diff --git a/.github/workflows/python-publish.yml b/.github/workflows/python-publish.yml
index 19be86b403..1f6c4e8792 100644
--- a/.github/workflows/python-publish.yml
+++ b/.github/workflows/python-publish.yml
@@ -4,203 +4,69 @@
 name: Upload Python Package
 
 on:
-  release:
-    types: [published]
-
-# on:
-#   push:
-#     branches: [ main ]
-#   pull_request:
-#     branches: [ main ]
+  push:
+    branches: [ main ]
+  pull_request:
+    branches: [ main ]
 
 jobs:
-  # deploy_with_windows:
-  #   runs-on: ${{ matrix.os }}
-  #   strategy:
-  #     matrix:
-  #       os: [windows-latest, macos-13, macos-latest]
-  #       python-version: ["3.8", "3.9", "3.10", "3.11", "3.12"]
-
-  #   steps:
-  #   - uses: actions/checkout@v3
-  #   - name: Set up Python ${{ matrix.python-version }}
-  #     uses: actions/setup-python@v4
-  #     with:
-  #       python-version: ${{ matrix.python-version }}
-  #   - name: Install dependencies
-  #     run: |
-  #       make dev
-  #   - name: Build wheel on ${{ matrix.os }}
-  #     run: |
-  #       make build
-  #   - name: change macos version and arm64
-  #     if: ${{ matrix.os == 'macos-13' || matrix.os == 'macos-latest' }}
-  #     run: |
-  #       python -c "
-  #       from pathlib import Path
-  #       import subprocess
-  #       replaced = subprocess.run(['sw_vers', '-productVersion'], capture_output=True, text=True).stdout.strip().split('.', 1)[0] + '_0_arm64'
-  #       for whl_file in Path('./dist').glob('*.whl'):
-  #         if 'universal2' in whl_file.stem:
-  #           parts = whl_file.stem.split('_')
-  #           be_replaced = '_'.join(parts[1:])
-  #           new_name = whl_file.name.replace(be_replaced, replaced)
-  #           new_whl_file = whl_file.with_name(new_name)
-  #           whl_file.rename(new_whl_file)
-  #           print(f'Renamed: {whl_file} -> {new_whl_file}')
-  #       "
-  #   - name: change macos version and x86_64
-  #     if: ${{ matrix.os == 'macos-13' || matrix.os == 'macos-latest' }}
-  #     run: |
-  #       make build
-  #       python -c "
-  #       from pathlib import Path
-  #       import subprocess
-  #       replaced = subprocess.run(['sw_vers', '-productVersion'], capture_output=True, text=True).stdout.strip().split('.', 1)[0] + '_0_x86_64'
-  #       for whl_file in Path('./dist').glob('*.whl'):
-  #         if 'universal2' in whl_file.stem:
-  #           parts = whl_file.stem.split('_')
-  #           be_replaced = '_'.join(parts[1:])
-  #           new_name = whl_file.name.replace(be_replaced, replaced)
-  #           new_whl_file = whl_file.with_name(new_name)
-  #           whl_file.rename(new_whl_file)
-  #           print(f'Renamed: {whl_file} -> {new_whl_file}')
-  #       "
-  #   - name: change macos version and arm64
-  #     if: ${{ (matrix.os != 'macos-13' || matrix['python-version'] != '3.11') && (matrix.os != 'macos-13' || matrix['python-version'] != '3.12') }}
-  #     run: |
-  #       make build
-  #       python -c "
-  #       from pathlib import Path
-  #       for whl_file in Path('./dist').glob('*.whl'):
-  #         if 'universal2' in whl_file.stem:
-  #           new_name = whl_file.name.replace('universal2', 'arm64')
-  #           new_whl_file = whl_file.with_name(new_name)
-  #           whl_file.rename(new_whl_file)
-  #           print(f'Renamed: {whl_file} -> {new_whl_file}')
-  #       "
-  #   - name: change macos version and x86_64
-  #     if: ${{ (matrix.os != 'macos-13' || matrix['python-version'] != '3.11') && (matrix.os != 'macos-13' || matrix['python-version'] != '3.12') }}
-  #     run: |
-  #       make build
-  #       python -c "
-  #       from pathlib import Path
-  #       for whl_file in Path('./dist').glob('*.whl'):
-  #         if 'universal2' in whl_file.stem:
-  #           new_name = whl_file.name.replace('universal2', 'x86_64')
-  #           new_whl_file = whl_file.with_name(new_name)
-  #           whl_file.rename(new_whl_file)
-  #           print(f'Renamed: {whl_file} -> {new_whl_file}')
-  #       "
-  #   - name: Build the project
-  #     if: ${{ (matrix.os != 'macos-13' || matrix['python-version'] != '3.11') && (matrix.os != 'macos-13' || matrix['python-version'] != '3.12') }}
-  #     run: |
-  #       make build
-  #   - name: Build and publish
-  #     env:
-  #       TWINE_USERNAME: __token__
-  #       TWINE_PASSWORD: ${{ secrets.TESTPYPI_TOKEN }}
-  #     run: |
-  #       twine check dist/*.whl
-  #       twine upload --repository-url https://test.pypi.org/legacy/ dist/*.whl --verbose
-
-  deploy_with_macos:
+  deploy_with_bdist_wheel:
     runs-on: ${{ matrix.os }}
     strategy:
       matrix:
-        os: [macos-13, macos-latest]
+        os: [windows-latest, macos-13, macos-latest]
         python-version: ["3.8", "3.9", "3.10", "3.11", "3.12"]
+        exclude:
+          - os: macos-13
+            python-version: "3.11"
+          - os: macos-13
+            python-version: "3.12"
+
+    steps:
+    - uses: actions/checkout@v3
+    - name: Set up Python ${{ matrix.python-version }}
+      uses: actions/setup-python@v4
+      with:
+        python-version: ${{ matrix.python-version }}
+    - name: Install dependencies
+      run: |
+        make dev
+    - name: Build wheel on ${{ matrix.os }}
+      run: |
+        make build
+    - name: Build and publish
+      env:
+        TWINE_USERNAME: __token__
+        TWINE_PASSWORD: ${{ secrets.TESTPYPI_TOKEN }}
+      run: |
+        ls dist
+        twine check dist/*.whl
+        twine upload --repository-url https://test.pypi.org/legacy/ dist/*.whl --verbose
 
+  deploy_with_manylinux:
+    runs-on: ubuntu-latest
     steps:
-      - uses: actions/checkout@v3
-      - name: Set up Python ${{ matrix.python-version }}
-        uses: actions/setup-python@v4
-        with:
-          python-version: ${{ matrix.python-version }}
-      - name: Install dependencies
-        run: |
-          make dev
-      # - name: Build wheel on ${{ matrix.os }}
-      #   run: |
-      #     make build
-      - name: Build 1
-        if: ${{ (matrix.os != 'macos-13' || matrix['python-version'] != '3.11') && (matrix.os != 'macos-13' || matrix['python-version'] != '3.12') }}
-        run: |
-          python setup.py bdist_wheel
-      # - name: Rename 1
-      #   run: |
-      #     python -c "
-      #     from pathlib import Path
-      #     plat_info = '${{ matrix.buildplat[1] }}'.split('_', 1)[-1]
-      #     sys_ver_info = '${{ matrix.buildplat[0] }}'.split('-')[-1]
-      #     replaced = f'{sys_ver_info}_0_{plat_info}'
-      #     print(replaced)
-      #     for whl_file in Path('./dist').glob('*.whl'):
-      #       parts = whl_file.stem.split('_')
-      #       print(parts)
-      #       be_replaced = '_'.join(parts[1:])
-      #       print(be_replaced)
-      #       new_name = whl_file.name.replace(be_replaced, replaced)
-      #       print(new_name)
-      #       new_whl_file = whl_file.with_name(new_name)
-      #       print(new_whl_file)
-      #       whl_file.rename(new_whl_file)
-      #       print(f'Renamed: {whl_file} -> {new_whl_file}')
-      #     "
-      # - name: Build 2
-      #   if: ${{ (matrix.buildplat[0] != 'macos-13' || matrix['python-version'] != '3.11') && (matrix.buildplat[0] != 'macos-13' || matrix['python-version'] != '3.12') }}
-      #   run: |
-      #     make build
-      # - name: Rename 2
-      #   if: ${{ (matrix.buildplat[0] != 'macos-13' || matrix['python-version'] != '3.11') && (matrix.buildplat[0] != 'macos-13' || matrix['python-version'] != '3.12') }}
-      #   run: |
-      #     python -c "
-      #     from pathlib import Path
-      #     plat_info = '${{ matrix.buildplat[1] }}'.split('_', 1)[-1]
-      #     for whl_file in Path('./dist').glob('*.whl'):
-      #       parts = whl_file.stem.split('_', 3)
-      #       be_replaced = parts[-1]
-      #       new_name = whl_file.name.replace(be_replaced, plat_info)
-      #       new_whl_file = whl_file.with_name(new_name)
-      #       whl_file.rename(new_whl_file)
-      #       print(f'Renamed: {whl_file} -> {new_whl_file}')
-      #     "
-      # - name: Build 3
-      #   run: |
-      #     make build
-      - name: Build and publish
-        if: ${{ (matrix.os != 'macos-13' || matrix['python-version'] != '3.11') && (matrix.os != 'macos-13' || matrix['python-version'] != '3.12') }}
-        env:
-          TWINE_USERNAME: __token__
-          TWINE_PASSWORD: ${{ secrets.TESTPYPI_TOKEN }}
-        run: |
-          twine check dist/*.whl
-          twine upload --repository-url https://test.pypi.org/legacy/ dist/*.whl --verbose
-      
+    - uses: actions/checkout@v3
+    - name: Set up Python ${{ matrix.python-version }}
+      uses: actions/setup-python@v4
+      with:
+        python-version: ${{ matrix.python-version }}
+    - name: Build wheel on Linux
+      uses: RalfG/python-wheels-manylinux-build@v0.7.1-manylinux2014_x86_64
+      with:
+        # not supporting 3.6 due to annotations is not supported https://stackoverflow.com/a/52890129
+        python-versions: 'cp38-cp38 cp39-cp39 cp310-cp310 cp311-cp311 cp312-cp312'
+        build-requirements: 'numpy cython'
+    - name: Install dependencies
+      run: |
+        python -m pip install twine
+        python -m pip list
+    - name: Build and publish
+      env:
+        TWINE_USERNAME: __token__
+        TWINE_PASSWORD: ${{ secrets.TESTPYPI_TOKEN }}
+      run: |
+        ls dist
+        twine check dist/*.whl
+        twine upload --repository-url https://test.pypi.org/legacy/ dist/pyqlib-*-manylinux*.whl --verbose
 
-  # deploy_with_manylinux:
-  #   runs-on: ubuntu-latest
-  #   steps:
-  #   - uses: actions/checkout@v3
-  #   - name: Set up Python ${{ matrix.python-version }}
-  #     uses: actions/setup-python@v4
-  #     with:
-  #       python-version: ${{ matrix.python-version }}
-  #   - name: Build wheel on Linux
-  #     uses: RalfG/python-wheels-manylinux-build@v0.7.1-manylinux2014_x86_64
-  #     with:
-  #       # not supporting 3.6 due to annotations is not supported https://stackoverflow.com/a/52890129
-  #       python-versions: 'cp38-cp38 cp39-cp39 cp310-cp310 cp311-cp311 cp312-cp312'
-  #       build-requirements: 'numpy cython'
-  #   - name: Install dependencies
-  #     run: |
-  #       python -m pip install twine
-  #       python -m pip list
-  #   - name: Build and publish
-  #     env:
-  #       TWINE_USERNAME: __token__
-  #       TWINE_PASSWORD: ${{ secrets.TESTPYPI_TOKEN }}
-  #     run: |
-  #       ls dist
-  #       twine check dist/*.whl
-  #       twine upload --repository-url https://test.pypi.org/legacy/ dist/pyqlib-*-manylinux*.whl --verbose
diff --git a/.github/workflows/test_qlib_from_pip.yml b/.github/workflows/test_qlib_from_pip.yml
deleted file mode 100644
index 913f58cd85..0000000000
--- a/.github/workflows/test_qlib_from_pip.yml
+++ /dev/null
@@ -1,61 +0,0 @@
-name: Test qlib from pip
-
-on:
-  push:
-    branches: [ main ]
-  pull_request:
-    branches: [ main ]
-
-jobs:
-  build:
-    timeout-minutes: 120
-
-    runs-on: ${{ matrix.os }}
-    strategy:
-      matrix:
-        # Since macos-latest changed from 12.7.4 to 14.4.1,
-        # the minimum python version that matches a 14.4.1 version of macos is 3.10,
-        # If you want to use python 3.7 in github action, then the latest macos system version is macos-13,
-        # after macos-13 python 3.7 is no longer supported.
-        # so we limit the macos version to macos-13.
-        os: [macos-13, macos-latest]
-        # not supporting 3.6 due to annotations is not supported https://stackoverflow.com/a/52890129
-        python-version: ["3.8", "3.9", "3.10", "3.11", "3.12"]
-
-    steps:
-    - name: Test qlib from pip
-      uses: actions/checkout@v3
-
-    - name: Set up Python ${{ matrix.python-version }}
-      uses: actions/setup-python@v4
-      with:
-        python-version: ${{ matrix.python-version }}
-
-    - name: Update pip to the latest version
-      run: |
-        python -m pip install --upgrade pip
-
-    - name: Qlib installation test
-      run: |
-        python -m pip install --index-url https://test.pypi.org/simple/ --extra-index-url https://pypi.org/simple/ pyqlib
-
-    - name: Install Lightgbm for MacOS
-      if: ${{ matrix.os == 'macos-13' || matrix.os == 'macos-latest' }}
-      run: |
-        /bin/bash -c "$(curl -fsSL https://raw.githubusercontent.com/Microsoft/qlib/main/.github/brew_install.sh)"
-        HOMEBREW_NO_AUTO_UPDATE=1 brew install lightgbm
-        # FIX MacOS error: Segmentation fault
-        # reference: https://github.com/microsoft/LightGBM/issues/4229
-        wget https://raw.githubusercontent.com/Homebrew/homebrew-core/fb8323f2b170bd4ae97e1bac9bf3e2983af3fdb0/Formula/libomp.rb
-        brew unlink libomp
-        brew install libomp.rb
-
-    - name: Downloads dependencies data
-      run: |
-        cd ..
-        python -m qlib.run.get_data qlib_data --target_dir ~/.qlib/qlib_data/cn_data --region cn
-        cd qlib
-
-    - name: Test workflow by config
-      run: |
-        qrun examples/benchmarks/LightGBM/workflow_config_lightgbm_Alpha158.yaml
diff --git a/Makefile b/Makefile
index ffdc4e3056..03dfc7310c 100644
--- a/Makefile
+++ b/Makefile
@@ -192,4 +192,4 @@ upload:
 ########################################################################################
 
 docs-gen:
-	python -m sphinx.cmd.build -W docs $(PUBLIC_DIR)
\ No newline at end of file
+	python -m sphinx.cmd.build -W docs $(PUBLIC_DIR)
diff --git a/pyproject.toml b/pyproject.toml
index 6a74b17402..bb8cb07f26 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -18,7 +18,6 @@ classifiers = [
   "Programming Language :: Python :: 3.12",
 ]
 name = "pyqlib"
-license = {text = "MIT License"}
 dynamic = ["version"]
 description = "A Quantitative-research Platform"
 requires-python = ">=3.8.0"
diff --git a/qlib/__init__.py b/qlib/__init__.py
index 497d7a2986..cd62f11594 100644
--- a/qlib/__init__.py
+++ b/qlib/__init__.py
@@ -2,7 +2,7 @@
 # Licensed under the MIT License.
 from pathlib import Path
 
-__version__ = "0.9.5.81"
+__version__ = "0.9.5.80"
 __version__bak = __version__  # This version is backup for QlibConfig.reset_qlib_version
 import os
 from typing import Union
diff --git a/setup.py b/setup.py
index fe610e6fe9..d9e338315c 100644
--- a/setup.py
+++ b/setup.py
@@ -1,5 +1,4 @@
-from setuptools import find_packages, setup, Extension
-import tomli
+from setuptools import setup, Extension
 import numpy
 import os
 
@@ -17,21 +16,6 @@ def get_version(rel_path: str) -> str:
             return line.split(delim)[1]
     raise RuntimeError("Unable to find version string.")
 
-here = os.path.abspath(os.path.dirname(__file__))
-
-with open("pyproject.toml", "rb") as f:
-    pyproject_data = tomli.load(f)
-
-with open(os.path.join(here, "README.md"), encoding="utf-8") as f:
-    long_description = f.read()
-
-project_config = pyproject_data.get("project", {})
-name = project_config.get("name", "default-package-name")
-description = project_config.get("description", "")
-dependencies = project_config.get("dependencies", [])
-classifiers = project_config.get("classifiers", [])
-python_requires = project_config.get("requires-python", ">=3.8.0")
-optional_dependencies = pyproject_data.get("project", {}).get("optional-dependencies", {})
 
 NUMPY_INCLUDE = numpy.get_include()
 
@@ -40,23 +24,6 @@ def get_version(rel_path: str) -> str:
 
 setup(
     version=VERSION,
-    name=name,
-    description=description,
-    install_requires=dependencies,
-    long_description=long_description,
-    long_description_content_type="text/markdown",
-    include_package_data=True,
-    classifiers=classifiers,
-    extras_require=optional_dependencies,
-    python_requires=python_requires,
-    license="MIT Licence",
-    url="https://github.com/microsoft/qlib",
-    packages=find_packages(exclude=("tests",)),
-    entry_points={
-        "console_scripts": [
-            "qrun=qlib.workflow.cli:run",
-        ],
-    },
     ext_modules=[
         Extension(
             "qlib.data._libs.rolling",
@@ -70,5 +37,5 @@ def get_version(rel_path: str) -> str:
             language="c++",
             include_dirs=[NUMPY_INCLUDE],
         ),
-    ],
+    ]
 )