Fix bug for ubuntu24/windows release workflow (#485)

Signed-off-by: yhmo <yihua.mo@zilliz.com>

Author: yhmo

.github/workflows/release.yaml

@@ -136,6 +136,7 @@ jobs:
     timeout-minutes: 100
     env:
       BUILD_SHARED_LIBS: ON
+      MILVUS_USE_PYTHON_VENV: ON
     strategy:
       fail-fast: false
       matrix:
@@ -152,11 +153,13 @@ jobs:
           sh scripts/install_deps.sh
       - name: Build
         run: |
+          . ~/.venv/bin/activate
           export MILVUS_SDK_VERSION="${{ needs.select-targets.outputs.version }}"
           make test-release
           cmake --build cmake_build --target package --parallel 4
       - name: Verify package
         run: |
+          . ~/.venv/bin/activate
           sh scripts/verify_package_linux.sh cmake_build/Pack
       - name: Release
         uses: ncipollo/release-action@v1
@@ -251,7 +254,7 @@ jobs:
           conan install . -of build -s build_type=Release -s compiler.cppstd=14 -s:b build_type=Release -s:b compiler.cppstd=17 -o "&:shared=True" -o "&:with_tests=True" -c tools.cmake.cmaketoolchain:generator=Ninja -c tools.build:jobs=4 --build=missing
           if errorlevel 1 exit /b %errorlevel%
           if not exist build\build\Release\generators\conan_toolchain.cmake exit /b 1
-          cmake -S . -B build -DCMAKE_TOOLCHAIN_FILE=build\build\Release\generators\conan_toolchain.cmake -DMILVUS_BUILD_TEST=YES -DCMAKE_BUILD_TYPE=Release -DBUILD_SHARED_LIBS=ON -DBUILD_FROM_CONAN=ON -DMILVUS_SDK_VERSION=${{ needs.select-targets.outputs.version }} -G Ninja %LAUNCHER%
+          cmake -S . -B build -DCMAKE_TOOLCHAIN_FILE=build\build\Release\generators\conan_toolchain.cmake -DCMAKE_POLICY_DEFAULT_CMP0091=NEW -DMILVUS_BUILD_TEST=YES -DCMAKE_BUILD_TYPE=Release -DBUILD_SHARED_LIBS=ON -DBUILD_FROM_CONAN=ON -DMILVUS_SDK_VERSION=${{ needs.select-targets.outputs.version }} -G Ninja %LAUNCHER%
           if errorlevel 1 exit /b %errorlevel%
           cmake --build build
           if errorlevel 1 exit /b %errorlevel%

scripts/install_deps.sh

@@ -8,10 +8,28 @@ check_sudo() {
     fi
 }
 
+activate_python_venv() {
+    if [ "${MILVUS_USE_PYTHON_VENV}" != "ON" ] ; then
+        return 0
+    fi
+
+    if [ -n "${VIRTUAL_ENV}" ] ; then
+        return 0
+    fi
+
+    python3 -m venv "${HOME}/.venv" || exit 1
+    . "${HOME}/.venv/bin/activate" || exit 1
+}
+
 install_linux_cmake_clang_toolchain() {
     echo 'Pip install clang toolchain.'
-    pip3 install --user -U pip scikit-build wheel
-    pip3 install --user cmake clang-tidy~=17.0 clang-format~=17.0
+    if [ -n "${VIRTUAL_ENV}" ] ; then
+        pip3 install -U pip scikit-build wheel
+        pip3 install cmake clang-tidy~=17.0 clang-format~=17.0
+    else
+        pip3 install --user -U pip scikit-build wheel
+        pip3 install --user cmake clang-tidy~=17.0 clang-format~=17.0
+    fi
 }
 
 ensure_conan_default_profile() {
@@ -96,12 +114,17 @@ install_deps_for_ubuntu_common() {
     fi
 
     ${SUDO} apt-get -y install gpg wget gcc g++ ccache make \
-                       libssl-dev iwyu lcov git python3-pip clang-format clang-tidy
+                       libssl-dev iwyu lcov git python3-pip python3-venv clang-format clang-tidy
+    activate_python_venv
     install_linux_cmake_clang_toolchain
     install_conan
 
     echo 'Pip install docker for integration tests.'
-    pip3 install --user "docker>=7.0.0"
+    if [ -n "${VIRTUAL_ENV}" ] ; then
+        pip3 install "docker>=7.0.0"
+    else
+        pip3 install --user "docker>=7.0.0"
+    fi
 }
 
 install_deps_for_ubuntu() {
@@ -111,11 +134,16 @@ install_deps_for_ubuntu() {
 install_deps_for_fedora_common() {
     check_sudo
     ${SUDO} dnf -y install gcc gcc-c++ python2 gpg wget ccache make openssl-devel which lcov git rpm-build cpio python3-pip perl perl-core
+    activate_python_venv
     install_linux_cmake_clang_toolchain
     install_conan
 
     echo 'Pip install docker for integration tests.'
-    pip3 install --user "docker>=7.0.0"
+    if [ -n "${VIRTUAL_ENV}" ] ; then
+        pip3 install "docker>=7.0.0"
+    else
+        pip3 install --user "docker>=7.0.0"
+    fi
 }
 
 install_deps_for_centos_8() {