diff --git a/profiler/MANIFEST.in b/profiler/MANIFEST.in
new file mode 100644
index 0000000000000000000000000000000000000000..0550da458f399209a4002b47706e5d741c990af3
--- /dev/null
+++ b/profiler/MANIFEST.in
@@ -0,0 +1,7 @@
+recursive-include profiler/advisor/ *
+recursive-include profiler/cli/ *
+recursive-include profiler/prof_common/ *
+recursive-include profiler/compare_tools/ *
+recursive-include profiler/cluster_analyse/ *
+global-exclude */__pycache__/*
+global-exclude *.pyc
diff --git a/profiler/cli/__init__.py b/profiler/cli/__init__.py
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/profiler/cli/cluster_cli.py b/profiler/cli/cluster_cli.py
new file mode 100644
index 0000000000000000000000000000000000000000..62c06c2e21d54ee4540ad5e747efefabb65ed762
--- /dev/null
+++ b/profiler/cli/cluster_cli.py
@@ -0,0 +1,37 @@
+# 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 click
+import os
+import sys
+
+sys.path.append(
+    os.path.join(os.path.dirname(os.path.dirname(os.path.abspath(__file__))), "cluster_analyse"))
+
+from profiler.prof_common.constant import Constant
+from profiler.cluster_analyse.cluster_analysis import ALL_FEATURE_LIST
+from cluster_analysis import Interface
+
+
+@click.command(context_settings=Constant.CONTEXT_SETTINGS, name="cluster",
+               short_help='Analyze cluster data to locate slow nodes and slow links.')
+@click.option('--profiling_path', '-d', type=click.Path(), required=True,
+              help='path of the profiling data')
+@click.option('--mode', '-m', type=click.Choice(ALL_FEATURE_LIST), default='all')
+def cluster_cli(profiling_path, mode) -> None:
+    parameter = {
+        Constant.COLLECTION_PATH: profiling_path,
+        Constant.ANALYSIS_MODE: mode
+    }
+    Interface(parameter).run()
diff --git a/profiler/cli/compare_cli.py b/profiler/cli/compare_cli.py
new file mode 100644
index 0000000000000000000000000000000000000000..a781986d819542d27fe4453dd2cfd01b2046a8fd
--- /dev/null
+++ b/profiler/cli/compare_cli.py
@@ -0,0 +1,47 @@
+# 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 click
+import os
+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.join(os.path.dirname(os.path.dirname(os.path.abspath(__file__))), "compare_tools"))
+
+from profiler.prof_common.analyze_dict import AnalyzeDict
+from profiler.prof_common.constant import Constant
+from compare_backend.comparison_generator import ComparisonGenerator
+
+
+@click.command(context_settings=Constant.CONTEXT_SETTINGS, name="compare",
+               short_help='Compare the performance differences between GPUs and NPUs.')
+@click.option('--profiling_path', '-d', 'base_profiling_path', type=click.Path(), required=True,
+              help='path of the profiling data')
+@click.option('--benchmark_profiling_path', '-bp', 'comparison_profiling_path', type=click.Path(), required=True)
+@click.option('--enable_profiling_compare', is_flag=True)
+@click.option('--enable_operator_compare', is_flag=True)
+@click.option('--enable_memory_compare', is_flag=True)
+@click.option('--enable_communication_compare', is_flag=True)
+@click.option('--output_path', '-o', 'output_path', type=click.Path())
+@click.option('--max_kernel_num', 'max_kernel_num', type=int, help="The number of kernels per torch op is limited.")
+@click.option('--op_name_map', type=dict, default={},
+              help="The mapping of operator names equivalent to GPUs and NPUs in the form of dictionaries.",
+              required=False)
+@click.option('--use_input_shape', is_flag=True)
+@click.option('--gpu_flow_cat', type=str, default='', help="Identifier of the GPU connection.")
+def compare_cli(**kwargs) -> None:
+    args = AnalyzeDict(kwargs)
+    ComparisonGenerator(args).run()
diff --git a/profiler/cli/entrance.py b/profiler/cli/entrance.py
new file mode 100644
index 0000000000000000000000000000000000000000..96fc008f58f3081ac569da7825d8536003af74e3
--- /dev/null
+++ b/profiler/cli/entrance.py
@@ -0,0 +1,57 @@
+#!/usr/bin/python
+# -*- coding: utf-8 -*-
+# 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 logging
+import click
+
+from profiler.cli.cluster_cli import cluster_cli
+from profiler.cli.compare_cli import compare_cli
+
+logger = logging.getLogger()
+CONTEXT_SETTINGS = dict(help_option_names=['-H', '-h', '--help'],
+                        max_content_width=160)
+
+COMMAND_PRIORITY = {
+    "cluster": 1,
+    "compare": 2
+}
+
+
+class SpecialHelpOrder(click.Group):
+
+    def __init__(self, *args, **kwargs):
+        super(SpecialHelpOrder, self).__init__(*args, **kwargs)
+
+    def list_commands_for_help(self, ctx):
+        """
+        reorder the list of commands when listing the help
+        """
+        commands = super(SpecialHelpOrder, self).list_commands(ctx)
+        return [item[1] for item in sorted((COMMAND_PRIORITY.get(command, float('INF')),
+                                            command) for command in commands)]
+
+    def get_help(self, ctx):
+        self.list_commands = self.list_commands_for_help
+        return super(SpecialHelpOrder, self).get_help(ctx)
+
+
+@click.group(context_settings=CONTEXT_SETTINGS, cls=SpecialHelpOrder)
+def msprof_analyze_cli():
+    pass
+
+
+msprof_analyze_cli.add_command(cluster_cli, name="cluster")
+msprof_analyze_cli.add_command(compare_cli, name="compare")
diff --git a/profiler/cluster_analyse/cluster_kernels_analysis/__init__.py b/profiler/cluster_analyse/cluster_kernels_analysis/__init__.py
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/profiler/prof_common/__init__.py b/profiler/prof_common/__init__.py
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/profiler/prof_common/analyze_dict.py b/profiler/prof_common/analyze_dict.py
new file mode 100644
index 0000000000000000000000000000000000000000..a06577e8fb49436f7b867e8e74495cc76a6a58b2
--- /dev/null
+++ b/profiler/prof_common/analyze_dict.py
@@ -0,0 +1,29 @@
+# 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.
+class AnalyzeDict(dict):
+    def __getstate__(self):
+        return self.__dict__
+
+    def __setstate__(self, d):
+        self.__dict__.update(d)
+
+    def __getattr__(self, key: str):
+        if key not in self:
+            return {}
+
+        value = self[key]
+        if isinstance(value, dict):
+            value = AnalyzeDict(value)
+        return value
diff --git a/profiler/prof_common/constant.py b/profiler/prof_common/constant.py
new file mode 100644
index 0000000000000000000000000000000000000000..5789b89cb1a248977b64839339395acc5288b2ab
--- /dev/null
+++ b/profiler/prof_common/constant.py
@@ -0,0 +1,18 @@
+# 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.
+class Constant(object):
+    COLLECTION_PATH = "collection_path"
+    ANALYSIS_MODE = "analysis_mode"
+    CONTEXT_SETTINGS = dict(help_option_names=['-H', '-h', '--help'])
\ No newline at end of file
diff --git a/profiler/requirements.txt b/profiler/requirements.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6bf2069a60788587f8e4e0129bbc031b1d1daaaf
--- /dev/null
+++ b/profiler/requirements.txt
@@ -0,0 +1,2 @@
+-r requirements/build.txt
+-r requirements/tests.txt
\ No newline at end of file
diff --git a/profiler/requirements/build.txt b/profiler/requirements/build.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c750ff83dedf2f6b6823f45a747c95d395e1ccb5
--- /dev/null
+++ b/profiler/requirements/build.txt
@@ -0,0 +1,12 @@
+click
+tabulate
+networkx
+jinja2
+PyYaml
+tqdm
+prettytable
+ijson
+requests
+xlsxwriter
+sqlalchemy
+urllib3<2.0
\ No newline at end of file
diff --git a/profiler/requirements/test.txt b/profiler/requirements/test.txt
new file mode 100644
index 0000000000000000000000000000000000000000..bab89704aa267e69a0fca03d99e855d5b47f9d5b
--- /dev/null
+++ b/profiler/requirements/test.txt
@@ -0,0 +1,5 @@
+pytest==6.2.4
+pytest-cov==2.12.0
+pytest-mock==3.6.1
+pytest-cookies==0.6.1
+mock==4.0.3
\ No newline at end of file
diff --git a/profiler/setup.cfg b/profiler/setup.cfg
new file mode 100644
index 0000000000000000000000000000000000000000..26f243faa5199ade53fc6f42959d475ac5539f29
--- /dev/null
+++ b/profiler/setup.cfg
@@ -0,0 +1,32 @@
+[isort]
+line_length = 120
+multi_line_output = 0
+known_standard_library = setuptools
+no_lines_before = STDLIB,LOCALFOLDER
+default_section = THIRDPARTY
+include_trailing_comma = true
+force_grid_wrap = 0
+use_parentheses = true
+
+[flake8]
+exclude = tests/*
+max-line-length = 120
+
+[pycodestyle]
+max-line-length = 120
+exclude = tests/*
+
+[yapf]
+BASED_ON_STYLE = pep8
+BLANK_LINE_BEFORE_NESTED_CLASS_OR_DEF = true
+SPLIT_BEFORE_EXPRESSION_AFTER_OPENING_PAREN = true
+COLUMN_LIMIT = 120
+
+[aliases]
+test=pytest
+
+[mypy]
+ignore_missing_imports = True
+
+[mypy-tests.*]
+ignore_errors = True
diff --git a/profiler/setup.py b/profiler/setup.py
new file mode 100644
index 0000000000000000000000000000000000000000..835164c8046909207944881da41361a3542b04cf
--- /dev/null
+++ b/profiler/setup.py
@@ -0,0 +1,44 @@
+#!/usr/bin/python
+# -*- coding: utf-8 -*-
+import os.path
+
+from setuptools import find_packages, setup  # type: ignore
+
+extras = {
+    "test": [
+        "pytest==6.2.4",
+        "pytest-cookies==0.6.1",
+        "pytest-cov==2.12.0",
+        "mock==4.0.3",
+    ]
+}
+
+with open('requirements/build.txt', 'r') as f:
+    requires = f.read().splitlines()
+
+with open('requirements/test.txt', 'r') as f:
+    tests_requires = f.read().splitlines()
+tests_requires.extend(set(requires))
+
+with open('version.txt', 'r') as f:
+    version = f.read().strip()
+
+root_path = os.path.join(os.path.abspath(os.path.dirname(__file__)), "../")
+setup(
+    name="msprof-analyze",
+    version=version,
+    description="MindStudio Profiler Analyze Tools",
+    package_dir={"": root_path},
+    packages=find_packages(root_path),
+    include_package_data=False,
+    python_requires='>=3.7',
+    install_requires=requires,
+    package_data={'': ['*.json', '*.ini', '*.txt', '*.yaml', '*.html']},
+    tests_require=tests_requires,
+    entry_points="""
+        [console_scripts]
+        msprof-analyze=profiler.cli.entrance:msprof_analyze_cli
+    """
+)
+
+# build cmd: pip install --editable .
diff --git a/profiler/version.txt b/profiler/version.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9f8e9b69a33f4e8067d5b21661a35d8856758aba
--- /dev/null
+++ b/profiler/version.txt
@@ -0,0 +1 @@
+1.0
\ No newline at end of file