletions(-)

diff --git a/README.md b/README.md
index 064720548f..4c706cc6fe 100644
--- a/README.md
+++ b/README.md
@@ -30,21 +30,21 @@
 
 [MindStudio Probe（msprobe，MindStudio 精度调试工具）](./debug/accuracy_tools/msprobe)。
 
-## [性能工具](./profiler)
+## [性能工具](./profiler/msprof_analyze)
 
-1. [compare_tools（性能比对工具）](./profiler/compare_tools)
+1. [compare_tools（性能比对工具）](./profiler/msprof_analyze/compare_tools)
 
    提供 NPU 与 GPU 性能拆解功能以及算子、通信、内存性能的比对功能。
 
-2. [cluster_analyse（集群分析工具）](./profiler/cluster_analyse)
+2. [cluster_analyse（集群分析工具）](./profiler/msprof_analyze/cluster_analyse)
 
    提供多机多卡的集群分析能力（基于通信域的通信分析和迭代耗时分析）, 当前需要配合 MindStudio Insight 的集群分析功能使用。
 
-3. [advisor](./profiler/advisor)
+3. [advisor](./profiler/msprof_analyze/advisor)
 
    将 Ascend PyTorch Profiler 或者 msprof 采集的 PyTorch 场景性能数据进行分析，并输出性能调优建议。
 
-4. [bind_core](./profiler/affinity_cpu_bind)
+4. [bind_core](./profiler/msprof_analyze/affinity_cpu_bind)
 
    绑核脚本，支持非侵入修改工程代码，实现一键式绑核功能。
 
diff --git a/profiler/msprof_analyze/advisor/advisor_backend/advice_factory/cluster_advice_factory.py b/profiler/msprof_analyze/advisor/advisor_backend/advice_factory/cluster_advice_factory.py
index 6bb93f4670..c3575c0a75 100644
--- a/profiler/msprof_analyze/advisor/advisor_backend/advice_factory/cluster_advice_factory.py
+++ b/profiler/msprof_analyze/advisor/advisor_backend/advice_factory/cluster_advice_factory.py
@@ -12,12 +12,12 @@
 # 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 advice_factory.advice_factory import AdviceFactory
-from cluster_advice.slow_link_advice import SlowLinkAdvice
-from cluster_advice.slow_rank_advice import SlowRankAdvice
-from cluster_advice.cluster_pipeline_advice import ClusterPipelineAdvice
-from cluster_advice.kernel_cluster_advice import KernelClusterAdvice
-from common_func_advisor.constant import Constant
+from msprof_analyze.advisor.advisor_backend.advice_factory.advice_factory import AdviceFactory
+from msprof_analyze.advisor.advisor_backend.cluster_advice.slow_link_advice import SlowLinkAdvice
+from msprof_analyze.advisor.advisor_backend.cluster_advice.slow_rank_advice import SlowRankAdvice
+from msprof_analyze.advisor.advisor_backend.cluster_advice.cluster_pipeline_advice import ClusterPipelineAdvice
+from msprof_analyze.advisor.advisor_backend.cluster_advice.kernel_cluster_advice import KernelClusterAdvice
+from msprof_analyze.advisor.advisor_backend.common_func_advisor.constant import Constant
 
 
 class ClusterAdviceFactory(AdviceFactory):
diff --git a/profiler/msprof_analyze/advisor/advisor_backend/advice_factory/compute_advice_factory.py b/profiler/msprof_analyze/advisor/advisor_backend/advice_factory/compute_advice_factory.py
index 336bef7dd8..026ea1675a 100644
--- a/profiler/msprof_analyze/advisor/advisor_backend/advice_factory/compute_advice_factory.py
+++ b/profiler/msprof_analyze/advisor/advisor_backend/advice_factory/compute_advice_factory.py
@@ -12,10 +12,10 @@
 # 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 common_func_advisor.constant import Constant
-from advice_factory.advice_factory import AdviceFactory
-from compute_advice.npu_fused_advice import NpuFusedAdvice
-from compute_advice.npu_slow_advice import NpuSlowAdvice
+from msprof_analyze.advisor.advisor_backend.common_func_advisor.constant import Constant
+from msprof_analyze.advisor.advisor_backend.advice_factory.advice_factory import AdviceFactory
+from msprof_analyze.advisor.advisor_backend.compute_advice.npu_fused_advice import NpuFusedAdvice
+from msprof_analyze.advisor.advisor_backend.compute_advice.npu_slow_advice import NpuSlowAdvice
 
 
 class ComputeAdviceFactory(AdviceFactory):
diff --git a/profiler/msprof_analyze/advisor/advisor_backend/advice_factory/overall_advice_factory.py b/profiler/msprof_analyze/advisor/advisor_backend/advice_factory/overall_advice_factory.py
index baf80cc200..9f4964aad4 100644
--- a/profiler/msprof_analyze/advisor/advisor_backend/advice_factory/overall_advice_factory.py
+++ b/profiler/msprof_analyze/advisor/advisor_backend/advice_factory/overall_advice_factory.py
@@ -12,9 +12,9 @@
 # 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 advice_factory.advice_factory import AdviceFactory
-from common_func_advisor.constant import Constant
-from overall_advice.overall_summary_advice import OverallSummaryAdvice
+from msprof_analyze.advisor.advisor_backend.advice_factory.advice_factory import AdviceFactory
+from msprof_analyze.advisor.advisor_backend.common_func_advisor.constant import Constant
+from msprof_analyze.advisor.advisor_backend.overall_advice.overall_summary_advice import OverallSummaryAdvice
 
 
 class OverallAdviceFactory(AdviceFactory):
diff --git a/profiler/msprof_analyze/advisor/advisor_backend/advice_factory/timeline_advice_factory.py b/profiler/msprof_analyze/advisor/advisor_backend/advice_factory/timeline_advice_factory.py
index 44b352e95a..2051c019b1 100644
--- a/profiler/msprof_analyze/advisor/advisor_backend/advice_factory/timeline_advice_factory.py
+++ b/profiler/msprof_analyze/advisor/advisor_backend/advice_factory/timeline_advice_factory.py
@@ -12,10 +12,10 @@
 # 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 advice_factory.advice_factory import AdviceFactory
-from common_func_advisor.constant import Constant
-from timeline_advice.optimizer_advice import OptimizerAdvice
-from timeline_advice.op_schedule_advice import OpScheduleAdvice
+from msprof_analyze.advisor.advisor_backend.advice_factory.advice_factory import AdviceFactory
+from msprof_analyze.advisor.advisor_backend.common_func_advisor.constant import Constant
+from msprof_analyze.advisor.advisor_backend.timeline_advice.optimizer_advice import OptimizerAdvice
+from msprof_analyze.advisor.advisor_backend.timeline_advice.op_schedule_advice import OpScheduleAdvice
 
 
 class TimelineAdviceFactory(AdviceFactory):
diff --git a/profiler/msprof_analyze/advisor/advisor_backend/cluster_advice/cluster_advice_base.py b/profiler/msprof_analyze/advisor/advisor_backend/cluster_advice/cluster_advice_base.py
index d5013fffb4..493947121c 100644
--- a/profiler/msprof_analyze/advisor/advisor_backend/cluster_advice/cluster_advice_base.py
+++ b/profiler/msprof_analyze/advisor/advisor_backend/cluster_advice/cluster_advice_base.py
@@ -16,9 +16,8 @@
 import os
 from abc import abstractmethod
 
-from advice_base import AdviceBase
-from cluster_analysis import Interface
-
+from msprof_analyze.advisor.advisor_backend.advice_base import AdviceBase
+from cluster_analysis.interface import Interface
 from msprof_analyze.advisor.advisor_backend.logger import Logger
 from msprof_analyze.prof_common.constant import Constant
 
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 81fcf88ec0..25436cfb5b 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
@@ -26,12 +26,11 @@ from typing import List
 from typing import Optional
 from typing import Tuple
 
-from cluster_advice.cluster_advice_base import ClusterAdviceBase
+from msprof_analyze.advisor.advisor_backend.cluster_advice.cluster_advice_base import ClusterAdviceBase
 from cluster_data_preprocess.pytorch_data_preprocessor import PytorchDataPreprocessor
-from common_func_advisor.constant import Constant
-from common_func_advisor.trace_view_preprocessor import FineTraceViewData
-from common_func_advisor.trace_view_preprocessor import TraceViewPreProcessor
-
+from msprof_analyze.advisor.advisor_backend.common_func_advisor.constant import Constant
+from msprof_analyze.advisor.advisor_backend.common_func_advisor.trace_view_preprocessor import FineTraceViewData
+from msprof_analyze.advisor.advisor_backend.common_func_advisor.trace_view_preprocessor import TraceViewPreProcessor
 from msprof_analyze.advisor.advisor_backend.logger import Logger
 from msprof_analyze.prof_common.file_manager import FileManager
 
diff --git a/profiler/msprof_analyze/advisor/advisor_backend/cluster_advice/kernel_cluster_advice.py b/profiler/msprof_analyze/advisor/advisor_backend/cluster_advice/kernel_cluster_advice.py
index e3b264463b..a7d3a01095 100644
--- a/profiler/msprof_analyze/advisor/advisor_backend/cluster_advice/kernel_cluster_advice.py
+++ b/profiler/msprof_analyze/advisor/advisor_backend/cluster_advice/kernel_cluster_advice.py
@@ -15,8 +15,8 @@
 
 import os
 import pandas as pd
-from common_func_advisor.constant import Constant as AdvisorConstant
-from cluster_advice.cluster_advice_base import ClusterAdviceBase
+from msprof_analyze.advisor.advisor_backend.common_func_advisor.constant import Constant as AdvisorConstant
+from msprof_analyze.advisor.advisor_backend.cluster_advice.cluster_advice_base import ClusterAdviceBase
 from cluster_data_preprocess.pytorch_data_preprocessor import PytorchDataPreprocessor
 from msprof_analyze.prof_common.file_manager import FileManager
 from msprof_analyze.prof_common.constant import Constant
diff --git a/profiler/msprof_analyze/advisor/advisor_backend/cluster_advice/slow_link_advice.py b/profiler/msprof_analyze/advisor/advisor_backend/cluster_advice/slow_link_advice.py
index 564a844df3..2024adf8f6 100644
--- a/profiler/msprof_analyze/advisor/advisor_backend/cluster_advice/slow_link_advice.py
+++ b/profiler/msprof_analyze/advisor/advisor_backend/cluster_advice/slow_link_advice.py
@@ -15,8 +15,8 @@
 
 import os
 from collections import defaultdict
-from common_func_advisor.constant import Constant
-from cluster_advice.cluster_advice_base import ClusterAdviceBase
+from msprof_analyze.advisor.advisor_backend.common_func_advisor.constant import Constant
+from msprof_analyze.advisor.advisor_backend.cluster_advice.cluster_advice_base import ClusterAdviceBase
 from msprof_analyze.prof_common.file_manager import FileManager
 
 
diff --git a/profiler/msprof_analyze/advisor/advisor_backend/cluster_advice/slow_rank_advice.py b/profiler/msprof_analyze/advisor/advisor_backend/cluster_advice/slow_rank_advice.py
index af644ed4b8..f6e0bf7dec 100644
--- a/profiler/msprof_analyze/advisor/advisor_backend/cluster_advice/slow_rank_advice.py
+++ b/profiler/msprof_analyze/advisor/advisor_backend/cluster_advice/slow_rank_advice.py
@@ -15,9 +15,9 @@
 
 import os
 from collections import defaultdict
-from common_func_advisor.constant import Constant
-from cluster_advice.cluster_advice_base import ClusterAdviceBase
-from prof_bean_advisor.cluster_step_trace_time_bean import ClusterStepTraceTimeBean
+from msprof_analyze.advisor.advisor_backend.common_func_advisor.constant import Constant
+from msprof_analyze.advisor.advisor_backend.cluster_advice.cluster_advice_base import ClusterAdviceBase
+from msprof_analyze.advisor.advisor_backend.prof_bean_advisor.cluster_step_trace_time_bean import ClusterStepTraceTimeBean
 from msprof_analyze.prof_common.file_manager import FileManager
 
 
diff --git a/profiler/msprof_analyze/advisor/advisor_backend/common_func_advisor/trace_view_json.py b/profiler/msprof_analyze/advisor/advisor_backend/common_func_advisor/trace_view_json.py
index 74152d628b..5af97c785a 100644
--- a/profiler/msprof_analyze/advisor/advisor_backend/common_func_advisor/trace_view_json.py
+++ b/profiler/msprof_analyze/advisor/advisor_backend/common_func_advisor/trace_view_json.py
@@ -13,8 +13,6 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-import os
-
 from abc import abstractmethod
 from dataclasses import dataclass
 from dataclasses import field
diff --git a/profiler/msprof_analyze/advisor/advisor_backend/common_func_advisor/trace_view_preprocessor.py b/profiler/msprof_analyze/advisor/advisor_backend/common_func_advisor/trace_view_preprocessor.py
index 028ee8d4b1..782cf459ed 100644
--- a/profiler/msprof_analyze/advisor/advisor_backend/common_func_advisor/trace_view_preprocessor.py
+++ b/profiler/msprof_analyze/advisor/advisor_backend/common_func_advisor/trace_view_preprocessor.py
@@ -19,7 +19,7 @@ import sys
 from typing import Optional
 from dataclasses import dataclass
 
-from common_func_advisor.constant import Constant
+from msprof_analyze.advisor.advisor_backend.common_func_advisor.constant import Constant
 from msprof_analyze.advisor.advisor_backend.logger import Logger
 
 logger = Logger()
diff --git a/profiler/msprof_analyze/advisor/advisor_backend/compute_advice/compute_advice_base.py b/profiler/msprof_analyze/advisor/advisor_backend/compute_advice/compute_advice_base.py
index 67e1513d81..a137b832e0 100644
--- a/profiler/msprof_analyze/advisor/advisor_backend/compute_advice/compute_advice_base.py
+++ b/profiler/msprof_analyze/advisor/advisor_backend/compute_advice/compute_advice_base.py
@@ -18,7 +18,7 @@ from collections import defaultdict
 import os
 import logging
 
-from advice_base import AdviceBase
+from msprof_analyze.advisor.advisor_backend.advice_base import AdviceBase
 from msprof_analyze.prof_common.file_manager import FileManager
 
 logger = logging.getLogger()
diff --git a/profiler/msprof_analyze/advisor/advisor_backend/compute_advice/npu_fused/csv_analyzer.py b/profiler/msprof_analyze/advisor/advisor_backend/compute_advice/npu_fused/csv_analyzer.py
index 1c7634a6e4..018c3c964d 100644
--- a/profiler/msprof_analyze/advisor/advisor_backend/compute_advice/npu_fused/csv_analyzer.py
+++ b/profiler/msprof_analyze/advisor/advisor_backend/compute_advice/npu_fused/csv_analyzer.py
@@ -13,14 +13,10 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-import multiprocessing
-
 import pandas as pd
-import numpy as np
 
 from common_func.path_manager import PathManager
-from common_func_advisor.constant import Constant
-from .op_perf import OpPerfFactory
+from msprof_analyze.advisor.advisor_backend.common_func_advisor.constant import Constant
 
 
 class CSVAnalyzer:
diff --git a/profiler/msprof_analyze/advisor/advisor_backend/compute_advice/npu_fused/json_analyzer.py b/profiler/msprof_analyze/advisor/advisor_backend/compute_advice/npu_fused/json_analyzer.py
index 8a32e6d148..d47d6d8ad3 100644
--- a/profiler/msprof_analyze/advisor/advisor_backend/compute_advice/npu_fused/json_analyzer.py
+++ b/profiler/msprof_analyze/advisor/advisor_backend/compute_advice/npu_fused/json_analyzer.py
@@ -17,7 +17,7 @@ import logging
 
 import pandas as pd
 
-from common_func_advisor.trace_view_json import TraceViewJson
+from msprof_analyze.advisor.advisor_backend.common_func_advisor.trace_view_json import TraceViewJson
 
 logger = logging.getLogger()
 
diff --git a/profiler/msprof_analyze/advisor/advisor_backend/compute_advice/npu_fused/op_perf.py b/profiler/msprof_analyze/advisor/advisor_backend/compute_advice/npu_fused/op_perf.py
index 57488ae0f6..b8f5ef4285 100644
--- a/profiler/msprof_analyze/advisor/advisor_backend/compute_advice/npu_fused/op_perf.py
+++ b/profiler/msprof_analyze/advisor/advisor_backend/compute_advice/npu_fused/op_perf.py
@@ -16,9 +16,9 @@ import functools
 from typing import Dict
 import logging
 
-from common_func_advisor.constant import Constant
-from common_func_advisor.constant import CoreType
-from common_func_advisor.constant import PerfColor
+from msprof_analyze.advisor.advisor_backend.common_func_advisor.constant import Constant
+from msprof_analyze.advisor.advisor_backend.common_func_advisor.constant import CoreType
+from msprof_analyze.advisor.advisor_backend.common_func_advisor.constant import PerfColor
 
 logger = logging.getLogger()
 
diff --git a/profiler/msprof_analyze/advisor/advisor_backend/compute_advice/npu_fused_advice.py b/profiler/msprof_analyze/advisor/advisor_backend/compute_advice/npu_fused_advice.py
index a8a7442264..349ede9905 100644
--- a/profiler/msprof_analyze/advisor/advisor_backend/compute_advice/npu_fused_advice.py
+++ b/profiler/msprof_analyze/advisor/advisor_backend/compute_advice/npu_fused_advice.py
@@ -13,15 +13,14 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-import os
 import logging
 from abc import ABC
 
 import pandas as pd
 
-from compute_advice.compute_advice_base import ComputeAdviceBase
-from compute_advice.npu_fused.csv_analyzer import CSVAnalyzer
-from compute_advice.npu_fused.json_analyzer import JSONAnalyzer
+from msprof_analyze.advisor.advisor_backend.compute_advice.compute_advice_base import ComputeAdviceBase
+from msprof_analyze.advisor.advisor_backend.compute_advice.npu_fused.csv_analyzer import CSVAnalyzer
+from msprof_analyze.advisor.advisor_backend.compute_advice.npu_fused.json_analyzer import JSONAnalyzer
 
 logger = logging.getLogger()
 
diff --git a/profiler/msprof_analyze/advisor/advisor_backend/compute_advice/npu_slow_advice.py b/profiler/msprof_analyze/advisor/advisor_backend/compute_advice/npu_slow_advice.py
index fc271e035e..1eff2f6e99 100644
--- a/profiler/msprof_analyze/advisor/advisor_backend/compute_advice/npu_slow_advice.py
+++ b/profiler/msprof_analyze/advisor/advisor_backend/compute_advice/npu_slow_advice.py
@@ -20,11 +20,10 @@ import logging
 import pandas as pd
 
 from common_func.path_manager import PathManager
-from compute_advice.compute_advice_base import ComputeAdviceBase
-from compute_advice.npu_fused.op_perf import OpPerfFactory
-from common_func_advisor.constant import Constant
-from common_func_advisor.constant import PerfColor
-from advisor_backend.common_func_advisor.trace_view_json import TraceViewJson
+from msprof_analyze.advisor.advisor_backend.compute_advice.compute_advice_base import ComputeAdviceBase
+from msprof_analyze.advisor.advisor_backend.compute_advice.npu_fused.op_perf import OpPerfFactory
+from msprof_analyze.advisor.advisor_backend.common_func_advisor.constant import Constant, PerfColor
+from msprof_analyze.advisor.advisor_backend.common_func_advisor.trace_view_json import TraceViewJson
 
 
 class NpuSlowAdvice(ComputeAdviceBase, ABC):
diff --git a/profiler/msprof_analyze/advisor/advisor_backend/interface.py b/profiler/msprof_analyze/advisor/advisor_backend/interface.py
index deb68822ec..f4e84f64e5 100644
--- a/profiler/msprof_analyze/advisor/advisor_backend/interface.py
+++ b/profiler/msprof_analyze/advisor/advisor_backend/interface.py
@@ -13,19 +13,12 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 import os
-import sys
-
-sys.path.append(
-    os.path.join(os.path.dirname(os.path.dirname(os.path.abspath(__file__))), "advisor_backend"))
-sys.path.append(
-    os.path.join(os.path.dirname(os.path.dirname(os.path.dirname(os.path.abspath(__file__)))), "compare_tools"))
-sys.path.append(
-    os.path.join(os.path.dirname(os.path.dirname(os.path.dirname(os.path.abspath(__file__)))), "cluster_analyse"))
-from common_func_advisor.constant import Constant
-from advisor_backend.advice_factory.cluster_advice_factory import ClusterAdviceFactory
-from advisor_backend.advice_factory.compute_advice_factory import ComputeAdviceFactory
-from advisor_backend.advice_factory.timeline_advice_factory import TimelineAdviceFactory
-from advisor_backend.advice_factory.overall_advice_factory import OverallAdviceFactory
+
+from msprof_analyze.advisor.advisor_backend.common_func_advisor.constant import Constant
+from msprof_analyze.advisor.advisor_backend.advice_factory.cluster_advice_factory import ClusterAdviceFactory
+from msprof_analyze.advisor.advisor_backend.advice_factory.compute_advice_factory import ComputeAdviceFactory
+from msprof_analyze.advisor.advisor_backend.advice_factory.timeline_advice_factory import TimelineAdviceFactory
+from msprof_analyze.advisor.advisor_backend.advice_factory.overall_advice_factory import OverallAdviceFactory
 
 
 class Interface:
diff --git a/profiler/msprof_analyze/advisor/advisor_backend/overall_advice/overall_summary_advice.py b/profiler/msprof_analyze/advisor/advisor_backend/overall_advice/overall_summary_advice.py
index 407f636335..979fcf7246 100644
--- a/profiler/msprof_analyze/advisor/advisor_backend/overall_advice/overall_summary_advice.py
+++ b/profiler/msprof_analyze/advisor/advisor_backend/overall_advice/overall_summary_advice.py
@@ -15,11 +15,9 @@
 import os
 import logging
 
-from compare_interface.comparison_interface import ComparisonInterface
-from advisor_backend.advice_base import AdviceBase
-
+from msprof_analyze.compare_tools.compare_interface.comparison_interface import ComparisonInterface
+from msprof_analyze.advisor.advisor_backend.advice_base import AdviceBase
 from msprof_analyze.advisor.display.prompt.base_prompt import BasePrompt
-from msprof_analyze.prof_common.additional_args_manager import AdditionalArgsManager
 from msprof_analyze.prof_common.constant import Constant
 
 logger = logging.getLogger()
diff --git a/profiler/msprof_analyze/advisor/advisor_backend/timeline_advice/op_schedule_advice.py b/profiler/msprof_analyze/advisor/advisor_backend/timeline_advice/op_schedule_advice.py
index 11008b2f37..ac163a7948 100644
--- a/profiler/msprof_analyze/advisor/advisor_backend/timeline_advice/op_schedule_advice.py
+++ b/profiler/msprof_analyze/advisor/advisor_backend/timeline_advice/op_schedule_advice.py
@@ -15,8 +15,8 @@
 import logging
 from decimal import Decimal
 
-from common_func_advisor.constant import Constant
-from timeline_advice.timeline_advice_base import TimelineAdviceBase
+from msprof_analyze.advisor.advisor_backend.common_func_advisor.constant import Constant
+from msprof_analyze.advisor.advisor_backend.timeline_advice.timeline_advice_base import TimelineAdviceBase
 
 logger = logging.getLogger()
 
diff --git a/profiler/msprof_analyze/advisor/advisor_backend/timeline_advice/optimizer_advice.py b/profiler/msprof_analyze/advisor/advisor_backend/timeline_advice/optimizer_advice.py
index 6d6bf7e9b9..6a01b1694e 100644
--- a/profiler/msprof_analyze/advisor/advisor_backend/timeline_advice/optimizer_advice.py
+++ b/profiler/msprof_analyze/advisor/advisor_backend/timeline_advice/optimizer_advice.py
@@ -13,7 +13,7 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-from timeline_advice.timeline_advice_base import TimelineAdviceBase
+from msprof_analyze.advisor.advisor_backend.timeline_advice.timeline_advice_base import TimelineAdviceBase
 
 
 class OptimizerAdvice(TimelineAdviceBase):
diff --git a/profiler/msprof_analyze/advisor/advisor_backend/timeline_advice/timeline_advice_base.py b/profiler/msprof_analyze/advisor/advisor_backend/timeline_advice/timeline_advice_base.py
index e712799a96..36c5e1e2de 100644
--- a/profiler/msprof_analyze/advisor/advisor_backend/timeline_advice/timeline_advice_base.py
+++ b/profiler/msprof_analyze/advisor/advisor_backend/timeline_advice/timeline_advice_base.py
@@ -15,12 +15,10 @@
 
 import logging
 import os
-import json
 from abc import abstractmethod
 from collections import defaultdict
 
-from advice_base import AdviceBase
-
+from msprof_analyze.advisor.advisor_backend.advice_base import AdviceBase
 from msprof_analyze.prof_common.file_manager import FileManager
 
 logger = logging.getLogger()
diff --git a/profiler/msprof_analyze/advisor/analyzer/analyzer_controller.py b/profiler/msprof_analyze/advisor/analyzer/analyzer_controller.py
index a80966927d..6581d58d9f 100644
--- a/profiler/msprof_analyze/advisor/analyzer/analyzer_controller.py
+++ b/profiler/msprof_analyze/advisor/analyzer/analyzer_controller.py
@@ -24,9 +24,6 @@ from pathlib import Path
 
 import psutil
 
-sys.path.append(os.path.join(os.path.dirname(os.path.dirname(os.path.dirname(__file__))), "compare_tools"))
-sys.path.append(os.path.join(os.path.dirname(os.path.dirname(os.path.dirname(__file__))), "cluster_analyse"))
-
 from msprof_analyze.prof_common.additional_args_manager import AdditionalArgsManager
 from msprof_analyze.advisor.analyzer.cluster.slow_rank_analyzer import SlowRankAnalyzer
 from msprof_analyze.advisor.analyzer.cluster.slow_link_analyzer import SlowLinkAnalyzer
diff --git a/profiler/msprof_analyze/advisor/analyzer/cluster/slow_link_analyzer.py b/profiler/msprof_analyze/advisor/analyzer/cluster/slow_link_analyzer.py
index 062b6548e1..9c4416009e 100644
--- a/profiler/msprof_analyze/advisor/analyzer/cluster/slow_link_analyzer.py
+++ b/profiler/msprof_analyze/advisor/analyzer/cluster/slow_link_analyzer.py
@@ -13,7 +13,6 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-from collections import defaultdict
 from typing import Dict, List
 import logging
 
diff --git a/profiler/msprof_analyze/advisor/analyzer/computation/pp_stage_computation_analyzer.py b/profiler/msprof_analyze/advisor/analyzer/computation/pp_stage_computation_analyzer.py
index 538562cb1f..2780204b20 100644
--- a/profiler/msprof_analyze/advisor/analyzer/computation/pp_stage_computation_analyzer.py
+++ b/profiler/msprof_analyze/advisor/analyzer/computation/pp_stage_computation_analyzer.py
@@ -13,7 +13,6 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 import logging
-import os
 from multiprocessing import Manager
 
 from msprof_analyze.advisor.analyzer.base_analyzer import BaseAnalyzer
diff --git a/profiler/msprof_analyze/advisor/analyzer/graph_fusion/graph_fusion_checker.py b/profiler/msprof_analyze/advisor/analyzer/graph_fusion/graph_fusion_checker.py
index 1e2a66695d..727c5a3770 100644
--- a/profiler/msprof_analyze/advisor/analyzer/graph_fusion/graph_fusion_checker.py
+++ b/profiler/msprof_analyze/advisor/analyzer/graph_fusion/graph_fusion_checker.py
@@ -24,7 +24,6 @@ from msprof_analyze.advisor.common.graph.graph import Graph
 from msprof_analyze.advisor.common.graph.graph_parser import QueryGraphParser
 from msprof_analyze.advisor.dataset.graph_dataset import GraphDataset
 from msprof_analyze.advisor.common.graph.graph_match import find_isomorphisms
-from msprof_analyze.prof_common.additional_args_manager import AdditionalArgsManager
 
 logger = logging.getLogger()
 
diff --git a/profiler/msprof_analyze/advisor/analyzer/memory/memory_checker.py b/profiler/msprof_analyze/advisor/analyzer/memory/memory_checker.py
index 7288bf8a5e..82bca84cd2 100644
--- a/profiler/msprof_analyze/advisor/analyzer/memory/memory_checker.py
+++ b/profiler/msprof_analyze/advisor/analyzer/memory/memory_checker.py
@@ -12,10 +12,8 @@
 # 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 re
 import logging
-import yaml
 
 from msprof_analyze.advisor.dataset.timeline_event_dataset import ScheduleAnalysisDataset, MemCollector
 from msprof_analyze.advisor.result.result import OptimizeResult
diff --git a/profiler/msprof_analyze/advisor/analyzer/schedule/fusion_ops/fusion_ops_analyzer.py b/profiler/msprof_analyze/advisor/analyzer/schedule/fusion_ops/fusion_ops_analyzer.py
index 1c5c325be1..247088080b 100644
--- a/profiler/msprof_analyze/advisor/analyzer/schedule/fusion_ops/fusion_ops_analyzer.py
+++ b/profiler/msprof_analyze/advisor/analyzer/schedule/fusion_ops/fusion_ops_analyzer.py
@@ -22,7 +22,6 @@ from tqdm import tqdm
 from msprof_analyze.advisor.analyzer.base_analyzer import BaseAnalyzer
 from msprof_analyze.advisor.display.prompt.base_prompt import BasePrompt
 from msprof_analyze.prof_common.constant import Constant
-from msprof_analyze.advisor.common.analyzer_scopes import SupportedScopes
 from msprof_analyze.advisor.common.timeline.event import TimelineEvent
 from msprof_analyze.advisor.config.config import Config
 from msprof_analyze.advisor.dataset.timeline_event_dataset import ScheduleAnalysisDataset
@@ -30,7 +29,6 @@ from msprof_analyze.advisor.result.item import OptimizeItem, OptimizeRecord
 from msprof_analyze.advisor.utils.utils import format_timeline_result
 from msprof_analyze.advisor.common.timeline.fusion_ops_db import init_timeline_ops_db
 from msprof_analyze.advisor.display.html.priority_background_color import PriorityBackgroundColor
-from msprof_analyze.prof_common.additional_args_manager import AdditionalArgsManager
 
 logger = logging.getLogger()
 
diff --git a/profiler/msprof_analyze/advisor/analyzer/schedule/gc/gc_checker.py b/profiler/msprof_analyze/advisor/analyzer/schedule/gc/gc_checker.py
index 92a0d208f8..8e9f9139af 100644
--- a/profiler/msprof_analyze/advisor/analyzer/schedule/gc/gc_checker.py
+++ b/profiler/msprof_analyze/advisor/analyzer/schedule/gc/gc_checker.py
@@ -21,7 +21,6 @@ from msprof_analyze.advisor.result.result import OptimizeResult
 from msprof_analyze.advisor.result.item import OptimizeItem, OptimizeRecord
 from msprof_analyze.advisor.utils.utils import convert_to_float, convert_to_int
 from msprof_analyze.prof_common.additional_args_manager import AdditionalArgsManager
-from msprof_analyze.prof_common.constant import Constant
 from msprof_analyze.prof_common.file_manager import FileManager
 
 logger = logging.getLogger()
diff --git a/profiler/msprof_analyze/advisor/analyzer/schedule/timeline_base_checker.py b/profiler/msprof_analyze/advisor/analyzer/schedule/timeline_base_checker.py
index 99ca99e99e..649e41e5da 100644
--- a/profiler/msprof_analyze/advisor/analyzer/schedule/timeline_base_checker.py
+++ b/profiler/msprof_analyze/advisor/analyzer/schedule/timeline_base_checker.py
@@ -12,14 +12,13 @@
 # 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 abc import ABC, abstractmethod
+from abc import ABC
 import multiprocessing
 import logging
 
 from msprof_analyze.prof_common.constant import Constant
 from msprof_analyze.advisor.common.timeline.event import TimelineEvent
 from msprof_analyze.advisor.dataset.timeline_event_dataset import ScheduleAnalysisDataset
-from msprof_analyze.advisor.result.result import OptimizeResult
 
 logger = logging.getLogger()
 
diff --git a/profiler/msprof_analyze/advisor/dataset/ai_core_freq/ai_core_freq_dataset.py b/profiler/msprof_analyze/advisor/dataset/ai_core_freq/ai_core_freq_dataset.py
index a7490c2e51..71b3e74107 100644
--- a/profiler/msprof_analyze/advisor/dataset/ai_core_freq/ai_core_freq_dataset.py
+++ b/profiler/msprof_analyze/advisor/dataset/ai_core_freq/ai_core_freq_dataset.py
@@ -16,11 +16,6 @@
 import json
 import logging
 import math
-import os
-import traceback
-
-import ijson
-from tqdm import tqdm
 
 from msprof_analyze.advisor.common.timeline.event import TimelineEvent
 from msprof_analyze.advisor.utils.utils import get_file_path_from_directory
diff --git a/profiler/msprof_analyze/advisor/dataset/profiling/profiling_dataset.py b/profiler/msprof_analyze/advisor/dataset/profiling/profiling_dataset.py
index 7981e4140f..65f70d69c6 100644
--- a/profiler/msprof_analyze/advisor/dataset/profiling/profiling_dataset.py
+++ b/profiler/msprof_analyze/advisor/dataset/profiling/profiling_dataset.py
@@ -18,10 +18,6 @@ import os
 
 import yaml
 from msprof_analyze.prof_common.constant import Constant
-from msprof_analyze.advisor.common.profiling.ge_info import GeInfo
-from msprof_analyze.advisor.common.profiling.msprof import Msprof
-from msprof_analyze.advisor.common.profiling.op_summary import OpSummary
-from msprof_analyze.advisor.common.profiling.tasktime import TaskTime
 from msprof_analyze.advisor.common.enum_params_parser import EnumParamsParser
 from msprof_analyze.advisor.dataset.dataset import Dataset
 from msprof_analyze.advisor.dataset.profiling.device_info import DeviceInfoParser
diff --git a/profiler/msprof_analyze/advisor/dataset/timeline_event_dataset.py b/profiler/msprof_analyze/advisor/dataset/timeline_event_dataset.py
index b9631445b8..c3ae3296f7 100644
--- a/profiler/msprof_analyze/advisor/dataset/timeline_event_dataset.py
+++ b/profiler/msprof_analyze/advisor/dataset/timeline_event_dataset.py
@@ -13,7 +13,6 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-import inspect
 import logging
 import traceback
 from collections import OrderedDict
diff --git a/profiler/msprof_analyze/advisor/display/html/render.py b/profiler/msprof_analyze/advisor/display/html/render.py
index ffc07509ad..0921122067 100644
--- a/profiler/msprof_analyze/advisor/display/html/render.py
+++ b/profiler/msprof_analyze/advisor/display/html/render.py
@@ -20,7 +20,6 @@ from collections import defaultdict, OrderedDict
 
 from jinja2 import Environment, FileSystemLoader
 from msprof_analyze.prof_common.constant import Constant
-
 from msprof_analyze.advisor.config.config import Config
 from msprof_analyze.advisor.utils.utils import singleton, safe_write
 
diff --git a/profiler/msprof_analyze/advisor/interface/interface.py b/profiler/msprof_analyze/advisor/interface/interface.py
index 4f9b6cba55..541213d42f 100644
--- a/profiler/msprof_analyze/advisor/interface/interface.py
+++ b/profiler/msprof_analyze/advisor/interface/interface.py
@@ -14,14 +14,8 @@
 # limitations under the License.
 import os
 from collections import OrderedDict
-import sys
 import logging
 
-sys.path.append(os.path.join(os.path.dirname(os.path.dirname(os.path.dirname(os.path.realpath(__file__)))),
-                             "cluster_analyse"))
-sys.path.append(os.path.join(os.path.dirname(os.path.dirname(os.path.dirname(os.path.realpath(__file__)))),
-                             "compare_tools"))
-
 from msprof_analyze.advisor.utils.utils import Timer
 from msprof_analyze.advisor.result.result import OptimizeResult
 from msprof_analyze.advisor.analyzer.computation.profiling_analyzer import AicpuAnalyzer, BlockDimAnalyzer, \
diff --git a/profiler/msprof_analyze/advisor/result/result.py b/profiler/msprof_analyze/advisor/result/result.py
index 2953ca5dbe..422fd43ec4 100644
--- a/profiler/msprof_analyze/advisor/result/result.py
+++ b/profiler/msprof_analyze/advisor/result/result.py
@@ -15,7 +15,6 @@
 
 import json
 import os
-import stat
 from collections import OrderedDict
 
 import click
@@ -26,7 +25,7 @@ from msprof_analyze.prof_common.additional_args_manager import AdditionalArgsMan
 from msprof_analyze.prof_common.constant import Constant
 from msprof_analyze.advisor.utils.utils import singleton, logger
 from msprof_analyze.advisor.config.config import Config
-from msprof_analyze.advisor.utils.file import FdOpen, check_dir_writable
+from msprof_analyze.advisor.utils.file import check_dir_writable
 from msprof_analyze.prof_common.file_manager import FileManager
 
 
diff --git a/profiler/msprof_analyze/advisor/utils/utils.py b/profiler/msprof_analyze/advisor/utils/utils.py
index 4f39da29ff..59c7701088 100644
--- a/profiler/msprof_analyze/advisor/utils/utils.py
+++ b/profiler/msprof_analyze/advisor/utils/utils.py
@@ -29,12 +29,9 @@ from functools import wraps
 from typing import Any, Set
 import ijson
 import click
-import requests
-from requests.adapters import HTTPAdapter
 from tqdm import tqdm
 
 from msprof_analyze.prof_common.constant import Constant
-from msprof_analyze.advisor.common.version_control import VersionControl
 from msprof_analyze.advisor.utils.log import init_logger, get_log_level
 
 logger = logging.getLogger()
diff --git a/profiler/msprof_analyze/cli/analyze_cli.py b/profiler/msprof_analyze/cli/analyze_cli.py
index 73cbf6b749..69c77e04e0 100644
--- a/profiler/msprof_analyze/cli/analyze_cli.py
+++ b/profiler/msprof_analyze/cli/analyze_cli.py
@@ -13,14 +13,9 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-import sys
-import os
 import logging
 import click
 
-sys.path.append(os.path.join(os.path.dirname(os.path.dirname(__file__)), "compare_tools"))
-sys.path.append(os.path.join(os.path.dirname(os.path.dirname(__file__)), "cluster_analyse"))
-
 from msprof_analyze.prof_common.path_manager import PathManager
 from msprof_analyze.advisor.analyzer.analyzer_controller import AnalyzerController
 from msprof_analyze.advisor.utils.tools import CONTEXT_SETTINGS, ClickAliasedGroup
diff --git a/profiler/msprof_analyze/cli/cluster_cli.py b/profiler/msprof_analyze/cli/cluster_cli.py
index 1200642554..0cdb2bd2b1 100644
--- a/profiler/msprof_analyze/cli/cluster_cli.py
+++ b/profiler/msprof_analyze/cli/cluster_cli.py
@@ -12,12 +12,8 @@
 # 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 sys
 import click
 
-sys.path.append(os.path.dirname(os.path.dirname(__file__)))
-
 from msprof_analyze.prof_common.constant import Constant
 from msprof_analyze.cluster_analyse.cluster_analysis import ALL_FEATURE_LIST, Interface
 from msprof_analyze.prof_common.path_manager import PathManager
diff --git a/profiler/msprof_analyze/cli/compare_cli.py b/profiler/msprof_analyze/cli/compare_cli.py
index c7af038d0c..7ef8139ae0 100644
--- a/profiler/msprof_analyze/cli/compare_cli.py
+++ b/profiler/msprof_analyze/cli/compare_cli.py
@@ -13,12 +13,8 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 import ast
-import os
-import sys
 import click
 
-sys.path.append(os.path.dirname(os.path.dirname(__file__)))
-
 from msprof_analyze.prof_common.path_manager import PathManager
 from msprof_analyze.prof_common.constant import Constant
 from msprof_analyze.prof_common.analyze_dict import AnalyzeDict
diff --git a/profiler/msprof_analyze/compare_tools/performance_compare.py b/profiler/msprof_analyze/compare_tools/performance_compare.py
index a8fc94a8ee..478613e33c 100644
--- a/profiler/msprof_analyze/compare_tools/performance_compare.py
+++ b/profiler/msprof_analyze/compare_tools/performance_compare.py
@@ -15,14 +15,8 @@
 import argparse
 import ast
 import datetime
-import os.path
-import sys
 
-sys.path.append(
-    os.path.join(os.path.dirname(os.path.dirname(os.path.abspath(__file__))), "cluster_analyse"))
-sys.path.append(os.path.dirname(os.path.dirname(os.path.dirname(os.path.abspath(__file__)))))
-
-from compare_backend.comparison_generator import ComparisonGenerator
+from msprof_analyze.compare_tools.compare_backend.comparison_generator import ComparisonGenerator
 from msprof_analyze.prof_common.analyze_dict import AnalyzeDict
 from msprof_analyze.prof_common.logger import get_logger
 from msprof_analyze.prof_common.path_manager import PathManager
diff --git "a/\345\205\254\347\275\221URL\350\257\264\346\230\216.md" "b/\345\205\254\347\275\221URL\350\257\264\346\230\216.md"
index 67064cd045..c78d206c1a 100644
--- "a/\345\205\254\347\275\221URL\350\257\264\346\230\216.md"
+++ "b/\345\205\254\347\275\221URL\350\257\264\346\230\216.md"
@@ -2,13 +2,13 @@
 
 | 软件类型 | 软件名                                                | 路径                                       | 类型   | 内容                                                                                                         | 用途说明               |
 |------|----------------------------------------------------|------------------------------------------|------|------------------------------------------------------------------------------------------------------------|--------------------|
-| 开源软件 | MindStudio Training Tools - msprof-analyze advisor | /profiler/advisor/config/config.ini      | 公网地址 | https://gitee.com/ascend/mstt/blob/master/profiler/advisor/doc/Samples%20of%20Fused%20Operator%20API%20Replacement.md" | Advisor优化手段参考示例    |
-| 开源软件 | MindStudio Training Tools - msprof-analyze advisor | /profiler/advisor/config/config.ini      | 公网地址 | https://www.hiascend.com/document/detail/zh/canncommercial/70RC1/modeldevpt/ptmigr/AImpug_0067.html        | Advisor优化手段参考示例    |
-| 开源软件 | MindStudio Training Tools - msprof-analyze advisor | /profiler/advisor/config/config.ini      | 公网地址 | https://www.hiascend.com/document/detail/zh/canncommercial/70RC1/devtools/auxiliarydevtool/aoe_16_045.html | Advisor优化手段参考示例    |
-| 开源软件 | MindStudio Training Tools - msprof-analyze advisor | /profiler/advisor/config/config.ini      | 公网地址 | https://www.mindspore.cn/lite/docs/en/master/use/cloud_infer/converter_tool_ascend.html#aoe-auto-tuning    | Advisor优化手段参考示例    |
-| 开源软件 | MindStudio Training Tools - msprof-analyze advisor | /profiler/advisor/config/config.ini      | 公网地址 | https://www.hiascend.com/document/detail/zh/canncommercial/70RC1/modeldevpt/ptmigr/AImpug_0059.html        | Advisor优化手段参考示例    |
-| 开源软件 | MindStudio Training Tools - msprof-analyze         | /profiler/config/config.ini              | 公网地址 | https://gitee.com/ascend/mstt/tree/master/profiler                                                         | msprof-analyze工具地址 |
-| 开源软件 | MindStudio Training Tools - msprof-analyze         | /profiler/LICENSE                        | 公网地址 | http://www.apache.org/licenses/LICENSE-2.0                                                                 | 开源软件协议地址           |
-| 开源软件 | MindStudio Training Tools - msprof-analyze advisor | /profiler/advisor/rules/aicpu_rules.ymal | 公网地址 | https://gitee.com/ascend/mstt/blob/master/profiler/advisor/doc/Samples%20of%20AI%20CPU%20Operator%20Replacement.md | AI CPU 算子替换样例      |
-| 开源软件 | MindStudio Training Tools - msprof-analyze advisor | /profiler/advisor/rules/environment_variable_info.yaml | 公网地址 | https://support.huawei.com/enterprise/zh/doc/EDOC1100371278/5eeeed85?idPath=23710424  | 组网指南               |
-| 开源软件 | MindStudio Training Tools - msprof-analyze         |  /profiler/config/config.ini             | 公网地址 | pmail_mindstudio@huawei.com                                                                                | 公网邮箱               |
+| 开源软件 | MindStudio Training Tools - msprof-analyze advisor | /profiler/msprof_analyze/advisor/config/config.ini      | 公网地址 | https://gitee.com/ascend/mstt/blob/master/profiler/msprof_analyze/advisor/doc/Samples%20of%20Fused%20Operator%20API%20Replacement.md" | Advisor优化手段参考示例    |
+| 开源软件 | MindStudio Training Tools - msprof-analyze advisor | /profiler/msprof_analyze/advisor/config/config.ini      | 公网地址 | https://www.hiascend.com/document/detail/zh/canncommercial/70RC1/modeldevpt/ptmigr/AImpug_0067.html        | Advisor优化手段参考示例    |
+| 开源软件 | MindStudio Training Tools - msprof-analyze advisor | /profiler/msprof_analyze/advisor/config/config.ini      | 公网地址 | https://www.hiascend.com/document/detail/zh/canncommercial/70RC1/devtools/auxiliarydevtool/aoe_16_045.html | Advisor优化手段参考示例    |
+| 开源软件 | MindStudio Training Tools - msprof-analyze advisor | /profiler/msprof_analyze/advisor/config/config.ini      | 公网地址 | https://www.mindspore.cn/lite/docs/en/master/use/cloud_infer/converter_tool_ascend.html#aoe-auto-tuning    | Advisor优化手段参考示例    |
+| 开源软件 | MindStudio Training Tools - msprof-analyze advisor | /profiler/msprof_analyze/advisor/config/config.ini      | 公网地址 | https://www.hiascend.com/document/detail/zh/canncommercial/70RC1/modeldevpt/ptmigr/AImpug_0059.html        | Advisor优化手段参考示例    |
+| 开源软件 | MindStudio Training Tools - msprof-analyze         | /profiler/msprof_analyze/config/config.ini              | 公网地址 | https://gitee.com/ascend/mstt/tree/master/profiler/msprof_analyze                                                         | msprof-analyze工具地址 |
+| 开源软件 | MindStudio Training Tools - msprof-analyze         | /profiler/msprof_analyze/LICENSE                        | 公网地址 | http://www.apache.org/licenses/LICENSE-2.0                                                                 | 开源软件协议地址           |
+| 开源软件 | MindStudio Training Tools - msprof-analyze advisor | /profiler/msprof_analyze/advisor/rules/aicpu_rules.ymal | 公网地址 | https://gitee.com/ascend/mstt/blob/master/profiler/msprof_analyze/advisor/doc/Samples%20of%20AI%20CPU%20Operator%20Replacement.md | AI CPU 算子替换样例      |
+| 开源软件 | MindStudio Training Tools - msprof-analyze advisor | /profiler/msprof_analyze/advisor/rules/environment_variable_info.yaml | 公网地址 | https://support.huawei.com/enterprise/zh/doc/EDOC1100371278/5eeeed85?idPath=23710424  | 组网指南               |
+| 开源软件 | MindStudio Training Tools - msprof-analyze         |  /profiler/msprof_analyze/config/config.ini             | 公网地址 | pmail_mindstudio@huawei.com                                                                                | 公网邮箱               |
-- 
Gitee


From 0e359bfa61bf57136e290c324714349504b14712 Mon Sep 17 00:00:00 2001
From: hehongzhe <935062458@qq.com>
Date: Wed, 5 Feb 2025 16:35:40 +0800
Subject: [PATCH 2/7] =?UTF-8?q?import=E6=95=B4=E6=94=B9=20=E5=89=A9?=
 =?UTF-8?q?=E4=BD=99=E9=83=A8=E5=88=86?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 .../affinity_cpu_bind/README.md               |   0
 .../affinity_cpu_bind/bind_core.py            |   0
 .../{msprof_analyze => }/example/__init__.py  |   0
 .../example/mstx_torch_plugin/README.md       |   0
 .../example/mstx_torch_plugin/__init__.py     |   0
 .../example/mstx_torch_plugin/img/result.png  | Bin
 .../mstx_torch_plugin/mstx_torch_plugin.py    |   0
 .../{msprof_analyze => }/example/setup.py     |   0
 .../advisor/cluster_perf_analysis.ipynb       |   2 +-
 .../analysis/analysis_facade.py               |  17 +++---
 .../cluster_analyse/analysis/base_analysis.py |   3 +-
 .../analysis/cluster_base_info_analysis.py    |  10 ++--
 .../analysis/comm_matrix_analysis.py          |   7 ++-
 .../analysis/communication_analysis.py        |  12 ++---
 .../analysis/host_info_analysis.py            |   9 ++--
 .../analysis/step_trace_time_analysis.py      |   9 ++--
 .../cluster_analyse/cluster_analysis.py       |   8 +--
 .../mindspore_data_preprocessor.py            |   2 +-
 .../pytorch_data_preprocessor.py              |   2 +-
 .../cluster_prof_Info_analysis.py             |   4 --
 .../cluster_utils/data_transfer_adapter.py    |   2 +-
 .../parallel_strategy_calculator.py           |   2 +-
 .../cluster_analyse/common_func/db_manager.py |   6 +--
 .../base_communication_group.py               |   2 +-
 .../communication_db_group.py                 |   4 +-
 .../communication_group_generator.py          |   6 +--
 .../communication_json_group.py               |   2 +-
 .../prof_bean/communication_bandwidth_bean.py |   2 +-
 .../prof_bean/communication_time_bean.py      |   2 +-
 .../recipes/cann_api_sum/cann_api_sum.py      |   2 +-
 .../recipes/compute_op_sum/compute_op_sum.py  |   2 +-
 .../recipes/hccl_sum/hccl_sum.py              |   3 +-
 .../recipes/mstx_sum/mstx_sum.py              |   2 +-
 .../comparator/api_compare_comparator.py      |   5 +-
 .../comparator/communication_comparator.py    |   6 +--
 .../comparator/kernel_compare_comparator.py   |   5 +-
 .../comparator/kernel_type_comparator.py      |   7 ++-
 .../comparator/module_comparetor.py           |   5 +-
 .../comparator/module_statistic_comparator.py |   4 +-
 .../comparator/operator_comparator.py         |   2 +-
 .../operator_statistic_comparator.py          |   4 +-
 .../comparator/overall_metrics_comparator.py  |   4 +-
 .../overall_performance_comparator.py         |   2 +-
 .../compare_bean/api_compare_bean.py          |   4 +-
 .../compare_bean/communication_bean.py        |   5 +-
 .../compare_bean/kernel_compare_bean.py       |   5 +-
 .../compare_bean/kernel_type_compare_bean.py  |   5 +-
 .../compare_bean/memory_compare_bean.py       |   9 ++--
 .../compare_bean/memory_statistic_bean.py     |   7 ++-
 .../compare_bean/module_compare_bean.py       |  11 ++--
 .../compare_bean/module_statistic_bean.py     |   5 +-
 .../compare_bean/operator_compare_bean.py     |   9 ++--
 .../compare_bean/operator_statistic_bean.py   |   7 ++-
 .../origin_data_bean/compare_event.py         |   3 +-
 .../origin_data_bean/kernel_details_bean.py   |   5 +-
 .../origin_data_bean/memory_record_bean.py    |   2 +-
 .../origin_data_bean/operator_memory_bean.py  |   2 +-
 .../origin_data_bean/trace_event_bean.py      |   5 +-
 .../compare_bean/overall_metrics_bean.py      |   7 ++-
 .../compare_config/compare_config.py          |   3 +-
 .../compare_backend/comparison_generator.py   |  14 ++---
 .../data_prepare/module_data_prepare.py       |   9 ++--
 .../data_prepare/operator_data_prepare.py     |   5 +-
 .../data_prepare/sequence_pre_matching.py     |   9 ++--
 .../disaggregate/overall_perf_interface.py    |   9 ++--
 .../generator/detail_performance_generator.py |  49 +++++++++---------
 .../overall_performance_generator.py          |   9 ++--
 .../interface/compare_interface.py            |  21 ++++----
 .../interface/overall_interface.py            |   4 +-
 .../profiling_parser/base_profiling_parser.py |   8 +--
 .../profiling_parser/gpu_profiling_parser.py  |   4 +-
 .../profiling_parser/npu_profiling_parser.py  |  11 ++--
 .../compare_backend/utils/args_manager.py     |   2 +-
 .../compare_backend/utils/module_node.py      |   4 +-
 .../compare_backend/utils/name_function.py    |   4 +-
 .../compare_backend/utils/torch_op_node.py    |   5 +-
 .../compare_backend/utils/tree_builder.py     |   6 +--
 .../compare_backend/view/excel_view.py        |   4 +-
 .../compare_backend/view/screen_view.py       |   2 +-
 .../view/work_sheet_creator.py                |   2 +-
 .../compare_interface/comparison_interface.py |  13 ++---
 .../msprof_analyze/prof_common/__init__.py    |   5 +-
 profiler/msprof_analyze/prof_common/utils.py  |   4 +-
 ...st_advisor_cmd_single_ascend_pt_compare.py |   2 +-
 .../test_cluster_analyse_pytorch_db.py        |   8 +--
 .../test_cluster_advice_base.py               |   2 +-
 .../test_cluster_pipeline_advice.py           |   8 +--
 .../test_kernel_cluster_advice.py             |   2 +-
 .../cluster_advice/test_slow_link_advice.py   |   2 +-
 .../cluster_advice/test_slow_rank_advice.py   |   2 +-
 .../compute_advice/test_npu_slow_advice.py    |   4 +-
 .../compute_advice/test_npufused_advice.py    |   3 +-
 .../test_cluster_step_trace_time_bean.py      |   7 +--
 .../timeline_advice/test_opsche_advice.py     |   6 +--
 .../timeline_advice/test_optimizer_advice.py  |   3 +-
 .../advisor/common/test_enum_params_parser.py |   6 ---
 .../test_bandwidth_contention_advice.py       |   1 +
 .../test_byte_alignment_analyzer.py           |   1 +
 .../test_packet_advice.py                     |   2 +-
 .../test_rdma_retransmission_advice.py        |   2 +-
 .../compute_advice/test_frequency_advice.py   |   2 +-
 .../test_conjectured_gc_advice.py             |   1 +
 .../test_dataloader_checker.py                |   1 -
 .../timeline_advice/test_gc_checker.py        |   1 +
 .../timeline_advice/test_memory_op_checker.py |   1 -
 .../timeline_advice/test_syncbn_checker.py    |   1 -
 .../test_synchronize_stream.py                |   1 -
 .../test_timeline_op_collector.py             |   3 --
 .../test_pytorch_data_preprocessor.py         |   2 +-
 .../test_step_trace_time_analysis.py          |   7 +--
 .../test_parallel_strategy_calculator.py      |   2 +-
 .../common_func/test_file_manager.py          |   2 +-
 .../test_communication_group_generator.py     |   4 +-
 .../prof_bean/test_step_trace_time_bean.py    |   2 +-
 .../recipes/test_compute_op_sum.py            |   3 +-
 .../test_communication_comparator.py          |   4 +-
 .../comparator/test_operator_comparator.py    |   2 +-
 .../test_operator_statistic_comparator.py     |   2 +-
 .../origin_data_bean/test_compare_event.py    |   4 +-
 .../test_kernel_details_bean.py               |   2 +-
 .../test_memory_record_bean.py                |   2 +-
 .../test_operator_memory_bean.py              |   2 +-
 .../origin_data_bean/test_trace_event_bean.py |   2 +-
 .../compare_bean/test_communication_bean.py   |   2 +-
 .../compare_bean/test_memory_compare_bean.py  |   2 +-
 .../test_memory_statistic_bean.py             |   2 +-
 .../test_operator_compare_bean.py             |   2 +-
 .../test_operator_statistic_bean.py           |   2 +-
 .../compare_bean/test_profiling_info.py       |   2 +-
 .../test_base_profiling_parser.py             |   4 +-
 .../test_gpu_profiling_parser.py              |   6 +--
 .../test_npu_profiling_parser.py              |   8 +--
 .../compare_tools/utils/test_name_function.py |   6 +--
 .../compare_tools/utils/test_tree_builder.py  |   6 +--
 .../ut/compare_tools/view/test_excel_view.py  |   2 +-
 .../ut/compare_tools/view/test_screen_view.py |   2 +-
 .../view/test_worker_sheet_creator.py         |   4 +-
 137 files changed, 277 insertions(+), 350 deletions(-)
 rename profiler/{msprof_analyze => }/affinity_cpu_bind/README.md (100%)
 rename profiler/{msprof_analyze => }/affinity_cpu_bind/bind_core.py (100%)
 rename profiler/{msprof_analyze => }/example/__init__.py (100%)
 rename profiler/{msprof_analyze => }/example/mstx_torch_plugin/README.md (100%)
 rename profiler/{msprof_analyze => }/example/mstx_torch_plugin/__init__.py (100%)
 rename profiler/{msprof_analyze => }/example/mstx_torch_plugin/img/result.png (100%)
 rename profiler/{msprof_analyze => }/example/mstx_torch_plugin/mstx_torch_plugin.py (100%)
 rename profiler/{msprof_analyze => }/example/setup.py (100%)

diff --git a/profiler/msprof_analyze/affinity_cpu_bind/README.md b/profiler/affinity_cpu_bind/README.md
similarity index 100%
rename from profiler/msprof_analyze/affinity_cpu_bind/README.md
rename to profiler/affinity_cpu_bind/README.md
diff --git a/profiler/msprof_analyze/affinity_cpu_bind/bind_core.py b/profiler/affinity_cpu_bind/bind_core.py
similarity index 100%
rename from profiler/msprof_analyze/affinity_cpu_bind/bind_core.py
rename to profiler/affinity_cpu_bind/bind_core.py
diff --git a/profiler/msprof_analyze/example/__init__.py b/profiler/example/__init__.py
similarity index 100%
rename from profiler/msprof_analyze/example/__init__.py
rename to profiler/example/__init__.py
diff --git a/profiler/msprof_analyze/example/mstx_torch_plugin/README.md b/profiler/example/mstx_torch_plugin/README.md
similarity index 100%
rename from profiler/msprof_analyze/example/mstx_torch_plugin/README.md
rename to profiler/example/mstx_torch_plugin/README.md
diff --git a/profiler/msprof_analyze/example/mstx_torch_plugin/__init__.py b/profiler/example/mstx_torch_plugin/__init__.py
similarity index 100%
rename from profiler/msprof_analyze/example/mstx_torch_plugin/__init__.py
rename to profiler/example/mstx_torch_plugin/__init__.py
diff --git a/profiler/msprof_analyze/example/mstx_torch_plugin/img/result.png b/profiler/example/mstx_torch_plugin/img/result.png
similarity index 100%
rename from profiler/msprof_analyze/example/mstx_torch_plugin/img/result.png
rename to profiler/example/mstx_torch_plugin/img/result.png
diff --git a/profiler/msprof_analyze/example/mstx_torch_plugin/mstx_torch_plugin.py b/profiler/example/mstx_torch_plugin/mstx_torch_plugin.py
similarity index 100%
rename from profiler/msprof_analyze/example/mstx_torch_plugin/mstx_torch_plugin.py
rename to profiler/example/mstx_torch_plugin/mstx_torch_plugin.py
diff --git a/profiler/msprof_analyze/example/setup.py b/profiler/example/setup.py
similarity index 100%
rename from profiler/msprof_analyze/example/setup.py
rename to profiler/example/setup.py
diff --git a/profiler/msprof_analyze/advisor/cluster_perf_analysis.ipynb b/profiler/msprof_analyze/advisor/cluster_perf_analysis.ipynb
index e3b6b1afd7..0fc37222f6 100644
--- a/profiler/msprof_analyze/advisor/cluster_perf_analysis.ipynb
+++ b/profiler/msprof_analyze/advisor/cluster_perf_analysis.ipynb
@@ -675,7 +675,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "from advisor_backend.interface import Interface\n",
+    "from msprof_analyze.advisor.advisor_backend.interface import Interface\n",
     "import matplotlib.pyplot as plt\n",
     "import numpy as np"
    ]
diff --git a/profiler/msprof_analyze/cluster_analyse/analysis/analysis_facade.py b/profiler/msprof_analyze/cluster_analyse/analysis/analysis_facade.py
index 74c53e769f..aa9658f0c6 100644
--- a/profiler/msprof_analyze/cluster_analyse/analysis/analysis_facade.py
+++ b/profiler/msprof_analyze/cluster_analyse/analysis/analysis_facade.py
@@ -12,18 +12,17 @@
 # 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 threading
 from multiprocessing import Process, Value, Lock
 from tqdm import tqdm
 
-from analysis.communication_analysis import CommunicationAnalysis
-from analysis.communication_analysis import CommunicationAnalysisOptimized
-from analysis.comm_matrix_analysis import CommMatrixAnalysis
-from analysis.comm_matrix_analysis import CommMatrixAnalysisOptimized
-from analysis.step_trace_time_analysis import StepTraceTimeAnalysis
-from analysis.host_info_analysis import HostInfoAnalysis
-from analysis.cluster_base_info_analysis import ClusterBaseInfoAnalysis
-from common_func.context import Context
+from msprof_analyze.cluster_analyse.analysis.communication_analysis import CommunicationAnalysis
+from msprof_analyze.cluster_analyse.analysis.communication_analysis import CommunicationAnalysisOptimized
+from msprof_analyze.cluster_analyse.analysis.comm_matrix_analysis import CommMatrixAnalysis
+from msprof_analyze.cluster_analyse.analysis.comm_matrix_analysis import CommMatrixAnalysisOptimized
+from msprof_analyze.cluster_analyse.analysis.step_trace_time_analysis import StepTraceTimeAnalysis
+from msprof_analyze.cluster_analyse.analysis.host_info_analysis import HostInfoAnalysis
+from msprof_analyze.cluster_analyse.analysis.cluster_base_info_analysis import ClusterBaseInfoAnalysis
+from msprof_analyze.cluster_analyse.common_func.context import Context
 
 from msprof_analyze.cluster_analyse.common_func.analysis_loader import get_class_from_name
 from msprof_analyze.prof_common.constant import Constant
diff --git a/profiler/msprof_analyze/cluster_analyse/analysis/base_analysis.py b/profiler/msprof_analyze/cluster_analyse/analysis/base_analysis.py
index 145cefa66c..59b824c1de 100644
--- a/profiler/msprof_analyze/cluster_analyse/analysis/base_analysis.py
+++ b/profiler/msprof_analyze/cluster_analyse/analysis/base_analysis.py
@@ -14,8 +14,7 @@
 # limitations under the License.
 from abc import abstractmethod
 
-from cluster_utils.data_transfer_adapter import DataTransferAdapter
-
+from msprof_analyze.cluster_analyse.cluster_utils.data_transfer_adapter import DataTransferAdapter
 from msprof_analyze.prof_common.constant import Constant
 from msprof_analyze.prof_common.file_manager import FileManager
 from msprof_analyze.prof_common.logger import get_logger
diff --git a/profiler/msprof_analyze/cluster_analyse/analysis/cluster_base_info_analysis.py b/profiler/msprof_analyze/cluster_analyse/analysis/cluster_base_info_analysis.py
index 00c3ebae08..4e2fad2067 100644
--- a/profiler/msprof_analyze/cluster_analyse/analysis/cluster_base_info_analysis.py
+++ b/profiler/msprof_analyze/cluster_analyse/analysis/cluster_base_info_analysis.py
@@ -14,13 +14,11 @@
 # limitations under the License.
 import json
 import os
-import logging
-
-from analysis.base_analysis import BaseAnalysis
-from common_func.db_manager import DBManager
-from common_func.utils import increase_shared_value
-from common_func.path_manager import PathManager
 
+from msprof_analyze.cluster_analyse.analysis.base_analysis import BaseAnalysis
+from msprof_analyze.cluster_analyse.common_func.db_manager import DBManager
+from msprof_analyze.cluster_analyse.common_func.utils import increase_shared_value
+from msprof_analyze.cluster_analyse.common_func.path_manager import PathManager
 from msprof_analyze.prof_common.constant import Constant
 from msprof_analyze.prof_common.logger import get_logger
 from msprof_analyze.prof_common.file_manager import FileManager
diff --git a/profiler/msprof_analyze/cluster_analyse/analysis/comm_matrix_analysis.py b/profiler/msprof_analyze/cluster_analyse/analysis/comm_matrix_analysis.py
index b3e3c8ddae..5ce5b1387a 100644
--- a/profiler/msprof_analyze/cluster_analyse/analysis/comm_matrix_analysis.py
+++ b/profiler/msprof_analyze/cluster_analyse/analysis/comm_matrix_analysis.py
@@ -16,10 +16,9 @@
 import os
 from collections import defaultdict
 
-from analysis.base_analysis import BaseAnalysis
-from common_func.db_manager import DBManager
-from common_func.utils import increase_shared_value
-
+from msprof_analyze.cluster_analyse.analysis.base_analysis import BaseAnalysis
+from msprof_analyze.cluster_analyse.common_func.db_manager import DBManager
+from msprof_analyze.cluster_analyse.common_func.utils import increase_shared_value
 from msprof_analyze.prof_common.constant import Constant
 from msprof_analyze.prof_common.logger import get_logger
 
diff --git a/profiler/msprof_analyze/cluster_analyse/analysis/communication_analysis.py b/profiler/msprof_analyze/cluster_analyse/analysis/communication_analysis.py
index 890507d2eb..be48fa90d2 100644
--- a/profiler/msprof_analyze/cluster_analyse/analysis/communication_analysis.py
+++ b/profiler/msprof_analyze/cluster_analyse/analysis/communication_analysis.py
@@ -16,12 +16,12 @@
 import os
 from collections import defaultdict
 
-from analysis.base_analysis import BaseAnalysis
-from common_func.table_constant import TableConstant
-from common_func.db_manager import DBManager
-from common_func.utils import increase_shared_value
-from prof_bean.communication_bandwidth_bean import CommunicationBandwidthBean
-from prof_bean.communication_time_bean import CommunicationTimeBean
+from msprof_analyze.cluster_analyse.analysis.base_analysis import BaseAnalysis
+from msprof_analyze.cluster_analyse.common_func.table_constant import TableConstant
+from msprof_analyze.cluster_analyse.common_func.db_manager import DBManager
+from msprof_analyze.cluster_analyse.common_func.utils import increase_shared_value
+from msprof_analyze.cluster_analyse.prof_bean.communication_bandwidth_bean import CommunicationBandwidthBean
+from msprof_analyze.cluster_analyse.prof_bean.communication_time_bean import CommunicationTimeBean
 from msprof_analyze.prof_common.constant import Constant
 from msprof_analyze.prof_common.logger import get_logger
 
diff --git a/profiler/msprof_analyze/cluster_analyse/analysis/host_info_analysis.py b/profiler/msprof_analyze/cluster_analyse/analysis/host_info_analysis.py
index abef72d5ff..dc43e313c5 100644
--- a/profiler/msprof_analyze/cluster_analyse/analysis/host_info_analysis.py
+++ b/profiler/msprof_analyze/cluster_analyse/analysis/host_info_analysis.py
@@ -15,11 +15,10 @@
 
 import os
 
-from analysis.base_analysis import BaseAnalysis
-from common_func.db_manager import DBManager
-from common_func.utils import increase_shared_value
-from common_func.path_manager import PathManager
-
+from msprof_analyze.cluster_analyse.analysis.base_analysis import BaseAnalysis
+from msprof_analyze.cluster_analyse.common_func.db_manager import DBManager
+from msprof_analyze.cluster_analyse.common_func.utils import increase_shared_value
+from msprof_analyze.cluster_analyse.common_func.path_manager import PathManager
 from msprof_analyze.prof_common.constant import Constant
 from msprof_analyze.prof_common.logger import get_logger
 
diff --git a/profiler/msprof_analyze/cluster_analyse/analysis/step_trace_time_analysis.py b/profiler/msprof_analyze/cluster_analyse/analysis/step_trace_time_analysis.py
index 1fbc8b8dad..a7cffdd176 100644
--- a/profiler/msprof_analyze/cluster_analyse/analysis/step_trace_time_analysis.py
+++ b/profiler/msprof_analyze/cluster_analyse/analysis/step_trace_time_analysis.py
@@ -14,11 +14,10 @@
 # limitations under the License.
 import os
 
-from common_func.db_manager import DBManager
-from common_func.utils import increase_shared_value
-from cluster_utils.parallel_strategy_calculator import ParallelStrategyCalculator
-from prof_bean.step_trace_time_bean import StepTraceTimeBean
-
+from msprof_analyze.cluster_analyse.common_func.db_manager import DBManager
+from msprof_analyze.cluster_analyse.common_func.utils import increase_shared_value
+from msprof_analyze.cluster_analyse.cluster_utils.parallel_strategy_calculator import ParallelStrategyCalculator
+from msprof_analyze.cluster_analyse.prof_bean.step_trace_time_bean import StepTraceTimeBean
 from msprof_analyze.prof_common.constant import Constant
 from msprof_analyze.prof_common.file_manager import FileManager
 from msprof_analyze.prof_common.logger import get_logger
diff --git a/profiler/msprof_analyze/cluster_analyse/cluster_analysis.py b/profiler/msprof_analyze/cluster_analyse/cluster_analysis.py
index 4cb486608f..6464bb732d 100644
--- a/profiler/msprof_analyze/cluster_analyse/cluster_analysis.py
+++ b/profiler/msprof_analyze/cluster_analyse/cluster_analysis.py
@@ -18,10 +18,10 @@ import sys
 
 sys.path.append(os.path.dirname(os.path.dirname(os.path.dirname(os.path.abspath(__file__)))))
 
-from analysis.analysis_facade import AnalysisFacade
-from cluster_data_preprocess.pytorch_data_preprocessor import PytorchDataPreprocessor
-from cluster_data_preprocess.mindspore_data_preprocessor import MindsporeDataPreprocessor
-from communication_group.communication_group_generator import CommunicationGroupGenerator
+from msprof_analyze.cluster_analyse.analysis.analysis_facade import AnalysisFacade
+from msprof_analyze.cluster_analyse.cluster_data_preprocess.pytorch_data_preprocessor import PytorchDataPreprocessor
+from msprof_analyze.cluster_analyse.cluster_data_preprocess.mindspore_data_preprocessor import MindsporeDataPreprocessor
+from msprof_analyze.cluster_analyse.communication_group.communication_group_generator import CommunicationGroupGenerator
 from msprof_analyze.prof_common.additional_args_manager import AdditionalArgsManager
 from msprof_analyze.prof_common.constant import Constant
 from msprof_analyze.prof_common.file_manager import FileManager
diff --git a/profiler/msprof_analyze/cluster_analyse/cluster_data_preprocess/mindspore_data_preprocessor.py b/profiler/msprof_analyze/cluster_analyse/cluster_data_preprocess/mindspore_data_preprocessor.py
index 3a1a91230d..eaa14fb71f 100644
--- a/profiler/msprof_analyze/cluster_analyse/cluster_data_preprocess/mindspore_data_preprocessor.py
+++ b/profiler/msprof_analyze/cluster_analyse/cluster_data_preprocess/mindspore_data_preprocessor.py
@@ -14,7 +14,7 @@
 # limitations under the License.
 from collections import defaultdict
 
-from cluster_data_preprocess.data_preprocessor import DataPreprocessor
+from msprof_analyze.cluster_analyse.cluster_data_preprocess.data_preprocessor import DataPreprocessor
 
 from msprof_analyze.prof_common.logger import get_logger
 
diff --git a/profiler/msprof_analyze/cluster_analyse/cluster_data_preprocess/pytorch_data_preprocessor.py b/profiler/msprof_analyze/cluster_analyse/cluster_data_preprocess/pytorch_data_preprocessor.py
index fb2be0860d..d270605906 100644
--- a/profiler/msprof_analyze/cluster_analyse/cluster_data_preprocess/pytorch_data_preprocessor.py
+++ b/profiler/msprof_analyze/cluster_analyse/cluster_data_preprocess/pytorch_data_preprocessor.py
@@ -15,7 +15,7 @@
 from collections import defaultdict
 import os
 
-from cluster_data_preprocess.data_preprocessor import DataPreprocessor
+from msprof_analyze.cluster_analyse.cluster_data_preprocess.data_preprocessor import DataPreprocessor
 from msprof_analyze.prof_common.constant import Constant
 from msprof_analyze.prof_common.file_manager import FileManager
 from msprof_analyze.prof_common.logger import get_logger
diff --git a/profiler/msprof_analyze/cluster_analyse/cluster_kernels_analysis/cluster_prof_Info_analysis.py b/profiler/msprof_analyze/cluster_analyse/cluster_kernels_analysis/cluster_prof_Info_analysis.py
index 78bf78ddfb..b1945bc98e 100644
--- a/profiler/msprof_analyze/cluster_analyse/cluster_kernels_analysis/cluster_prof_Info_analysis.py
+++ b/profiler/msprof_analyze/cluster_analyse/cluster_kernels_analysis/cluster_prof_Info_analysis.py
@@ -27,10 +27,6 @@ from plotly.subplots import make_subplots
 from plotly.offline import plot
 
 from msprof_analyze.prof_common.logger import get_logger
-
-sys.path.append(os.path.dirname(os.path.dirname(os.path.dirname(os.path.dirname(os.path.abspath(__file__))))))
-sys.path.append(os.path.dirname(os.path.dirname(os.path.abspath(__file__))))
-
 from msprof_analyze.prof_common.path_manager import PathManager
 from msprof_analyze.prof_common.additional_args_manager import AdditionalArgsManager
 
diff --git a/profiler/msprof_analyze/cluster_analyse/cluster_utils/data_transfer_adapter.py b/profiler/msprof_analyze/cluster_analyse/cluster_utils/data_transfer_adapter.py
index a9ee57e57c..b45b5b3ffb 100644
--- a/profiler/msprof_analyze/cluster_analyse/cluster_utils/data_transfer_adapter.py
+++ b/profiler/msprof_analyze/cluster_analyse/cluster_utils/data_transfer_adapter.py
@@ -13,7 +13,7 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 import copy
-from common_func.table_constant import TableConstant
+from msprof_analyze.cluster_analyse.common_func.table_constant import TableConstant
 from msprof_analyze.prof_common.constant import Constant
 
 
diff --git a/profiler/msprof_analyze/cluster_analyse/cluster_utils/parallel_strategy_calculator.py b/profiler/msprof_analyze/cluster_analyse/cluster_utils/parallel_strategy_calculator.py
index 0f0a1809d9..d6a8dd4057 100644
--- a/profiler/msprof_analyze/cluster_analyse/cluster_utils/parallel_strategy_calculator.py
+++ b/profiler/msprof_analyze/cluster_analyse/cluster_utils/parallel_strategy_calculator.py
@@ -15,7 +15,7 @@
 from enum import Enum
 from dataclasses import dataclass
 
-from .parallel_algorithm import MegatronAlgorithm
+from msprof_analyze.cluster_analyse.cluster_utils.parallel_algorithm import MegatronAlgorithm
 
 
 class ParallelAlgorithmType(Enum):
diff --git a/profiler/msprof_analyze/cluster_analyse/common_func/db_manager.py b/profiler/msprof_analyze/cluster_analyse/common_func/db_manager.py
index 7630413b56..b6045ba73a 100644
--- a/profiler/msprof_analyze/cluster_analyse/common_func/db_manager.py
+++ b/profiler/msprof_analyze/cluster_analyse/common_func/db_manager.py
@@ -16,9 +16,9 @@
 import os
 import sqlite3
 
-from common_func.empty_class import EmptyClass
-from common_func.tables_config import TablesConfig
-from common_func.sql_extention_func import SqlExtentionAggregateFunc
+from msprof_analyze.cluster_analyse.common_func.empty_class import EmptyClass
+from msprof_analyze.cluster_analyse.common_func.tables_config import TablesConfig
+from msprof_analyze.cluster_analyse.common_func.sql_extention_func import SqlExtentionAggregateFunc
 
 from msprof_analyze.prof_common.constant import Constant
 from msprof_analyze.prof_common.file_manager import check_db_path_valid
diff --git a/profiler/msprof_analyze/cluster_analyse/communication_group/base_communication_group.py b/profiler/msprof_analyze/cluster_analyse/communication_group/base_communication_group.py
index c15662ac0f..8f6625f8f6 100644
--- a/profiler/msprof_analyze/cluster_analyse/communication_group/base_communication_group.py
+++ b/profiler/msprof_analyze/cluster_analyse/communication_group/base_communication_group.py
@@ -19,7 +19,7 @@ from collections import defaultdict
 from copy import deepcopy
 from multiprocessing import Pool
 
-from cluster_utils.data_transfer_adapter import DataTransferAdapter
+from msprof_analyze.cluster_analyse.cluster_utils.data_transfer_adapter import DataTransferAdapter
 from msprof_analyze.prof_common.constant import Constant
 from msprof_analyze.prof_common.logger import get_logger
 
diff --git a/profiler/msprof_analyze/cluster_analyse/communication_group/communication_db_group.py b/profiler/msprof_analyze/cluster_analyse/communication_group/communication_db_group.py
index a3b1ef3725..55f0b7802c 100644
--- a/profiler/msprof_analyze/cluster_analyse/communication_group/communication_db_group.py
+++ b/profiler/msprof_analyze/cluster_analyse/communication_group/communication_db_group.py
@@ -14,8 +14,8 @@
 # limitations under the License.
 import os
 
-from common_func.db_manager import DBManager
-from communication_group.base_communication_group import BaseCommunicationGroup
+from msprof_analyze.cluster_analyse.common_func.db_manager import DBManager
+from msprof_analyze.cluster_analyse.communication_group.base_communication_group import BaseCommunicationGroup
 from msprof_analyze.prof_common.constant import Constant
 from msprof_analyze.prof_common.logger import get_logger
 
diff --git a/profiler/msprof_analyze/cluster_analyse/communication_group/communication_group_generator.py b/profiler/msprof_analyze/cluster_analyse/communication_group/communication_group_generator.py
index 00ced8e8bd..39a51e5070 100644
--- a/profiler/msprof_analyze/cluster_analyse/communication_group/communication_group_generator.py
+++ b/profiler/msprof_analyze/cluster_analyse/communication_group/communication_group_generator.py
@@ -13,9 +13,9 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-from communication_group.communication_db_group import CommunicationDBGroup
-from communication_group.communication_db_group import CommunicationDBGroupOptimized
-from communication_group.communication_json_group import CommunicationJsonGroup
+from msprof_analyze.cluster_analyse.communication_group.communication_db_group import CommunicationDBGroup
+from msprof_analyze.cluster_analyse.communication_group.communication_db_group import CommunicationDBGroupOptimized
+from msprof_analyze.cluster_analyse.communication_group.communication_json_group import CommunicationJsonGroup
 from msprof_analyze.prof_common.constant import Constant
 
 
diff --git a/profiler/msprof_analyze/cluster_analyse/communication_group/communication_json_group.py b/profiler/msprof_analyze/cluster_analyse/communication_group/communication_json_group.py
index 2d39c8ef7d..9794822826 100644
--- a/profiler/msprof_analyze/cluster_analyse/communication_group/communication_json_group.py
+++ b/profiler/msprof_analyze/cluster_analyse/communication_group/communication_json_group.py
@@ -15,7 +15,7 @@
 
 import os
  
-from communication_group.base_communication_group import BaseCommunicationGroup
+from msprof_analyze.cluster_analyse.communication_group.base_communication_group import BaseCommunicationGroup
 from msprof_analyze.prof_common.file_manager import FileManager
 
 
diff --git a/profiler/msprof_analyze/cluster_analyse/prof_bean/communication_bandwidth_bean.py b/profiler/msprof_analyze/cluster_analyse/prof_bean/communication_bandwidth_bean.py
index 3c3190ea41..e3ae145541 100644
--- a/profiler/msprof_analyze/cluster_analyse/prof_bean/communication_bandwidth_bean.py
+++ b/profiler/msprof_analyze/cluster_analyse/prof_bean/communication_bandwidth_bean.py
@@ -14,7 +14,7 @@
 # limitations under the License.
 
 
-from common_func.table_constant import TableConstant
+from msprof_analyze.cluster_analyse.common_func.table_constant import TableConstant
 
 
 class CommunicationBandwidthBean:
diff --git a/profiler/msprof_analyze/cluster_analyse/prof_bean/communication_time_bean.py b/profiler/msprof_analyze/cluster_analyse/prof_bean/communication_time_bean.py
index 5bc4603d29..704e9416aa 100644
--- a/profiler/msprof_analyze/cluster_analyse/prof_bean/communication_time_bean.py
+++ b/profiler/msprof_analyze/cluster_analyse/prof_bean/communication_time_bean.py
@@ -14,7 +14,7 @@
 # limitations under the License.
 
 
-from common_func.table_constant import TableConstant
+from msprof_analyze.cluster_analyse.common_func.table_constant import TableConstant
 
 
 class CommunicationTimeBean:
diff --git a/profiler/msprof_analyze/cluster_analyse/recipes/cann_api_sum/cann_api_sum.py b/profiler/msprof_analyze/cluster_analyse/recipes/cann_api_sum/cann_api_sum.py
index 19ad6335d6..4fde5b7399 100644
--- a/profiler/msprof_analyze/cluster_analyse/recipes/cann_api_sum/cann_api_sum.py
+++ b/profiler/msprof_analyze/cluster_analyse/recipes/cann_api_sum/cann_api_sum.py
@@ -16,7 +16,7 @@
 import os
 import pandas as pd
 
-from common_func.utils import stdev
+from msprof_analyze.cluster_analyse.common_func.utils import stdev
 from msprof_analyze.cluster_analyse.recipes.base_recipe_analysis import BaseRecipeAnalysis
 from msprof_analyze.prof_common.constant import Constant
 from msprof_analyze.prof_common.logger import get_logger
diff --git a/profiler/msprof_analyze/cluster_analyse/recipes/compute_op_sum/compute_op_sum.py b/profiler/msprof_analyze/cluster_analyse/recipes/compute_op_sum/compute_op_sum.py
index 2d6eaad75d..78b960a657 100644
--- a/profiler/msprof_analyze/cluster_analyse/recipes/compute_op_sum/compute_op_sum.py
+++ b/profiler/msprof_analyze/cluster_analyse/recipes/compute_op_sum/compute_op_sum.py
@@ -16,7 +16,7 @@
 import os
 import pandas as pd
 
-from common_func.utils import describe_duration
+from msprof_analyze.cluster_analyse.common_func.utils import describe_duration
 from msprof_analyze.cluster_analyse.recipes.base_recipe_analysis import BaseRecipeAnalysis
 from msprof_analyze.prof_common.constant import Constant
 from msprof_analyze.prof_common.logger import get_logger
diff --git a/profiler/msprof_analyze/cluster_analyse/recipes/hccl_sum/hccl_sum.py b/profiler/msprof_analyze/cluster_analyse/recipes/hccl_sum/hccl_sum.py
index ff2bfac981..d9a34c52e1 100644
--- a/profiler/msprof_analyze/cluster_analyse/recipes/hccl_sum/hccl_sum.py
+++ b/profiler/msprof_analyze/cluster_analyse/recipes/hccl_sum/hccl_sum.py
@@ -16,8 +16,7 @@
 import os
 import pandas as pd
 
-from common_func.utils import describe_duration
-
+from msprof_analyze.cluster_analyse.common_func.utils import describe_duration
 from msprof_analyze.cluster_analyse.recipes.base_recipe_analysis import BaseRecipeAnalysis
 from msprof_analyze.prof_common.constant import Constant
 from msprof_analyze.prof_common.logger import get_logger
diff --git a/profiler/msprof_analyze/cluster_analyse/recipes/mstx_sum/mstx_sum.py b/profiler/msprof_analyze/cluster_analyse/recipes/mstx_sum/mstx_sum.py
index fbcc678767..e656c4abc9 100644
--- a/profiler/msprof_analyze/cluster_analyse/recipes/mstx_sum/mstx_sum.py
+++ b/profiler/msprof_analyze/cluster_analyse/recipes/mstx_sum/mstx_sum.py
@@ -17,7 +17,7 @@ from collections import namedtuple
 import os
 import pandas as pd
 
-from common_func.utils import describe_duration
+from msprof_analyze.cluster_analyse.common_func.utils import describe_duration
 from msprof_analyze.cluster_analyse.recipes.base_recipe_analysis import BaseRecipeAnalysis
 from msprof_analyze.prof_common.constant import Constant
 from msprof_analyze.prof_common.logger import get_logger
diff --git a/profiler/msprof_analyze/compare_tools/compare_backend/comparator/api_compare_comparator.py b/profiler/msprof_analyze/compare_tools/compare_backend/comparator/api_compare_comparator.py
index 6dd4ed5fc7..bea4492557 100644
--- a/profiler/msprof_analyze/compare_tools/compare_backend/comparator/api_compare_comparator.py
+++ b/profiler/msprof_analyze/compare_tools/compare_backend/comparator/api_compare_comparator.py
@@ -12,9 +12,8 @@
 # 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 compare_backend.comparator.base_comparator import BaseComparator
-from compare_backend.utils.common_func import update_order_id
-
+from msprof_analyze.compare_tools.compare_backend.comparator.base_comparator import BaseComparator
+from msprof_analyze.compare_tools.compare_backend.utils.common_func import update_order_id
 from msprof_analyze.prof_common.constant import Constant
 
 
diff --git a/profiler/msprof_analyze/compare_tools/compare_backend/comparator/communication_comparator.py b/profiler/msprof_analyze/compare_tools/compare_backend/comparator/communication_comparator.py
index a9aa221d33..7710d2cbb7 100644
--- a/profiler/msprof_analyze/compare_tools/compare_backend/comparator/communication_comparator.py
+++ b/profiler/msprof_analyze/compare_tools/compare_backend/comparator/communication_comparator.py
@@ -12,9 +12,9 @@
 # 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 compare_backend.comparator.base_comparator import BaseComparator
-from compare_backend.compare_bean.communication_bean import CommunicationBean
-from compare_backend.utils.common_func import update_order_id
+from msprof_analyze.compare_tools.compare_backend.comparator.base_comparator import BaseComparator
+from msprof_analyze.compare_tools.compare_backend.compare_bean.communication_bean import CommunicationBean
+from msprof_analyze.compare_tools.compare_backend.utils.common_func import update_order_id
 
 from msprof_analyze.prof_common.constant import Constant
 
diff --git a/profiler/msprof_analyze/compare_tools/compare_backend/comparator/kernel_compare_comparator.py b/profiler/msprof_analyze/compare_tools/compare_backend/comparator/kernel_compare_comparator.py
index 51fce7c156..89e1d3e0ad 100644
--- a/profiler/msprof_analyze/compare_tools/compare_backend/comparator/kernel_compare_comparator.py
+++ b/profiler/msprof_analyze/compare_tools/compare_backend/comparator/kernel_compare_comparator.py
@@ -12,9 +12,8 @@
 # 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 compare_backend.comparator.base_comparator import BaseComparator
-from compare_backend.utils.common_func import update_order_id
-
+from msprof_analyze.compare_tools.compare_backend.comparator.base_comparator import BaseComparator
+from msprof_analyze.compare_tools.compare_backend.utils.common_func import update_order_id
 from msprof_analyze.prof_common.constant import Constant
 
 
diff --git a/profiler/msprof_analyze/compare_tools/compare_backend/comparator/kernel_type_comparator.py b/profiler/msprof_analyze/compare_tools/compare_backend/comparator/kernel_type_comparator.py
index ebca4346fa..44e117c82f 100644
--- a/profiler/msprof_analyze/compare_tools/compare_backend/comparator/kernel_type_comparator.py
+++ b/profiler/msprof_analyze/compare_tools/compare_backend/comparator/kernel_type_comparator.py
@@ -12,10 +12,9 @@
 # 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 compare_backend.comparator.base_comparator import BaseComparator
-from compare_backend.compare_bean.origin_data_bean.op_stastic_bean import OpStatisticBean
-from compare_backend.utils.common_func import update_order_id
-
+from msprof_analyze.compare_tools.compare_backend.comparator.base_comparator import BaseComparator
+from msprof_analyze.compare_tools.compare_backend.compare_bean.origin_data_bean.op_stastic_bean import OpStatisticBean
+from msprof_analyze.compare_tools.compare_backend.utils.common_func import update_order_id
 from msprof_analyze.prof_common.constant import Constant
 
 
diff --git a/profiler/msprof_analyze/compare_tools/compare_backend/comparator/module_comparetor.py b/profiler/msprof_analyze/compare_tools/compare_backend/comparator/module_comparetor.py
index 3b13c24411..11c701a55a 100644
--- a/profiler/msprof_analyze/compare_tools/compare_backend/comparator/module_comparetor.py
+++ b/profiler/msprof_analyze/compare_tools/compare_backend/comparator/module_comparetor.py
@@ -12,9 +12,8 @@
 # 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 compare_backend.comparator.base_comparator import BaseComparator
-from compare_backend.utils.common_func import update_order_id
-
+from msprof_analyze.compare_tools.compare_backend.comparator.base_comparator import BaseComparator
+from msprof_analyze.compare_tools.compare_backend.utils.common_func import update_order_id
 from msprof_analyze.prof_common.constant import Constant
 from msprof_analyze.prof_common.logger import get_logger
 
diff --git a/profiler/msprof_analyze/compare_tools/compare_backend/comparator/module_statistic_comparator.py b/profiler/msprof_analyze/compare_tools/compare_backend/comparator/module_statistic_comparator.py
index a31d1f32a5..7fee4a361d 100644
--- a/profiler/msprof_analyze/compare_tools/compare_backend/comparator/module_statistic_comparator.py
+++ b/profiler/msprof_analyze/compare_tools/compare_backend/comparator/module_statistic_comparator.py
@@ -14,8 +14,8 @@
 # limitations under the License.
 from collections import OrderedDict
 
-from compare_backend.comparator.base_comparator import BaseComparator
-from compare_backend.utils.common_func import update_order_id
+from msprof_analyze.compare_tools.compare_backend.comparator.base_comparator import BaseComparator
+from msprof_analyze.compare_tools.compare_backend.utils.common_func import update_order_id
 
 
 class ModuleStatisticComparator(BaseComparator):
diff --git a/profiler/msprof_analyze/compare_tools/compare_backend/comparator/operator_comparator.py b/profiler/msprof_analyze/compare_tools/compare_backend/comparator/operator_comparator.py
index b6476d422e..1091da79c3 100644
--- a/profiler/msprof_analyze/compare_tools/compare_backend/comparator/operator_comparator.py
+++ b/profiler/msprof_analyze/compare_tools/compare_backend/comparator/operator_comparator.py
@@ -12,7 +12,7 @@
 # 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 compare_backend.comparator.base_comparator import BaseComparator
+from msprof_analyze.compare_tools.compare_backend.comparator.base_comparator import BaseComparator
 
 
 class OperatorComparator(BaseComparator):
diff --git a/profiler/msprof_analyze/compare_tools/compare_backend/comparator/operator_statistic_comparator.py b/profiler/msprof_analyze/compare_tools/compare_backend/comparator/operator_statistic_comparator.py
index 56610e9734..db1db36f72 100644
--- a/profiler/msprof_analyze/compare_tools/compare_backend/comparator/operator_statistic_comparator.py
+++ b/profiler/msprof_analyze/compare_tools/compare_backend/comparator/operator_statistic_comparator.py
@@ -12,8 +12,8 @@
 # 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 compare_backend.comparator.base_comparator import BaseComparator
-from compare_backend.utils.common_func import update_order_id
+from msprof_analyze.compare_tools.compare_backend.comparator.base_comparator import BaseComparator
+from msprof_analyze.compare_tools.compare_backend.utils.common_func import update_order_id
 
 
 class OperatorStatisticComparator(BaseComparator):
diff --git a/profiler/msprof_analyze/compare_tools/compare_backend/comparator/overall_metrics_comparator.py b/profiler/msprof_analyze/compare_tools/compare_backend/comparator/overall_metrics_comparator.py
index ad853f2db8..8a80262c6a 100644
--- a/profiler/msprof_analyze/compare_tools/compare_backend/comparator/overall_metrics_comparator.py
+++ b/profiler/msprof_analyze/compare_tools/compare_backend/comparator/overall_metrics_comparator.py
@@ -14,8 +14,8 @@
 # limitations under the License.
 from math import isclose
 
-from compare_backend.comparator.base_comparator import BaseComparator
-from compare_backend.utils.excel_config import ExcelConfig
+from msprof_analyze.compare_tools.compare_backend.comparator.base_comparator import BaseComparator
+from msprof_analyze.compare_tools.compare_backend.utils.excel_config import ExcelConfig
 
 from msprof_analyze.prof_common.constant import Constant
 
diff --git a/profiler/msprof_analyze/compare_tools/compare_backend/comparator/overall_performance_comparator.py b/profiler/msprof_analyze/compare_tools/compare_backend/comparator/overall_performance_comparator.py
index 0eee314ee1..839ea14f1a 100644
--- a/profiler/msprof_analyze/compare_tools/compare_backend/comparator/overall_performance_comparator.py
+++ b/profiler/msprof_analyze/compare_tools/compare_backend/comparator/overall_performance_comparator.py
@@ -12,7 +12,7 @@
 # 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 compare_backend.comparator.base_comparator import BaseComparator
+from msprof_analyze.compare_tools.compare_backend.comparator.base_comparator import BaseComparator
 
 from msprof_analyze.prof_common.constant import Constant
 
diff --git a/profiler/msprof_analyze/compare_tools/compare_backend/compare_bean/api_compare_bean.py b/profiler/msprof_analyze/compare_tools/compare_backend/compare_bean/api_compare_bean.py
index 5178485700..faf98fb96d 100644
--- a/profiler/msprof_analyze/compare_tools/compare_backend/compare_bean/api_compare_bean.py
+++ b/profiler/msprof_analyze/compare_tools/compare_backend/compare_bean/api_compare_bean.py
@@ -12,8 +12,8 @@
 # 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 compare_backend.utils.common_func import calculate_diff_ratio
-from compare_backend.utils.excel_config import ExcelConfig
+from msprof_analyze.compare_tools.compare_backend.utils.common_func import calculate_diff_ratio
+from msprof_analyze.compare_tools.compare_backend.utils.excel_config import ExcelConfig
 
 from msprof_analyze.prof_common.constant import Constant
 
diff --git a/profiler/msprof_analyze/compare_tools/compare_backend/compare_bean/communication_bean.py b/profiler/msprof_analyze/compare_tools/compare_backend/compare_bean/communication_bean.py
index f840eb653c..1801a75cb8 100644
--- a/profiler/msprof_analyze/compare_tools/compare_backend/compare_bean/communication_bean.py
+++ b/profiler/msprof_analyze/compare_tools/compare_backend/compare_bean/communication_bean.py
@@ -12,9 +12,8 @@
 # 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 compare_backend.utils.excel_config import ExcelConfig
-from compare_backend.utils.common_func import calculate_diff_ratio
-
+from msprof_analyze.compare_tools.compare_backend.utils.excel_config import ExcelConfig
+from msprof_analyze.compare_tools.compare_backend.utils.common_func import calculate_diff_ratio
 from msprof_analyze.prof_common.constant import Constant
 
 
diff --git a/profiler/msprof_analyze/compare_tools/compare_backend/compare_bean/kernel_compare_bean.py b/profiler/msprof_analyze/compare_tools/compare_backend/compare_bean/kernel_compare_bean.py
index ff10d94dd5..3f64f28ec6 100644
--- a/profiler/msprof_analyze/compare_tools/compare_backend/compare_bean/kernel_compare_bean.py
+++ b/profiler/msprof_analyze/compare_tools/compare_backend/compare_bean/kernel_compare_bean.py
@@ -12,9 +12,8 @@
 # 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 compare_backend.utils.common_func import calculate_diff_ratio, convert_to_float
-from compare_backend.utils.excel_config import ExcelConfig
-
+from msprof_analyze.compare_tools.compare_backend.utils.common_func import calculate_diff_ratio, convert_to_float
+from msprof_analyze.compare_tools.compare_backend.utils.excel_config import ExcelConfig
 from msprof_analyze.prof_common.constant import Constant
 
 
diff --git a/profiler/msprof_analyze/compare_tools/compare_backend/compare_bean/kernel_type_compare_bean.py b/profiler/msprof_analyze/compare_tools/compare_backend/compare_bean/kernel_type_compare_bean.py
index b129facc94..1434f42d5f 100644
--- a/profiler/msprof_analyze/compare_tools/compare_backend/compare_bean/kernel_type_compare_bean.py
+++ b/profiler/msprof_analyze/compare_tools/compare_backend/compare_bean/kernel_type_compare_bean.py
@@ -12,9 +12,8 @@
 # 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 compare_backend.utils.common_func import calculate_diff_ratio
-from compare_backend.utils.excel_config import ExcelConfig
-
+from msprof_analyze.compare_tools.compare_backend.utils.common_func import calculate_diff_ratio
+from msprof_analyze.compare_tools.compare_backend.utils.excel_config import ExcelConfig
 from msprof_analyze.prof_common.constant import Constant
 
 
diff --git a/profiler/msprof_analyze/compare_tools/compare_backend/compare_bean/memory_compare_bean.py b/profiler/msprof_analyze/compare_tools/compare_backend/compare_bean/memory_compare_bean.py
index 5e2720a2bb..7a269d6dbc 100644
--- a/profiler/msprof_analyze/compare_tools/compare_backend/compare_bean/memory_compare_bean.py
+++ b/profiler/msprof_analyze/compare_tools/compare_backend/compare_bean/memory_compare_bean.py
@@ -12,11 +12,10 @@
 # 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 compare_backend.utils.common_func import calculate_diff_ratio
-from compare_backend.utils.excel_config import ExcelConfig
-from compare_backend.utils.torch_op_node import TorchOpNode
-from compare_backend.utils.tree_builder import TreeBuilder
-
+from msprof_analyze.compare_tools.compare_backend.utils.common_func import calculate_diff_ratio
+from msprof_analyze.compare_tools.compare_backend.utils.excel_config import ExcelConfig
+from msprof_analyze.compare_tools.compare_backend.utils.torch_op_node import TorchOpNode
+from msprof_analyze.compare_tools.compare_backend.utils.tree_builder import TreeBuilder
 from msprof_analyze.prof_common.constant import Constant
 
 
diff --git a/profiler/msprof_analyze/compare_tools/compare_backend/compare_bean/memory_statistic_bean.py b/profiler/msprof_analyze/compare_tools/compare_backend/compare_bean/memory_statistic_bean.py
index 18ca502e72..e4f7792b5e 100644
--- a/profiler/msprof_analyze/compare_tools/compare_backend/compare_bean/memory_statistic_bean.py
+++ b/profiler/msprof_analyze/compare_tools/compare_backend/compare_bean/memory_statistic_bean.py
@@ -12,10 +12,9 @@
 # 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 compare_backend.utils.common_func import calculate_diff_ratio
-from compare_backend.utils.tree_builder import TreeBuilder
-from compare_backend.utils.excel_config import ExcelConfig
-
+from msprof_analyze.compare_tools.compare_backend.utils.common_func import calculate_diff_ratio
+from msprof_analyze.compare_tools.compare_backend.utils.tree_builder import TreeBuilder
+from msprof_analyze.compare_tools.compare_backend.utils.excel_config import ExcelConfig
 from msprof_analyze.prof_common.constant import Constant
 
 
diff --git a/profiler/msprof_analyze/compare_tools/compare_backend/compare_bean/module_compare_bean.py b/profiler/msprof_analyze/compare_tools/compare_backend/compare_bean/module_compare_bean.py
index 9dee49acda..b87fc7409f 100644
--- a/profiler/msprof_analyze/compare_tools/compare_backend/compare_bean/module_compare_bean.py
+++ b/profiler/msprof_analyze/compare_tools/compare_backend/compare_bean/module_compare_bean.py
@@ -12,12 +12,11 @@
 # 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 compare_backend.utils.common_func import longest_common_subsequence_matching, calculate_diff_ratio
-from compare_backend.utils.excel_config import ExcelConfig
-from compare_backend.utils.module_node import ModuleNode
-from compare_backend.utils.name_function import NameFunction
-from compare_backend.utils.torch_op_node import TorchOpNode
-
+from msprof_analyze.compare_tools.compare_backend.utils.common_func import longest_common_subsequence_matching, calculate_diff_ratio
+from msprof_analyze.compare_tools.compare_backend.utils.excel_config import ExcelConfig
+from msprof_analyze.compare_tools.compare_backend.utils.module_node import ModuleNode
+from msprof_analyze.compare_tools.compare_backend.utils.name_function import NameFunction
+from msprof_analyze.compare_tools.compare_backend.utils.torch_op_node import TorchOpNode
 from msprof_analyze.prof_common.constant import Constant
 
 
diff --git a/profiler/msprof_analyze/compare_tools/compare_backend/compare_bean/module_statistic_bean.py b/profiler/msprof_analyze/compare_tools/compare_backend/compare_bean/module_statistic_bean.py
index b4448d1eb9..2ca8b7e119 100644
--- a/profiler/msprof_analyze/compare_tools/compare_backend/compare_bean/module_statistic_bean.py
+++ b/profiler/msprof_analyze/compare_tools/compare_backend/compare_bean/module_statistic_bean.py
@@ -14,9 +14,8 @@
 # limitations under the License.
 import re
 
-from compare_backend.utils.common_func import calculate_diff_ratio
-from compare_backend.utils.excel_config import ExcelConfig
-
+from msprof_analyze.compare_tools.compare_backend.utils.common_func import calculate_diff_ratio
+from msprof_analyze.compare_tools.compare_backend.utils.excel_config import ExcelConfig
 from msprof_analyze.prof_common.constant import Constant
 
 
diff --git a/profiler/msprof_analyze/compare_tools/compare_backend/compare_bean/operator_compare_bean.py b/profiler/msprof_analyze/compare_tools/compare_backend/compare_bean/operator_compare_bean.py
index b475a59ef5..3770afc844 100644
--- a/profiler/msprof_analyze/compare_tools/compare_backend/compare_bean/operator_compare_bean.py
+++ b/profiler/msprof_analyze/compare_tools/compare_backend/compare_bean/operator_compare_bean.py
@@ -12,11 +12,10 @@
 # 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 compare_backend.utils.common_func import calculate_diff_ratio
-from compare_backend.utils.excel_config import ExcelConfig
-from compare_backend.utils.torch_op_node import TorchOpNode
-from compare_backend.utils.tree_builder import TreeBuilder
-
+from msprof_analyze.compare_tools.compare_backend.utils.common_func import calculate_diff_ratio
+from msprof_analyze.compare_tools.compare_backend.utils.excel_config import ExcelConfig
+from msprof_analyze.compare_tools.compare_backend.utils.torch_op_node import TorchOpNode
+from msprof_analyze.compare_tools.compare_backend.utils.tree_builder import TreeBuilder
 from msprof_analyze.prof_common.constant import Constant
 
 
diff --git a/profiler/msprof_analyze/compare_tools/compare_backend/compare_bean/operator_statistic_bean.py b/profiler/msprof_analyze/compare_tools/compare_backend/compare_bean/operator_statistic_bean.py
index 11d555576c..ab13584cb5 100644
--- a/profiler/msprof_analyze/compare_tools/compare_backend/compare_bean/operator_statistic_bean.py
+++ b/profiler/msprof_analyze/compare_tools/compare_backend/compare_bean/operator_statistic_bean.py
@@ -12,10 +12,9 @@
 # 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 compare_backend.utils.common_func import calculate_diff_ratio
-from compare_backend.utils.excel_config import ExcelConfig
-from compare_backend.utils.tree_builder import TreeBuilder
-
+from msprof_analyze.compare_tools.compare_backend.utils.common_func import calculate_diff_ratio
+from msprof_analyze.compare_tools.compare_backend.utils.excel_config import ExcelConfig
+from msprof_analyze.compare_tools.compare_backend.utils.tree_builder import TreeBuilder
 from msprof_analyze.prof_common.constant import Constant
 
 
diff --git a/profiler/msprof_analyze/compare_tools/compare_backend/compare_bean/origin_data_bean/compare_event.py b/profiler/msprof_analyze/compare_tools/compare_backend/compare_bean/origin_data_bean/compare_event.py
index 8c9d84075f..1f921334aa 100644
--- a/profiler/msprof_analyze/compare_tools/compare_backend/compare_bean/origin_data_bean/compare_event.py
+++ b/profiler/msprof_analyze/compare_tools/compare_backend/compare_bean/origin_data_bean/compare_event.py
@@ -14,8 +14,7 @@
 # limitations under the License.
 from decimal import Decimal
 
-from compare_backend.compare_bean.origin_data_bean.trace_event_bean import TraceEventBean
-
+from msprof_analyze.compare_tools.compare_backend.compare_bean.origin_data_bean.trace_event_bean import TraceEventBean
 from msprof_analyze.prof_common.constant import Constant
 
 
diff --git a/profiler/msprof_analyze/compare_tools/compare_backend/compare_bean/origin_data_bean/kernel_details_bean.py b/profiler/msprof_analyze/compare_tools/compare_backend/compare_bean/origin_data_bean/kernel_details_bean.py
index f1ff9f575a..d9f6e519da 100644
--- a/profiler/msprof_analyze/compare_tools/compare_backend/compare_bean/origin_data_bean/kernel_details_bean.py
+++ b/profiler/msprof_analyze/compare_tools/compare_backend/compare_bean/origin_data_bean/kernel_details_bean.py
@@ -17,9 +17,8 @@ from decimal import Decimal
 
 import pandas as pd
 
-from compare_backend.utils.common_func import convert_to_float, convert_to_decimal
-from compare_backend.compare_config.compare_config import CompareConfig
-
+from msprof_analyze.compare_tools.compare_backend.utils.common_func import convert_to_float, convert_to_decimal
+from msprof_analyze.compare_tools.compare_backend.compare_config.compare_config import CompareConfig
 from msprof_analyze.prof_common.constant import Constant
 
 
diff --git a/profiler/msprof_analyze/compare_tools/compare_backend/compare_bean/origin_data_bean/memory_record_bean.py b/profiler/msprof_analyze/compare_tools/compare_backend/compare_bean/origin_data_bean/memory_record_bean.py
index 6d834d724d..e123d53fab 100644
--- a/profiler/msprof_analyze/compare_tools/compare_backend/compare_bean/origin_data_bean/memory_record_bean.py
+++ b/profiler/msprof_analyze/compare_tools/compare_backend/compare_bean/origin_data_bean/memory_record_bean.py
@@ -12,7 +12,7 @@
 # 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 compare_backend.utils.common_func import convert_to_float
+from msprof_analyze.compare_tools.compare_backend.utils.common_func import convert_to_float
 
 
 class MemoryRecordBean:
diff --git a/profiler/msprof_analyze/compare_tools/compare_backend/compare_bean/origin_data_bean/operator_memory_bean.py b/profiler/msprof_analyze/compare_tools/compare_backend/compare_bean/origin_data_bean/operator_memory_bean.py
index 2d9d5c813f..71e5548fef 100644
--- a/profiler/msprof_analyze/compare_tools/compare_backend/compare_bean/origin_data_bean/operator_memory_bean.py
+++ b/profiler/msprof_analyze/compare_tools/compare_backend/compare_bean/origin_data_bean/operator_memory_bean.py
@@ -14,7 +14,7 @@
 # limitations under the License.
 from decimal import Decimal
 
-from compare_backend.utils.common_func import convert_to_float, convert_to_decimal
+from msprof_analyze.compare_tools.compare_backend.utils.common_func import convert_to_float, convert_to_decimal
 
 
 class OperatorMemoryBean:
diff --git a/profiler/msprof_analyze/compare_tools/compare_backend/compare_bean/origin_data_bean/trace_event_bean.py b/profiler/msprof_analyze/compare_tools/compare_backend/compare_bean/origin_data_bean/trace_event_bean.py
index 9afcab5ec0..ab12d640a1 100644
--- a/profiler/msprof_analyze/compare_tools/compare_backend/compare_bean/origin_data_bean/trace_event_bean.py
+++ b/profiler/msprof_analyze/compare_tools/compare_backend/compare_bean/origin_data_bean/trace_event_bean.py
@@ -14,9 +14,8 @@
 # limitations under the License.
 from decimal import Decimal
 
-from compare_backend.utils.common_func import convert_to_float, convert_to_decimal
-from compare_backend.compare_config.compare_config import CompareConfig
-
+from msprof_analyze.compare_tools.compare_backend.utils.common_func import convert_to_float, convert_to_decimal
+from msprof_analyze.compare_tools.compare_backend.compare_config.compare_config import CompareConfig
 from msprof_analyze.prof_common.constant import Constant
 
 
diff --git a/profiler/msprof_analyze/compare_tools/compare_backend/compare_bean/overall_metrics_bean.py b/profiler/msprof_analyze/compare_tools/compare_backend/compare_bean/overall_metrics_bean.py
index c6c8a03ba8..518718cb35 100644
--- a/profiler/msprof_analyze/compare_tools/compare_backend/compare_bean/overall_metrics_bean.py
+++ b/profiler/msprof_analyze/compare_tools/compare_backend/compare_bean/overall_metrics_bean.py
@@ -14,10 +14,9 @@
 # limitations under the License.
 from math import isclose
 
-from compare_backend.compare_bean.profiling_info import ProfilingInfo
-from compare_backend.utils.common_func import calculate_diff_ratio
-from compare_backend.utils.excel_config import ExcelConfig, CellFormatType
-
+from msprof_analyze.compare_tools.compare_backend.compare_bean.profiling_info import ProfilingInfo
+from msprof_analyze.compare_tools.compare_backend.utils.common_func import calculate_diff_ratio
+from msprof_analyze.compare_tools.compare_backend.utils.excel_config import ExcelConfig, CellFormatType
 from msprof_analyze.prof_common.constant import Constant
 
 
diff --git a/profiler/msprof_analyze/compare_tools/compare_backend/compare_config/compare_config.py b/profiler/msprof_analyze/compare_tools/compare_backend/compare_config/compare_config.py
index a44c074ea6..4d044a1fa0 100644
--- a/profiler/msprof_analyze/compare_tools/compare_backend/compare_config/compare_config.py
+++ b/profiler/msprof_analyze/compare_tools/compare_backend/compare_config/compare_config.py
@@ -14,8 +14,7 @@
 # limitations under the License.
 import os
 
-from compare_backend.utils.singleton import Singleton
-
+from msprof_analyze.compare_tools.compare_backend.utils.singleton import Singleton
 from msprof_analyze.prof_common.utils import SafeConfigReader
 
 
diff --git a/profiler/msprof_analyze/compare_tools/compare_backend/comparison_generator.py b/profiler/msprof_analyze/compare_tools/compare_backend/comparison_generator.py
index 4a880822ae..2a8c97f8b4 100644
--- a/profiler/msprof_analyze/compare_tools/compare_backend/comparison_generator.py
+++ b/profiler/msprof_analyze/compare_tools/compare_backend/comparison_generator.py
@@ -12,13 +12,13 @@
 # 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 compare_backend.generator.detail_performance_generator import DetailPerformanceGenerator
-from compare_backend.generator.overall_performance_generator import OverallPerformanceGenerator
-from compare_backend.interface.overall_interface import OverallInterface
-from compare_backend.interface.compare_interface import CompareInterface
-from compare_backend.profiling_parser.gpu_profiling_parser import GPUProfilingParser
-from compare_backend.profiling_parser.npu_profiling_parser import NPUProfilingParser
-from compare_backend.utils.args_manager import ArgsManager
+from msprof_analyze.compare_tools.compare_backend.generator.detail_performance_generator import DetailPerformanceGenerator
+from msprof_analyze.compare_tools.compare_backend.generator.overall_performance_generator import OverallPerformanceGenerator
+from msprof_analyze.compare_tools.compare_backend.interface.overall_interface import OverallInterface
+from msprof_analyze.compare_tools.compare_backend.interface.compare_interface import CompareInterface
+from msprof_analyze.compare_tools.compare_backend.profiling_parser.gpu_profiling_parser import GPUProfilingParser
+from msprof_analyze.compare_tools.compare_backend.profiling_parser.npu_profiling_parser import NPUProfilingParser
+from msprof_analyze.compare_tools.compare_backend.utils.args_manager import ArgsManager
 from msprof_analyze.prof_common.constant import Constant
 from msprof_analyze.prof_common.additional_args_manager import AdditionalArgsManager
 from msprof_analyze.prof_common.logger import get_logger
diff --git a/profiler/msprof_analyze/compare_tools/compare_backend/data_prepare/module_data_prepare.py b/profiler/msprof_analyze/compare_tools/compare_backend/data_prepare/module_data_prepare.py
index 52df18c78b..e8c56b2608 100644
--- a/profiler/msprof_analyze/compare_tools/compare_backend/data_prepare/module_data_prepare.py
+++ b/profiler/msprof_analyze/compare_tools/compare_backend/data_prepare/module_data_prepare.py
@@ -15,11 +15,10 @@
 import copy
 from queue import Queue
 
-from compare_backend.compare_bean.origin_data_bean.trace_event_bean import TraceEventBean
-from compare_backend.profiling_parser.base_profiling_parser import ProfilingResult
-from compare_backend.utils.module_node import ModuleNode
-from compare_backend.utils.tree_builder import TreeBuilder
-
+from msprof_analyze.compare_tools.compare_backend.compare_bean.origin_data_bean.trace_event_bean import TraceEventBean
+from msprof_analyze.compare_tools.compare_backend.profiling_parser.base_profiling_parser import ProfilingResult
+from msprof_analyze.compare_tools.compare_backend.utils.module_node import ModuleNode
+from msprof_analyze.compare_tools.compare_backend.utils.tree_builder import TreeBuilder
 from msprof_analyze.prof_common.constant import Constant
 
 
diff --git a/profiler/msprof_analyze/compare_tools/compare_backend/data_prepare/operator_data_prepare.py b/profiler/msprof_analyze/compare_tools/compare_backend/data_prepare/operator_data_prepare.py
index 003a023221..b5da970126 100644
--- a/profiler/msprof_analyze/compare_tools/compare_backend/data_prepare/operator_data_prepare.py
+++ b/profiler/msprof_analyze/compare_tools/compare_backend/data_prepare/operator_data_prepare.py
@@ -12,9 +12,8 @@
 # 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 compare_backend.profiling_parser.base_profiling_parser import ProfilingResult
-from compare_backend.utils.tree_builder import TreeBuilder
-
+from msprof_analyze.compare_tools.compare_backend.profiling_parser.base_profiling_parser import ProfilingResult
+from msprof_analyze.compare_tools.compare_backend.utils.tree_builder import TreeBuilder
 from msprof_analyze.prof_common.constant import Constant
 from msprof_analyze.prof_common.logger import get_logger
 
diff --git a/profiler/msprof_analyze/compare_tools/compare_backend/data_prepare/sequence_pre_matching.py b/profiler/msprof_analyze/compare_tools/compare_backend/data_prepare/sequence_pre_matching.py
index b8e674fe98..5c2590c723 100644
--- a/profiler/msprof_analyze/compare_tools/compare_backend/data_prepare/sequence_pre_matching.py
+++ b/profiler/msprof_analyze/compare_tools/compare_backend/data_prepare/sequence_pre_matching.py
@@ -14,11 +14,10 @@
 # limitations under the License.
 from collections import deque
 
-from compare_backend.utils.name_function import NameFunction
-from compare_backend.utils.common_func import longest_common_subsequence_matching
-from compare_backend.utils.torch_op_node import TorchOpNode
-from compare_backend.utils.module_node import ModuleNode
-
+from msprof_analyze.compare_tools.compare_backend.utils.name_function import NameFunction
+from msprof_analyze.compare_tools.compare_backend.utils.common_func import longest_common_subsequence_matching
+from msprof_analyze.compare_tools.compare_backend.utils.torch_op_node import TorchOpNode
+from msprof_analyze.compare_tools.compare_backend.utils.module_node import ModuleNode
 from msprof_analyze.prof_common.constant import Constant
 
 
diff --git a/profiler/msprof_analyze/compare_tools/compare_backend/disaggregate/overall_perf_interface.py b/profiler/msprof_analyze/compare_tools/compare_backend/disaggregate/overall_perf_interface.py
index c59b35dd66..4dfbe55921 100644
--- a/profiler/msprof_analyze/compare_tools/compare_backend/disaggregate/overall_perf_interface.py
+++ b/profiler/msprof_analyze/compare_tools/compare_backend/disaggregate/overall_perf_interface.py
@@ -12,11 +12,10 @@
 # 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 compare_backend.profiling_parser.gpu_profiling_parser import GPUProfilingParser
-from compare_backend.profiling_parser.npu_profiling_parser import NPUProfilingParser
-from compare_backend.utils.args_manager import ArgsManager
-from compare_backend.utils.compare_args import Args
-
+from msprof_analyze.compare_tools.compare_backend.profiling_parser.gpu_profiling_parser import GPUProfilingParser
+from msprof_analyze.compare_tools.compare_backend.profiling_parser.npu_profiling_parser import NPUProfilingParser
+from msprof_analyze.compare_tools.compare_backend.utils.args_manager import ArgsManager
+from msprof_analyze.compare_tools.compare_backend.utils.compare_args import Args
 from msprof_analyze.prof_common.constant import Constant
 from msprof_analyze.prof_common.logger import get_logger
 from msprof_analyze.prof_common.path_manager import PathManager
diff --git a/profiler/msprof_analyze/compare_tools/compare_backend/generator/detail_performance_generator.py b/profiler/msprof_analyze/compare_tools/compare_backend/generator/detail_performance_generator.py
index d48353be9c..d5d8518246 100644
--- a/profiler/msprof_analyze/compare_tools/compare_backend/generator/detail_performance_generator.py
+++ b/profiler/msprof_analyze/compare_tools/compare_backend/generator/detail_performance_generator.py
@@ -16,31 +16,30 @@ import os
 from collections import OrderedDict
 from datetime import datetime
 
-from compare_backend.comparator.communication_comparator import CommunicationComparator
-from compare_backend.comparator.module_comparetor import ModuleComparator
-from compare_backend.comparator.module_statistic_comparator import ModuleStatisticComparator
-from compare_backend.comparator.operator_comparator import OperatorComparator
-from compare_backend.comparator.operator_statistic_comparator import OperatorStatisticComparator
-from compare_backend.comparator.api_compare_comparator import ApiCompareComparator
-from compare_backend.comparator.kernel_compare_comparator import KernelCompareComparator
-from compare_backend.comparator.overall_metrics_comparator import OverallMetricsComparator
-from compare_backend.compare_bean.communication_bean import CommunicationBean
-from compare_backend.compare_bean.memory_compare_bean import MemoryCompareBean
-from compare_backend.compare_bean.memory_statistic_bean import MemoryStatisticBean
-from compare_backend.compare_bean.module_compare_bean import ModuleCompareBean
-from compare_backend.compare_bean.module_statistic_bean import ModuleStatisticBean
-from compare_backend.compare_bean.operator_compare_bean import OperatorCompareBean
-from compare_backend.compare_bean.operator_statistic_bean import OperatorStatisticBean
-from compare_backend.compare_bean.api_compare_bean import ApiCompareBean
-from compare_backend.compare_bean.kernel_compare_bean import KernelCompareBean
-from compare_backend.compare_bean.overall_metrics_bean import OverallMetricsBean
-from compare_backend.data_prepare.module_data_prepare import ModuleDataPrepare
-from compare_backend.data_prepare.operator_data_prepare import OperatorDataPrepare
-from compare_backend.comparator.kernel_type_comparator import KernelTypeComparator
-from compare_backend.compare_bean.kernel_type_compare_bean import KernelTypeCompareBean
-from compare_backend.view.excel_view import ExcelView
-from compare_backend.data_prepare.sequence_pre_matching import SequencePreMatching
-
+from msprof_analyze.compare_tools.compare_backend.comparator.communication_comparator import CommunicationComparator
+from msprof_analyze.compare_tools.compare_backend.comparator.module_comparetor import ModuleComparator
+from msprof_analyze.compare_tools.compare_backend.comparator.module_statistic_comparator import ModuleStatisticComparator
+from msprof_analyze.compare_tools.compare_backend.comparator.operator_comparator import OperatorComparator
+from msprof_analyze.compare_tools.compare_backend.comparator.operator_statistic_comparator import OperatorStatisticComparator
+from msprof_analyze.compare_tools.compare_backend.comparator.api_compare_comparator import ApiCompareComparator
+from msprof_analyze.compare_tools.compare_backend.comparator.kernel_compare_comparator import KernelCompareComparator
+from msprof_analyze.compare_tools.compare_backend.comparator.overall_metrics_comparator import OverallMetricsComparator
+from msprof_analyze.compare_tools.compare_backend.compare_bean.communication_bean import CommunicationBean
+from msprof_analyze.compare_tools.compare_backend.compare_bean.memory_compare_bean import MemoryCompareBean
+from msprof_analyze.compare_tools.compare_backend.compare_bean.memory_statistic_bean import MemoryStatisticBean
+from msprof_analyze.compare_tools.compare_backend.compare_bean.module_compare_bean import ModuleCompareBean
+from msprof_analyze.compare_tools.compare_backend.compare_bean.module_statistic_bean import ModuleStatisticBean
+from msprof_analyze.compare_tools.compare_backend.compare_bean.operator_compare_bean import OperatorCompareBean
+from msprof_analyze.compare_tools.compare_backend.compare_bean.operator_statistic_bean import OperatorStatisticBean
+from msprof_analyze.compare_tools.compare_backend.compare_bean.api_compare_bean import ApiCompareBean
+from msprof_analyze.compare_tools.compare_backend.compare_bean.kernel_compare_bean import KernelCompareBean
+from msprof_analyze.compare_tools.compare_backend.compare_bean.overall_metrics_bean import OverallMetricsBean
+from msprof_analyze.compare_tools.compare_backend.data_prepare.module_data_prepare import ModuleDataPrepare
+from msprof_analyze.compare_tools.compare_backend.data_prepare.operator_data_prepare import OperatorDataPrepare
+from msprof_analyze.compare_tools.compare_backend.comparator.kernel_type_comparator import KernelTypeComparator
+from msprof_analyze.compare_tools.compare_backend.compare_bean.kernel_type_compare_bean import KernelTypeCompareBean
+from msprof_analyze.compare_tools.compare_backend.view.excel_view import ExcelView
+from msprof_analyze.compare_tools.compare_backend.data_prepare.sequence_pre_matching import SequencePreMatching
 from msprof_analyze.prof_common.constant import Constant
 from msprof_analyze.prof_common.logger import get_logger
 
diff --git a/profiler/msprof_analyze/compare_tools/compare_backend/generator/overall_performance_generator.py b/profiler/msprof_analyze/compare_tools/compare_backend/generator/overall_performance_generator.py
index a162353e89..d79cba7773 100644
--- a/profiler/msprof_analyze/compare_tools/compare_backend/generator/overall_performance_generator.py
+++ b/profiler/msprof_analyze/compare_tools/compare_backend/generator/overall_performance_generator.py
@@ -12,11 +12,10 @@
 # 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 compare_backend.comparator.overall_performance_comparator import OverallPerformanceComparator
-from compare_backend.compare_bean.profiling_info import ProfilingInfo
-from compare_backend.generator.base_generator import BaseGenerator
-from compare_backend.view.screen_view import ScreenView
-
+from msprof_analyze.compare_tools.compare_backend.comparator.overall_performance_comparator import OverallPerformanceComparator
+from msprof_analyze.compare_tools.compare_backend.compare_bean.profiling_info import ProfilingInfo
+from msprof_analyze.compare_tools.compare_backend.generator.base_generator import BaseGenerator
+from msprof_analyze.compare_tools.compare_backend.view.screen_view import ScreenView
 from msprof_analyze.prof_common.logger import get_logger
 
 logger = get_logger()
diff --git a/profiler/msprof_analyze/compare_tools/compare_backend/interface/compare_interface.py b/profiler/msprof_analyze/compare_tools/compare_backend/interface/compare_interface.py
index 58e4a0dbeb..2a459c7621 100644
--- a/profiler/msprof_analyze/compare_tools/compare_backend/interface/compare_interface.py
+++ b/profiler/msprof_analyze/compare_tools/compare_backend/interface/compare_interface.py
@@ -12,17 +12,16 @@
 # 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 compare_backend.comparator.operator_comparator import OperatorComparator
-from compare_backend.comparator.api_compare_comparator import ApiCompareComparator
-from compare_backend.comparator.kernel_compare_comparator import KernelCompareComparator
-from compare_backend.compare_bean.operator_compare_bean import OperatorCompareBean
-from compare_backend.compare_bean.api_compare_bean import ApiCompareBean
-from compare_backend.compare_bean.kernel_compare_bean import KernelCompareBean
-from compare_backend.data_prepare.operator_data_prepare import OperatorDataPrepare
-from compare_backend.data_prepare.sequence_pre_matching import SequencePreMatching
-from compare_backend.comparator.kernel_type_comparator import KernelTypeComparator
-from compare_backend.compare_bean.kernel_type_compare_bean import KernelTypeCompareBean
-
+from msprof_analyze.compare_tools.compare_backend.comparator.operator_comparator import OperatorComparator
+from msprof_analyze.compare_tools.compare_backend.comparator.api_compare_comparator import ApiCompareComparator
+from msprof_analyze.compare_tools.compare_backend.comparator.kernel_compare_comparator import KernelCompareComparator
+from msprof_analyze.compare_tools.compare_backend.compare_bean.operator_compare_bean import OperatorCompareBean
+from msprof_analyze.compare_tools.compare_backend.compare_bean.api_compare_bean import ApiCompareBean
+from msprof_analyze.compare_tools.compare_backend.compare_bean.kernel_compare_bean import KernelCompareBean
+from msprof_analyze.compare_tools.compare_backend.data_prepare.operator_data_prepare import OperatorDataPrepare
+from msprof_analyze.compare_tools.compare_backend.data_prepare.sequence_pre_matching import SequencePreMatching
+from msprof_analyze.compare_tools.compare_backend.comparator.kernel_type_comparator import KernelTypeComparator
+from msprof_analyze.compare_tools.compare_backend.compare_bean.kernel_type_compare_bean import KernelTypeCompareBean
 from msprof_analyze.prof_common.constant import Constant
 
 
diff --git a/profiler/msprof_analyze/compare_tools/compare_backend/interface/overall_interface.py b/profiler/msprof_analyze/compare_tools/compare_backend/interface/overall_interface.py
index ab1f2b23d0..e875ad9e81 100644
--- a/profiler/msprof_analyze/compare_tools/compare_backend/interface/overall_interface.py
+++ b/profiler/msprof_analyze/compare_tools/compare_backend/interface/overall_interface.py
@@ -12,8 +12,8 @@
 # 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 compare_backend.comparator.overall_performance_comparator import OverallPerformanceComparator
-from compare_backend.compare_bean.profiling_info import ProfilingInfo
+from msprof_analyze.compare_tools.compare_backend.comparator.overall_performance_comparator import OverallPerformanceComparator
+from msprof_analyze.compare_tools.compare_backend.compare_bean.profiling_info import ProfilingInfo
 from msprof_analyze.prof_common.constant import Constant
 
 
diff --git a/profiler/msprof_analyze/compare_tools/compare_backend/profiling_parser/base_profiling_parser.py b/profiler/msprof_analyze/compare_tools/compare_backend/profiling_parser/base_profiling_parser.py
index c9a31a9269..482e517e0b 100644
--- a/profiler/msprof_analyze/compare_tools/compare_backend/profiling_parser/base_profiling_parser.py
+++ b/profiler/msprof_analyze/compare_tools/compare_backend/profiling_parser/base_profiling_parser.py
@@ -17,10 +17,10 @@ from decimal import Decimal
 
 import ijson
 
-from compare_backend.compare_bean.origin_data_bean.compare_event import KernelEvent, MemoryEvent
-from compare_backend.compare_bean.origin_data_bean.kernel_details_bean import KernelDetailsBean
-from compare_backend.compare_bean.origin_data_bean.trace_event_bean import TraceEventBean
-from compare_backend.compare_bean.profiling_info import ProfilingInfo
+from msprof_analyze.compare_tools.compare_backend.compare_bean.origin_data_bean.compare_event import KernelEvent, MemoryEvent
+from msprof_analyze.compare_tools.compare_backend.compare_bean.origin_data_bean.kernel_details_bean import KernelDetailsBean
+from msprof_analyze.compare_tools.compare_backend.compare_bean.origin_data_bean.trace_event_bean import TraceEventBean
+from msprof_analyze.compare_tools.compare_backend.compare_bean.profiling_info import ProfilingInfo
 from msprof_analyze.prof_common.constant import Constant
 from msprof_analyze.prof_common.file_manager import FileManager
 from msprof_analyze.prof_common.logger import get_logger
diff --git a/profiler/msprof_analyze/compare_tools/compare_backend/profiling_parser/gpu_profiling_parser.py b/profiler/msprof_analyze/compare_tools/compare_backend/profiling_parser/gpu_profiling_parser.py
index b69950deed..f5a6e564c5 100644
--- a/profiler/msprof_analyze/compare_tools/compare_backend/profiling_parser/gpu_profiling_parser.py
+++ b/profiler/msprof_analyze/compare_tools/compare_backend/profiling_parser/gpu_profiling_parser.py
@@ -15,8 +15,8 @@
 import sys
 from collections import defaultdict, Counter
 
-from compare_backend.compare_bean.origin_data_bean.trace_event_bean import TraceEventBean
-from compare_backend.profiling_parser.base_profiling_parser import BaseProfilingParser
+from msprof_analyze.compare_tools.compare_backend.compare_bean.origin_data_bean.trace_event_bean import TraceEventBean
+from msprof_analyze.compare_tools.compare_backend.profiling_parser.base_profiling_parser import BaseProfilingParser
 from msprof_analyze.prof_common.constant import Constant
 from msprof_analyze.prof_common.logger import get_logger
 
diff --git a/profiler/msprof_analyze/compare_tools/compare_backend/profiling_parser/npu_profiling_parser.py b/profiler/msprof_analyze/compare_tools/compare_backend/profiling_parser/npu_profiling_parser.py
index 941acedf80..1d40832041 100644
--- a/profiler/msprof_analyze/compare_tools/compare_backend/profiling_parser/npu_profiling_parser.py
+++ b/profiler/msprof_analyze/compare_tools/compare_backend/profiling_parser/npu_profiling_parser.py
@@ -16,12 +16,11 @@ import os
 import sys
 from math import ceil
 
-from compare_backend.compare_bean.origin_data_bean.kernel_details_bean import KernelDetailsBean
-from compare_backend.compare_bean.origin_data_bean.memory_record_bean import MemoryRecordBean
-from compare_backend.compare_bean.origin_data_bean.operator_memory_bean import OperatorMemoryBean
-from compare_backend.compare_bean.origin_data_bean.trace_event_bean import TraceEventBean
-from compare_backend.profiling_parser.base_profiling_parser import BaseProfilingParser
-
+from msprof_analyze.compare_tools.compare_backend.compare_bean.origin_data_bean.kernel_details_bean import KernelDetailsBean
+from msprof_analyze.compare_tools.compare_backend.compare_bean.origin_data_bean.memory_record_bean import MemoryRecordBean
+from msprof_analyze.compare_tools.compare_backend.compare_bean.origin_data_bean.operator_memory_bean import OperatorMemoryBean
+from msprof_analyze.compare_tools.compare_backend.compare_bean.origin_data_bean.trace_event_bean import TraceEventBean
+from msprof_analyze.compare_tools.compare_backend.profiling_parser.base_profiling_parser import BaseProfilingParser
 from msprof_analyze.compare_tools.compare_backend.compare_bean.origin_data_bean.op_stastic_bean import OpStatisticBean
 from msprof_analyze.prof_common.constant import Constant
 from msprof_analyze.prof_common.file_manager import FileManager
diff --git a/profiler/msprof_analyze/compare_tools/compare_backend/utils/args_manager.py b/profiler/msprof_analyze/compare_tools/compare_backend/utils/args_manager.py
index 3e01918363..b682612922 100644
--- a/profiler/msprof_analyze/compare_tools/compare_backend/utils/args_manager.py
+++ b/profiler/msprof_analyze/compare_tools/compare_backend/utils/args_manager.py
@@ -15,7 +15,7 @@
 import os.path
 import re
 
-from compare_backend.utils.singleton import Singleton
+from msprof_analyze.compare_tools.compare_backend.utils.singleton import Singleton
 from msprof_analyze.prof_common.constant import Constant
 from msprof_analyze.prof_common.file_manager import FileManager
 from msprof_analyze.prof_common.logger import get_logger
diff --git a/profiler/msprof_analyze/compare_tools/compare_backend/utils/module_node.py b/profiler/msprof_analyze/compare_tools/compare_backend/utils/module_node.py
index 12e2f7a30d..98fa2ca129 100644
--- a/profiler/msprof_analyze/compare_tools/compare_backend/utils/module_node.py
+++ b/profiler/msprof_analyze/compare_tools/compare_backend/utils/module_node.py
@@ -15,8 +15,8 @@
 import re
 from math import ceil
 
-from compare_backend.compare_bean.origin_data_bean.trace_event_bean import TraceEventBean
-from compare_backend.utils.torch_op_node import TorchOpNode
+from msprof_analyze.compare_tools.compare_backend.compare_bean.origin_data_bean.trace_event_bean import TraceEventBean
+from msprof_analyze.compare_tools.compare_backend.utils.torch_op_node import TorchOpNode
 
 
 class ModuleNode:
diff --git a/profiler/msprof_analyze/compare_tools/compare_backend/utils/name_function.py b/profiler/msprof_analyze/compare_tools/compare_backend/utils/name_function.py
index 8068f52f42..f1e2e90d22 100644
--- a/profiler/msprof_analyze/compare_tools/compare_backend/utils/name_function.py
+++ b/profiler/msprof_analyze/compare_tools/compare_backend/utils/name_function.py
@@ -12,8 +12,8 @@
 # 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 compare_backend.utils.module_node import ModuleNode
-from compare_backend.utils.torch_op_node import TorchOpNode
+from msprof_analyze.compare_tools.compare_backend.utils.module_node import ModuleNode
+from msprof_analyze.compare_tools.compare_backend.utils.torch_op_node import TorchOpNode
 
 
 class NameFunction:
diff --git a/profiler/msprof_analyze/compare_tools/compare_backend/utils/torch_op_node.py b/profiler/msprof_analyze/compare_tools/compare_backend/utils/torch_op_node.py
index 9692241a96..2b72ad3d99 100644
--- a/profiler/msprof_analyze/compare_tools/compare_backend/utils/torch_op_node.py
+++ b/profiler/msprof_analyze/compare_tools/compare_backend/utils/torch_op_node.py
@@ -12,9 +12,8 @@
 # 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 compare_backend.compare_bean.origin_data_bean.compare_event import MemoryEvent
-from compare_backend.compare_bean.origin_data_bean.trace_event_bean import TraceEventBean
-
+from msprof_analyze.compare_tools.compare_backend.compare_bean.origin_data_bean.compare_event import MemoryEvent
+from msprof_analyze.compare_tools.compare_backend.compare_bean.origin_data_bean.trace_event_bean import TraceEventBean
 from msprof_analyze.prof_common.constant import Constant
 
 
diff --git a/profiler/msprof_analyze/compare_tools/compare_backend/utils/tree_builder.py b/profiler/msprof_analyze/compare_tools/compare_backend/utils/tree_builder.py
index 5a3e10aa42..6872bed55f 100644
--- a/profiler/msprof_analyze/compare_tools/compare_backend/utils/tree_builder.py
+++ b/profiler/msprof_analyze/compare_tools/compare_backend/utils/tree_builder.py
@@ -15,9 +15,9 @@
 
 from queue import Queue
 
-from compare_backend.compare_bean.origin_data_bean.trace_event_bean import TraceEventBean
-from compare_backend.utils.module_node import ModuleNode
-from compare_backend.utils.torch_op_node import TorchOpNode
+from msprof_analyze.compare_tools.compare_backend.compare_bean.origin_data_bean.trace_event_bean import TraceEventBean
+from msprof_analyze.compare_tools.compare_backend.utils.module_node import ModuleNode
+from msprof_analyze.compare_tools.compare_backend.utils.torch_op_node import TorchOpNode
 
 
 class TreeBuilder:
diff --git a/profiler/msprof_analyze/compare_tools/compare_backend/view/excel_view.py b/profiler/msprof_analyze/compare_tools/compare_backend/view/excel_view.py
index 7cf3a8554c..6a094fdf3d 100644
--- a/profiler/msprof_analyze/compare_tools/compare_backend/view/excel_view.py
+++ b/profiler/msprof_analyze/compare_tools/compare_backend/view/excel_view.py
@@ -16,8 +16,8 @@ import os
 
 from xlsxwriter import Workbook
 
-from compare_backend.view.base_view import BaseView
-from compare_backend.view.work_sheet_creator import WorkSheetCreator
+from msprof_analyze.compare_tools.compare_backend.view.base_view import BaseView
+from msprof_analyze.compare_tools.compare_backend.view.work_sheet_creator import WorkSheetCreator
 from msprof_analyze.prof_common.constant import Constant
 
 
diff --git a/profiler/msprof_analyze/compare_tools/compare_backend/view/screen_view.py b/profiler/msprof_analyze/compare_tools/compare_backend/view/screen_view.py
index fb615979d2..5797d0bf8c 100644
--- a/profiler/msprof_analyze/compare_tools/compare_backend/view/screen_view.py
+++ b/profiler/msprof_analyze/compare_tools/compare_backend/view/screen_view.py
@@ -14,7 +14,7 @@
 # limitations under the License.
 from prettytable import PrettyTable
 
-from compare_backend.view.base_view import BaseView
+from msprof_analyze.compare_tools.compare_backend.view.base_view import BaseView
 
 
 class ScreenView(BaseView):
diff --git a/profiler/msprof_analyze/compare_tools/compare_backend/view/work_sheet_creator.py b/profiler/msprof_analyze/compare_tools/compare_backend/view/work_sheet_creator.py
index 250a41cff3..b73f6df97e 100644
--- a/profiler/msprof_analyze/compare_tools/compare_backend/view/work_sheet_creator.py
+++ b/profiler/msprof_analyze/compare_tools/compare_backend/view/work_sheet_creator.py
@@ -14,7 +14,7 @@
 # limitations under the License.
 from xlsxwriter import Workbook
 
-from compare_backend.utils.excel_config import ExcelConfig, CellFormatType
+from msprof_analyze.compare_tools.compare_backend.utils.excel_config import ExcelConfig, CellFormatType
 
 
 class WorkSheetCreator:
diff --git a/profiler/msprof_analyze/compare_tools/compare_interface/comparison_interface.py b/profiler/msprof_analyze/compare_tools/compare_interface/comparison_interface.py
index bb3a18eb4b..70da42d20e 100644
--- a/profiler/msprof_analyze/compare_tools/compare_interface/comparison_interface.py
+++ b/profiler/msprof_analyze/compare_tools/compare_interface/comparison_interface.py
@@ -12,16 +12,9 @@
 # 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 sys
-import os
-
-sys.path.append(
-    os.path.join(os.path.dirname(os.path.dirname(os.path.dirname(os.path.abspath(__file__)))), "cluster_analyse"))
-sys.path.append(os.path.dirname(os.path.dirname(os.path.abspath(__file__))))
-
-from compare_backend.comparison_generator import ComparisonGenerator
-from compare_backend.disaggregate.overall_perf_interface import OverallPerfInterface
-from compare_backend.utils.compare_args import Args
+from msprof_analyze.compare_tools.compare_backend.comparison_generator import ComparisonGenerator
+from msprof_analyze.compare_tools.compare_backend.disaggregate.overall_perf_interface import OverallPerfInterface
+from msprof_analyze.compare_tools.compare_backend.utils.compare_args import Args
 from msprof_analyze.prof_common.constant import Constant
 from msprof_analyze.prof_common.analyze_dict import AnalyzeDict
 from msprof_analyze.prof_common.logger import get_logger
diff --git a/profiler/msprof_analyze/prof_common/__init__.py b/profiler/msprof_analyze/prof_common/__init__.py
index 8b7e7544bb..de0604079e 100644
--- a/profiler/msprof_analyze/prof_common/__init__.py
+++ b/profiler/msprof_analyze/prof_common/__init__.py
@@ -11,7 +11,4 @@
 # 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 os
-import sys
-sys.path.append(os.path.dirname(os.path.dirname(os.path.dirname(os.path.abspath(__file__)))))
\ No newline at end of file
+# limitations under the License.
\ No newline at end of file
diff --git a/profiler/msprof_analyze/prof_common/utils.py b/profiler/msprof_analyze/prof_common/utils.py
index f6a9f8618c..9cfb438770 100644
--- a/profiler/msprof_analyze/prof_common/utils.py
+++ b/profiler/msprof_analyze/prof_common/utils.py
@@ -18,8 +18,8 @@ from email.utils import parseaddr
 from typing import Dict, List
 from urllib.parse import urlparse
 
-from .logger import get_logger
-from .path_manager import PathManager
+from msprof_analyze.prof_common.logger import get_logger
+from msprof_analyze.prof_common.path_manager import PathManager
 
 logger = get_logger()
 
diff --git a/profiler/msprof_analyze/test/st/advisor/test_advisor_cmd_single_ascend_pt_compare.py b/profiler/msprof_analyze/test/st/advisor/test_advisor_cmd_single_ascend_pt_compare.py
index 3ec56be2f1..b6c10e97cb 100644
--- a/profiler/msprof_analyze/test/st/advisor/test_advisor_cmd_single_ascend_pt_compare.py
+++ b/profiler/msprof_analyze/test/st/advisor/test_advisor_cmd_single_ascend_pt_compare.py
@@ -8,7 +8,7 @@ import pandas as pd
 from bs4 import BeautifulSoup
 
 from msprof_analyze.prof_common.path_manager import PathManager
-from .utils import get_files, execute_cmd
+from msprof_analyze.prof_common.utils import get_files, execute_cmd
 
 
 class TestAdvisorCmdSingleAscendPtNoCompare(TestCase):
diff --git a/profiler/msprof_analyze/test/st/cluster_analyse/test_cluster_analyse_pytorch_db.py b/profiler/msprof_analyze/test/st/cluster_analyse/test_cluster_analyse_pytorch_db.py
index ba9cd68062..2469e1bd27 100644
--- a/profiler/msprof_analyze/test/st/cluster_analyse/test_cluster_analyse_pytorch_db.py
+++ b/profiler/msprof_analyze/test/st/cluster_analyse/test_cluster_analyse_pytorch_db.py
@@ -22,10 +22,10 @@ import pandas as pd
 from msprof_analyze.test.st.utils import execute_cmd, select_count, select_by_query
 from msprof_analyze.prof_common.file_manager import FileManager
 from msprof_analyze.prof_common.path_manager import PathManager
-from .cluster_communication_analyzer_bandwidth_db import ClusterCommunicationAnalyzerBandwidthDb
-from .cluster_communication_analyzer_matrix_db import ClusterCommunicationAnalyzerMatrixDb
-from .cluster_communication_analyzer_time_db import ClusterCommunicationAnalyzerTime
-from .cluster_step_trace_time_db import ClusterStepTraceTimeDb
+from msprof_analyze.test.st.cluster_analyse.cluster_communication_analyzer_bandwidth_db import ClusterCommunicationAnalyzerBandwidthDb
+from msprof_analyze.test.st.cluster_analyse.cluster_communication_analyzer_matrix_db import ClusterCommunicationAnalyzerMatrixDb
+from msprof_analyze.test.st.cluster_analyse.cluster_communication_analyzer_time_db import ClusterCommunicationAnalyzerTime
+from msprof_analyze.test.st.cluster_analyse.cluster_step_trace_time_db import ClusterStepTraceTimeDb
 
 
 class TestClusterAnalysePytorchDb(TestCase):
diff --git a/profiler/msprof_analyze/test/ut/advisor/advisor_backend/cluster_advice/test_cluster_advice_base.py b/profiler/msprof_analyze/test/ut/advisor/advisor_backend/cluster_advice/test_cluster_advice_base.py
index 6235c06efb..068e08f163 100644
--- a/profiler/msprof_analyze/test/ut/advisor/advisor_backend/cluster_advice/test_cluster_advice_base.py
+++ b/profiler/msprof_analyze/test/ut/advisor/advisor_backend/cluster_advice/test_cluster_advice_base.py
@@ -4,7 +4,7 @@ import unittest
 from unittest import mock
 from unittest.mock import MagicMock
 
-from advisor_backend.cluster_advice.cluster_advice_base import ClusterAdviceBase
+from msprof_analyze.advisor.advisor_backend.cluster_advice.cluster_advice_base import ClusterAdviceBase
 
 
 class MockChildClusterAdvice(ClusterAdviceBase):
diff --git a/profiler/msprof_analyze/test/ut/advisor/advisor_backend/cluster_advice/test_cluster_pipeline_advice.py b/profiler/msprof_analyze/test/ut/advisor/advisor_backend/cluster_advice/test_cluster_pipeline_advice.py
index 9cb7a278fd..1c613935c2 100644
--- a/profiler/msprof_analyze/test/ut/advisor/advisor_backend/cluster_advice/test_cluster_pipeline_advice.py
+++ b/profiler/msprof_analyze/test/ut/advisor/advisor_backend/cluster_advice/test_cluster_pipeline_advice.py
@@ -3,10 +3,10 @@ from unittest import mock
 from collections import deque
 from collections import defaultdict
 
-from advisor_backend.cluster_advice.cluster_pipeline_advice import ClusterPipelineAdvice
-from advisor_backend.cluster_advice.cluster_pipeline_advice import FineTraceViewData
-from advisor_backend.cluster_advice.cluster_pipeline_advice import PipelineTimeSlice
-from advisor_backend.cluster_advice.cluster_pipeline_advice import PipelineTraceViewer
+from msprof_analyze.advisor.advisor_backend.cluster_advice.cluster_pipeline_advice import ClusterPipelineAdvice
+from msprof_analyze.advisor.advisor_backend.cluster_advice.cluster_pipeline_advice import FineTraceViewData
+from msprof_analyze.advisor.advisor_backend.cluster_advice.cluster_pipeline_advice import PipelineTimeSlice
+from msprof_analyze.advisor.advisor_backend.cluster_advice.cluster_pipeline_advice import PipelineTraceViewer
 
 
 class TestClusterPipelineAdvice(unittest.TestCase):
diff --git a/profiler/msprof_analyze/test/ut/advisor/advisor_backend/cluster_advice/test_kernel_cluster_advice.py b/profiler/msprof_analyze/test/ut/advisor/advisor_backend/cluster_advice/test_kernel_cluster_advice.py
index 62dd532b22..c372924a4f 100644
--- a/profiler/msprof_analyze/test/ut/advisor/advisor_backend/cluster_advice/test_kernel_cluster_advice.py
+++ b/profiler/msprof_analyze/test/ut/advisor/advisor_backend/cluster_advice/test_kernel_cluster_advice.py
@@ -6,7 +6,7 @@ from unittest import mock
 from unittest.mock import MagicMock
 
 from msprof_analyze.prof_common.constant import Constant
-from advisor_backend.cluster_advice.kernel_cluster_advice import KernelClusterAdvice
+from msprof_analyze.advisor.advisor_backend.cluster_advice.kernel_cluster_advice import KernelClusterAdvice
 
 
 class TestClusterAdviceBase(unittest.TestCase):
diff --git a/profiler/msprof_analyze/test/ut/advisor/advisor_backend/cluster_advice/test_slow_link_advice.py b/profiler/msprof_analyze/test/ut/advisor/advisor_backend/cluster_advice/test_slow_link_advice.py
index bf283cda5c..3749e4e00b 100644
--- a/profiler/msprof_analyze/test/ut/advisor/advisor_backend/cluster_advice/test_slow_link_advice.py
+++ b/profiler/msprof_analyze/test/ut/advisor/advisor_backend/cluster_advice/test_slow_link_advice.py
@@ -1,6 +1,6 @@
 import unittest
 
-from advisor_backend.cluster_advice.slow_link_advice import SlowLinkAdvice
+from msprof_analyze.advisor.advisor_backend.cluster_advice.slow_link_advice import SlowLinkAdvice
 
 
 class TestSlowLinkAdvice(unittest.TestCase):
diff --git a/profiler/msprof_analyze/test/ut/advisor/advisor_backend/cluster_advice/test_slow_rank_advice.py b/profiler/msprof_analyze/test/ut/advisor/advisor_backend/cluster_advice/test_slow_rank_advice.py
index 6a45553e1e..b4462aa4d4 100644
--- a/profiler/msprof_analyze/test/ut/advisor/advisor_backend/cluster_advice/test_slow_rank_advice.py
+++ b/profiler/msprof_analyze/test/ut/advisor/advisor_backend/cluster_advice/test_slow_rank_advice.py
@@ -1,6 +1,6 @@
 import unittest
 
-from advisor_backend.cluster_advice.slow_rank_advice import SlowRankAdvice
+from msprof_analyze.advisor.advisor_backend.cluster_advice.slow_rank_advice import SlowRankAdvice
 
 
 class TestSlowRankAdvice(unittest.TestCase):
diff --git a/profiler/msprof_analyze/test/ut/advisor/advisor_backend/compute_advice/test_npu_slow_advice.py b/profiler/msprof_analyze/test/ut/advisor/advisor_backend/compute_advice/test_npu_slow_advice.py
index 72e5dc1eeb..bf9ead4ca4 100644
--- a/profiler/msprof_analyze/test/ut/advisor/advisor_backend/compute_advice/test_npu_slow_advice.py
+++ b/profiler/msprof_analyze/test/ut/advisor/advisor_backend/compute_advice/test_npu_slow_advice.py
@@ -5,8 +5,8 @@ import stat
 import csv
 import unittest
 
-from advisor_backend.interface import Interface
-from advisor_backend.compute_advice.npu_slow_advice import NpuSlowAdvice
+from msprof_analyze.advisor.advisor_backend.interface import Interface
+from msprof_analyze.advisor.advisor_backend.compute_advice.npu_slow_advice import NpuSlowAdvice
 
 
 class TestNpuSlowAdvice(unittest.TestCase):
diff --git a/profiler/msprof_analyze/test/ut/advisor/advisor_backend/compute_advice/test_npufused_advice.py b/profiler/msprof_analyze/test/ut/advisor/advisor_backend/compute_advice/test_npufused_advice.py
index bb7e34e1b3..755f0bf2a5 100644
--- a/profiler/msprof_analyze/test/ut/advisor/advisor_backend/compute_advice/test_npufused_advice.py
+++ b/profiler/msprof_analyze/test/ut/advisor/advisor_backend/compute_advice/test_npufused_advice.py
@@ -4,9 +4,8 @@ import shutil
 import stat
 import csv
 import unittest
-import pytest
 
-from advisor_backend.interface import Interface
+from msprof_analyze.advisor.advisor_backend.interface import Interface
 
 
 class TestComputeAdvice(unittest.TestCase):
diff --git a/profiler/msprof_analyze/test/ut/advisor/advisor_backend/prof_bean_advisor/test_cluster_step_trace_time_bean.py b/profiler/msprof_analyze/test/ut/advisor/advisor_backend/prof_bean_advisor/test_cluster_step_trace_time_bean.py
index 144561c417..17c9c29a04 100644
--- a/profiler/msprof_analyze/test/ut/advisor/advisor_backend/prof_bean_advisor/test_cluster_step_trace_time_bean.py
+++ b/profiler/msprof_analyze/test/ut/advisor/advisor_backend/prof_bean_advisor/test_cluster_step_trace_time_bean.py
@@ -1,11 +1,6 @@
-import os
-import stat
-import shutil
 import unittest
-from unittest import mock
-from unittest.mock import MagicMock
 
-from advisor_backend.prof_bean_advisor.cluster_step_trace_time_bean import ClusterStepTraceTimeBean
+from msprof_analyze.advisor.advisor_backend.prof_bean_advisor.cluster_step_trace_time_bean import ClusterStepTraceTimeBean
 
 
 class TestClusterStepTraceTimeBean(unittest.TestCase):
diff --git a/profiler/msprof_analyze/test/ut/advisor/advisor_backend/timeline_advice/test_opsche_advice.py b/profiler/msprof_analyze/test/ut/advisor/advisor_backend/timeline_advice/test_opsche_advice.py
index 00024746cc..d6f17a167b 100644
--- a/profiler/msprof_analyze/test/ut/advisor/advisor_backend/timeline_advice/test_opsche_advice.py
+++ b/profiler/msprof_analyze/test/ut/advisor/advisor_backend/timeline_advice/test_opsche_advice.py
@@ -1,11 +1,7 @@
 import os
-import shutil
-import stat
-import json
 import unittest
-import pytest
 
-from advisor_backend.interface import Interface
+from msprof_analyze.advisor.advisor_backend.interface import Interface
 
 
 class TestOpScheAdvice(unittest.TestCase):
diff --git a/profiler/msprof_analyze/test/ut/advisor/advisor_backend/timeline_advice/test_optimizer_advice.py b/profiler/msprof_analyze/test/ut/advisor/advisor_backend/timeline_advice/test_optimizer_advice.py
index de9fbcb5ca..b47aeaf5dd 100644
--- a/profiler/msprof_analyze/test/ut/advisor/advisor_backend/timeline_advice/test_optimizer_advice.py
+++ b/profiler/msprof_analyze/test/ut/advisor/advisor_backend/timeline_advice/test_optimizer_advice.py
@@ -3,9 +3,8 @@ import shutil
 import stat
 import json
 import unittest
-import pytest
 
-from advisor_backend.interface import Interface
+from msprof_analyze.advisor.advisor_backend.interface import Interface
 
 
 class TestOptimizerAdvice(unittest.TestCase):
diff --git a/profiler/msprof_analyze/test/ut/advisor/common/test_enum_params_parser.py b/profiler/msprof_analyze/test/ut/advisor/common/test_enum_params_parser.py
index 8f50972e46..2d6dbf0eeb 100644
--- a/profiler/msprof_analyze/test/ut/advisor/common/test_enum_params_parser.py
+++ b/profiler/msprof_analyze/test/ut/advisor/common/test_enum_params_parser.py
@@ -1,10 +1,4 @@
 import unittest
-import sys
-import os
-
-profiler_root_dir = os.path.dirname(os.path.dirname(os.path.dirname(os.path.dirname(os.path.dirname(__file__)))))
-sys.path.append(os.path.join(profiler_root_dir, "compare_tools"))
-sys.path.append(os.path.join(profiler_root_dir, "cluster_analyse"))
 
 from msprof_analyze.advisor.common.enum_params_parser import EnumParamsParser
 from msprof_analyze.test.ut.advisor.advisor_backend.tools.tool import recover_env
diff --git a/profiler/msprof_analyze/test/ut/advisor/communication_advice/test_bandwidth_contention_advice.py b/profiler/msprof_analyze/test/ut/advisor/communication_advice/test_bandwidth_contention_advice.py
index 3e6bc74658..07d87b381d 100644
--- a/profiler/msprof_analyze/test/ut/advisor/communication_advice/test_bandwidth_contention_advice.py
+++ b/profiler/msprof_analyze/test/ut/advisor/communication_advice/test_bandwidth_contention_advice.py
@@ -4,6 +4,7 @@ import stat
 import json
 import csv
 import unittest
+
 from msprof_analyze.advisor.interface.interface import Interface
 from msprof_analyze.advisor.common.analyzer_scopes import SupportedScopes
 
diff --git a/profiler/msprof_analyze/test/ut/advisor/communication_advice/test_byte_alignment_analyzer.py b/profiler/msprof_analyze/test/ut/advisor/communication_advice/test_byte_alignment_analyzer.py
index 8f8a084a85..3b9e55c81f 100644
--- a/profiler/msprof_analyze/test/ut/advisor/communication_advice/test_byte_alignment_analyzer.py
+++ b/profiler/msprof_analyze/test/ut/advisor/communication_advice/test_byte_alignment_analyzer.py
@@ -3,6 +3,7 @@ import shutil
 import stat
 import json
 import unittest
+
 from msprof_analyze.advisor.interface.interface import Interface
 from msprof_analyze.advisor.common.analyzer_scopes import SupportedScopes
 
diff --git a/profiler/msprof_analyze/test/ut/advisor/communication_advice/test_packet_advice.py b/profiler/msprof_analyze/test/ut/advisor/communication_advice/test_packet_advice.py
index ef26392d8a..d517024c48 100644
--- a/profiler/msprof_analyze/test/ut/advisor/communication_advice/test_packet_advice.py
+++ b/profiler/msprof_analyze/test/ut/advisor/communication_advice/test_packet_advice.py
@@ -2,8 +2,8 @@ import os
 import shutil
 import stat
 import json
-
 import unittest
+
 from msprof_analyze.advisor.interface.interface import Interface
 from msprof_analyze.advisor.common.analyzer_scopes import SupportedScopes
 
diff --git a/profiler/msprof_analyze/test/ut/advisor/communication_advice/test_rdma_retransmission_advice.py b/profiler/msprof_analyze/test/ut/advisor/communication_advice/test_rdma_retransmission_advice.py
index a0aa23f92d..93dafbc052 100644
--- a/profiler/msprof_analyze/test/ut/advisor/communication_advice/test_rdma_retransmission_advice.py
+++ b/profiler/msprof_analyze/test/ut/advisor/communication_advice/test_rdma_retransmission_advice.py
@@ -2,8 +2,8 @@ import os
 import shutil
 import stat
 import json
-
 import unittest
+
 from msprof_analyze.advisor.interface.interface import Interface
 from msprof_analyze.advisor.common.analyzer_scopes import SupportedScopes
 
diff --git a/profiler/msprof_analyze/test/ut/advisor/compute_advice/test_frequency_advice.py b/profiler/msprof_analyze/test/ut/advisor/compute_advice/test_frequency_advice.py
index 9eb606e3d8..d7527cfb88 100644
--- a/profiler/msprof_analyze/test/ut/advisor/compute_advice/test_frequency_advice.py
+++ b/profiler/msprof_analyze/test/ut/advisor/compute_advice/test_frequency_advice.py
@@ -2,8 +2,8 @@ import os
 import shutil
 import stat
 import json
-
 import unittest
+
 from msprof_analyze.advisor.interface.interface import Interface
 from msprof_analyze.advisor.common.analyzer_scopes import SupportedScopes
 from msprof_analyze.advisor.dataset.timeline_event_dataset import ComputationAnalysisDataset
diff --git a/profiler/msprof_analyze/test/ut/advisor/timeline_advice/test_conjectured_gc_advice.py b/profiler/msprof_analyze/test/ut/advisor/timeline_advice/test_conjectured_gc_advice.py
index 07dc8a36b5..5dae952753 100644
--- a/profiler/msprof_analyze/test/ut/advisor/timeline_advice/test_conjectured_gc_advice.py
+++ b/profiler/msprof_analyze/test/ut/advisor/timeline_advice/test_conjectured_gc_advice.py
@@ -4,6 +4,7 @@ import stat
 import json
 import multiprocessing
 import unittest
+
 from msprof_analyze.advisor.interface.interface import Interface
 from msprof_analyze.advisor.common.analyzer_scopes import SupportedScopes
 
diff --git a/profiler/msprof_analyze/test/ut/advisor/timeline_advice/test_dataloader_checker.py b/profiler/msprof_analyze/test/ut/advisor/timeline_advice/test_dataloader_checker.py
index 6737197d26..ac11201039 100644
--- a/profiler/msprof_analyze/test/ut/advisor/timeline_advice/test_dataloader_checker.py
+++ b/profiler/msprof_analyze/test/ut/advisor/timeline_advice/test_dataloader_checker.py
@@ -1,6 +1,5 @@
 import unittest
 import os
-import sys
 import yaml
 
 from msprof_analyze.advisor.analyzer.dataloader.dataloader_checker import DataloaderChecker
diff --git a/profiler/msprof_analyze/test/ut/advisor/timeline_advice/test_gc_checker.py b/profiler/msprof_analyze/test/ut/advisor/timeline_advice/test_gc_checker.py
index 77f0814df3..35ad00c3c4 100644
--- a/profiler/msprof_analyze/test/ut/advisor/timeline_advice/test_gc_checker.py
+++ b/profiler/msprof_analyze/test/ut/advisor/timeline_advice/test_gc_checker.py
@@ -4,6 +4,7 @@ import stat
 import json
 import multiprocessing
 import unittest
+
 from msprof_analyze.advisor.interface.interface import Interface
 from msprof_analyze.advisor.common.analyzer_scopes import SupportedScopes
 
diff --git a/profiler/msprof_analyze/test/ut/advisor/timeline_advice/test_memory_op_checker.py b/profiler/msprof_analyze/test/ut/advisor/timeline_advice/test_memory_op_checker.py
index 8c14417771..04440ec43f 100644
--- a/profiler/msprof_analyze/test/ut/advisor/timeline_advice/test_memory_op_checker.py
+++ b/profiler/msprof_analyze/test/ut/advisor/timeline_advice/test_memory_op_checker.py
@@ -1,6 +1,5 @@
 import unittest
 import os
-import sys
 import yaml
 
 from msprof_analyze.advisor.analyzer.memory.memory_checker import MemoryOpsChecker
diff --git a/profiler/msprof_analyze/test/ut/advisor/timeline_advice/test_syncbn_checker.py b/profiler/msprof_analyze/test/ut/advisor/timeline_advice/test_syncbn_checker.py
index aae3dfe1bb..28e9e5710e 100644
--- a/profiler/msprof_analyze/test/ut/advisor/timeline_advice/test_syncbn_checker.py
+++ b/profiler/msprof_analyze/test/ut/advisor/timeline_advice/test_syncbn_checker.py
@@ -1,6 +1,5 @@
 import unittest
 import os
-import sys
 import yaml
 
 from msprof_analyze.advisor.analyzer.schedule.syncbn.syncbn_checker import SyncBNChecker
diff --git a/profiler/msprof_analyze/test/ut/advisor/timeline_advice/test_synchronize_stream.py b/profiler/msprof_analyze/test/ut/advisor/timeline_advice/test_synchronize_stream.py
index 6363fffb18..4e0bd7705b 100644
--- a/profiler/msprof_analyze/test/ut/advisor/timeline_advice/test_synchronize_stream.py
+++ b/profiler/msprof_analyze/test/ut/advisor/timeline_advice/test_synchronize_stream.py
@@ -1,6 +1,5 @@
 import unittest
 import os
-import sys
 import yaml
 
 from msprof_analyze.advisor.analyzer.schedule.synchronize_stream.synchronize_stream_checker import SynchronizeStreamChecker
diff --git a/profiler/msprof_analyze/test/ut/advisor/timeline_advice/test_timeline_op_collector.py b/profiler/msprof_analyze/test/ut/advisor/timeline_advice/test_timeline_op_collector.py
index 00bda93ad5..183f79cd15 100644
--- a/profiler/msprof_analyze/test/ut/advisor/timeline_advice/test_timeline_op_collector.py
+++ b/profiler/msprof_analyze/test/ut/advisor/timeline_advice/test_timeline_op_collector.py
@@ -1,7 +1,4 @@
 import unittest
-import os
-import sys
-import yaml
 
 from msprof_analyze.advisor.dataset.timeline_op_collector.timeline_op_collector import (
     OpCompileCollector,
diff --git a/profiler/msprof_analyze/test/ut/cluster_analyse/cluster_data_preprocess/test_pytorch_data_preprocessor.py b/profiler/msprof_analyze/test/ut/cluster_analyse/cluster_data_preprocess/test_pytorch_data_preprocessor.py
index 6686c4a3ea..280b89a466 100644
--- a/profiler/msprof_analyze/test/ut/cluster_analyse/cluster_data_preprocess/test_pytorch_data_preprocessor.py
+++ b/profiler/msprof_analyze/test/ut/cluster_analyse/cluster_data_preprocess/test_pytorch_data_preprocessor.py
@@ -19,7 +19,7 @@ import shutil
 import unittest
 from unittest import mock
 
-from cluster_data_preprocess.pytorch_data_preprocessor import PytorchDataPreprocessor
+from msprof_analyze.cluster_analyse.cluster_data_preprocess.pytorch_data_preprocessor import PytorchDataPreprocessor
 
 
 class TestPytorchDataPreprocessor(unittest.TestCase):
diff --git a/profiler/msprof_analyze/test/ut/cluster_analyse/cluster_data_preprocess/test_step_trace_time_analysis.py b/profiler/msprof_analyze/test/ut/cluster_analyse/cluster_data_preprocess/test_step_trace_time_analysis.py
index 9913faee51..b0142a67e7 100644
--- a/profiler/msprof_analyze/test/ut/cluster_analyse/cluster_data_preprocess/test_step_trace_time_analysis.py
+++ b/profiler/msprof_analyze/test/ut/cluster_analyse/cluster_data_preprocess/test_step_trace_time_analysis.py
@@ -13,13 +13,10 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-
-import os
 import unittest
-from unittest import mock
 
-from analysis.step_trace_time_analysis import StepTraceTimeAnalysis
-from prof_bean.step_trace_time_bean import StepTraceTimeBean
+from msprof_analyze.cluster_analyse.analysis.step_trace_time_analysis import StepTraceTimeAnalysis
+from msprof_analyze.cluster_analyse.prof_bean.step_trace_time_bean import StepTraceTimeBean
 from msprof_analyze.prof_common.constant import Constant
 
 
diff --git a/profiler/msprof_analyze/test/ut/cluster_analyse/cluster_utils/test_parallel_strategy_calculator.py b/profiler/msprof_analyze/test/ut/cluster_analyse/cluster_utils/test_parallel_strategy_calculator.py
index 2eb8b300ab..12cad26214 100644
--- a/profiler/msprof_analyze/test/ut/cluster_analyse/cluster_utils/test_parallel_strategy_calculator.py
+++ b/profiler/msprof_analyze/test/ut/cluster_analyse/cluster_utils/test_parallel_strategy_calculator.py
@@ -1,6 +1,6 @@
 import unittest
 
-from cluster_utils.parallel_strategy_calculator import ParallelStrategyCalculator
+from msprof_analyze.cluster_analyse.cluster_utils.parallel_strategy_calculator import ParallelStrategyCalculator
 
 
 class TestParallelStrategyCalculator(unittest.TestCase):
diff --git a/profiler/msprof_analyze/test/ut/cluster_analyse/common_func/test_file_manager.py b/profiler/msprof_analyze/test/ut/cluster_analyse/common_func/test_file_manager.py
index 9dec7532fa..4b68eaf9b0 100644
--- a/profiler/msprof_analyze/test/ut/cluster_analyse/common_func/test_file_manager.py
+++ b/profiler/msprof_analyze/test/ut/cluster_analyse/common_func/test_file_manager.py
@@ -6,7 +6,7 @@ import unittest
 import pytest
 
 from msprof_analyze.prof_common.file_manager import FileManager
-from prof_bean.step_trace_time_bean import StepTraceTimeBean
+from msprof_analyze.cluster_analyse.prof_bean.step_trace_time_bean import StepTraceTimeBean
 
 
 class TestFileManager(unittest.TestCase):
diff --git a/profiler/msprof_analyze/test/ut/cluster_analyse/communication_group/test_communication_group_generator.py b/profiler/msprof_analyze/test/ut/cluster_analyse/communication_group/test_communication_group_generator.py
index a698a6a584..3ef480a58b 100644
--- a/profiler/msprof_analyze/test/ut/cluster_analyse/communication_group/test_communication_group_generator.py
+++ b/profiler/msprof_analyze/test/ut/cluster_analyse/communication_group/test_communication_group_generator.py
@@ -13,12 +13,10 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-
-import os
 import unittest
 from unittest import mock
 
-from communication_group.communication_group_generator import CommunicationGroupGenerator
+from msprof_analyze.cluster_analyse.communication_group.communication_group_generator import CommunicationGroupGenerator
 from msprof_analyze.prof_common.constant import Constant
 
 
diff --git a/profiler/msprof_analyze/test/ut/cluster_analyse/prof_bean/test_step_trace_time_bean.py b/profiler/msprof_analyze/test/ut/cluster_analyse/prof_bean/test_step_trace_time_bean.py
index e369df4842..275b4d00eb 100644
--- a/profiler/msprof_analyze/test/ut/cluster_analyse/prof_bean/test_step_trace_time_bean.py
+++ b/profiler/msprof_analyze/test/ut/cluster_analyse/prof_bean/test_step_trace_time_bean.py
@@ -1,6 +1,6 @@
 import unittest
 
-from prof_bean.step_trace_time_bean import StepTraceTimeBean
+from msprof_analyze.cluster_analyse.prof_bean.step_trace_time_bean import StepTraceTimeBean
 
 
 class TestStepTraceTimeBean(unittest.TestCase):
diff --git a/profiler/msprof_analyze/test/ut/cluster_analyse/recipes/test_compute_op_sum.py b/profiler/msprof_analyze/test/ut/cluster_analyse/recipes/test_compute_op_sum.py
index 2fffa30444..314a213bce 100644
--- a/profiler/msprof_analyze/test/ut/cluster_analyse/recipes/test_compute_op_sum.py
+++ b/profiler/msprof_analyze/test/ut/cluster_analyse/recipes/test_compute_op_sum.py
@@ -15,7 +15,8 @@
 
 import unittest
 import pandas as pd
-from recipes.compute_op_sum.compute_op_sum import ComputeOpSum
+
+from msprof_analyze.cluster_analyse.recipes.compute_op_sum.compute_op_sum import ComputeOpSum
 from msprof_analyze.prof_common.constant import Constant
 
 
diff --git a/profiler/msprof_analyze/test/ut/compare_tools/comparator/test_communication_comparator.py b/profiler/msprof_analyze/test/ut/compare_tools/comparator/test_communication_comparator.py
index 3cd1884c22..f44b7b3ddf 100644
--- a/profiler/msprof_analyze/test/ut/compare_tools/comparator/test_communication_comparator.py
+++ b/profiler/msprof_analyze/test/ut/compare_tools/comparator/test_communication_comparator.py
@@ -1,7 +1,7 @@
 import unittest
 
-from compare_backend.comparator.communication_comparator import CommunicationComparator
-from compare_backend.compare_bean.communication_bean import CommunicationBean
+from msprof_analyze.compare_tools.compare_backend.comparator.communication_comparator import CommunicationComparator
+from msprof_analyze.compare_tools.compare_backend.compare_bean.communication_bean import CommunicationBean
 
 
 class TestCommunicationComparator(unittest.TestCase):
diff --git a/profiler/msprof_analyze/test/ut/compare_tools/comparator/test_operator_comparator.py b/profiler/msprof_analyze/test/ut/compare_tools/comparator/test_operator_comparator.py
index cb51b5756c..cff56a146c 100644
--- a/profiler/msprof_analyze/test/ut/compare_tools/comparator/test_operator_comparator.py
+++ b/profiler/msprof_analyze/test/ut/compare_tools/comparator/test_operator_comparator.py
@@ -1,6 +1,6 @@
 import unittest
 
-from compare_backend.comparator.operator_comparator import OperatorComparator
+from msprof_analyze.compare_tools.compare_backend.comparator.operator_comparator import OperatorComparator
 
 
 class MockBean:
diff --git a/profiler/msprof_analyze/test/ut/compare_tools/comparator/test_operator_statistic_comparator.py b/profiler/msprof_analyze/test/ut/compare_tools/comparator/test_operator_statistic_comparator.py
index 133fa197f1..fe09c5ffab 100644
--- a/profiler/msprof_analyze/test/ut/compare_tools/comparator/test_operator_statistic_comparator.py
+++ b/profiler/msprof_analyze/test/ut/compare_tools/comparator/test_operator_statistic_comparator.py
@@ -1,7 +1,7 @@
 import unittest
 from unittest.mock import patch
 
-from compare_backend.comparator.operator_statistic_comparator import OperatorStatisticComparator
+from msprof_analyze.compare_tools.compare_backend.comparator.operator_statistic_comparator import OperatorStatisticComparator
 
 
 class MockBean:
diff --git a/profiler/msprof_analyze/test/ut/compare_tools/compare_bean/origin_data_bean/test_compare_event.py b/profiler/msprof_analyze/test/ut/compare_tools/compare_bean/origin_data_bean/test_compare_event.py
index 771e199339..175292ec40 100644
--- a/profiler/msprof_analyze/test/ut/compare_tools/compare_bean/origin_data_bean/test_compare_event.py
+++ b/profiler/msprof_analyze/test/ut/compare_tools/compare_bean/origin_data_bean/test_compare_event.py
@@ -1,7 +1,7 @@
 import unittest
 
-from compare_backend.compare_bean.origin_data_bean.compare_event import KernelEvent, MemoryEvent
-from compare_backend.compare_bean.origin_data_bean.trace_event_bean import TraceEventBean
+from msprof_analyze.compare_tools.compare_backend.compare_bean.origin_data_bean.compare_event import KernelEvent, MemoryEvent
+from msprof_analyze.compare_tools.compare_backend.compare_bean.origin_data_bean.trace_event_bean import TraceEventBean
 
 
 class TestKernelEvent(unittest.TestCase):
diff --git a/profiler/msprof_analyze/test/ut/compare_tools/compare_bean/origin_data_bean/test_kernel_details_bean.py b/profiler/msprof_analyze/test/ut/compare_tools/compare_bean/origin_data_bean/test_kernel_details_bean.py
index 869ee85570..30b46b903b 100644
--- a/profiler/msprof_analyze/test/ut/compare_tools/compare_bean/origin_data_bean/test_kernel_details_bean.py
+++ b/profiler/msprof_analyze/test/ut/compare_tools/compare_bean/origin_data_bean/test_kernel_details_bean.py
@@ -1,6 +1,6 @@
 import unittest
 
-from compare_backend.compare_bean.origin_data_bean.kernel_details_bean import KernelDetailsBean
+from msprof_analyze.compare_tools.compare_backend.compare_bean.origin_data_bean.kernel_details_bean import KernelDetailsBean
 
 
 class TestKernelDetailsBean(unittest.TestCase):
diff --git a/profiler/msprof_analyze/test/ut/compare_tools/compare_bean/origin_data_bean/test_memory_record_bean.py b/profiler/msprof_analyze/test/ut/compare_tools/compare_bean/origin_data_bean/test_memory_record_bean.py
index 3ec34ffbaa..b32cb3299c 100644
--- a/profiler/msprof_analyze/test/ut/compare_tools/compare_bean/origin_data_bean/test_memory_record_bean.py
+++ b/profiler/msprof_analyze/test/ut/compare_tools/compare_bean/origin_data_bean/test_memory_record_bean.py
@@ -1,6 +1,6 @@
 import unittest
 
-from compare_backend.compare_bean.origin_data_bean.memory_record_bean import MemoryRecordBean
+from msprof_analyze.compare_tools.compare_backend.compare_bean.origin_data_bean.memory_record_bean import MemoryRecordBean
 
 
 class TestMemoryRecordBean(unittest.TestCase):
diff --git a/profiler/msprof_analyze/test/ut/compare_tools/compare_bean/origin_data_bean/test_operator_memory_bean.py b/profiler/msprof_analyze/test/ut/compare_tools/compare_bean/origin_data_bean/test_operator_memory_bean.py
index 027b620e81..cb5cf450b1 100644
--- a/profiler/msprof_analyze/test/ut/compare_tools/compare_bean/origin_data_bean/test_operator_memory_bean.py
+++ b/profiler/msprof_analyze/test/ut/compare_tools/compare_bean/origin_data_bean/test_operator_memory_bean.py
@@ -1,6 +1,6 @@
 import unittest
 
-from compare_backend.compare_bean.origin_data_bean.operator_memory_bean import OperatorMemoryBean
+from msprof_analyze.compare_tools.compare_backend.compare_bean.origin_data_bean.operator_memory_bean import OperatorMemoryBean
 
 
 class TestOperatorMemoryBean(unittest.TestCase):
diff --git a/profiler/msprof_analyze/test/ut/compare_tools/compare_bean/origin_data_bean/test_trace_event_bean.py b/profiler/msprof_analyze/test/ut/compare_tools/compare_bean/origin_data_bean/test_trace_event_bean.py
index 2bd56e611d..8dbb9ac5d4 100644
--- a/profiler/msprof_analyze/test/ut/compare_tools/compare_bean/origin_data_bean/test_trace_event_bean.py
+++ b/profiler/msprof_analyze/test/ut/compare_tools/compare_bean/origin_data_bean/test_trace_event_bean.py
@@ -1,6 +1,6 @@
 import unittest
 
-from compare_backend.compare_bean.origin_data_bean.trace_event_bean import TraceEventBean
+from msprof_analyze.compare_tools.compare_backend.compare_bean.origin_data_bean.trace_event_bean import TraceEventBean
 
 
 class TestTraceEventBean(unittest.TestCase):
diff --git a/profiler/msprof_analyze/test/ut/compare_tools/compare_bean/test_communication_bean.py b/profiler/msprof_analyze/test/ut/compare_tools/compare_bean/test_communication_bean.py
index 2b5ee56828..4c14de0a43 100644
--- a/profiler/msprof_analyze/test/ut/compare_tools/compare_bean/test_communication_bean.py
+++ b/profiler/msprof_analyze/test/ut/compare_tools/compare_bean/test_communication_bean.py
@@ -1,6 +1,6 @@
 import unittest
 
-from compare_backend.compare_bean.communication_bean import CommunicationBean
+from msprof_analyze.compare_tools.compare_backend.compare_bean.communication_bean import CommunicationBean
 
 
 class TestCommunicationBean(unittest.TestCase):
diff --git a/profiler/msprof_analyze/test/ut/compare_tools/compare_bean/test_memory_compare_bean.py b/profiler/msprof_analyze/test/ut/compare_tools/compare_bean/test_memory_compare_bean.py
index f275c2261a..5d8576872a 100644
--- a/profiler/msprof_analyze/test/ut/compare_tools/compare_bean/test_memory_compare_bean.py
+++ b/profiler/msprof_analyze/test/ut/compare_tools/compare_bean/test_memory_compare_bean.py
@@ -1,7 +1,7 @@
 import unittest
 from unittest.mock import patch
 
-from compare_backend.compare_bean.memory_compare_bean import MemoryCompareBean
+from msprof_analyze.compare_tools.compare_backend.compare_bean.memory_compare_bean import MemoryCompareBean
 
 
 class MockNode:
diff --git a/profiler/msprof_analyze/test/ut/compare_tools/compare_bean/test_memory_statistic_bean.py b/profiler/msprof_analyze/test/ut/compare_tools/compare_bean/test_memory_statistic_bean.py
index 40bed2160b..ae55d07121 100644
--- a/profiler/msprof_analyze/test/ut/compare_tools/compare_bean/test_memory_statistic_bean.py
+++ b/profiler/msprof_analyze/test/ut/compare_tools/compare_bean/test_memory_statistic_bean.py
@@ -1,7 +1,7 @@
 import unittest
 from unittest.mock import patch
 
-from compare_backend.compare_bean.memory_statistic_bean import MemoryStatisticBean
+from msprof_analyze.compare_tools.compare_backend.compare_bean.memory_statistic_bean import MemoryStatisticBean
 
 
 class MockMemory:
diff --git a/profiler/msprof_analyze/test/ut/compare_tools/compare_bean/test_operator_compare_bean.py b/profiler/msprof_analyze/test/ut/compare_tools/compare_bean/test_operator_compare_bean.py
index ab8dec156f..cc58d61c6d 100644
--- a/profiler/msprof_analyze/test/ut/compare_tools/compare_bean/test_operator_compare_bean.py
+++ b/profiler/msprof_analyze/test/ut/compare_tools/compare_bean/test_operator_compare_bean.py
@@ -1,7 +1,7 @@
 import unittest
 from unittest.mock import patch
 
-from compare_backend.compare_bean.operator_compare_bean import OperatorCompareBean
+from msprof_analyze.compare_tools.compare_backend.compare_bean.operator_compare_bean import OperatorCompareBean
 
 
 class MockNode:
diff --git a/profiler/msprof_analyze/test/ut/compare_tools/compare_bean/test_operator_statistic_bean.py b/profiler/msprof_analyze/test/ut/compare_tools/compare_bean/test_operator_statistic_bean.py
index 4c4e338ce5..9a4b70198e 100644
--- a/profiler/msprof_analyze/test/ut/compare_tools/compare_bean/test_operator_statistic_bean.py
+++ b/profiler/msprof_analyze/test/ut/compare_tools/compare_bean/test_operator_statistic_bean.py
@@ -1,7 +1,7 @@
 import unittest
 from unittest.mock import patch
 
-from compare_backend.compare_bean.operator_statistic_bean import OperatorStatisticBean
+from msprof_analyze.compare_tools.compare_backend.compare_bean.operator_statistic_bean import OperatorStatisticBean
 
 
 class MockKernel:
diff --git a/profiler/msprof_analyze/test/ut/compare_tools/compare_bean/test_profiling_info.py b/profiler/msprof_analyze/test/ut/compare_tools/compare_bean/test_profiling_info.py
index 59525f18f9..b408f734a3 100644
--- a/profiler/msprof_analyze/test/ut/compare_tools/compare_bean/test_profiling_info.py
+++ b/profiler/msprof_analyze/test/ut/compare_tools/compare_bean/test_profiling_info.py
@@ -1,6 +1,6 @@
 import unittest
 
-from compare_backend.compare_bean.profiling_info import ProfilingInfo
+from msprof_analyze.compare_tools.compare_backend.compare_bean.profiling_info import ProfilingInfo
 
 
 class TestProfilingInfo(unittest.TestCase):
diff --git a/profiler/msprof_analyze/test/ut/compare_tools/profiling_parser/test_base_profiling_parser.py b/profiler/msprof_analyze/test/ut/compare_tools/profiling_parser/test_base_profiling_parser.py
index c4c26bd6dd..853e6a5ecf 100644
--- a/profiler/msprof_analyze/test/ut/compare_tools/profiling_parser/test_base_profiling_parser.py
+++ b/profiler/msprof_analyze/test/ut/compare_tools/profiling_parser/test_base_profiling_parser.py
@@ -1,8 +1,8 @@
 import unittest
 from unittest.mock import patch
 
-from compare_backend.compare_bean.origin_data_bean.trace_event_bean import TraceEventBean
-from compare_backend.profiling_parser.base_profiling_parser import BaseProfilingParser, ProfilingResult
+from msprof_analyze.compare_tools.compare_backend.compare_bean.origin_data_bean.trace_event_bean import TraceEventBean
+from msprof_analyze.compare_tools.compare_backend.profiling_parser.base_profiling_parser import BaseProfilingParser, ProfilingResult
 
 
 class ProfilingParser(BaseProfilingParser):
diff --git a/profiler/msprof_analyze/test/ut/compare_tools/profiling_parser/test_gpu_profiling_parser.py b/profiler/msprof_analyze/test/ut/compare_tools/profiling_parser/test_gpu_profiling_parser.py
index 59ca545e2d..767e078bcc 100644
--- a/profiler/msprof_analyze/test/ut/compare_tools/profiling_parser/test_gpu_profiling_parser.py
+++ b/profiler/msprof_analyze/test/ut/compare_tools/profiling_parser/test_gpu_profiling_parser.py
@@ -2,9 +2,9 @@ import unittest
 from collections import defaultdict
 from unittest.mock import patch
 
-from compare_backend.compare_bean.origin_data_bean.trace_event_bean import TraceEventBean
-from compare_backend.profiling_parser.base_profiling_parser import ProfilingResult
-from compare_backend.profiling_parser.gpu_profiling_parser import GPUProfilingParser
+from msprof_analyze.compare_tools.compare_backend.compare_bean.origin_data_bean.trace_event_bean import TraceEventBean
+from msprof_analyze.compare_tools.compare_backend.profiling_parser.base_profiling_parser import ProfilingResult
+from msprof_analyze.compare_tools.compare_backend.profiling_parser.gpu_profiling_parser import GPUProfilingParser
 
 
 class TestGpuProfilingParser(unittest.TestCase):
diff --git a/profiler/msprof_analyze/test/ut/compare_tools/profiling_parser/test_npu_profiling_parser.py b/profiler/msprof_analyze/test/ut/compare_tools/profiling_parser/test_npu_profiling_parser.py
index a835dd9c12..69159aa2b9 100644
--- a/profiler/msprof_analyze/test/ut/compare_tools/profiling_parser/test_npu_profiling_parser.py
+++ b/profiler/msprof_analyze/test/ut/compare_tools/profiling_parser/test_npu_profiling_parser.py
@@ -1,10 +1,10 @@
 import unittest
 from unittest.mock import patch
 
-from compare_backend.compare_bean.origin_data_bean.operator_memory_bean import OperatorMemoryBean
-from compare_backend.compare_bean.origin_data_bean.trace_event_bean import TraceEventBean
-from compare_backend.profiling_parser.base_profiling_parser import ProfilingResult
-from compare_backend.profiling_parser.npu_profiling_parser import NPUProfilingParser
+from msprof_analyze.compare_tools.compare_backend.compare_bean.origin_data_bean.operator_memory_bean import OperatorMemoryBean
+from msprof_analyze.compare_tools.compare_backend.compare_bean.origin_data_bean.trace_event_bean import TraceEventBean
+from msprof_analyze.compare_tools.compare_backend.profiling_parser.base_profiling_parser import ProfilingResult
+from msprof_analyze.compare_tools.compare_backend.profiling_parser.npu_profiling_parser import NPUProfilingParser
 
 
 class TestNPUProfilingParser(unittest.TestCase):
diff --git a/profiler/msprof_analyze/test/ut/compare_tools/utils/test_name_function.py b/profiler/msprof_analyze/test/ut/compare_tools/utils/test_name_function.py
index 2903f9838b..99b90051a4 100644
--- a/profiler/msprof_analyze/test/ut/compare_tools/utils/test_name_function.py
+++ b/profiler/msprof_analyze/test/ut/compare_tools/utils/test_name_function.py
@@ -1,8 +1,8 @@
 import unittest
 
-from compare_backend.compare_bean.origin_data_bean.trace_event_bean import TraceEventBean
-from compare_backend.utils.name_function import NameFunction
-from compare_backend.utils.torch_op_node import TorchOpNode
+from msprof_analyze.compare_tools.compare_backend.compare_bean.origin_data_bean.trace_event_bean import TraceEventBean
+from msprof_analyze.compare_tools.compare_backend.utils.name_function import NameFunction
+from msprof_analyze.compare_tools.compare_backend.utils.torch_op_node import TorchOpNode
 
 
 class Args:
diff --git a/profiler/msprof_analyze/test/ut/compare_tools/utils/test_tree_builder.py b/profiler/msprof_analyze/test/ut/compare_tools/utils/test_tree_builder.py
index 326a424d3d..389d11c5f3 100644
--- a/profiler/msprof_analyze/test/ut/compare_tools/utils/test_tree_builder.py
+++ b/profiler/msprof_analyze/test/ut/compare_tools/utils/test_tree_builder.py
@@ -1,8 +1,8 @@
 import unittest
 
-from compare_backend.compare_bean.origin_data_bean.compare_event import MemoryEvent
-from compare_backend.compare_bean.origin_data_bean.trace_event_bean import TraceEventBean
-from compare_backend.utils.tree_builder import TreeBuilder
+from msprof_analyze.compare_tools.compare_backend.compare_bean.origin_data_bean.compare_event import MemoryEvent
+from msprof_analyze.compare_tools.compare_backend.compare_bean.origin_data_bean.trace_event_bean import TraceEventBean
+from msprof_analyze.compare_tools.compare_backend.utils.tree_builder import TreeBuilder
 
 
 class TestUtils(unittest.TestCase):
diff --git a/profiler/msprof_analyze/test/ut/compare_tools/view/test_excel_view.py b/profiler/msprof_analyze/test/ut/compare_tools/view/test_excel_view.py
index aa500c4242..cabc23877c 100644
--- a/profiler/msprof_analyze/test/ut/compare_tools/view/test_excel_view.py
+++ b/profiler/msprof_analyze/test/ut/compare_tools/view/test_excel_view.py
@@ -2,7 +2,7 @@ import os
 import unittest
 from unittest.mock import patch
 
-from compare_backend.view.excel_view import ExcelView
+from msprof_analyze.compare_tools.compare_backend.view.excel_view import ExcelView
 
 
 class TestExcelView(unittest.TestCase):
diff --git a/profiler/msprof_analyze/test/ut/compare_tools/view/test_screen_view.py b/profiler/msprof_analyze/test/ut/compare_tools/view/test_screen_view.py
index caa25e396e..027cebbb9c 100644
--- a/profiler/msprof_analyze/test/ut/compare_tools/view/test_screen_view.py
+++ b/profiler/msprof_analyze/test/ut/compare_tools/view/test_screen_view.py
@@ -1,6 +1,6 @@
 import unittest
 
-from compare_backend.view.screen_view import ScreenView
+from msprof_analyze.compare_tools.compare_backend.view.screen_view import ScreenView
 
 
 class TestScreenView(unittest.TestCase):
diff --git a/profiler/msprof_analyze/test/ut/compare_tools/view/test_worker_sheet_creator.py b/profiler/msprof_analyze/test/ut/compare_tools/view/test_worker_sheet_creator.py
index 1e80931ff5..587cccca98 100644
--- a/profiler/msprof_analyze/test/ut/compare_tools/view/test_worker_sheet_creator.py
+++ b/profiler/msprof_analyze/test/ut/compare_tools/view/test_worker_sheet_creator.py
@@ -4,8 +4,8 @@ import unittest
 import pandas as pd
 from xlsxwriter import Workbook
 
-from compare_backend.utils.excel_config import ExcelConfig
-from compare_backend.view.work_sheet_creator import WorkSheetCreator
+from msprof_analyze.compare_tools.compare_backend.utils.excel_config import ExcelConfig
+from msprof_analyze.compare_tools.compare_backend.view.work_sheet_creator import WorkSheetCreator
 
 
 class TestWorkerSheetCreator(unittest.TestCase):
-- 
Gitee


From 8c9aaa163ed236bf54050858f30153979ed874a5 Mon Sep 17 00:00:00 2001
From: hehongzhe <935062458@qq.com>
Date: Wed, 5 Feb 2025 16:57:45 +0800
Subject: [PATCH 3/7] cleancode

---
 .../advisor_backend/cluster_advice/slow_rank_advice.py   | 3 ++-
 .../compare_backend/compare_bean/module_compare_bean.py  | 5 ++++-
 .../compare_backend/comparison_generator.py              | 6 ++++--
 .../generator/detail_performance_generator.py            | 6 ++++--
 .../generator/overall_performance_generator.py           | 3 ++-
 .../compare_backend/interface/overall_interface.py       | 3 ++-
 .../profiling_parser/base_profiling_parser.py            | 8 ++++++--
 .../profiling_parser/npu_profiling_parser.py             | 9 ++++++---
 .../cluster_analyse/test_cluster_analyse_pytorch_db.py   | 9 ++++++---
 .../test_cluster_step_trace_time_bean.py                 | 3 ++-
 .../comparator/test_operator_statistic_comparator.py     | 3 ++-
 .../compare_bean/origin_data_bean/test_compare_event.py  | 5 ++++-
 .../origin_data_bean/test_kernel_details_bean.py         | 3 ++-
 .../origin_data_bean/test_memory_record_bean.py          | 3 ++-
 .../origin_data_bean/test_operator_memory_bean.py        | 3 ++-
 .../profiling_parser/test_base_profiling_parser.py       | 5 ++++-
 .../profiling_parser/test_npu_profiling_parser.py        | 3 ++-
 17 files changed, 56 insertions(+), 24 deletions(-)

diff --git a/profiler/msprof_analyze/advisor/advisor_backend/cluster_advice/slow_rank_advice.py b/profiler/msprof_analyze/advisor/advisor_backend/cluster_advice/slow_rank_advice.py
index f6e0bf7dec..182249e3a0 100644
--- a/profiler/msprof_analyze/advisor/advisor_backend/cluster_advice/slow_rank_advice.py
+++ b/profiler/msprof_analyze/advisor/advisor_backend/cluster_advice/slow_rank_advice.py
@@ -17,7 +17,8 @@ import os
 from collections import defaultdict
 from msprof_analyze.advisor.advisor_backend.common_func_advisor.constant import Constant
 from msprof_analyze.advisor.advisor_backend.cluster_advice.cluster_advice_base import ClusterAdviceBase
-from msprof_analyze.advisor.advisor_backend.prof_bean_advisor.cluster_step_trace_time_bean import ClusterStepTraceTimeBean
+from msprof_analyze.advisor.advisor_backend.prof_bean_advisor.cluster_step_trace_time_bean \
+    import ClusterStepTraceTimeBean
 from msprof_analyze.prof_common.file_manager import FileManager
 
 
diff --git a/profiler/msprof_analyze/compare_tools/compare_backend/compare_bean/module_compare_bean.py b/profiler/msprof_analyze/compare_tools/compare_backend/compare_bean/module_compare_bean.py
index b87fc7409f..107a2d79ca 100644
--- a/profiler/msprof_analyze/compare_tools/compare_backend/compare_bean/module_compare_bean.py
+++ b/profiler/msprof_analyze/compare_tools/compare_backend/compare_bean/module_compare_bean.py
@@ -12,7 +12,10 @@
 # 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 msprof_analyze.compare_tools.compare_backend.utils.common_func import longest_common_subsequence_matching, calculate_diff_ratio
+from msprof_analyze.compare_tools.compare_backend.utils.common_func import (
+    longest_common_subsequence_matching, 
+    calculate_diff_ratio
+)
 from msprof_analyze.compare_tools.compare_backend.utils.excel_config import ExcelConfig
 from msprof_analyze.compare_tools.compare_backend.utils.module_node import ModuleNode
 from msprof_analyze.compare_tools.compare_backend.utils.name_function import NameFunction
diff --git a/profiler/msprof_analyze/compare_tools/compare_backend/comparison_generator.py b/profiler/msprof_analyze/compare_tools/compare_backend/comparison_generator.py
index 2a8c97f8b4..2c3c3d920c 100644
--- a/profiler/msprof_analyze/compare_tools/compare_backend/comparison_generator.py
+++ b/profiler/msprof_analyze/compare_tools/compare_backend/comparison_generator.py
@@ -12,8 +12,10 @@
 # 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 msprof_analyze.compare_tools.compare_backend.generator.detail_performance_generator import DetailPerformanceGenerator
-from msprof_analyze.compare_tools.compare_backend.generator.overall_performance_generator import OverallPerformanceGenerator
+from msprof_analyze.compare_tools.compare_backend.generator.detail_performance_generator \
+    import DetailPerformanceGenerator
+from msprof_analyze.compare_tools.compare_backend.generator.overall_performance_generator \
+    import OverallPerformanceGenerator
 from msprof_analyze.compare_tools.compare_backend.interface.overall_interface import OverallInterface
 from msprof_analyze.compare_tools.compare_backend.interface.compare_interface import CompareInterface
 from msprof_analyze.compare_tools.compare_backend.profiling_parser.gpu_profiling_parser import GPUProfilingParser
diff --git a/profiler/msprof_analyze/compare_tools/compare_backend/generator/detail_performance_generator.py b/profiler/msprof_analyze/compare_tools/compare_backend/generator/detail_performance_generator.py
index d5d8518246..6479d624fa 100644
--- a/profiler/msprof_analyze/compare_tools/compare_backend/generator/detail_performance_generator.py
+++ b/profiler/msprof_analyze/compare_tools/compare_backend/generator/detail_performance_generator.py
@@ -18,9 +18,11 @@ from datetime import datetime
 
 from msprof_analyze.compare_tools.compare_backend.comparator.communication_comparator import CommunicationComparator
 from msprof_analyze.compare_tools.compare_backend.comparator.module_comparetor import ModuleComparator
-from msprof_analyze.compare_tools.compare_backend.comparator.module_statistic_comparator import ModuleStatisticComparator
+from msprof_analyze.compare_tools.compare_backend.comparator.module_statistic_comparator \
+    import ModuleStatisticComparator
 from msprof_analyze.compare_tools.compare_backend.comparator.operator_comparator import OperatorComparator
-from msprof_analyze.compare_tools.compare_backend.comparator.operator_statistic_comparator import OperatorStatisticComparator
+from msprof_analyze.compare_tools.compare_backend.comparator.operator_statistic_comparator \
+    import OperatorStatisticComparator
 from msprof_analyze.compare_tools.compare_backend.comparator.api_compare_comparator import ApiCompareComparator
 from msprof_analyze.compare_tools.compare_backend.comparator.kernel_compare_comparator import KernelCompareComparator
 from msprof_analyze.compare_tools.compare_backend.comparator.overall_metrics_comparator import OverallMetricsComparator
diff --git a/profiler/msprof_analyze/compare_tools/compare_backend/generator/overall_performance_generator.py b/profiler/msprof_analyze/compare_tools/compare_backend/generator/overall_performance_generator.py
index d79cba7773..e144ef185c 100644
--- a/profiler/msprof_analyze/compare_tools/compare_backend/generator/overall_performance_generator.py
+++ b/profiler/msprof_analyze/compare_tools/compare_backend/generator/overall_performance_generator.py
@@ -12,7 +12,8 @@
 # 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 msprof_analyze.compare_tools.compare_backend.comparator.overall_performance_comparator import OverallPerformanceComparator
+from msprof_analyze.compare_tools.compare_backend.comparator.overall_performance_comparator \
+    import OverallPerformanceComparator
 from msprof_analyze.compare_tools.compare_backend.compare_bean.profiling_info import ProfilingInfo
 from msprof_analyze.compare_tools.compare_backend.generator.base_generator import BaseGenerator
 from msprof_analyze.compare_tools.compare_backend.view.screen_view import ScreenView
diff --git a/profiler/msprof_analyze/compare_tools/compare_backend/interface/overall_interface.py b/profiler/msprof_analyze/compare_tools/compare_backend/interface/overall_interface.py
index e875ad9e81..dcd7c2b49e 100644
--- a/profiler/msprof_analyze/compare_tools/compare_backend/interface/overall_interface.py
+++ b/profiler/msprof_analyze/compare_tools/compare_backend/interface/overall_interface.py
@@ -12,7 +12,8 @@
 # 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 msprof_analyze.compare_tools.compare_backend.comparator.overall_performance_comparator import OverallPerformanceComparator
+from msprof_analyze.compare_tools.compare_backend.comparator.overall_performance_comparator \
+    import OverallPerformanceComparator
 from msprof_analyze.compare_tools.compare_backend.compare_bean.profiling_info import ProfilingInfo
 from msprof_analyze.prof_common.constant import Constant
 
diff --git a/profiler/msprof_analyze/compare_tools/compare_backend/profiling_parser/base_profiling_parser.py b/profiler/msprof_analyze/compare_tools/compare_backend/profiling_parser/base_profiling_parser.py
index 482e517e0b..b3d9a29944 100644
--- a/profiler/msprof_analyze/compare_tools/compare_backend/profiling_parser/base_profiling_parser.py
+++ b/profiler/msprof_analyze/compare_tools/compare_backend/profiling_parser/base_profiling_parser.py
@@ -17,8 +17,12 @@ from decimal import Decimal
 
 import ijson
 
-from msprof_analyze.compare_tools.compare_backend.compare_bean.origin_data_bean.compare_event import KernelEvent, MemoryEvent
-from msprof_analyze.compare_tools.compare_backend.compare_bean.origin_data_bean.kernel_details_bean import KernelDetailsBean
+from msprof_analyze.compare_tools.compare_backend.compare_bean.origin_data_bean.compare_event import (
+    KernelEvent, 
+    MemoryEvent
+)
+from msprof_analyze.compare_tools.compare_backend.compare_bean.origin_data_bean.kernel_details_bean \
+    import KernelDetailsBean
 from msprof_analyze.compare_tools.compare_backend.compare_bean.origin_data_bean.trace_event_bean import TraceEventBean
 from msprof_analyze.compare_tools.compare_backend.compare_bean.profiling_info import ProfilingInfo
 from msprof_analyze.prof_common.constant import Constant
diff --git a/profiler/msprof_analyze/compare_tools/compare_backend/profiling_parser/npu_profiling_parser.py b/profiler/msprof_analyze/compare_tools/compare_backend/profiling_parser/npu_profiling_parser.py
index 1d40832041..6e7e9e1c1e 100644
--- a/profiler/msprof_analyze/compare_tools/compare_backend/profiling_parser/npu_profiling_parser.py
+++ b/profiler/msprof_analyze/compare_tools/compare_backend/profiling_parser/npu_profiling_parser.py
@@ -16,9 +16,12 @@ import os
 import sys
 from math import ceil
 
-from msprof_analyze.compare_tools.compare_backend.compare_bean.origin_data_bean.kernel_details_bean import KernelDetailsBean
-from msprof_analyze.compare_tools.compare_backend.compare_bean.origin_data_bean.memory_record_bean import MemoryRecordBean
-from msprof_analyze.compare_tools.compare_backend.compare_bean.origin_data_bean.operator_memory_bean import OperatorMemoryBean
+from msprof_analyze.compare_tools.compare_backend.compare_bean.origin_data_bean.kernel_details_bean \
+    import KernelDetailsBean
+from msprof_analyze.compare_tools.compare_backend.compare_bean.origin_data_bean.memory_record_bean \
+    import MemoryRecordBean
+from msprof_analyze.compare_tools.compare_backend.compare_bean.origin_data_bean.operator_memory_bean \
+    import OperatorMemoryBean
 from msprof_analyze.compare_tools.compare_backend.compare_bean.origin_data_bean.trace_event_bean import TraceEventBean
 from msprof_analyze.compare_tools.compare_backend.profiling_parser.base_profiling_parser import BaseProfilingParser
 from msprof_analyze.compare_tools.compare_backend.compare_bean.origin_data_bean.op_stastic_bean import OpStatisticBean
diff --git a/profiler/msprof_analyze/test/st/cluster_analyse/test_cluster_analyse_pytorch_db.py b/profiler/msprof_analyze/test/st/cluster_analyse/test_cluster_analyse_pytorch_db.py
index 2469e1bd27..bbc07adebf 100644
--- a/profiler/msprof_analyze/test/st/cluster_analyse/test_cluster_analyse_pytorch_db.py
+++ b/profiler/msprof_analyze/test/st/cluster_analyse/test_cluster_analyse_pytorch_db.py
@@ -22,9 +22,12 @@ import pandas as pd
 from msprof_analyze.test.st.utils import execute_cmd, select_count, select_by_query
 from msprof_analyze.prof_common.file_manager import FileManager
 from msprof_analyze.prof_common.path_manager import PathManager
-from msprof_analyze.test.st.cluster_analyse.cluster_communication_analyzer_bandwidth_db import ClusterCommunicationAnalyzerBandwidthDb
-from msprof_analyze.test.st.cluster_analyse.cluster_communication_analyzer_matrix_db import ClusterCommunicationAnalyzerMatrixDb
-from msprof_analyze.test.st.cluster_analyse.cluster_communication_analyzer_time_db import ClusterCommunicationAnalyzerTime
+from msprof_analyze.test.st.cluster_analyse.cluster_communication_analyzer_bandwidth_db \
+    import ClusterCommunicationAnalyzerBandwidthDb
+from msprof_analyze.test.st.cluster_analyse.cluster_communication_analyzer_matrix_db \
+    import ClusterCommunicationAnalyzerMatrixDb
+from msprof_analyze.test.st.cluster_analyse.cluster_communication_analyzer_time_db \
+    import ClusterCommunicationAnalyzerTime
 from msprof_analyze.test.st.cluster_analyse.cluster_step_trace_time_db import ClusterStepTraceTimeDb
 
 
diff --git a/profiler/msprof_analyze/test/ut/advisor/advisor_backend/prof_bean_advisor/test_cluster_step_trace_time_bean.py b/profiler/msprof_analyze/test/ut/advisor/advisor_backend/prof_bean_advisor/test_cluster_step_trace_time_bean.py
index 17c9c29a04..6095475ab0 100644
--- a/profiler/msprof_analyze/test/ut/advisor/advisor_backend/prof_bean_advisor/test_cluster_step_trace_time_bean.py
+++ b/profiler/msprof_analyze/test/ut/advisor/advisor_backend/prof_bean_advisor/test_cluster_step_trace_time_bean.py
@@ -1,6 +1,7 @@
 import unittest
 
-from msprof_analyze.advisor.advisor_backend.prof_bean_advisor.cluster_step_trace_time_bean import ClusterStepTraceTimeBean
+from msprof_analyze.advisor.advisor_backend.prof_bean_advisor.cluster_step_trace_time_bean \
+    import ClusterStepTraceTimeBean
 
 
 class TestClusterStepTraceTimeBean(unittest.TestCase):
diff --git a/profiler/msprof_analyze/test/ut/compare_tools/comparator/test_operator_statistic_comparator.py b/profiler/msprof_analyze/test/ut/compare_tools/comparator/test_operator_statistic_comparator.py
index fe09c5ffab..3f299b5a2c 100644
--- a/profiler/msprof_analyze/test/ut/compare_tools/comparator/test_operator_statistic_comparator.py
+++ b/profiler/msprof_analyze/test/ut/compare_tools/comparator/test_operator_statistic_comparator.py
@@ -1,7 +1,8 @@
 import unittest
 from unittest.mock import patch
 
-from msprof_analyze.compare_tools.compare_backend.comparator.operator_statistic_comparator import OperatorStatisticComparator
+from msprof_analyze.compare_tools.compare_backend.comparator.operator_statistic_comparator \
+    import OperatorStatisticComparator
 
 
 class MockBean:
diff --git a/profiler/msprof_analyze/test/ut/compare_tools/compare_bean/origin_data_bean/test_compare_event.py b/profiler/msprof_analyze/test/ut/compare_tools/compare_bean/origin_data_bean/test_compare_event.py
index 175292ec40..8b2c40dcd4 100644
--- a/profiler/msprof_analyze/test/ut/compare_tools/compare_bean/origin_data_bean/test_compare_event.py
+++ b/profiler/msprof_analyze/test/ut/compare_tools/compare_bean/origin_data_bean/test_compare_event.py
@@ -1,6 +1,9 @@
 import unittest
 
-from msprof_analyze.compare_tools.compare_backend.compare_bean.origin_data_bean.compare_event import KernelEvent, MemoryEvent
+from msprof_analyze.compare_tools.compare_backend.compare_bean.origin_data_bean.compare_event import (
+    KernelEvent, 
+    MemoryEvent
+)
 from msprof_analyze.compare_tools.compare_backend.compare_bean.origin_data_bean.trace_event_bean import TraceEventBean
 
 
diff --git a/profiler/msprof_analyze/test/ut/compare_tools/compare_bean/origin_data_bean/test_kernel_details_bean.py b/profiler/msprof_analyze/test/ut/compare_tools/compare_bean/origin_data_bean/test_kernel_details_bean.py
index 30b46b903b..94ff68eceb 100644
--- a/profiler/msprof_analyze/test/ut/compare_tools/compare_bean/origin_data_bean/test_kernel_details_bean.py
+++ b/profiler/msprof_analyze/test/ut/compare_tools/compare_bean/origin_data_bean/test_kernel_details_bean.py
@@ -1,6 +1,7 @@
 import unittest
 
-from msprof_analyze.compare_tools.compare_backend.compare_bean.origin_data_bean.kernel_details_bean import KernelDetailsBean
+from msprof_analyze.compare_tools.compare_backend.compare_bean.origin_data_bean.kernel_details_bean \
+    import KernelDetailsBean
 
 
 class TestKernelDetailsBean(unittest.TestCase):
diff --git a/profiler/msprof_analyze/test/ut/compare_tools/compare_bean/origin_data_bean/test_memory_record_bean.py b/profiler/msprof_analyze/test/ut/compare_tools/compare_bean/origin_data_bean/test_memory_record_bean.py
index b32cb3299c..2488105bec 100644
--- a/profiler/msprof_analyze/test/ut/compare_tools/compare_bean/origin_data_bean/test_memory_record_bean.py
+++ b/profiler/msprof_analyze/test/ut/compare_tools/compare_bean/origin_data_bean/test_memory_record_bean.py
@@ -1,6 +1,7 @@
 import unittest
 
-from msprof_analyze.compare_tools.compare_backend.compare_bean.origin_data_bean.memory_record_bean import MemoryRecordBean
+from msprof_analyze.compare_tools.compare_backend.compare_bean.origin_data_bean.memory_record_bean \
+    import MemoryRecordBean
 
 
 class TestMemoryRecordBean(unittest.TestCase):
diff --git a/profiler/msprof_analyze/test/ut/compare_tools/compare_bean/origin_data_bean/test_operator_memory_bean.py b/profiler/msprof_analyze/test/ut/compare_tools/compare_bean/origin_data_bean/test_operator_memory_bean.py
index cb5cf450b1..750da0b9be 100644
--- a/profiler/msprof_analyze/test/ut/compare_tools/compare_bean/origin_data_bean/test_operator_memory_bean.py
+++ b/profiler/msprof_analyze/test/ut/compare_tools/compare_bean/origin_data_bean/test_operator_memory_bean.py
@@ -1,6 +1,7 @@
 import unittest
 
-from msprof_analyze.compare_tools.compare_backend.compare_bean.origin_data_bean.operator_memory_bean import OperatorMemoryBean
+from msprof_analyze.compare_tools.compare_backend.compare_bean.origin_data_bean.operator_memory_bean \
+    import OperatorMemoryBean
 
 
 class TestOperatorMemoryBean(unittest.TestCase):
diff --git a/profiler/msprof_analyze/test/ut/compare_tools/profiling_parser/test_base_profiling_parser.py b/profiler/msprof_analyze/test/ut/compare_tools/profiling_parser/test_base_profiling_parser.py
index 853e6a5ecf..9b8a53371b 100644
--- a/profiler/msprof_analyze/test/ut/compare_tools/profiling_parser/test_base_profiling_parser.py
+++ b/profiler/msprof_analyze/test/ut/compare_tools/profiling_parser/test_base_profiling_parser.py
@@ -2,7 +2,10 @@ import unittest
 from unittest.mock import patch
 
 from msprof_analyze.compare_tools.compare_backend.compare_bean.origin_data_bean.trace_event_bean import TraceEventBean
-from msprof_analyze.compare_tools.compare_backend.profiling_parser.base_profiling_parser import BaseProfilingParser, ProfilingResult
+from msprof_analyze.compare_tools.compare_backend.profiling_parser.base_profiling_parser import (
+    BaseProfilingParser, 
+    ProfilingResult
+)
 
 
 class ProfilingParser(BaseProfilingParser):
diff --git a/profiler/msprof_analyze/test/ut/compare_tools/profiling_parser/test_npu_profiling_parser.py b/profiler/msprof_analyze/test/ut/compare_tools/profiling_parser/test_npu_profiling_parser.py
index 69159aa2b9..07beb60698 100644
--- a/profiler/msprof_analyze/test/ut/compare_tools/profiling_parser/test_npu_profiling_parser.py
+++ b/profiler/msprof_analyze/test/ut/compare_tools/profiling_parser/test_npu_profiling_parser.py
@@ -1,7 +1,8 @@
 import unittest
 from unittest.mock import patch
 
-from msprof_analyze.compare_tools.compare_backend.compare_bean.origin_data_bean.operator_memory_bean import OperatorMemoryBean
+from msprof_analyze.compare_tools.compare_backend.compare_bean.origin_data_bean.operator_memory_bean \
+    import OperatorMemoryBean
 from msprof_analyze.compare_tools.compare_backend.compare_bean.origin_data_bean.trace_event_bean import TraceEventBean
 from msprof_analyze.compare_tools.compare_backend.profiling_parser.base_profiling_parser import ProfilingResult
 from msprof_analyze.compare_tools.compare_backend.profiling_parser.npu_profiling_parser import NPUProfilingParser
-- 
Gitee


From e911e334fbcd258453dbb61e70110d2290355fef Mon Sep 17 00:00:00 2001
From: hehongzhe <935062458@qq.com>
Date: Wed, 5 Feb 2025 17:24:35 +0800
Subject: [PATCH 4/7] =?UTF-8?q?=E7=BB=91=E6=A0=B8=E5=B7=A5=E5=85=B7?=
 =?UTF-8?q?=E7=A7=BB=E5=88=B0profiler=E7=9B=AE=E5=BD=95=E4=B8=8B=E5=AF=B9?=
 =?UTF-8?q?=E5=BA=94=E8=B5=84=E6=96=99=E4=BF=AE=E6=94=B9?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 README.md                                     |  2 +-
 .../cluster_advice/cluster_advice_base.py     |  2 +-
 .../dataset/profiling/profiling_dataset.py    |  4 ++++
 ...st_advisor_cmd_single_ascend_pt_compare.py |  2 +-
 .../advisor/common/test_enum_params_parser.py | 20 ++++++-------------
 5 files changed, 13 insertions(+), 17 deletions(-)

diff --git a/README.md b/README.md
index 4c706cc6fe..5ae0bf742f 100644
--- a/README.md
+++ b/README.md
@@ -44,7 +44,7 @@
 
    将 Ascend PyTorch Profiler 或者 msprof 采集的 PyTorch 场景性能数据进行分析，并输出性能调优建议。
 
-4. [bind_core](./profiler/msprof_analyze/affinity_cpu_bind)
+4. [bind_core](./profiler/affinity_cpu_bind)
 
    绑核脚本，支持非侵入修改工程代码，实现一键式绑核功能。
 
diff --git a/profiler/msprof_analyze/advisor/advisor_backend/cluster_advice/cluster_advice_base.py b/profiler/msprof_analyze/advisor/advisor_backend/cluster_advice/cluster_advice_base.py
index 493947121c..5620f8e49e 100644
--- a/profiler/msprof_analyze/advisor/advisor_backend/cluster_advice/cluster_advice_base.py
+++ b/profiler/msprof_analyze/advisor/advisor_backend/cluster_advice/cluster_advice_base.py
@@ -17,7 +17,7 @@ import os
 from abc import abstractmethod
 
 from msprof_analyze.advisor.advisor_backend.advice_base import AdviceBase
-from cluster_analysis.interface import Interface
+from msprof_analyze.cluster_analyse.cluster_analysis import Interface
 from msprof_analyze.advisor.advisor_backend.logger import Logger
 from msprof_analyze.prof_common.constant import Constant
 
diff --git a/profiler/msprof_analyze/advisor/dataset/profiling/profiling_dataset.py b/profiler/msprof_analyze/advisor/dataset/profiling/profiling_dataset.py
index 65f70d69c6..7981e4140f 100644
--- a/profiler/msprof_analyze/advisor/dataset/profiling/profiling_dataset.py
+++ b/profiler/msprof_analyze/advisor/dataset/profiling/profiling_dataset.py
@@ -18,6 +18,10 @@ import os
 
 import yaml
 from msprof_analyze.prof_common.constant import Constant
+from msprof_analyze.advisor.common.profiling.ge_info import GeInfo
+from msprof_analyze.advisor.common.profiling.msprof import Msprof
+from msprof_analyze.advisor.common.profiling.op_summary import OpSummary
+from msprof_analyze.advisor.common.profiling.tasktime import TaskTime
 from msprof_analyze.advisor.common.enum_params_parser import EnumParamsParser
 from msprof_analyze.advisor.dataset.dataset import Dataset
 from msprof_analyze.advisor.dataset.profiling.device_info import DeviceInfoParser
diff --git a/profiler/msprof_analyze/test/st/advisor/test_advisor_cmd_single_ascend_pt_compare.py b/profiler/msprof_analyze/test/st/advisor/test_advisor_cmd_single_ascend_pt_compare.py
index 487d504fd5..a485d62188 100644
--- a/profiler/msprof_analyze/test/st/advisor/test_advisor_cmd_single_ascend_pt_compare.py
+++ b/profiler/msprof_analyze/test/st/advisor/test_advisor_cmd_single_ascend_pt_compare.py
@@ -22,7 +22,7 @@ import pandas as pd
 from bs4 import BeautifulSoup
 
 from msprof_analyze.prof_common.path_manager import PathManager
-from msprof_analyze.prof_common.utils import get_files, execute_cmd
+from msprof_analyze.test.st.advisor.utils import get_files, execute_cmd
 
 
 class TestAdvisorCmdSingleAscendPtNoCompare(TestCase):
diff --git a/profiler/msprof_analyze/test/ut/advisor/common/test_enum_params_parser.py b/profiler/msprof_analyze/test/ut/advisor/common/test_enum_params_parser.py
index 5d11af1278..8f50972e46 100644
--- a/profiler/msprof_analyze/test/ut/advisor/common/test_enum_params_parser.py
+++ b/profiler/msprof_analyze/test/ut/advisor/common/test_enum_params_parser.py
@@ -1,18 +1,10 @@
-# Copyright (c) 2025, 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 unittest
+import sys
+import os
+
+profiler_root_dir = os.path.dirname(os.path.dirname(os.path.dirname(os.path.dirname(os.path.dirname(__file__)))))
+sys.path.append(os.path.join(profiler_root_dir, "compare_tools"))
+sys.path.append(os.path.join(profiler_root_dir, "cluster_analyse"))
 
 from msprof_analyze.advisor.common.enum_params_parser import EnumParamsParser
 from msprof_analyze.test.ut.advisor.advisor_backend.tools.tool import recover_env
-- 
Gitee


From d46f9ab4bd1fdebcbc9f89c458dd7157b1543da2 Mon Sep 17 00:00:00 2001
From: hehongzhe <935062458@qq.com>
Date: Wed, 5 Feb 2025 20:31:32 +0800
Subject: [PATCH 5/7] bugfix

---
 .../msprof_analyze/prof_common/__init__.py    |  5 +-
 profiler/msprof_analyze/prof_common/utils.py  |  7 +++
 .../test_cluster_advice_base.py               |  6 +-
 .../advisor/common/test_enum_params_parser.py | 14 +++++
 .../test_pytorch_data_preprocessor.py         |  3 +-
 .../test_communication_group_generator.py     | 12 ++--
 .../compare_bean/test_memory_compare_bean.py  |  9 ++-
 .../test_memory_statistic_bean.py             |  6 +-
 .../test_operator_compare_bean.py             |  9 ++-
 .../test_operator_statistic_bean.py           |  6 +-
 .../test_base_profiling_parser.py             | 27 ++++++---
 .../test_gpu_profiling_parser.py              | 36 +++++++----
 .../test_npu_profiling_parser.py              | 60 ++++++++++++-------
 .../ut/compare_tools/view/test_excel_view.py  |  3 +-
 14 files changed, 141 insertions(+), 62 deletions(-)

diff --git a/profiler/msprof_analyze/prof_common/__init__.py b/profiler/msprof_analyze/prof_common/__init__.py
index de0604079e..8b7e7544bb 100644
--- a/profiler/msprof_analyze/prof_common/__init__.py
+++ b/profiler/msprof_analyze/prof_common/__init__.py
@@ -11,4 +11,7 @@
 # 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.
\ No newline at end of file
+# limitations under the License.
+import os
+import sys
+sys.path.append(os.path.dirname(os.path.dirname(os.path.dirname(os.path.abspath(__file__)))))
\ No newline at end of file
diff --git a/profiler/msprof_analyze/prof_common/utils.py b/profiler/msprof_analyze/prof_common/utils.py
index 9cfb438770..7794d6f985 100644
--- a/profiler/msprof_analyze/prof_common/utils.py
+++ b/profiler/msprof_analyze/prof_common/utils.py
@@ -12,6 +12,13 @@
 # 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 sys
+import os
+
+sys.path.append(
+    os.path.join(os.path.dirname(os.path.dirname(os.path.dirname(os.path.abspath(__file__)))), "cluster_analyse"))
+sys.path.append(os.path.dirname(os.path.dirname(os.path.abspath(__file__))))
+
 import configparser
 import os
 from email.utils import parseaddr
diff --git a/profiler/msprof_analyze/test/ut/advisor/advisor_backend/cluster_advice/test_cluster_advice_base.py b/profiler/msprof_analyze/test/ut/advisor/advisor_backend/cluster_advice/test_cluster_advice_base.py
index c212396904..a86cd57af1 100644
--- a/profiler/msprof_analyze/test/ut/advisor/advisor_backend/cluster_advice/test_cluster_advice_base.py
+++ b/profiler/msprof_analyze/test/ut/advisor/advisor_backend/cluster_advice/test_cluster_advice_base.py
@@ -70,7 +70,8 @@ class TestClusterAdviceBase(unittest.TestCase):
 
     def test_cluster_analyze_normal(self):
         mock_inst = MockChildClusterAdvice(self.tmp_dir)
-        with mock.patch("advisor_backend.cluster_advice.cluster_advice_base.Interface") as mock_if:
+        with mock.patch("msprof_analyze.advisor.advisor_backend.cluster_advice."
+                        "cluster_advice_base.Interface") as mock_if:
             mock_if_inst = mock_if.return_value
             mock_if_inst.run = MagicMock(name="run")
             mock_inst.cluster_analyze()
@@ -79,7 +80,8 @@ class TestClusterAdviceBase(unittest.TestCase):
     def test_cluster_analyze_abnormal(self):
         mock_inst = MockChildClusterAdvice(self.tmp_dir)
         with self.assertRaises(ValueError):
-            with mock.patch("advisor_backend.cluster_advice.cluster_advice_base.Interface") as mock_if:
+            with mock.patch("msprof_analyze.advisor.advisor_backend.cluster_advice."
+                            "cluster_advice_base.Interface") as mock_if:
                 mock_if_inst = mock_if.return_value
                 mock_if_inst.run = mock.Mock(name="run", side_effect=Exception('Error!'))
                 mock_inst.cluster_analyze()
diff --git a/profiler/msprof_analyze/test/ut/advisor/common/test_enum_params_parser.py b/profiler/msprof_analyze/test/ut/advisor/common/test_enum_params_parser.py
index 8f50972e46..88edc9424c 100644
--- a/profiler/msprof_analyze/test/ut/advisor/common/test_enum_params_parser.py
+++ b/profiler/msprof_analyze/test/ut/advisor/common/test_enum_params_parser.py
@@ -1,3 +1,17 @@
+# Copyright (c) 2025, 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 unittest
 import sys
 import os
diff --git a/profiler/msprof_analyze/test/ut/cluster_analyse/cluster_data_preprocess/test_pytorch_data_preprocessor.py b/profiler/msprof_analyze/test/ut/cluster_analyse/cluster_data_preprocess/test_pytorch_data_preprocessor.py
index 523c5032d6..ee159cca79 100644
--- a/profiler/msprof_analyze/test/ut/cluster_analyse/cluster_data_preprocess/test_pytorch_data_preprocessor.py
+++ b/profiler/msprof_analyze/test/ut/cluster_analyse/cluster_data_preprocess/test_pytorch_data_preprocessor.py
@@ -59,7 +59,8 @@ class TestPytorchDataPreprocessor(unittest.TestCase):
 
     def test_get_data_map_given_cluster_files_expect_rank_12(self):
         check = PytorchDataPreprocessor(self.dirs)
-        with mock.patch("msprof_analyze.prof_common.file_manager.FileManager.read_json_file", return_value={}):
+        with mock.patch("msprof_analyze.prof_common.file_manager.FileManager.read_json_file",
+                        return_value={}):
             ret = check.get_data_map()
             self.assertIn(1, ret.keys())
             self.assertIn(2, ret.keys())
diff --git a/profiler/msprof_analyze/test/ut/cluster_analyse/communication_group/test_communication_group_generator.py b/profiler/msprof_analyze/test/ut/cluster_analyse/communication_group/test_communication_group_generator.py
index 743bf6fa6c..517327b811 100644
--- a/profiler/msprof_analyze/test/ut/cluster_analyse/communication_group/test_communication_group_generator.py
+++ b/profiler/msprof_analyze/test/ut/cluster_analyse/communication_group/test_communication_group_generator.py
@@ -32,7 +32,8 @@ class TestCommunicationGroupGenerator(unittest.TestCase):
         check.collective_group_dict = {
             'group1': {0}
         }
-        with mock.patch("msprof_analyze.prof_common.file_manager.FileManager.read_json_file", return_value=True):
+        with mock.patch("msprof_analyze.prof_common.file_manager.FileManager.read_json_file",
+                        return_value=True):
             check.generate_p2p_communication_group()
             ret = {0}
             self.assertEqual(ret, set(check.communication_group[Constant.P2P][0]))
@@ -43,7 +44,8 @@ class TestCommunicationGroupGenerator(unittest.TestCase):
             'group1': {1, 2, 3, 4},
             'group2': {5, 6, 7, 8},
         }
-        with mock.patch("msprof_analyze.prof_common.file_manager.FileManager.read_json_file", return_value=True):
+        with mock.patch("msprof_analyze.prof_common.file_manager.FileManager.read_json_file",
+                        return_value=True):
             check.generate_p2p_communication_group()
             ret_a = {1, 2, 3, 4}
             ret_b = {5, 6, 7, 8}
@@ -70,7 +72,8 @@ class TestCommunicationGroupGenerator(unittest.TestCase):
             'group15': {15, 13},
             'group16': {15, 14}
         }
-        with mock.patch("msprof_analyze.prof_common.file_manager.FileManager.read_json_file", return_value=True):
+        with mock.patch("msprof_analyze.prof_common.file_manager.FileManager.read_json_file",
+                        return_value=True):
             check.generate_p2p_communication_group()
             ret_a = {0, 1, 2, 3}
             ret_b = {4, 5, 6, 7}
@@ -101,7 +104,8 @@ class TestCommunicationGroupGenerator(unittest.TestCase):
             'group15': {12, 13, 14, 15},
             'group16': {12, 13, 14, 15}
         }
-        with mock.patch("msprof_analyze.prof_common.file_manager.FileManager.read_json_file", return_value=True):
+        with mock.patch("msprof_analyze.prof_common.file_manager.FileManager.read_json_file",
+                        return_value=True):
             check.generate_p2p_communication_group()
             ret_a = {0, 1, 2, 3, 4, 5, 6, 7}
             ret_b = {8, 9, 10, 11, 12, 13, 14, 15}
diff --git a/profiler/msprof_analyze/test/ut/compare_tools/compare_bean/test_memory_compare_bean.py b/profiler/msprof_analyze/test/ut/compare_tools/compare_bean/test_memory_compare_bean.py
index 5d8576872a..39efc1ac88 100644
--- a/profiler/msprof_analyze/test/ut/compare_tools/compare_bean/test_memory_compare_bean.py
+++ b/profiler/msprof_analyze/test/ut/compare_tools/compare_bean/test_memory_compare_bean.py
@@ -22,18 +22,21 @@ class TestMemoryCompareBean(unittest.TestCase):
 
     def test_row_when_valid_data(self):
         result = [2, self.name, None, None, 'add', 8, self.name, None, None, 'add', 8, 0, 1.0]
-        with patch("compare_backend.utils.tree_builder.TreeBuilder.get_total_memory", return_value=[MockMemory(8)]):
+        with patch("msprof_analyze.compare_tools.compare_backend.utils.tree_builder.TreeBuilder.get_total_memory",
+                   return_value=[MockMemory(8)]):
             mem = MemoryCompareBean(1, MockNode(self.name), MockNode(self.name))
             self.assertEqual(mem.row, result)
 
     def test_row_when_invalid_base_data(self):
         result = [2, None, None, None, "", 0, self.name, None, None, 'add', 8, 8, float("inf")]
-        with patch("compare_backend.utils.tree_builder.TreeBuilder.get_total_memory", return_value=[MockMemory(8)]):
+        with patch("msprof_analyze.compare_tools.compare_backend.utils.tree_builder.TreeBuilder.get_total_memory",
+                   return_value=[MockMemory(8)]):
             mem = MemoryCompareBean(1, None, MockNode(self.name))
             self.assertEqual(mem.row, result)
 
     def test_row_when_invalid_comparison_data(self):
         result = [2, self.name, None, None, 'add', 8, None, None, None, '', 0, -8, 0]
-        with patch("compare_backend.utils.tree_builder.TreeBuilder.get_total_memory", return_value=[MockMemory(8)]):
+        with patch("msprof_analyze.compare_tools.compare_backend.utils.tree_builder.TreeBuilder.get_total_memory",
+                   return_value=[MockMemory(8)]):
             mem = MemoryCompareBean(1, MockNode(self.name), None)
             self.assertEqual(mem.row, result)
diff --git a/profiler/msprof_analyze/test/ut/compare_tools/compare_bean/test_memory_statistic_bean.py b/profiler/msprof_analyze/test/ut/compare_tools/compare_bean/test_memory_statistic_bean.py
index ae55d07121..48a4f0096b 100644
--- a/profiler/msprof_analyze/test/ut/compare_tools/compare_bean/test_memory_statistic_bean.py
+++ b/profiler/msprof_analyze/test/ut/compare_tools/compare_bean/test_memory_statistic_bean.py
@@ -15,21 +15,21 @@ class TestMemoryStatisticBean(unittest.TestCase):
 
     def test_row_when_valid_data(self):
         result = [None, self.name, 8.0, 40.0, 2, 4.0, 20.0, 1, -20.0, 0.5]
-        with patch("compare_backend.utils.tree_builder.TreeBuilder.get_total_memory",
+        with patch("msprof_analyze.compare_tools.compare_backend.utils.tree_builder.TreeBuilder.get_total_memory",
                    return_value=[MockMemory(10240, 2000), MockMemory(10240, 2000)]):
             bean = MemoryStatisticBean(self.name, [1, 1], [1])
             self.assertEqual(bean.row, result)
 
     def test_row_when_invalid_base_data(self):
         result = [None, self.name, 0, 0, 0, 4.0, 20.0, 1, 20.0, float("inf")]
-        with patch("compare_backend.utils.tree_builder.TreeBuilder.get_total_memory",
+        with patch("msprof_analyze.compare_tools.compare_backend.utils.tree_builder.TreeBuilder.get_total_memory",
                    return_value=[MockMemory(10240, 2000), MockMemory(10240, 2000)]):
             bean = MemoryStatisticBean(self.name, [], [1])
             self.assertEqual(bean.row, result)
 
     def test_row_when_invalid_comparison_data(self):
         result = [None, self.name, 8.0, 40.0, 2, 0, 0, 0, -40.0, 0]
-        with patch("compare_backend.utils.tree_builder.TreeBuilder.get_total_memory",
+        with patch("msprof_analyze.compare_tools.compare_backend.utils.tree_builder.TreeBuilder.get_total_memory",
                    return_value=[MockMemory(10240, 2000), MockMemory(10240, 2000)]):
             bean = MemoryStatisticBean(self.name, [1, 1], [])
             self.assertEqual(bean.row, result)
diff --git a/profiler/msprof_analyze/test/ut/compare_tools/compare_bean/test_operator_compare_bean.py b/profiler/msprof_analyze/test/ut/compare_tools/compare_bean/test_operator_compare_bean.py
index cc58d61c6d..15099a5f54 100644
--- a/profiler/msprof_analyze/test/ut/compare_tools/compare_bean/test_operator_compare_bean.py
+++ b/profiler/msprof_analyze/test/ut/compare_tools/compare_bean/test_operator_compare_bean.py
@@ -22,18 +22,21 @@ class TestOperatorCompareBean(unittest.TestCase):
 
     def test_row_when_valid_data(self):
         result = [2, self.name, None, None, 'add', 8, self.name, None, None, 'add', 8, 0, 1.0]
-        with patch("compare_backend.utils.tree_builder.TreeBuilder.get_total_kernels", return_value=[MockKernel(8)]):
+        with patch("msprof_analyze.compare_tools.compare_backend.utils.tree_builder.TreeBuilder.get_total_kernels",
+                   return_value=[MockKernel(8)]):
             op = OperatorCompareBean(1, MockNode(self.name), MockNode(self.name))
             self.assertEqual(op.row, result)
 
     def test_row_when_invalid_base_data(self):
         result = [2, None, None, None, "", 0, self.name, None, None, 'add', 8, 8, float("inf")]
-        with patch("compare_backend.utils.tree_builder.TreeBuilder.get_total_kernels", return_value=[MockKernel(8)]):
+        with patch("msprof_analyze.compare_tools.compare_backend.utils.tree_builder.TreeBuilder.get_total_kernels",
+                   return_value=[MockKernel(8)]):
             op = OperatorCompareBean(1, None, MockNode(self.name))
             self.assertEqual(op.row, result)
 
     def test_row_when_invalid_comparison_data(self):
         result = [2, self.name, None, None, 'add', 8, None, None, None, '', 0, -8, 0]
-        with patch("compare_backend.utils.tree_builder.TreeBuilder.get_total_kernels", return_value=[MockKernel(8)]):
+        with patch("msprof_analyze.compare_tools.compare_backend.utils.tree_builder.TreeBuilder.get_total_kernels",
+                   return_value=[MockKernel(8)]):
             op = OperatorCompareBean(1, MockNode(self.name), None)
             self.assertEqual(op.row, result)
diff --git a/profiler/msprof_analyze/test/ut/compare_tools/compare_bean/test_operator_statistic_bean.py b/profiler/msprof_analyze/test/ut/compare_tools/compare_bean/test_operator_statistic_bean.py
index 9a4b70198e..5293d42846 100644
--- a/profiler/msprof_analyze/test/ut/compare_tools/compare_bean/test_operator_statistic_bean.py
+++ b/profiler/msprof_analyze/test/ut/compare_tools/compare_bean/test_operator_statistic_bean.py
@@ -14,21 +14,21 @@ class TestOperatorStatisticBean(unittest.TestCase):
 
     def test_row_when_valid_data(self):
         result = [None, self.name, 8.0, 2, 4.0, 1, -4.0, 0.5]
-        with patch("compare_backend.utils.tree_builder.TreeBuilder.get_total_kernels",
+        with patch("msprof_analyze.compare_tools.compare_backend.utils.tree_builder.TreeBuilder.get_total_kernels",
                    return_value=[MockKernel(2000), MockKernel(2000)]):
             bean = OperatorStatisticBean(self.name, [1, 1], [1])
             self.assertEqual(bean.row, result)
 
     def test_row_when_invalid_base_data(self):
         result = [None, self.name, 0, 0, 4.0, 1, 4.0, float("inf")]
-        with patch("compare_backend.utils.tree_builder.TreeBuilder.get_total_kernels",
+        with patch("msprof_analyze.compare_tools.compare_backend.utils.tree_builder.TreeBuilder.get_total_kernels",
                    return_value=[MockKernel(2000), MockKernel(2000)]):
             bean = OperatorStatisticBean(self.name, [], [1])
             self.assertEqual(bean.row, result)
 
     def test_row_when_invalid_comparison_data(self):
         result = [None, self.name, 8.0, 2, 0, 0, -8.0, 0]
-        with patch("compare_backend.utils.tree_builder.TreeBuilder.get_total_kernels",
+        with patch("msprof_analyze.compare_tools.compare_backend.utils.tree_builder.TreeBuilder.get_total_kernels",
                    return_value=[MockKernel(2000), MockKernel(2000)]):
             bean = OperatorStatisticBean(self.name, [1, 1], [])
             self.assertEqual(bean.row, result)
diff --git a/profiler/msprof_analyze/test/ut/compare_tools/profiling_parser/test_base_profiling_parser.py b/profiler/msprof_analyze/test/ut/compare_tools/profiling_parser/test_base_profiling_parser.py
index 9b8a53371b..de2ef0a468 100644
--- a/profiler/msprof_analyze/test/ut/compare_tools/profiling_parser/test_base_profiling_parser.py
+++ b/profiler/msprof_analyze/test/ut/compare_tools/profiling_parser/test_base_profiling_parser.py
@@ -103,55 +103,63 @@ class TestBaseProfilingParser(unittest.TestCase):
 
     def test_picking_torch_op_event(self):
         event = MockEvent(1, 2, 3)
-        with patch("compare_backend.profiling_parser.base_profiling_parser.BaseProfilingParser.__init__"):
+        with patch("msprof_analyze.compare_tools.compare_backend.profiling_parser."
+                   "base_profiling_parser.BaseProfilingParser.__init__"):
             parser = ProfilingParser()
             parser.init({}, {})
             self.assertTrue(parser._picking_torch_op_event(event))
 
     def test_picking_kernel_event(self):
         event = MockEvent(1, 2, 3)
-        with patch("compare_backend.profiling_parser.base_profiling_parser.BaseProfilingParser.__init__"):
+        with patch("msprof_analyze.compare_tools.compare_backend.profiling_parser."
+                   "base_profiling_parser.BaseProfilingParser.__init__"):
             parser = ProfilingParser()
             parser.init({}, {})
             self.assertTrue(parser._picking_kernel_event(event))
 
     def test_picking_flow_event(self):
         events = [MockEvent(1, 2, 3, "s"), MockEvent(1, 2, 3, "f")]
-        with patch("compare_backend.profiling_parser.base_profiling_parser.BaseProfilingParser.__init__"):
+        with patch("msprof_analyze.compare_tools.compare_backend.profiling_parser."
+                   "base_profiling_parser.BaseProfilingParser.__init__"):
             parser = ProfilingParser()
             parser.init({}, {})
             for event in events:
                 self.assertTrue(parser._picking_flow_event(event))
 
     def test_update_kernel_dict_when_valid_input(self):
-        with patch("compare_backend.profiling_parser.base_profiling_parser.BaseProfilingParser.__init__"):
+        with patch("msprof_analyze.compare_tools.compare_backend.profiling_parser."
+                   "base_profiling_parser.BaseProfilingParser.__init__"):
             parser = ProfilingParser()
             parser.init(self.flow_dict, self.all_kernels)
             parser._update_kernel_dict()
             self.assertEqual(len(parser._result_data.kernel_dict.get(12)), 2)
 
     def test_update_kernel_dict_when_without_kernels_return_null(self):
-        with patch("compare_backend.profiling_parser.base_profiling_parser.BaseProfilingParser.__init__"):
+        with patch("msprof_analyze.compare_tools.compare_backend.profiling_parser."
+                   "base_profiling_parser.BaseProfilingParser.__init__"):
             parser = ProfilingParser()
             parser.init(self.flow_dict, {})
             parser._update_kernel_dict()
             self.assertEqual(len(parser._result_data.kernel_dict), 0)
 
     def test_update_kernel_dict_when_without_flow_return_null(self):
-        with patch("compare_backend.profiling_parser.base_profiling_parser.BaseProfilingParser.__init__"):
+        with patch("msprof_analyze.compare_tools.compare_backend.profiling_parser."
+                   "base_profiling_parser.BaseProfilingParser.__init__"):
             parser = ProfilingParser()
             parser.init({}, self.all_kernels)
             parser._update_kernel_dict()
             self.assertEqual(len(parser._result_data.kernel_dict), 0)
 
     def test_check_result_data(self):
-        with patch("compare_backend.profiling_parser.base_profiling_parser.BaseProfilingParser.__init__"):
+        with patch("msprof_analyze.compare_tools.compare_backend.profiling_parser."
+                   "base_profiling_parser.BaseProfilingParser.__init__"):
             parser = ProfilingParser()
             parser.init(self.flow_dict, self.all_kernels)
             parser._check_result_data()
 
     def test_load_data_when_valid_input(self):
-        with patch("compare_backend.profiling_parser.base_profiling_parser.BaseProfilingParser.__init__"):
+        with patch("msprof_analyze.compare_tools.compare_backend.profiling_parser."
+                   "base_profiling_parser.BaseProfilingParser.__init__"):
             parser = ProfilingParser()
             parser.init(self.flow_dict, self.all_kernels)
             result_data = parser.load_data()
@@ -159,7 +167,8 @@ class TestBaseProfilingParser(unittest.TestCase):
 
     def test_update_communication_dict(self):
         result = {'allreduce': {'comm_list': [2.0], 'comm_task': {'notify_wait': [1.0]}}}
-        with patch("compare_backend.profiling_parser.base_profiling_parser.BaseProfilingParser.__init__"):
+        with patch("msprof_analyze.compare_tools.compare_backend.profiling_parser."
+                   "base_profiling_parser.BaseProfilingParser.__init__"):
             parser = ProfilingParser()
             parser.init({}, {})
             parser._comm_task_list = [TraceEventBean(event) for event in self.task_events]
diff --git a/profiler/msprof_analyze/test/ut/compare_tools/profiling_parser/test_gpu_profiling_parser.py b/profiler/msprof_analyze/test/ut/compare_tools/profiling_parser/test_gpu_profiling_parser.py
index 767e078bcc..9e4d76bf97 100644
--- a/profiler/msprof_analyze/test/ut/compare_tools/profiling_parser/test_gpu_profiling_parser.py
+++ b/profiler/msprof_analyze/test/ut/compare_tools/profiling_parser/test_gpu_profiling_parser.py
@@ -52,8 +52,10 @@ class TestGpuProfilingParser(unittest.TestCase):
     other_event = {"ph": "X", "name": "other", "pid": 1, "tid": 1, "ts": 6, "dur": 1}
 
     def test_update_memory_list_when_valid_input(self):
-        with patch("compare_backend.profiling_parser.base_profiling_parser.BaseProfilingParser.__init__"), \
-                patch("compare_backend.profiling_parser.gpu_profiling_parser.GPUProfilingParser.__init__",
+        with patch("msprof_analyze.compare_tools.compare_backend.profiling_parser."
+                   "base_profiling_parser.BaseProfilingParser.__init__"), \
+                patch("msprof_analyze.compare_tools.compare_backend.profiling_parser."
+                      "gpu_profiling_parser.GPUProfilingParser.__init__",
                       return_value=None):
             res = GPUProfilingParser({}, {})
             res._enable_memory_compare = True
@@ -64,8 +66,10 @@ class TestGpuProfilingParser(unittest.TestCase):
             self.assertEqual(res._result_data.memory_list[0].memory_details, ", (1, 2), [duration: 1.0], [size: 0.5]\n")
 
     def test_calculate_performance_time_when_valid_input(self):
-        with patch("compare_backend.profiling_parser.base_profiling_parser.BaseProfilingParser.__init__"), \
-                patch("compare_backend.profiling_parser.gpu_profiling_parser.GPUProfilingParser.__init__",
+        with patch("msprof_analyze.compare_tools.compare_backend.profiling_parser."
+                   "base_profiling_parser.BaseProfilingParser.__init__"), \
+                patch("msprof_analyze.compare_tools.compare_backend.profiling_parser."
+                      "gpu_profiling_parser.GPUProfilingParser.__init__",
                       return_value=None):
             res = GPUProfilingParser({}, {})
             res._profiling_type = "GPU"
@@ -90,8 +94,10 @@ class TestGpuProfilingParser(unittest.TestCase):
             self.assertEqual(res._result_data.overall_metrics.compute_time, 7)
 
     def test_picking_memory_event_when_valid_input(self):
-        with patch("compare_backend.profiling_parser.base_profiling_parser.BaseProfilingParser.__init__"), \
-                patch("compare_backend.profiling_parser.gpu_profiling_parser.GPUProfilingParser.__init__",
+        with patch("msprof_analyze.compare_tools.compare_backend.profiling_parser."
+                   "base_profiling_parser.BaseProfilingParser.__init__"), \
+                patch("msprof_analyze.compare_tools.compare_backend.profiling_parser."
+                      "gpu_profiling_parser.GPUProfilingParser.__init__",
                       return_value=None):
             res = GPUProfilingParser({}, {})
             res._memory_events = []
@@ -102,8 +108,10 @@ class TestGpuProfilingParser(unittest.TestCase):
 
     def test_is_torch_op_event_when_valid_input(self):
         event_list = [{"cat": "cpu_op"}, {"cat": "user_annotation"}, {"cat": "cuda_runtime"}, {"cat": "operator"}]
-        with patch("compare_backend.profiling_parser.base_profiling_parser.BaseProfilingParser.__init__"), \
-                patch("compare_backend.profiling_parser.gpu_profiling_parser.GPUProfilingParser.__init__",
+        with patch("msprof_analyze.compare_tools.compare_backend.profiling_parser."
+                   "base_profiling_parser.BaseProfilingParser.__init__"), \
+                patch("msprof_analyze.compare_tools.compare_backend.profiling_parser."
+                      "gpu_profiling_parser.GPUProfilingParser.__init__",
                       return_value=None):
             res = GPUProfilingParser({}, {})
             for event in event_list:
@@ -115,8 +123,10 @@ class TestGpuProfilingParser(unittest.TestCase):
     def test_is_kernel_event_when_valid_input(self):
         event_list1 = [{"cat": "kernel", "name": "matmul"}, {"cat": "kernel", "name": "nccl_reduce"}]
         event_list2 = [{"cat": "async", "name": "nccl_reduce"}, {"cat": "cpu_op", "name": "aten::to"}]
-        with patch("compare_backend.profiling_parser.base_profiling_parser.BaseProfilingParser.__init__"), \
-                patch("compare_backend.profiling_parser.gpu_profiling_parser.GPUProfilingParser.__init__",
+        with patch("msprof_analyze.compare_tools.compare_backend.profiling_parser."
+                   "base_profiling_parser.BaseProfilingParser.__init__"), \
+                patch("msprof_analyze.compare_tools.compare_backend.profiling_parser."
+                      "gpu_profiling_parser.GPUProfilingParser.__init__",
                       return_value=None):
             res = GPUProfilingParser({}, {})
             for event in event_list1:
@@ -127,8 +137,10 @@ class TestGpuProfilingParser(unittest.TestCase):
                 self.assertFalse(result)
 
     def test_is_flow_event_when_valid_input(self):
-        with patch("compare_backend.profiling_parser.base_profiling_parser.BaseProfilingParser.__init__"), \
-                patch("compare_backend.profiling_parser.gpu_profiling_parser.GPUProfilingParser.__init__",
+        with patch("msprof_analyze.compare_tools.compare_backend.profiling_parser."
+                   "base_profiling_parser.BaseProfilingParser.__init__"), \
+                patch("msprof_analyze.compare_tools.compare_backend.profiling_parser."
+                      "gpu_profiling_parser.GPUProfilingParser.__init__",
                       return_value=None):
             res = GPUProfilingParser({}, {})
             res._flow_cat = ("async_gpu",)
diff --git a/profiler/msprof_analyze/test/ut/compare_tools/profiling_parser/test_npu_profiling_parser.py b/profiler/msprof_analyze/test/ut/compare_tools/profiling_parser/test_npu_profiling_parser.py
index 07beb60698..8f33065c16 100644
--- a/profiler/msprof_analyze/test/ut/compare_tools/profiling_parser/test_npu_profiling_parser.py
+++ b/profiler/msprof_analyze/test/ut/compare_tools/profiling_parser/test_npu_profiling_parser.py
@@ -22,8 +22,10 @@ class TestNPUProfilingParser(unittest.TestCase):
                    {"ph": "M", "name": "thread_sort_index", "pid": 7, "tid": 3, "args": {"sort_index": 0}}]
 
     def test_update_memory_list_when_invalid_path(self):
-        with patch("compare_backend.profiling_parser.base_profiling_parser.BaseProfilingParser.__init__"), \
-                patch("compare_backend.profiling_parser.npu_profiling_parser.NPUProfilingParser.__init__",
+        with patch("msprof_analyze.compare_tools.compare_backend.profiling_parser."
+                   "base_profiling_parser.BaseProfilingParser.__init__"), \
+                patch("msprof_analyze.compare_tools.compare_backend.profiling_parser."
+                      "npu_profiling_parser.NPUProfilingParser.__init__",
                       return_value=None):
             res = NPUProfilingParser({}, {})
             res._operator_memory_path = ""
@@ -37,10 +39,13 @@ class TestNPUProfilingParser(unittest.TestCase):
             OperatorMemoryBean({"Name": "cann::add", "Size(KB)": 512, "Allocation Time(us)": 2, "Release Time(us)": 4}),
             OperatorMemoryBean(
                 {"Name": "aten::add", "Size(KB)": 512, "Allocation Time(us)": 7, "Release Time(us)": 10})]
-        with patch("compare_backend.profiling_parser.base_profiling_parser.BaseProfilingParser.__init__"), \
-                patch("compare_backend.profiling_parser.npu_profiling_parser.NPUProfilingParser.__init__",
+        with patch("msprof_analyze.compare_tools.compare_backend.profiling_parser."
+                   "base_profiling_parser.BaseProfilingParser.__init__"), \
+                patch("msprof_analyze.compare_tools.compare_backend.profiling_parser."
+                      "npu_profiling_parser.NPUProfilingParser.__init__",
                       return_value=None), \
-                patch("msprof_analyze.prof_common.file_manager.FileManager.read_csv_file", return_value=memory_data):
+                patch("msprof_analyze.prof_common.file_manager.FileManager.read_csv_file",
+                      return_value=memory_data):
             res = NPUProfilingParser({}, {})
             res._path_level=''
             res._operator_memory_path = ""
@@ -53,8 +58,10 @@ class TestNPUProfilingParser(unittest.TestCase):
             self.assertEqual(res._result_data.memory_list[0].duration, 2)
 
     def test_picking_hccl_event(self):
-        with patch("compare_backend.profiling_parser.base_profiling_parser.BaseProfilingParser.__init__"), \
-                patch("compare_backend.profiling_parser.npu_profiling_parser.NPUProfilingParser.__init__",
+        with patch("msprof_analyze.compare_tools.compare_backend.profiling_parser."
+                   "base_profiling_parser.BaseProfilingParser.__init__"), \
+                patch("msprof_analyze.compare_tools.compare_backend.profiling_parser."
+                      "npu_profiling_parser.NPUProfilingParser.__init__",
                       return_value=None):
             res = NPUProfilingParser({}, {})
             res._hccl_pid = 7
@@ -68,8 +75,10 @@ class TestNPUProfilingParser(unittest.TestCase):
             self.assertEqual(len(res._comm_list), 1)
 
     def test_picking_task_queue_data(self):
-        with patch("compare_backend.profiling_parser.base_profiling_parser.BaseProfilingParser.__init__"), \
-                patch("compare_backend.profiling_parser.npu_profiling_parser.NPUProfilingParser.__init__",
+        with patch("msprof_analyze.compare_tools.compare_backend.profiling_parser."
+                   "base_profiling_parser.BaseProfilingParser.__init__"), \
+                patch("msprof_analyze.compare_tools.compare_backend.profiling_parser."
+                      "npu_profiling_parser.NPUProfilingParser.__init__",
                       return_value=None):
             res = NPUProfilingParser({}, {})
             res._enqueue_dict = {}
@@ -84,8 +93,10 @@ class TestNPUProfilingParser(unittest.TestCase):
             self.assertEqual(len(res._dequeue_data), 1)
 
     def test_picking_overlap_analysis_data(self):
-        with patch("compare_backend.profiling_parser.base_profiling_parser.BaseProfilingParser.__init__"), \
-                patch("compare_backend.profiling_parser.npu_profiling_parser.NPUProfilingParser.__init__",
+        with patch("msprof_analyze.compare_tools.compare_backend.profiling_parser."
+                   "base_profiling_parser.BaseProfilingParser.__init__"), \
+                patch("msprof_analyze.compare_tools.compare_backend.profiling_parser."
+                      "npu_profiling_parser.NPUProfilingParser.__init__",
                       return_value=None):
             res = NPUProfilingParser({}, {})
             res._overlap_analysis = []
@@ -98,8 +109,10 @@ class TestNPUProfilingParser(unittest.TestCase):
                 self.assertFalse(result)
 
     def test_is_kernel_event(self):
-        with patch("compare_backend.profiling_parser.base_profiling_parser.BaseProfilingParser.__init__"), \
-                patch("compare_backend.profiling_parser.npu_profiling_parser.NPUProfilingParser.__init__",
+        with patch("msprof_analyze.compare_tools.compare_backend.profiling_parser."
+                   "base_profiling_parser.BaseProfilingParser.__init__"), \
+                patch("msprof_analyze.compare_tools.compare_backend.profiling_parser."
+                      "npu_profiling_parser.NPUProfilingParser.__init__",
                       return_value=None):
             res = NPUProfilingParser({}, {})
             res._kernel_pid = 5
@@ -108,27 +121,34 @@ class TestNPUProfilingParser(unittest.TestCase):
             self.assertFalse(res._is_kernel_event(TraceEventBean({"pid": 1, "ph": "x"})))
 
     def test_is_flow_event(self):
-        with patch("compare_backend.profiling_parser.base_profiling_parser.BaseProfilingParser.__init__"), \
-                patch("compare_backend.profiling_parser.npu_profiling_parser.NPUProfilingParser.__init__",
+        with patch("msprof_analyze.compare_tools.compare_backend.profiling_parser."
+                   "base_profiling_parser.BaseProfilingParser.__init__"), \
+                patch("msprof_analyze.compare_tools.compare_backend.profiling_parser."
+                      "npu_profiling_parser.NPUProfilingParser.__init__",
                       return_value=None):
             res = NPUProfilingParser({}, {})
             self.assertTrue(res._is_flow_event(TraceEventBean({"cat": "async_npu"})))
             self.assertFalse(res._is_flow_event(TraceEventBean({"cat": "async"})))
 
     def test_is_torch_op_event(self):
-        with patch("compare_backend.profiling_parser.base_profiling_parser.BaseProfilingParser.__init__"), \
-                patch("compare_backend.profiling_parser.npu_profiling_parser.NPUProfilingParser.__init__",
+        with patch("msprof_analyze.compare_tools.compare_backend.profiling_parser."
+                   "base_profiling_parser.BaseProfilingParser.__init__"), \
+                patch("msprof_analyze.compare_tools.compare_backend.profiling_parser."
+                      "npu_profiling_parser.NPUProfilingParser.__init__",
                       return_value=None):
             res = NPUProfilingParser({}, {})
             self.assertTrue(res._is_torch_op_event(TraceEventBean({"cat": "cpu_op"})))
             self.assertFalse(res._is_torch_op_event(TraceEventBean({"cat": "async"})))
 
     def test_filter_meta_id(self):
-        with patch("compare_backend.profiling_parser.base_profiling_parser.BaseProfilingParser.__init__"), \
-                patch("compare_backend.profiling_parser.npu_profiling_parser.NPUProfilingParser.__init__",
+        with patch("msprof_analyze.compare_tools.compare_backend.profiling_parser."
+                   "base_profiling_parser.BaseProfilingParser.__init__"), \
+                patch("msprof_analyze.compare_tools.compare_backend.profiling_parser."
+                      "npu_profiling_parser.NPUProfilingParser.__init__",
                       return_value=None), \
                 patch(
-                    "compare_backend.profiling_parser.npu_profiling_parser.BaseProfilingParser._trace_event_generator",
+                    "compare_backend.profiling_parser.npu_profiling_parser.BaseProfilingParser."
+                    "_trace_event_generator",
                     return_value=(TraceEventBean(event) for event in self.meta_events)):
             res = NPUProfilingParser({}, {})
             res._hccl_op_tid_list = []
diff --git a/profiler/msprof_analyze/test/ut/compare_tools/view/test_excel_view.py b/profiler/msprof_analyze/test/ut/compare_tools/view/test_excel_view.py
index cabc23877c..20357a886b 100644
--- a/profiler/msprof_analyze/test/ut/compare_tools/view/test_excel_view.py
+++ b/profiler/msprof_analyze/test/ut/compare_tools/view/test_excel_view.py
@@ -14,5 +14,6 @@ class TestExcelView(unittest.TestCase):
         os.remove(self.file_path)
 
     def test_generate_view(self):
-        with patch("compare_backend.view.work_sheet_creator.WorkSheetCreator.create_sheet"):
+        with patch("msprof_analyze.compare_tools.compare_backend.view.work_sheet_creator."
+                   "WorkSheetCreator.create_sheet"):
             ExcelView({"table1": {}, "table2": {}}, self.file_path, {}).generate_view()
-- 
Gitee


From fd6f32fa4a6551215c78e1dda21229db60d8cb21 Mon Sep 17 00:00:00 2001
From: hehongzhe <935062458@qq.com>
Date: Wed, 5 Feb 2025 22:12:56 +0800
Subject: [PATCH 6/7] merge

---
 .../cluster_prof_info_analysis.py             | 345 ------------------
 1 file changed, 345 deletions(-)
 delete mode 100644 profiler/msprof_analyze/cluster_analyse/cluster_kernels_analysis/cluster_prof_info_analysis.py

diff --git a/profiler/msprof_analyze/cluster_analyse/cluster_kernels_analysis/cluster_prof_info_analysis.py b/profiler/msprof_analyze/cluster_analyse/cluster_kernels_analysis/cluster_prof_info_analysis.py
deleted file mode 100644
index 78bf78ddfb..0000000000
--- a/profiler/msprof_analyze/cluster_analyse/cluster_kernels_analysis/cluster_prof_info_analysis.py
+++ /dev/null
@@ -1,345 +0,0 @@
-# Copyright (c) 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 sys
-import argparse
-import re
-import os
-import stat
-import warnings
-from pathlib import Path
-
-import pandas as pd
-import plotly.graph_objects as go
-from plotly.subplots import make_subplots
-from plotly.offline import plot
-
-from msprof_analyze.prof_common.logger import get_logger
-
-sys.path.append(os.path.dirname(os.path.dirname(os.path.dirname(os.path.dirname(os.path.abspath(__file__))))))
-sys.path.append(os.path.dirname(os.path.dirname(os.path.abspath(__file__))))
-
-from msprof_analyze.prof_common.path_manager import PathManager
-from msprof_analyze.prof_common.additional_args_manager import AdditionalArgsManager
-
-logger = get_logger()
-
-MAX_READ_FILE_BYTES = 64 * 1024 * 1024
-
-
-class FormDataProcessor:
-    def __init__(self, path, form_name):
-        self.form_name = form_name
-        self.files = self.get_files_with_prefix_recursive(path, form_name)
-
-    @staticmethod
-    def get_device_id(dir_path):
-        device_id = re.search(r'device_(\d+)', dir_path).group(1)
-        return device_id
-
-    @staticmethod
-    def get_node_id(dir_path):
-        node_id = re.search(r'node(\d+)', dir_path).group(1)
-        return int(node_id)
-
-    @staticmethod
-    def get_files_with_prefix_recursive(csv_path, match_str):
-        matched_ir_files = list(Path(csv_path).rglob(match_str))
-        if not matched_ir_files:
-            msg = f"Didn't find any file in folder {csv_path} that matches {match_str}"
-            raise RuntimeError(msg)
-        return [str(item) for item in matched_ir_files]
-
-    def read_summary_data(self, columns_to_keep):
-        # 存储所有合并后的数据
-        all_data = pd.DataFrame()
-        for f in self.files:
-            if "mindstudio_profiler_output" in f:
-                continue
-            # 判断csv文件大小
-            PathManager.check_file_size(f)
-            PathManager.check_path_readable(f)
-            # 读取CSV文件
-            df = pd.read_csv(f)
-            # 保留需要的列
-            try:
-                df = df[columns_to_keep]
-            except KeyError:
-                logger.info("%s文件没有所需的列，请确认profiling数据的正确性:\n,"
-                             "以下列可能不存在%s\n", f, columns_to_keep)
-                continue
-            # 从文件名提取设备ID
-            try:
-                df['device_id'] = self.get_device_id(f)
-            except Exception:
-                logger.info("文件 \"%s\" 的路径或者是文件夹名没有按照要求，请确保存在[device_]这一级文件夹,"
-                             "具体操作指导见readme\n", f)
-                continue
-            # 添加新列 "device_id"
-            try:
-                df['node_id'] = self.get_node_id(f)
-            except Exception:
-                logger.info("文件 \"%s\" 的路径或者是文件夹名没有按照要求，请确保存在[node*]这一级文件夹,"
-                             "具体操作指导见readme\n", f)
-                continue
-            # 将数据添加到最终的数据框中
-            all_data = pd.concat([all_data, df])
-        return all_data
-
-    def get_chip_type(self):
-        file = self.files[0]
-        PathManager.check_file_size(file)
-        PathManager.check_path_readable(file)
-        df = pd.read_csv(file)
-        if 'aiv_time(us)' in df.columns:
-            return "ASCEND_NEW"
-        return "ASCEND_OTHER"
-
-    def get_rank_num(self):
-        return len(self.files)
-
-
-# 表驱动，获取不同芯片类型不同交付件的所需的列
-class ViewInfoManager:
-    def __init__(self, chip_type):
-        self.chip_type = chip_type
-        self.op_summary_columns_dict = {}
-        self.set_op_summary_columns_params()
-
-    def set_op_summary_columns_params(self):
-        # 有些数据除了用表格的列进行分组之外，还添加了其他属性对数据进行分类，这部分数据放在extend_attr_to_group里面
-        self.op_summary_columns_dict = {
-            'ASCEND_NEW': {
-                'TimeToCsvAnalyzer':
-                    {'columns_to_group': ["Op Name", "Input Shapes", "Input Data Types", "Output Shapes"],
-                     'extend_attr_to_group': ["device_id", "node_id"],
-                     'columns_to_view': ["Task Duration(us)"],
-                     'calculate_fun': ['mean', 'var', 'max', 'min']
-                     },
-                'StatisticalInfoToHtmlAnalyzer':
-                    {'columns_to_group': ["Op Name", "Input Shapes", "Input Data Types", "Output Shapes"],
-                     "columns_to_view": ["Task Duration(us)", "aiv_time(us)", "aiv_vec_ratio",
-                                         "aiv_scalar_ratio", "aiv_mte2_ratio", "aiv_mte3_ratio",
-                                         "aicore_time(us)", "aic_mac_ratio", "aic_scalar_ratio",
-                                         "aic_mte1_ratio", "aic_mte2_ratio", "aic_fixpipe_ratio"
-                                         ],
-                     'calculate_fun': ['mean', 'var', 'max', 'min']
-                     }
-            },
-            'ASCEND_OTHER': {
-                'TimeToCsvAnalyzer':
-                    {'columns_to_group': ["Op Name", "Input Shapes", "Input Data Types", "Output Shapes"],
-                     'extend_attr_to_group': ["device_id", "node_id"],
-                     "columns_to_view": ["Task Duration(us)"],
-                     'calculate_fun': ['mean', 'var', 'max', 'min']
-                     },
-                'StatisticalInfoToHtmlAnalyzer':
-                    {'columns_to_group': ["Op Name", "Input Shapes", "Input Data Types", "Output Shapes"],
-                     "columns_to_view": ["aicore_time(us)", "Task Duration(us)", "mac_ratio", "vec_ratio",
-                                         "scalar_ratio", "mte1_ratio", "mte2_ratio", "mte3_ratio"],
-                     'calculate_fun': ['mean', 'var', 'max', 'min']
-                     }
-            }
-        }
-
-    def get_columns_info(self, analyzer_type):
-        return self.op_summary_columns_dict.get(self.chip_type, {}).get(analyzer_type)
-
-
-class OpSummaryAnalyzerBase:
-    def __init__(self, chip_type, analyzer_type, dir_path):
-        self.chip_type = chip_type
-        view_info = ViewInfoManager(chip_type).get_columns_info(analyzer_type)
-        self.columns_to_view = view_info['columns_to_view']
-        self.calculate_fun = view_info['calculate_fun']
-        self.columns_to_group = view_info['columns_to_group']
-        self.attrs_to_group = self.columns_to_group.copy()
-        if 'extend_attr_to_group' in view_info:
-            extend_attr_to_group = view_info['extend_attr_to_group']
-            self.attrs_to_group.extend(extend_attr_to_group)
-        # 创建结果文件
-        self.result_dir = os.path.join(dir_path, "result")
-        PathManager.check_path_length(self.result_dir)
-        PathManager.remove_path_safety(self.result_dir)
-        PathManager.check_path_writeable(dir_path)
-        PathManager.make_dir_safety(self.result_dir)
-        PathManager.check_path_writeable(self.result_dir)
-
-    @staticmethod
-    def on_rm_error(func, path, exc_info):
-        # path contains the path of the file that couldn't be removed
-        # let's just assume that it's read-only and unlink it.
-        os.chmod(path, stat.S_IWRITE)
-        os.unlink(path)
-
-    def get_columns_to_group(self):
-        return self.columns_to_group
-
-    def get_columns_to_view(self):
-        return self.columns_to_view
-
-    def calculate_view_data(self, summary_data):
-        # 存储所有合并后的数据
-        calculate_dict = {self.columns_to_view[i]: self.calculate_fun for i in range(len(self.columns_to_view))}
-        view_data = summary_data.groupby(self.attrs_to_group).agg(calculate_dict).reset_index()
-        return view_data
-
-
-class TimeToCsvAnalyzer(OpSummaryAnalyzerBase):
-    def __init__(self, chip_type, dir_path):
-        super().__init__(chip_type, "TimeToCsvAnalyzer", dir_path)
-
-    def generate_deliverable(self, summary_data, rank_num):
-        view_data = self.calculate_view_data(summary_data)
-        # 规范化列名
-        view_data.columns = [''.join(col) if col[1] == "" else '_'.join(col) for col in view_data.columns]
-        try:
-            for column in self.columns_to_view:
-                view_data[column + '_range'] = view_data[column + '_max'] - view_data[column + '_min']
-        except Exception as e:
-            raise RuntimeError("Invalid view data!") from e
-        save_path = os.path.join(self.result_dir, "cluster_duration_time_analysis.csv")
-        PathManager.check_path_length(save_path)
-        view_data.to_csv(save_path, index=False)
-        # 该文件权限设置为只读权限，不允许修改
-        os.chmod(save_path, stat.S_IROTH)
-        return view_data
-
-
-class StatisticalInfoToHtmlAnalyzer(OpSummaryAnalyzerBase):
-    def __init__(self, chip_type, top_n, dir_path):
-        super().__init__(chip_type, "StatisticalInfoToHtmlAnalyzer", dir_path)
-        self.top_n = top_n
-        # top_n 如果不符合要求，报警告
-
-    def generate_deliverable(self, summary_data, rank_num):
-        view_data = self.calculate_view_data(summary_data)
-        # 规范化列名 op_name/ --> op_name   time/var 这种不变
-        view_data.columns = [''.join(col) if col[1] == "" else col for col in view_data.columns]
-
-        # 对使用到的变量进行初始设置
-        self.top_n = min(max(self.top_n, 1), len(view_data))
-        top_n_data = view_data.sort_values(("Task Duration(us)", 'var'), ascending=False).head(self.top_n)
-
-        for column in self.columns_to_view:
-            # 分别给每一种特性画图
-            self.draw_plotly(column, summary_data, top_n_data, rank_num)
-
-    def draw_plotly(self, column, summary_data, top_n_data, rank_num):
-        col_num = self.get_cal_num(rank_num)
-        row_num = self.top_n // col_num if self.top_n % col_num == 0 else (self.top_n + 1) // col_num
-        fig = make_subplots(rows=row_num, cols=col_num, vertical_spacing=0.03)
-        for i, (_, operation) in enumerate(top_n_data.iterrows()):
-            op_data = summary_data[(summary_data["Op Name"] == operation["Op Name"]) &
-                                   (summary_data["Input Shapes"] == operation["Input Shapes"]) &
-                                   (summary_data["Input Data Types"] == operation["Input Data Types"])]
-            op_data = op_data.sort_values(by=["node_id", "device_id"])
-            node_ids = op_data['node_id'].unique()
-            device_ids = op_data['device_id'].unique()
-
-            for node_id in node_ids:
-                for device_id in device_ids:
-                    draw_data = op_data[(op_data['node_id'] == node_id) & (op_data['device_id'] == device_id)]
-                    fig.add_trace(go.Box(y=draw_data[column],
-                                         name=f'{node_id}_{device_id}',
-                                         marker_color='green', showlegend=False), (i // col_num) + 1, (i % col_num) + 1)
-
-            fig.update_xaxes(title_text=f'{operation["Op Name"]}-{operation["Input Shapes"]}', row=(i // col_num) + 1,
-                             col=(i % col_num) + 1)
-        fig.update_layout(margin=dict(l=20, r=20, t=20, b=20),
-                          height=int(500 * row_num),
-                          width=int(rank_num * 100 * col_num),
-                          title_text="Op Performance Comparison")
-        save_plot_path = os.path.join(self.result_dir, column + "_Info.html")
-        PathManager.check_path_length(save_plot_path)
-        plot(fig, filename=save_plot_path)
-        # 该文件权限设置为只读权限，不允许修改
-        os.chmod(save_plot_path, stat.S_IROTH)
-
-    def get_cal_num(self, rank_num):
-        # 计算每行应该画多少个子图
-        if rank_num <= 16:
-            return 2
-        else:
-            return 1
-
-
-class DeliverableGenerator:
-    def __init__(self, params):
-        self.dirs = params.get('dir')
-        self.form_process = FormDataProcessor(self.dirs, 'op_summary*.csv')
-        self.analyzers = []
-        self.columns_to_keep = []
-        self.set_analyzers(params)
-        self.set_columns_to_keep()
-
-    def run(self):
-        summary_data = self.form_process.read_summary_data(self.columns_to_keep)
-        # 判断summarydata 数据是否为空，如果是空， 说明所有csv读取数据都失败了
-        if summary_data.empty:
-            logger.info("没有符合要求的csv表格数据，请排查您的PROFILING数据")
-            return
-        rank_num = self.form_process.get_rank_num()
-        for analyzer in self.analyzers:
-            analyzer.generate_deliverable(summary_data, rank_num)
-
-    def set_analyzers(self, params):
-        chip_type = self.form_process.get_chip_type()
-        # 判断该路径是不是软链接，并修改为绝对路径
-        if os.path.islink(params.get('dir')):
-            logger.info("The file: \"%s\" is link. Please check the path.", params.get('dir'))
-            return
-        prof_path = os.path.abspath(params.get('dir'))
-        PathManager.input_path_common_check(prof_path)
-        if params.get('type') == "all":
-            self.analyzers = [TimeToCsvAnalyzer(chip_type, prof_path),
-                              StatisticalInfoToHtmlAnalyzer(chip_type, params.get("top_n"), prof_path)]
-        elif params.get('type') == "html":
-            self.analyzers = [StatisticalInfoToHtmlAnalyzer(chip_type, params.get("top_n"), prof_path)]
-        elif params.get('type') == "csv":
-            self.analyzers = [TimeToCsvAnalyzer(chip_type, prof_path)]
-        else:
-            warnings.warn("参数错误，请输入 all html csv 这三种类型")  # 发出一个警告信息
-
-
-    def set_columns_to_keep(self):
-        columns_to_keep = []
-        for analyzer in self.analyzers:
-            columns_to_keep.extend(analyzer.get_columns_to_group())
-            columns_to_keep.extend(analyzer.get_columns_to_view())
-        self.columns_to_keep = list(set(columns_to_keep))
-
-
-def main():
-    # 解析命令行参数
-    parser = argparse.ArgumentParser()
-    parser.add_argument("--dir", "-d", default=None, help="root dir of PROF_* data")
-    parser.add_argument("--top_n", "-n", default=10, help="how many operators to show", type=int)
-    parser.add_argument("--type", "-t", default='html', help="compare ratio or aicore-time", type=str)
-    parser.add_argument("--force", action='store_true',
-                        help="Indicates whether to skip file size verification and owner verification")
-    args = parser.parse_args()
-    params = {
-        "dir": args.dir,
-        "top_n": args.top_n,
-        "type": args.type,
-        "force": args.force
-    }
-    AdditionalArgsManager().init(params)
-    deviverable_gen = DeliverableGenerator(params)
-    deviverable_gen.run()
-
-if __name__ == "__main__":
-    main()
-- 
Gitee


From b8ffa3efecc665df4b072058fa61d8d16850bdf2 Mon Sep 17 00:00:00 2001
From: hehongzhe <935062458@qq.com>
Date: Wed, 5 Feb 2025 22:18:30 +0800
Subject: [PATCH 7/7] add file

---
 .../cluster_advice/cluster_pipeline_advice.py |   2 +-
 .../cluster_prof_info_analysis.py             | 345 ++++++++++++++++++
 .../test_cluster_pipeline_advice.py           |   3 +-
 .../test_operator_statistic_comparator.py     |   3 +-
 4 files changed, 350 insertions(+), 3 deletions(-)
 create mode 100644 profiler/msprof_analyze/cluster_analyse/cluster_kernels_analysis/cluster_prof_info_analysis.py

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 25436cfb5b..8db0f6fba4 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
@@ -27,11 +27,11 @@ from typing import Optional
 from typing import Tuple
 
 from msprof_analyze.advisor.advisor_backend.cluster_advice.cluster_advice_base import ClusterAdviceBase
-from cluster_data_preprocess.pytorch_data_preprocessor import PytorchDataPreprocessor
 from msprof_analyze.advisor.advisor_backend.common_func_advisor.constant import Constant
 from msprof_analyze.advisor.advisor_backend.common_func_advisor.trace_view_preprocessor import FineTraceViewData
 from msprof_analyze.advisor.advisor_backend.common_func_advisor.trace_view_preprocessor import TraceViewPreProcessor
 from msprof_analyze.advisor.advisor_backend.logger import Logger
+from msprof_analyze.cluster_analyse.cluster_data_preprocess.pytorch_data_preprocessor import PytorchDataPreprocessor
 from msprof_analyze.prof_common.file_manager import FileManager
 
 logger = Logger()
diff --git a/profiler/msprof_analyze/cluster_analyse/cluster_kernels_analysis/cluster_prof_info_analysis.py b/profiler/msprof_analyze/cluster_analyse/cluster_kernels_analysis/cluster_prof_info_analysis.py
new file mode 100644
index 0000000000..78bf78ddfb
--- /dev/null
+++ b/profiler/msprof_analyze/cluster_analyse/cluster_kernels_analysis/cluster_prof_info_analysis.py
@@ -0,0 +1,345 @@
+# Copyright (c) 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 sys
+import argparse
+import re
+import os
+import stat
+import warnings
+from pathlib import Path
+
+import pandas as pd
+import plotly.graph_objects as go
+from plotly.subplots import make_subplots
+from plotly.offline import plot
+
+from msprof_analyze.prof_common.logger import get_logger
+
+sys.path.append(os.path.dirname(os.path.dirname(os.path.dirname(os.path.dirname(os.path.abspath(__file__))))))
+sys.path.append(os.path.dirname(os.path.dirname(os.path.abspath(__file__))))
+
+from msprof_analyze.prof_common.path_manager import PathManager
+from msprof_analyze.prof_common.additional_args_manager import AdditionalArgsManager
+
+logger = get_logger()
+
+MAX_READ_FILE_BYTES = 64 * 1024 * 1024
+
+
+class FormDataProcessor:
+    def __init__(self, path, form_name):
+        self.form_name = form_name
+        self.files = self.get_files_with_prefix_recursive(path, form_name)
+
+    @staticmethod
+    def get_device_id(dir_path):
+        device_id = re.search(r'device_(\d+)', dir_path).group(1)
+        return device_id
+
+    @staticmethod
+    def get_node_id(dir_path):
+        node_id = re.search(r'node(\d+)', dir_path).group(1)
+        return int(node_id)
+
+    @staticmethod
+    def get_files_with_prefix_recursive(csv_path, match_str):
+        matched_ir_files = list(Path(csv_path).rglob(match_str))
+        if not matched_ir_files:
+            msg = f"Didn't find any file in folder {csv_path} that matches {match_str}"
+            raise RuntimeError(msg)
+        return [str(item) for item in matched_ir_files]
+
+    def read_summary_data(self, columns_to_keep):
+        # 存储所有合并后的数据
+        all_data = pd.DataFrame()
+        for f in self.files:
+            if "mindstudio_profiler_output" in f:
+                continue
+            # 判断csv文件大小
+            PathManager.check_file_size(f)
+            PathManager.check_path_readable(f)
+            # 读取CSV文件
+            df = pd.read_csv(f)
+            # 保留需要的列
+            try:
+                df = df[columns_to_keep]
+            except KeyError:
+                logger.info("%s文件没有所需的列，请确认profiling数据的正确性:\n,"
+                             "以下列可能不存在%s\n", f, columns_to_keep)
+                continue
+            # 从文件名提取设备ID
+            try:
+                df['device_id'] = self.get_device_id(f)
+            except Exception:
+                logger.info("文件 \"%s\" 的路径或者是文件夹名没有按照要求，请确保存在[device_]这一级文件夹,"
+                             "具体操作指导见readme\n", f)
+                continue
+            # 添加新列 "device_id"
+            try:
+                df['node_id'] = self.get_node_id(f)
+            except Exception:
+                logger.info("文件 \"%s\" 的路径或者是文件夹名没有按照要求，请确保存在[node*]这一级文件夹,"
+                             "具体操作指导见readme\n", f)
+                continue
+            # 将数据添加到最终的数据框中
+            all_data = pd.concat([all_data, df])
+        return all_data
+
+    def get_chip_type(self):
+        file = self.files[0]
+        PathManager.check_file_size(file)
+        PathManager.check_path_readable(file)
+        df = pd.read_csv(file)
+        if 'aiv_time(us)' in df.columns:
+            return "ASCEND_NEW"
+        return "ASCEND_OTHER"
+
+    def get_rank_num(self):
+        return len(self.files)
+
+
+# 表驱动，获取不同芯片类型不同交付件的所需的列
+class ViewInfoManager:
+    def __init__(self, chip_type):
+        self.chip_type = chip_type
+        self.op_summary_columns_dict = {}
+        self.set_op_summary_columns_params()
+
+    def set_op_summary_columns_params(self):
+        # 有些数据除了用表格的列进行分组之外，还添加了其他属性对数据进行分类，这部分数据放在extend_attr_to_group里面
+        self.op_summary_columns_dict = {
+            'ASCEND_NEW': {
+                'TimeToCsvAnalyzer':
+                    {'columns_to_group': ["Op Name", "Input Shapes", "Input Data Types", "Output Shapes"],
+                     'extend_attr_to_group': ["device_id", "node_id"],
+                     'columns_to_view': ["Task Duration(us)"],
+                     'calculate_fun': ['mean', 'var', 'max', 'min']
+                     },
+                'StatisticalInfoToHtmlAnalyzer':
+                    {'columns_to_group': ["Op Name", "Input Shapes", "Input Data Types", "Output Shapes"],
+                     "columns_to_view": ["Task Duration(us)", "aiv_time(us)", "aiv_vec_ratio",
+                                         "aiv_scalar_ratio", "aiv_mte2_ratio", "aiv_mte3_ratio",
+                                         "aicore_time(us)", "aic_mac_ratio", "aic_scalar_ratio",
+                                         "aic_mte1_ratio", "aic_mte2_ratio", "aic_fixpipe_ratio"
+                                         ],
+                     'calculate_fun': ['mean', 'var', 'max', 'min']
+                     }
+            },
+            'ASCEND_OTHER': {
+                'TimeToCsvAnalyzer':
+                    {'columns_to_group': ["Op Name", "Input Shapes", "Input Data Types", "Output Shapes"],
+                     'extend_attr_to_group': ["device_id", "node_id"],
+                     "columns_to_view": ["Task Duration(us)"],
+                     'calculate_fun': ['mean', 'var', 'max', 'min']
+                     },
+                'StatisticalInfoToHtmlAnalyzer':
+                    {'columns_to_group': ["Op Name", "Input Shapes", "Input Data Types", "Output Shapes"],
+                     "columns_to_view": ["aicore_time(us)", "Task Duration(us)", "mac_ratio", "vec_ratio",
+                                         "scalar_ratio", "mte1_ratio", "mte2_ratio", "mte3_ratio"],
+                     'calculate_fun': ['mean', 'var', 'max', 'min']
+                     }
+            }
+        }
+
+    def get_columns_info(self, analyzer_type):
+        return self.op_summary_columns_dict.get(self.chip_type, {}).get(analyzer_type)
+
+
+class OpSummaryAnalyzerBase:
+    def __init__(self, chip_type, analyzer_type, dir_path):
+        self.chip_type = chip_type
+        view_info = ViewInfoManager(chip_type).get_columns_info(analyzer_type)
+        self.columns_to_view = view_info['columns_to_view']
+        self.calculate_fun = view_info['calculate_fun']
+        self.columns_to_group = view_info['columns_to_group']
+        self.attrs_to_group = self.columns_to_group.copy()
+        if 'extend_attr_to_group' in view_info:
+            extend_attr_to_group = view_info['extend_attr_to_group']
+            self.attrs_to_group.extend(extend_attr_to_group)
+        # 创建结果文件
+        self.result_dir = os.path.join(dir_path, "result")
+        PathManager.check_path_length(self.result_dir)
+        PathManager.remove_path_safety(self.result_dir)
+        PathManager.check_path_writeable(dir_path)
+        PathManager.make_dir_safety(self.result_dir)
+        PathManager.check_path_writeable(self.result_dir)
+
+    @staticmethod
+    def on_rm_error(func, path, exc_info):
+        # path contains the path of the file that couldn't be removed
+        # let's just assume that it's read-only and unlink it.
+        os.chmod(path, stat.S_IWRITE)
+        os.unlink(path)
+
+    def get_columns_to_group(self):
+        return self.columns_to_group
+
+    def get_columns_to_view(self):
+        return self.columns_to_view
+
+    def calculate_view_data(self, summary_data):
+        # 存储所有合并后的数据
+        calculate_dict = {self.columns_to_view[i]: self.calculate_fun for i in range(len(self.columns_to_view))}
+        view_data = summary_data.groupby(self.attrs_to_group).agg(calculate_dict).reset_index()
+        return view_data
+
+
+class TimeToCsvAnalyzer(OpSummaryAnalyzerBase):
+    def __init__(self, chip_type, dir_path):
+        super().__init__(chip_type, "TimeToCsvAnalyzer", dir_path)
+
+    def generate_deliverable(self, summary_data, rank_num):
+        view_data = self.calculate_view_data(summary_data)
+        # 规范化列名
+        view_data.columns = [''.join(col) if col[1] == "" else '_'.join(col) for col in view_data.columns]
+        try:
+            for column in self.columns_to_view:
+                view_data[column + '_range'] = view_data[column + '_max'] - view_data[column + '_min']
+        except Exception as e:
+            raise RuntimeError("Invalid view data!") from e
+        save_path = os.path.join(self.result_dir, "cluster_duration_time_analysis.csv")
+        PathManager.check_path_length(save_path)
+        view_data.to_csv(save_path, index=False)
+        # 该文件权限设置为只读权限，不允许修改
+        os.chmod(save_path, stat.S_IROTH)
+        return view_data
+
+
+class StatisticalInfoToHtmlAnalyzer(OpSummaryAnalyzerBase):
+    def __init__(self, chip_type, top_n, dir_path):
+        super().__init__(chip_type, "StatisticalInfoToHtmlAnalyzer", dir_path)
+        self.top_n = top_n
+        # top_n 如果不符合要求，报警告
+
+    def generate_deliverable(self, summary_data, rank_num):
+        view_data = self.calculate_view_data(summary_data)
+        # 规范化列名 op_name/ --> op_name   time/var 这种不变
+        view_data.columns = [''.join(col) if col[1] == "" else col for col in view_data.columns]
+
+        # 对使用到的变量进行初始设置
+        self.top_n = min(max(self.top_n, 1), len(view_data))
+        top_n_data = view_data.sort_values(("Task Duration(us)", 'var'), ascending=False).head(self.top_n)
+
+        for column in self.columns_to_view:
+            # 分别给每一种特性画图
+            self.draw_plotly(column, summary_data, top_n_data, rank_num)
+
+    def draw_plotly(self, column, summary_data, top_n_data, rank_num):
+        col_num = self.get_cal_num(rank_num)
+        row_num = self.top_n // col_num if self.top_n % col_num == 0 else (self.top_n + 1) // col_num
+        fig = make_subplots(rows=row_num, cols=col_num, vertical_spacing=0.03)
+        for i, (_, operation) in enumerate(top_n_data.iterrows()):
+            op_data = summary_data[(summary_data["Op Name"] == operation["Op Name"]) &
+                                   (summary_data["Input Shapes"] == operation["Input Shapes"]) &
+                                   (summary_data["Input Data Types"] == operation["Input Data Types"])]
+            op_data = op_data.sort_values(by=["node_id", "device_id"])
+            node_ids = op_data['node_id'].unique()
+            device_ids = op_data['device_id'].unique()
+
+            for node_id in node_ids:
+                for device_id in device_ids:
+                    draw_data = op_data[(op_data['node_id'] == node_id) & (op_data['device_id'] == device_id)]
+                    fig.add_trace(go.Box(y=draw_data[column],
+                                         name=f'{node_id}_{device_id}',
+                                         marker_color='green', showlegend=False), (i // col_num) + 1, (i % col_num) + 1)
+
+            fig.update_xaxes(title_text=f'{operation["Op Name"]}-{operation["Input Shapes"]}', row=(i // col_num) + 1,
+                             col=(i % col_num) + 1)
+        fig.update_layout(margin=dict(l=20, r=20, t=20, b=20),
+                          height=int(500 * row_num),
+                          width=int(rank_num * 100 * col_num),
+                          title_text="Op Performance Comparison")
+        save_plot_path = os.path.join(self.result_dir, column + "_Info.html")
+        PathManager.check_path_length(save_plot_path)
+        plot(fig, filename=save_plot_path)
+        # 该文件权限设置为只读权限，不允许修改
+        os.chmod(save_plot_path, stat.S_IROTH)
+
+    def get_cal_num(self, rank_num):
+        # 计算每行应该画多少个子图
+        if rank_num <= 16:
+            return 2
+        else:
+            return 1
+
+
+class DeliverableGenerator:
+    def __init__(self, params):
+        self.dirs = params.get('dir')
+        self.form_process = FormDataProcessor(self.dirs, 'op_summary*.csv')
+        self.analyzers = []
+        self.columns_to_keep = []
+        self.set_analyzers(params)
+        self.set_columns_to_keep()
+
+    def run(self):
+        summary_data = self.form_process.read_summary_data(self.columns_to_keep)
+        # 判断summarydata 数据是否为空，如果是空， 说明所有csv读取数据都失败了
+        if summary_data.empty:
+            logger.info("没有符合要求的csv表格数据，请排查您的PROFILING数据")
+            return
+        rank_num = self.form_process.get_rank_num()
+        for analyzer in self.analyzers:
+            analyzer.generate_deliverable(summary_data, rank_num)
+
+    def set_analyzers(self, params):
+        chip_type = self.form_process.get_chip_type()
+        # 判断该路径是不是软链接，并修改为绝对路径
+        if os.path.islink(params.get('dir')):
+            logger.info("The file: \"%s\" is link. Please check the path.", params.get('dir'))
+            return
+        prof_path = os.path.abspath(params.get('dir'))
+        PathManager.input_path_common_check(prof_path)
+        if params.get('type') == "all":
+            self.analyzers = [TimeToCsvAnalyzer(chip_type, prof_path),
+                              StatisticalInfoToHtmlAnalyzer(chip_type, params.get("top_n"), prof_path)]
+        elif params.get('type') == "html":
+            self.analyzers = [StatisticalInfoToHtmlAnalyzer(chip_type, params.get("top_n"), prof_path)]
+        elif params.get('type') == "csv":
+            self.analyzers = [TimeToCsvAnalyzer(chip_type, prof_path)]
+        else:
+            warnings.warn("参数错误，请输入 all html csv 这三种类型")  # 发出一个警告信息
+
+
+    def set_columns_to_keep(self):
+        columns_to_keep = []
+        for analyzer in self.analyzers:
+            columns_to_keep.extend(analyzer.get_columns_to_group())
+            columns_to_keep.extend(analyzer.get_columns_to_view())
+        self.columns_to_keep = list(set(columns_to_keep))
+
+
+def main():
+    # 解析命令行参数
+    parser = argparse.ArgumentParser()
+    parser.add_argument("--dir", "-d", default=None, help="root dir of PROF_* data")
+    parser.add_argument("--top_n", "-n", default=10, help="how many operators to show", type=int)
+    parser.add_argument("--type", "-t", default='html', help="compare ratio or aicore-time", type=str)
+    parser.add_argument("--force", action='store_true',
+                        help="Indicates whether to skip file size verification and owner verification")
+    args = parser.parse_args()
+    params = {
+        "dir": args.dir,
+        "top_n": args.top_n,
+        "type": args.type,
+        "force": args.force
+    }
+    AdditionalArgsManager().init(params)
+    deviverable_gen = DeliverableGenerator(params)
+    deviverable_gen.run()
+
+if __name__ == "__main__":
+    main()
diff --git a/profiler/msprof_analyze/test/ut/advisor/advisor_backend/cluster_advice/test_cluster_pipeline_advice.py b/profiler/msprof_analyze/test/ut/advisor/advisor_backend/cluster_advice/test_cluster_pipeline_advice.py
index 31992c4148..8f6d2a6a50 100644
--- a/profiler/msprof_analyze/test/ut/advisor/advisor_backend/cluster_advice/test_cluster_pipeline_advice.py
+++ b/profiler/msprof_analyze/test/ut/advisor/advisor_backend/cluster_advice/test_cluster_pipeline_advice.py
@@ -119,7 +119,8 @@ class TestClusterPipelineAdvice(unittest.TestCase):
         bp_op2 = {"ph": "X", "name": "autogard::add", "ts": str(2000000000 - 100), "dur": 2000, "tid": 3, "pid": 1,
                   "args": {}}
         res_bp_ops = [(bp_op1, bp_op2)]
-        with mock.patch('advisor_backend.cluster_advice.cluster_pipeline_advice.ClusterPipelineAdvice.double_queue_pop',
+        with mock.patch('msprof_analyze.advisor.advisor_backend.cluster_advice.cluster_pipeline_advice.'
+                        'ClusterPipelineAdvice.double_queue_pop',
                         return_value=(None, res_bp_ops)):
             advice = ClusterPipelineAdvice('./tmp_dir', {})
             res_check = advice.get_fp_bp_bound_ops(fine_data)
diff --git a/profiler/msprof_analyze/test/ut/compare_tools/comparator/test_operator_statistic_comparator.py b/profiler/msprof_analyze/test/ut/compare_tools/comparator/test_operator_statistic_comparator.py
index 3f299b5a2c..a123a98bff 100644
--- a/profiler/msprof_analyze/test/ut/compare_tools/comparator/test_operator_statistic_comparator.py
+++ b/profiler/msprof_analyze/test/ut/compare_tools/comparator/test_operator_statistic_comparator.py
@@ -25,7 +25,8 @@ class TestOperatorStatisticComparator(unittest.TestCase):
         base_dict = {"add": [1], "matmul": [1]}
         comparison_dict = {"add": [1], "reduce": [1]}
         with patch(
-                "compare_backend.comparator.operator_statistic_comparator.OperatorStatisticComparator._group_by_op_name",
+                "msprof_analyze.compare_tools.compare_backend.comparator.operator_statistic_comparator."
+                "OperatorStatisticComparator._group_by_op_name",
                 return_value=(base_dict, comparison_dict)):
             comparator = OperatorStatisticComparator({1: 2}, MockBean)
             comparator._compare()
-- 
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