ci.yml

name: ci

on:
  push:
    branches:
      - 'main'
      - '[0-9][0-9].0[39]'
    tags:
      - '[0-9][0-9].0[39].*'
  pull_request:
    types: [opened, synchronize, reopened]
  merge_group:

concurrency:
  group: ${{ github.workflow }}-${{ github.head_ref || github.run_id }}
  cancel-in-progress: true

jobs:

  optimize-ci:
    runs-on: ubuntu-latest
    # NOTE: Job outputs are ALWAYS strings while context variables may have native types.
    #       When evaluating the output in the 'if' condition of other jobs, we need to compare it
    #       with a string literal like 'false', 'true'.
    permissions:
      contents: read
      pull-requests: write
    outputs:
      skip: ${{ steps.check_skip.outputs.SKIP }}
    steps:
      - name: Debug action trigger
        run: |
          echo "github.action: ${{ github.action }}"
          echo "github.run_id: ${{ github.run_id }}"
          echo "github.actor: ${{ github.actor }}"
          echo "github.job: ${{ github.job }}"
          echo "github.head_ref: ${{ github.head_ref }}"
          echo "github.ref: ${{ github.ref }}"
          echo "github.ref_name: ${{ github.ref_name }}"
          echo "github.ref_type: ${{ github.ref_type }}"
          echo "github.event_name: ${{ github.event_name }}"
          echo "github.event_path: ${{ github.event_path }}"
          echo "github.event.action: ${{ github.event.action }}"
          echo "merge_group:"
          echo "  github.event.merge_group.head_ref: ${{ github.event.merge_group.head_ref }}"
          echo "  github.event.merge_group.base_ref: ${{ github.event.merge_group.base_ref }}"
          echo "pull_request:"
          echo "  github.event.number: ${{ github.event.number }}"
          echo "  github.event.pull_request.head.ref: ${{ github.event.pull_request.head.ref }}"
          echo "  github.event.pull_request.base.ref: ${{ github.event.pull_request.base.ref }}"
          echo "push:"
          echo "  github.event.after: ${{ github.event.after }}"
          echo "  github.event.before: ${{ github.event.before }}"
          echo "  github.event.base_ref: ${{ github.event.base_ref }}"
          echo "  github.event.ref: ${{ github.event.ref }}"
          echo "---"
          echo "concurrency-group: ${{ github.workflow }}-${{ github.head_ref || github.run_id }}"
      - name: Optimize CI
        if: ${{ github.event_name == 'pull_request' }}
        id: graphite-ci-action
        uses: withgraphite/graphite-ci-action@main
        with:
          graphite_token: ${{ secrets.GRAPHITE_CI_OPTIMIZER_TOKEN }}
      - name: Check if should skip the CI
        id: check_skip
        run: |
          if [ "${{ steps.graphite-ci-action.outputs.skip }}" == "true" ]; then
            echo "SKIP=true" >> $GITHUB_OUTPUT
          else
            echo "SKIP=false" >> $GITHUB_OUTPUT
          fi
      - name: labeler
        if: github.event.action == 'opened' || github.event.action == 'reopened' || github.event.action == 'syncrhonize'
        uses: lablup/auto-labeler@main   # actions/labeler, lablup/size-label-action, lablup/auto-label-in-issue


  lint:
    if: |
      !(
        contains(toJSON(github.event.commits.*.msg), 'skip:ci')
        || contains(github.event.pull_request.labels.*.name, 'skip:ci')
        || needs.optimize-ci.outputs.skip == 'true'
      )
      && !contains(fromJSON('["flow:merge-queue", "flow:hotfix"]'), github.event.label.name)
      && github.event.pull_request.merged == false
    needs: [optimize-ci]
    runs-on: ubuntu-latest
    steps:
    - name: Calculate the fetch depth
      run: |
        if [ "$GITHUB_EVENT_NAME" == "pull_request" ]; then
          echo "GIT_FETCH_DEPTH=$(( ${{ github.event.pull_request.commits }} + 1 ))" >> "${GITHUB_ENV}"
        else
          echo "GIT_FETCH_DEPTH=2" >> "${GITHUB_ENV}"
        fi
    - name: Check out the revision with minimal required history
      uses: actions/checkout@v4
      with:
        fetch-depth: ${{ env.GIT_FETCH_DEPTH }}
        lfs: false
    - name: Extract Python version from pants.toml
      run: |
        PYTHON_VERSION=$(grep -m 1 -oP '(?<=CPython==)([^"]+)' pants.toml)
        echo "PANTS_CONFIG_FILES=pants.ci.toml" >> $GITHUB_ENV
        echo "PROJECT_PYTHON_VERSION=$PYTHON_VERSION" >> $GITHUB_ENV
    - name: Set up Python as Runtime
      uses: actions/setup-python@v5
      with:
        python-version: ${{ env.PROJECT_PYTHON_VERSION }}
    - name: Set up remote cache backend (if applicable)
      run: |
        echo "PANTS_REMOTE_STORE_ADDRESS=${REMOTE_CACHE_BACKEND_ENDPOINT}" >> $GITHUB_ENV
        echo "PANTS_REMOTE_CACHE_READ=true" >> $GITHUB_ENV
        echo "PANTS_REMOTE_CACHE_WRITE=true" >> $GITHUB_ENV
        echo "PANTS_REMOTE_INSTANCE_NAME=main" >> $GITHUB_ENV
      env:
        REMOTE_CACHE_BACKEND_ENDPOINT: ${{ secrets.PANTS_REMOTE_CACHE_ENDPOINT_ARC }}
      if: ${{ env.REMOTE_CACHE_BACKEND_ENDPOINT != '' }}
    - name: Bootstrap Pants
      uses: ./actions/init-pants
      # See: github.com/pantsbuild/actions/tree/main/init-pants/
      # ref) https://github.com/pantsbuild/example-python/blob/main/.github/workflows/pants.yaml#L30-L49
      with:
        named-caches-hash: ${{ hashFiles('python*.lock', 'tools/*.lock') }}
        cache-lmdb-store: 'true'
    - name: Check BUILD files
      run: pants tailor --check update-build-files --check '::'
    - name: Lint
      run: |
        if [ "$GITHUB_EVENT_NAME" == "pull_request" -a -n "$GITHUB_HEAD_REF" ]; then
          echo "(skipping matchers for pull request from local branches)"
        else
          echo "::add-matcher::.github/workflows/flake8-matcher.json"
        fi
        if [ "$GITHUB_EVENT_NAME" == "pull_request" ]; then
          [ -n "$GITHUB_BASE_REF" ] && BASE_REF_SHORT="${GITHUB_BASE_REF}" || BASE_REF_SHORT="main"
          BASE_REF="origin/${BASE_REF_SHORT}"
          git remote set-branches origin "$BASE_REF_SHORT"
          BASE_COMMIT=$(git rev-list --first-parent --max-parents=0 --max-count=1 HEAD)
          BASE_TIMESTAMP=$(git log --format=%ct "${BASE_COMMIT}")
          git fetch --no-tags --shallow-since "${BASE_TIMESTAMP}" origin "${BASE_REF_SHORT}"
        else
          BASE_REF="HEAD~1"
        fi
        pants lint --changed-since=$BASE_REF --changed-dependents=transitive
    - name: Upload pants log
      uses: actions/upload-artifact@v4
      with:
        name: pants.lint.log
        path: .pants.d/workdir/pants.log
      if: always()  # We want the log even on failures.


  check-alembic-migrations:
    if: |
      (
        contains(github.event.pull_request.labels.*.name, 'require:db-migration')
        || (github.event_name == 'push' && contains(github.ref, 'refs/tags/'))
      )
      && !contains(fromJSON('["flow:merge-queue", "flow:hotfix"]'), github.event.label.name)
      && github.event.pull_request.merged == false
      && needs.optimize-ci.outputs.skip == 'false'
    needs: [optimize-ci]
    runs-on: ubuntu-latest
    steps:
    - name: Check out the revision
      uses: actions/checkout@v4
      with:
        lfs: false
    - name: Parse versions from config
      run: |
        PYTHON_VERSION=$(grep -m 1 -oP '(?<=CPython==)([^"]+)' pants.toml)
        echo "PANTS_CONFIG_FILES=pants.ci.toml" >> $GITHUB_ENV
        echo "PROJECT_PYTHON_VERSION=$PYTHON_VERSION" >> $GITHUB_ENV
    - name: Set up Python as Runtime
      uses: actions/setup-python@v5
      with:
        python-version: ${{ env.PROJECT_PYTHON_VERSION }}
    - name: Check for multiple heads
      run: python scripts/check-multiple-alembic-heads.py


  typecheck:
    if: |
      !(
        contains(toJSON(github.event.commits.*.msg), 'skip:ci')
        || contains(github.event.pull_request.labels.*.name, 'skip:ci')
        || needs.optimize-ci.outputs.skip == 'true'
      )
      && !contains(fromJSON('["flow:merge-queue", "flow:hotfix"]'), github.event.label.name)
      && github.event.pull_request.merged == false
    needs: [optimize-ci]
    runs-on: ubuntu-latest
    steps:
    - name: Calculate the fetch depth
      run: |
        if [ "$GITHUB_EVENT_NAME" == "pull_request" ]; then
          echo "GIT_FETCH_DEPTH=$(( ${{ github.event.pull_request.commits }} + 1 ))" >> "${GITHUB_ENV}"
        else
          echo "GIT_FETCH_DEPTH=2" >> "${GITHUB_ENV}"
        fi
    - name: Check out the revision with minimal required history
      uses: actions/checkout@v4
      with:
        fetch-depth: ${{ env.GIT_FETCH_DEPTH }}
        lfs: false
    - name: Extract Python version from pants.toml
      run: |
        PYTHON_VERSION=$(grep -m 1 -oP '(?<=CPython==)([^"]+)' pants.toml)
        echo "PANTS_CONFIG_FILES=pants.ci.toml" >> $GITHUB_ENV
        echo "PROJECT_PYTHON_VERSION=$PYTHON_VERSION" >> $GITHUB_ENV
    - name: Set up Python as Runtime
      uses: actions/setup-python@v5
      with:
        python-version: ${{ env.PROJECT_PYTHON_VERSION }}
    - name: Set up remote cache backend (if applicable)
      run: |
        echo "PANTS_REMOTE_STORE_ADDRESS=${REMOTE_CACHE_BACKEND_ENDPOINT}" >> $GITHUB_ENV
        echo "PANTS_REMOTE_CACHE_READ=true" >> $GITHUB_ENV
        echo "PANTS_REMOTE_CACHE_WRITE=true" >> $GITHUB_ENV
        echo "PANTS_REMOTE_INSTANCE_NAME=main" >> $GITHUB_ENV
      env:
        REMOTE_CACHE_BACKEND_ENDPOINT: ${{ secrets.PANTS_REMOTE_CACHE_ENDPOINT_ARC }}
      if: ${{ env.REMOTE_CACHE_BACKEND_ENDPOINT != '' }}
    - name: Bootstrap Pants
      uses: ./actions/init-pants
      with:
        named-caches-hash: ${{ hashFiles('python*.lock', 'tools/*.lock') }}
        cache-lmdb-store: 'true'
    - name: Typecheck
      run: |
        if [ "$GITHUB_EVENT_NAME" == "pull_request" -a -n "$GITHUB_HEAD_REF" ]; then
          echo "(skipping matchers for pull request from local branches)"
        else
          echo "::add-matcher::.github/workflows/mypy-matcher.json"
        fi
        if [ "$GITHUB_EVENT_NAME" == "pull_request" ]; then
          [ -n "$GITHUB_BASE_REF" ] && BASE_REF_SHORT="${GITHUB_BASE_REF}" || BASE_REF_SHORT="main"
          BASE_REF="origin/${BASE_REF_SHORT}"
          git remote set-branches origin "$BASE_REF_SHORT"
          BASE_COMMIT=$(git rev-list --first-parent --max-parents=0 --max-count=1 HEAD)
          BASE_TIMESTAMP=$(git log --format=%ct "${BASE_COMMIT}")
          git fetch --no-tags --shallow-since "${BASE_TIMESTAMP}" origin "${BASE_REF_SHORT}"
        else
          BASE_REF="HEAD~1"
        fi
        pants check --changed-since=$BASE_REF --changed-dependents=transitive
    - name: Upload pants log
      uses: actions/upload-artifact@v4
      with:
        name: pants.check.log
        path: .pants.d/workdir/pants.log
      if: always()  # We want the log even on failures.


  test:
    if: |
      !(
        contains(toJSON(github.event.commits.*.msg), 'skip:ci')
        || contains(github.event.pull_request.labels.*.name, 'skip:ci')
        || needs.optimize-ci.outputs.skip == 'true'
      )
      && !contains(fromJSON('["flow:merge-queue", "flow:hotfix"]'), github.event.label.name)
      && github.event.pull_request.merged == false
    needs: [optimize-ci]
    runs-on: [ubuntu-latest-8-cores]
    steps:
    - name: Calculate the fetch depth
      run: |
        if [ "$GITHUB_EVENT_NAME" == "pull_request" ]; then
          echo "GIT_FETCH_DEPTH=$(( ${{ github.event.pull_request.commits }} + 1 ))" >> "${GITHUB_ENV}"
        else
          echo "GIT_FETCH_DEPTH=2" >> "${GITHUB_ENV}"
        fi
    - name: Check out the revision with minimal required history
      uses: actions/checkout@v4
      with:
        fetch-depth: ${{ env.GIT_FETCH_DEPTH }}
        lfs: false
    - name: Extract Python version from pants.toml
      run: |
        PYTHON_VERSION=$(grep -m 1 -oP '(?<=CPython==)([^"]+)' pants.toml)
        echo "PANTS_CONFIG_FILES=pants.ci.toml" >> $GITHUB_ENV
        echo "PROJECT_PYTHON_VERSION=$PYTHON_VERSION" >> $GITHUB_ENV
    - name: Set up Python as Runtime
      uses: actions/setup-python@v5
      with:
        python-version: ${{ env.PROJECT_PYTHON_VERSION }}
    - name: Set up remote cache backend (if applicable)
      run: |
        echo "PANTS_REMOTE_STORE_ADDRESS=${REMOTE_CACHE_BACKEND_ENDPOINT}" >> $GITHUB_ENV
        echo "PANTS_REMOTE_CACHE_READ=true" >> $GITHUB_ENV
        echo "PANTS_REMOTE_CACHE_WRITE=true" >> $GITHUB_ENV
        echo "PANTS_REMOTE_INSTANCE_NAME=main" >> $GITHUB_ENV
      env:
        REMOTE_CACHE_BACKEND_ENDPOINT: ${{ secrets.PANTS_REMOTE_CACHE_ENDPOINT }}
      if: ${{ env.REMOTE_CACHE_BACKEND_ENDPOINT != '' }}
    - name: Bootstrap Pants
      uses: ./actions/init-pants
      with:
        named-caches-hash: ${{ hashFiles('python*.lock', 'tools/*.lock') }}
        cache-lmdb-store: 'true'
    - name: Test
      timeout-minutes: 15
      run: |
        # configure redis sentinel cluster hostnames for testing
        grep -q "127.0.0.1 node01" /etc/hosts || echo "127.0.0.1 node01" | sudo tee -a /etc/hosts
        grep -q "127.0.0.1 node02" /etc/hosts || echo "127.0.0.1 node02" | sudo tee -a /etc/hosts
        grep -q "127.0.0.1 node03" /etc/hosts || echo "127.0.0.1 node03" | sudo tee -a /etc/hosts
        if [ "$GITHUB_EVENT_NAME" == "pull_request" ]; then
          [ -n "$GITHUB_BASE_REF" ] && BASE_REF_SHORT="${GITHUB_BASE_REF}" || BASE_REF_SHORT="main"
          BASE_REF="origin/${BASE_REF_SHORT}"
          git remote set-branches origin "$BASE_REF_SHORT"
          BASE_COMMIT=$(git rev-list --first-parent --max-parents=0 --max-count=1 HEAD)
          BASE_TIMESTAMP=$(git log --format=%ct "${BASE_COMMIT}")
          git fetch --no-tags --shallow-since "${BASE_TIMESTAMP}" origin "${BASE_REF_SHORT}"
        else
          BASE_REF="HEAD~1"
        fi
        pants test --changed-since=$BASE_REF --changed-dependents=transitive -- -v
    - name: Upload pants log
      uses: actions/upload-artifact@v4
      with:
        name: pants.test.log
        path: .pants.d/workdir/pants.log
      if: always()  # We want the log even on failures.


  build-scies:
    needs: [lint, typecheck, test, check-alembic-migrations]
    if: github.event_name == 'push' && contains(github.ref, 'refs/tags/')
    strategy:
      fail-fast: false
      matrix:
        # ubuntu-latest: x86-64
        # ubuntu-22.04-arm64: aarch64
        # macos-12: intel
        # macos-13: apple silicon
        os: [ubuntu-latest, ubuntu-22.04-arm64, macos-13-xlarge, macos-12-large]
    runs-on: ${{ matrix.os }}
    steps:
    - name: Check out the revision
      uses: actions/checkout@v4
    - name: Fetch remote tags
      run: git fetch origin 'refs/tags/*:refs/tags/*' -f
    - name: Git LFS Pull
      run: git lfs pull
    - name: Extract Python version from pants.toml
      run: |
        PYTHON_VERSION=$(awk -F'["]' '/CPython==/ {print $2; exit}' pants.toml | sed 's/CPython==//')
        echo "PANTS_CONFIG_FILES=pants.ci.toml" >> $GITHUB_ENV
        echo "PROJECT_PYTHON_VERSION=$PYTHON_VERSION" >> $GITHUB_ENV
    - name: Install coreutils for macOS
      if: ${{ startsWith(matrix.os, 'macos') }}
      run: brew install coreutils
    - name: Set up Python as Runtime
      uses: actions/setup-python@v5
      with:
        python-version: ${{ env.PROJECT_PYTHON_VERSION }}
        cache: "pip"
    - name: Bootstrap Pants
      uses: pantsbuild/actions/init-pants@v8
      with:
        gha-cache-key: pants-cache-main-1-deploy-py${{ env.PROJECT_PYTHON_VERSION }}-${{ runner.os }}-${{ runner.arch }}
        named-caches-hash: ${{ hashFiles('python*.lock', 'tools/*.lock') }}
        cache-lmdb-store: 'false'
    - name: Build fat packages
      run: |
        pants --tag="scie" package '::'
        # 'pants run' does not support parallelization
        pants list --filter-tag-regex='checksum' '::' | xargs -n 1 pants run
    - name: Clean up intermediate pex files
      run: |
        rm -rf dist/src.*/
    - name: Upload scies
      uses: actions/upload-artifact@v4
      with:
        name: scies-${{ matrix.os }}
        path: dist/*
    - name: Upload pants log
      uses: actions/upload-artifact@v4
      with:
        name: pants-${{ matrix.os }}.build-scies.log
        path: .pants.d/workdir/pants.log
      if: always()  # We want the log even on failures.


  build-wheels:
    needs: [lint, typecheck, test, check-alembic-migrations]
    if: github.event_name == 'push' && contains(github.ref, 'refs/tags/')
    runs-on: ubuntu-latest
    steps:
    - name: Check out the revision
      uses: actions/checkout@v4
    - name: Fetch remote tags
      run: git fetch origin 'refs/tags/*:refs/tags/*' -f
    - name: Git LFS Pull
      run: git lfs pull
    - name: Extract Python version from pants.toml
      run: |
        PYTHON_VERSION=$(awk -F'["]' '/CPython==/ {print $2; exit}' pants.toml | sed 's/CPython==//')
        echo "PANTS_CONFIG_FILES=pants.ci.toml" >> $GITHUB_ENV
        echo "PROJECT_PYTHON_VERSION=$PYTHON_VERSION" >> $GITHUB_ENV
    - name: Set up Python as Runtime
      uses: actions/setup-python@v5
      with:
        python-version: ${{ env.PROJECT_PYTHON_VERSION }}
        cache: "pip"
    - name: Install local dependencies for packaging
      run: |
        pip install -U 'packaging>=21.3'
    - name: Bootstrap Pants
      uses: pantsbuild/actions/init-pants@v8
      with:
        gha-cache-key: pants-cache-main-1-deploy-py${{ env.PROJECT_PYTHON_VERSION }}-${{ runner.os }}-${{ runner.arch }}
        named-caches-hash: ${{ hashFiles('python*.lock', 'tools/*.lock') }}
        cache-lmdb-store: 'false'
    - name: Build wheel packages
      run: |
        # Normalize the package version
        PKGVER=$(python -c "import packaging.version,pathlib; print(str(packaging.version.Version(pathlib.Path('VERSION').read_text())))")
        echo "PKGVER=$PKGVER" >> $GITHUB_ENV
        # Build non-platform-specific wheels
        pants --platform-specific-resources-target=linux_x86_64 --tag="wheel" --tag="-platform-specific" package '::'
        # Build x86_64 wheels
        MANYLINUX_PTAG=manylinux2014_x86_64
        MACOS_PTAG=macosx_11_0_x86_64
        pants --platform-specific-resources-target=linux_x86_64 --tag="wheel" --tag="+platform-specific" package '::'
        for pkgname in "kernel_binary"; do
          mv "dist/backend.ai_${pkgname}-${PKGVER}-py3-none-any.whl" \
             "dist/backend.ai_${pkgname}-${PKGVER}-py3-none-${MANYLINUX_PTAG}.${MACOS_PTAG}.whl"
        done
        # Build arm64 wheels
        MANYLINUX_PTAG=manylinux2014_aarch64
        MACOS_PTAG=macosx_11_0_arm64
        pants --platform-specific-resources-target=linux_arm64 --tag="wheel" --tag="+platform-specific" package '::'
        for pkgname in "kernel_binary"; do
          mv "dist/backend.ai_${pkgname}-${PKGVER}-py3-none-any.whl" \
             "dist/backend.ai_${pkgname}-${PKGVER}-py3-none-${MANYLINUX_PTAG}.${MACOS_PTAG}.whl"
        done
        ls -lh dist
    - name: Upload wheels
      uses: actions/upload-artifact@v4
      with:
        name: wheels
        path: dist/*
    - name: Upload pants log
      uses: actions/upload-artifact@v4
      with:
        name: pants.build-wheels.log
        path: .pants.d/workdir/pants.log
      if: always()  # We want the log even on failures.


  build-sbom:
    needs: [lint, typecheck, test, check-alembic-migrations]
    if: ${{ github.event_name == 'push' && contains(github.ref, 'refs/tags/') }}
    uses: ./.github/workflows/sbom.yml


  make-final-release:
    needs: [build-scies, build-wheels, build-sbom]
    if: github.event_name == 'push' && contains(github.ref, 'refs/tags/')
    runs-on: ubuntu-latest
    permissions:
      contents: write
    environment: deploy-to-pypi
    steps:
    - uses: actions/checkout@v4
    - name: Fetch remote tags
      run: git fetch origin 'refs/tags/*:refs/tags/*' -f
    - name: Extract Python version from pants.toml
      run: |
        PYTHON_VERSION=$(grep -m 1 -oP '(?<=CPython==)([^"]+)' pants.toml)
        echo "PANTS_CONFIG_FILES=pants.ci.toml" >> $GITHUB_ENV
        echo "PROJECT_PYTHON_VERSION=$PYTHON_VERSION" >> $GITHUB_ENV
    - name: Set up Python as Runtime
      uses: actions/setup-python@v5
      with:
        python-version: ${{ env.PROJECT_PYTHON_VERSION }}
    - name: Install towncrier requirements
      run: |
        pip install -U -r tools/towncrier-requirements.txt
    - name: Install local dependencies for packaging
      run: |
        pip install -U 'twine~=5.0' 'packaging>=21.3'
    - name: Extract the release changelog
      run: |
        python ./scripts/extract-release-changelog.py
        python ./scripts/determine-release-type.py
    - name: Download wheels
      uses: actions/download-artifact@v4
      with:
        name: wheels
        path: dist
    - name: Download scies
      uses: actions/download-artifact@v4
      with:
        pattern: scies-*
        path: dist
        merge-multiple: true
    - name: Download SBOM report
      uses: actions/download-artifact@v4
      with:
        name: SBOM report
        path: dist
    - name: Release to GitHub
      uses: softprops/action-gh-release@v2
      with:
        body_path: "CHANGELOG_RELEASE.md"
        prerelease: ${{ env.IS_PRERELEASE }}
        files: |
          dist/*
    - name: Publish to PyPI
      env:
        TWINE_USERNAME: ${{ secrets.PYPI_USERNAME }}
        TWINE_PASSWORD: ${{ secrets.PYPI_PASSWORD }}
      # We don't use `pants publish ::` because we manually rename the
      # wheels after buildling them to add arch-specific tags.
      run: |
        twine upload dist/*.whl dist/*.tar.gz
    - name: Extract stable release version
      id: extract_stable_release_version
      run: |
        release_version=$(awk -F'.' '{print $1"."$2}' <<< "${{ github.ref_name }}")
        echo "RELEASE_VERSION=$release_version" >> $GITHUB_OUTPUT
    - name: Update stable installer shorten URL
      if: ${{ env.IS_PRERELEASE == 'false' && vars.STABLE_RELEASE == steps.extract_stable_release_version.outputs.RELEASE_VERSION }}
      run: |
        curl -X 'PATCH' \
          'https://bnd.ai/rest/v3/short-urls/installer-stable-macos-aarch64' \
          -H 'accept: application/json' \
          -H 'X-Api-Key: ${{ secrets.SHLINK_TOKEN }}' \
          -H 'Content-Type: application/json' \
          -d '{
          "longUrl": "https://github.com/lablup/backend.ai/releases/download/${{ github.ref_name }}/backendai-install-macos-aarch64"
        }'
        curl -X 'PATCH' \
          'https://bnd.ai/rest/v3/short-urls/installer-stable-macos-x86_64' \
          -H 'accept: application/json' \
          -H 'X-Api-Key: ${{ secrets.SHLINK_TOKEN }}' \
          -H 'Content-Type: application/json' \
          -d '{
          "longUrl": "https://github.com/lablup/backend.ai/releases/download/${{ github.ref_name }}/backendai-install-macos-x86_64"
        }'
        curl -X 'PATCH' \
          'https://bnd.ai/rest/v3/short-urls/installer-stable-linux-aarch64' \
          -H 'accept: application/json' \
          -H 'X-Api-Key: ${{ secrets.SHLINK_TOKEN }}' \
          -H 'Content-Type: application/json' \
          -d '{
          "longUrl": "https://github.com/lablup/backend.ai/releases/download/${{ github.ref_name }}/backendai-install-linux-aarch64"
        }'
        curl -X 'PATCH' \
          'https://bnd.ai/rest/v3/short-urls/installer-stable-linux-x86_64' \
          -H 'accept: application/json' \
          -H 'X-Api-Key: ${{ secrets.SHLINK_TOKEN }}' \
          -H 'Content-Type: application/json' \
          -d '{
          "longUrl": "https://github.com/lablup/backend.ai/releases/download/${{ github.ref_name }}/backendai-install-linux-x86_64"
        }'
    - name: Extract edge release version
      id: extract_edge_release_version
      run: |
        release_version=$(git branch -r | grep -E 'origin/[0-9]{2}\.[0-9]{2}$' | awk -F'/' '{print $2}' | sort -V | tail -n 1)
        echo "RELEASE_VERSION=$release_version" >> $GITHUB_OUTPUT
    - name: Update edge installer shorten URL
      if: ${{ startsWith(github.ref_name, steps.extract_edge_release_version.outputs.RELEASE_VERSION) }}
      run: |
        curl -X 'PATCH' \
          'https://bnd.ai/rest/v3/short-urls/installer-edge-macos-aarch64' \
          -H 'accept: application/json' \
          -H 'X-Api-Key: ${{ secrets.SHLINK_TOKEN }}' \
          -H 'Content-Type: application/json' \
          -d '{
          "longUrl": "https://github.com/lablup/backend.ai/releases/download/${{ github.ref_name }}/backendai-install-macos-aarch64"
        }'
        curl -X 'PATCH' \
          'https://bnd.ai/rest/v3/short-urls/installer-edge-macos-x86_64' \
          -H 'accept: application/json' \
          -H 'X-Api-Key: ${{ secrets.SHLINK_TOKEN }}' \
          -H 'Content-Type: application/json' \
          -d '{
          "longUrl": "https://github.com/lablup/backend.ai/releases/download/${{ github.ref_name }}/backendai-install-macos-x86_64"
        }'
        curl -X 'PATCH' \
          'https://bnd.ai/rest/v3/short-urls/installer-edge-linux-aarch64' \
          -H 'accept: application/json' \
          -H 'X-Api-Key: ${{ secrets.SHLINK_TOKEN }}' \
          -H 'Content-Type: application/json' \
          -d '{
          "longUrl": "https://github.com/lablup/backend.ai/releases/download/${{ github.ref_name }}/backendai-install-linux-aarch64"
        }'
        curl -X 'PATCH' \
          'https://bnd.ai/rest/v3/short-urls/installer-edge-linux-x86_64' \
          -H 'accept: application/json' \
          -H 'X-Api-Key: ${{ secrets.SHLINK_TOKEN }}' \
          -H 'Content-Type: application/json' \
          -d '{
          "longUrl": "https://github.com/lablup/backend.ai/releases/download/${{ github.ref_name }}/backendai-install-linux-x86_64"
        }'


  build-conda-pack-for-windows:
    needs: [make-final-release]
    if: github.event_name == 'push' && contains(github.ref, 'refs/tags/')
    runs-on: windows-latest
    permissions:
      contents: write

    steps:
    - name: Check out the revision
      uses: actions/checkout@v4
    - name: Git LFS Pull
      run: git lfs pull
    - name: Extract Python version from pants.toml
      shell: bash
      run: |
        export LANG=C.UTF-8
        PYTHON_VERSION=$(grep -m 1 -oP '(?<=CPython==)([^"]+)' pants.toml)
        echo "PANTS_CONFIG_FILES=pants.ci.toml" >> $GITHUB_ENV
        echo "PROJECT_PYTHON_VERSION=$PYTHON_VERSION" >> $GITHUB_ENV
    - name: Set up Python
      uses: actions/setup-python@v5
      with:
        python-version: ${{ env.PROJECT_PYTHON_VERSION }}
        cache: pip
    - name: Install local dependencies for packaging
      run: |
        pip install -U 'packaging>=21.3'
    - name: Normalize the package version
      shell: bash
      run: |
        PKGVER=$(python -c "import packaging.version,pathlib; print(str(packaging.version.Version(pathlib.Path('VERSION').read_text())))")
        echo "PKGVER=$PKGVER" >> $GITHUB_ENV
    - name: Install conda-pack
      uses: s-weigand/setup-conda@v1
      with:
        activate-conda: false
    - name: Download wheels
      uses: actions/download-artifact@v4
      with:
        name: wheels
        path: dist
    - name: Create conda environment
      # FIXME: Let's think about resolving dependency of backend.ai-client package programmatically, instead of hardcoding it.
      run: |
        pip install conda-pack
        conda create -n backend.ai-client python=${{ env.PROJECT_PYTHON_VERSION }}
        conda activate backend.ai-client
        pip install dist/backend.ai_client-${{ env.PKGVER }}-py3-none-any.whl dist/backend.ai_cli-${{ env.PKGVER }}-py3-none-any.whl dist/backend.ai_common-${{ env.PKGVER }}-py3-none-any.whl dist/backend.ai_plugin-${{ env.PKGVER }}-py3-none-any.whl
        conda-pack -o backend.ai-client-${{ github.ref_name }}-windows-conda.zip
    - name: Upload conda-pack to GitHub release
      run: |
        gh release upload ${{ github.ref_name }} backend.ai-client-${{ github.ref_name }}-windows-conda.zip
      env:
        GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}