diff --git a/.github/workflows/test_qlib_from_source.yml b/.github/workflows/test_qlib_from_source.yml
index adef6d99f..856136b05 100644
--- a/.github/workflows/test_qlib_from_source.yml
+++ b/.github/workflows/test_qlib_from_source.yml
@@ -22,18 +22,6 @@ jobs:
     - name: Test qlib from source
       uses: actions/checkout@v3
 
-    - name: Set up Python ${{ matrix.python-version }}
-      if: (matrix.python-version == '3.8' && matrix.os == 'windows-latest')
-      uses: actions/setup-python@v4
-      with:
-        python-version: "3.8.10"
-
-    - name: Set up Python ${{ matrix.python-version }}
-      if: (matrix.python-version == '3.8' && matrix.os != 'windows-latest')
-      uses: actions/setup-python@v4
-      with:
-        python-version: "3.8.17"
-
     # Since version 3.7 of python for MacOS is installed in CI, version 3.7.17, this version causes "_bz not found error".
     # So we make the version number of python 3.7 for MacOS more specific.
     # refs: https://github.com/actions/setup-python/issues/682
@@ -44,7 +32,7 @@ jobs:
         python-version: "3.7.16"
 
     - name: Set up Python ${{ matrix.python-version }}
-      if: (matrix.os != 'macos-latest' && matrix.python-version == '3.7')
+      if: (matrix.os != 'macos-latest' || matrix.python-version != '3.7') && (matrix.os != 'macos-11' || matrix.python-version != '3.7')
       uses: actions/setup-python@v4
       with:
         python-version: ${{ matrix.python-version }}
@@ -72,6 +60,12 @@ jobs:
       run: |
         python -m pip install --upgrade cython
         python -m pip install -e .[dev]
+        python -m pip install Mako==1.3.0
+        python -m pip install gitpython==3.1.40
+        python -m pip install importlib-resources==6.1.1
+        python -m pip install prometheus-client==0.19.0
+        python -m pip install python-dateutil==2.8.2
+        python -m pip install sqlalchemy==1.4.51
 
     - name: Lint with Black
       # Python 3.7 will use a black with low level. So we use python with higher version for black check