Trying to build manylinux wheels using cibuildwheel

.github/workflows/build_wheels.yml

@@ -84,50 +84,47 @@ jobs:
         uses: actions/upload-artifact@v3
         with:
           path: ./dist/*.whl
-
-  build_wheels_manylinux_x86_64:
+                   
+   build_wheels_manylinux:
     name: Build manylinux wheels
-    runs-on: ubuntu-24.04
+    runs-on: ${{ matrix.os }}
+    strategy:
+      matrix:
+        os: [ubuntu-24.04]
+
     steps:
       - name: Checkout repository
         uses: actions/checkout@v4
 
-        # Need to use the image specified below to build manylinux wheels
-        # PyPi only accepts manylinux wheels, it does not accept wheels for specific versions/architectures
-        # Note that at least manylinux2014 is needed to get support for C++17
-      - name: Build manylinux Python wheels
-        uses: RalfG/python-wheels-manylinux-build@v0.7.1-manylinux2014_x86_64
-        with:
-          python-versions: 'cp37-cp37m cp38-cp38 cp39-cp39 cp310-cp310 cp311-cp311 cp312-cp312'
-          build-requirements: 'setuptools'
-
-      - name: upload wheels
-        uses: actions/upload-artifact@v3
+      - name: Set up Python ${{ matrix.python-version }}
+        uses: actions/setup-python@v4
         with:
-          path: ./dist/*-manylinux*.whl
+          python-version: ${{ matrix.python-version }}
 
-  build_wheels_manylinux_arm64:
-    name: Build manylinux wheels (arm64)
-    runs-on: ubuntu-24.04
-    steps:
-      - name: Checkout repository
-        uses: actions/checkout@v4
-
-      # Register QEMU for cross-architecture emulation
-      - name: Set up QEMU for cross-compilation
+      - name: Install QEMU for aarch64 emulation
         uses: docker/setup-qemu-action@v2
         with:
-          platforms: arm64
+          platforms: all
 
-      # Build manylinux Python wheels for arm64 architecture
-      - name: Build manylinux Python wheels (arm64)
-        uses: RalfG/python-wheels-manylinux-build@v0.7.1-manylinux2014_aarch64
-        with:
-          python-versions: 'cp37-cp37m cp38-cp38 cp39-cp39 cp310-cp310 cp311-cp311 cp312-cp312'
-          build-requirements: 'setuptools'
+      - name: Install packages
+        run: |
+          pip install wheel
+          pip install setuptools
+          pip install build
+          pip install cibuildwheel
 
-      - name: Upload arm64 wheels
+      - name: build
+        run: cibuildwheel --platform linux
+        env:
+          CIBW_BUILD: cp3?-*
+          CIBW_ARCHS: x86_64 aarch64
+          CIBW_ENVIRONMENT: CXXFLAGS="-std=c++17"  
+          CIBW_MANYLINUX_X86_64_IMAGE: "manylinux2014"
+          CIBW_MANYLINUX_AARCH64_IMAGE: "manylinux2014"
+          CIBW_BEFORE_BUILD: |
+            yum install -y gcc gcc-c++
+
+      - name: upload wheels
         uses: actions/upload-artifact@v3
         with:
-          path: ./dist/*-manylinux*.whl
-          name: wheels-arm64
+          path: wheelhouse/*.whl