diff --git a/.github/workflows/test_qlib_from_source.yml b/.github/workflows/test_qlib_from_source.yml
index 90b8b63dd..6420cee3f 100644
--- a/.github/workflows/test_qlib_from_source.yml
+++ b/.github/workflows/test_qlib_from_source.yml
@@ -14,7 +14,7 @@ jobs:
     runs-on: ${{ matrix.os }}
     strategy:
       matrix:
-        os: [macos-11, macos-latest]
+        os: [windows-latest, macos-11]
         # not supporting 3.6 due to annotations is not supported https://stackoverflow.com/a/52890129
         python-version: [3.7, 3.8]
 
@@ -26,24 +26,26 @@ jobs:
     # So we make the version number of python 3.7 for MacOS more specific.
     # refs: https://github.com/actions/setup-python/issues/682
     - name: Set up Python ${{ matrix.python-version }}
-      if: (matrix.os == 'macos-latest' && matrix.python-version == '3.7') || (matrix.os == 'macos-11' && matrix.python-version == '3.7')
+      if: matrix.os == 'macos-11' && matrix.python-version == '3.7'
       uses: actions/setup-python@v2
       with:
         python-version: "3.7.16"
-
     - name: Set up Python ${{ matrix.python-version }}
-      if: (matrix.os == 'macos-latest' && matrix.python-version == '3.8') || (matrix.os == 'macos-11' && matrix.python-version == '3.8')
+      if: matrix.os == 'macos-11' && matrix.python-version == '3.8'
       uses: actions/setup-python@v2
       with:
         python-version: "3.8.16"
-
     - name: Set up Python ${{ matrix.python-version }}
-      if: matrix.os != 'macos-latest' && matrix.os != 'macos-11'
+      if: matrix.os != 'macos-11'
       uses: actions/setup-python@v2
       with:
         python-version: ${{ matrix.python-version }}
+    - name: Install dependencies
+      run: |
+        python -m pip install --upgrade pip
+        pip install setuptools wheel twine
 
-    - name: Set up Python tools
+    - name: Build wheel on ${{ matrix.os }}
       run: |
         python -m pip install "numpy<1.24.0"
         python -m pip install cython==0.29.36