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amdsmi-packaging-test

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Integration testing for amd-smi Python packaging. Use when: testing package installs, multi-OS testing, manylinux wheel builds, offline install verification, glibc/Python version compatibility, post-install smoke tests.

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Packaging & Integration Test — amd-smi

End-to-end testing of amd-smi package builds, installs, and Python imports across multiple OS containers. Covers offline (system package) installs, wheel builds, and manylinux compatibility.

When to Use

  • After changes to packaging files (DEBIAN/postinst.in, RPM/post.in, py-interface/CMakeLists.txt, src/CMakeLists.txt)
  • After changes to Python wrapper/loader (amdsmi_wrapper.py, amdsmi_init.py)
  • After changes to wheel build tooling (tools/build_wheel_debian.py, tools/build_wheel_rpm.py)
  • After changes to tools/generator.py or py-interface/setup.py.in / py-interface/pyproject.toml.in
  • When reviewing PRs that touch BUILD_PYTHON_WHEEL cmake paths
  • Before merging any Python packaging PR

Prerequisites

  • Docker installed and running
  • Build artifacts available (run amdsmi-build-install skill first, or use manylinux build below)
  • $WORKSPACE is the amd-smi workspace root

1. Manylinux Container Build

Build packages inside a manylinux container to produce both RPM and DEB artifacts with a known glibc baseline.

docker run --rm \
  -v "$WORKSPACE:/src" \
  quay.io/pypa/manylinux_2_28_x86_64 \
  bash -c '
set -e
yum install -y -q libdrm-devel rpm-build dpkg cmake3 ninja-build python3-pip 2>&1 | tail -3
python3 -m pip install --quiet "setuptools>=59.0" wheel

cd /src
rm -rf build-manylinux
cmake -S . -B build-manylinux \
    -G Ninja \
    -DBUILD_TESTS=OFF \
    -DENABLE_LDCONFIG=OFF \
    -DCMAKE_BUILD_TYPE=RelWithDebInfo \
    -DCPACK_GENERATOR="RPM;DEB" 2>&1 | tail -15
# NOTE: ENABLE_LDCONFIG=OFF is intentional. Real users typically do not enable
# ldconfig for amd-smi, and leaving it ON during testing masks bugs in the
# wrapper's library-resolution logic (the linker becomes a safety net that
# hides path-resolution failures). Test the no-ldconfig path that real
# deployments use.

cmake --build build-manylinux -j"$(nproc)" 2>&1 | tail -15
cd build-manylinux && cpack 2>&1 | tail -10
ls -la *.rpm *.deb 2>/dev/null
'

Expected outputs:

  • amd-smi-lib_<version>_amd64.deb
  • amd-smi-lib-<version>.el8.x86_64.rpm
  • amd-smi-lib-tests_<version>_amd64.deb (if -DBUILD_TESTS=ON)
  • amd-smi-lib-tests-<version>.el8.x86_64.rpm (if -DBUILD_TESTS=ON)

Key fact: manylinux_2_28 targets glibc 2.28. Packages built here are compatible with RHEL 8+, Ubuntu 20.04+, SLES 15+.


2. Multi-OS Install Testing

Test package installation and Python import across multiple OS containers. This is the core validation: packages must install and import amdsmi must succeed on every target OS.

Target Matrix

This matrix mirrors .github/workflows/amdsmi-build.yml (os: lists at lines 28, 142, 366, 568). The CI workflow resolves images from GitHub repo variables (vars.<OS>_DOCKER_IMAGE) which point at AMD-internal registries. Use gh variable get <LABEL>_DOCKER_IMAGE to fetch the CI image (requires gh auth login against github.com/ROCm/rocm-systems, read access to the repo's variables, and AMD VPN); off-VPN or unauthenticated callers get the public fallback below.

CI labelPublic fallbackFormatMin PythonMin glibc
Ubuntu20ubuntu:20.04DEB3.82.31
Ubuntu22ubuntu:22.04DEB3.102.35
Ubuntu24ubuntu:24.04DEB3.122.39
Debian10debian:10 (needs archive.debian.org sources)DEB3.72.28
SLESregistry.suse.com/bci/bci-base:15.6RPM3.62.31
RHEL8registry.access.redhat.com/ubi8/ubi:latestRPM3.6.82.28
RHEL9registry.access.redhat.com/ubi9/ubi:latestRPM3.92.34
RHEL10registry.access.redhat.com/ubi10/ubi:latestRPM3.122.39
AzureLinux3mcr.microsoft.com/azurelinux/base/core:3.0RPM3.122.38
AlmaLinux8almalinux:8RPM3.62.28

Multi-OS Test Script

Set $BUILD_DIR to the directory containing built .rpm and .deb files. The ci_image helper prefers the CI image (via gh variable get) and falls back to the public image if gh isn't authenticated or the variable isn't set.

BUILD_DIR="$WORKSPACE/build-manylinux"  # or $WORKSPACE/build
RPM_NAME=$(ls "$BUILD_DIR"/amd-smi-lib-*[!tests]*.rpm 2>/dev/null | head -1 | xargs basename)
DEB_NAME=$(ls "$BUILD_DIR"/amd-smi-lib_*.deb 2>/dev/null | grep -v tests | head -1 | xargs basename)

# Resolve a CI image: prefer vars.<LABEL>_DOCKER_IMAGE, else public fallback.
ci_image() {
  local label=$1 fallback=$2 img
  img=$(gh variable get "${label}_DOCKER_IMAGE" 2>/dev/null) || img=""
  echo "${img:-$fallback}"
}

for spec in \
  "ubuntu20|Ubuntu20|ubuntu:20.04|deb|$DEB_NAME" \
  "ubuntu22|Ubuntu22|ubuntu:22.04|deb|$DEB_NAME" \
  "ubuntu24|Ubuntu24|ubuntu:24.04|deb|$DEB_NAME" \
  "debian10|Debian10|debian:10|deb|$DEB_NAME" \
  "sles|SLES|registry.suse.com/bci/bci-base:15.6|rpm|$RPM_NAME" \
  "rhel8|RHEL8|registry.access.redhat.com/ubi8/ubi:latest|rpm|$RPM_NAME" \
  "rhel9|RHEL9|registry.access.redhat.com/ubi9/ubi:latest|rpm|$RPM_NAME" \
  "rhel10|RHEL10|registry.access.redhat.com/ubi10/ubi:latest|rpm|$RPM_NAME" \
  "azurelinux3|AzureLinux3|mcr.microsoft.com/azurelinux/base/core:3.0|rpm|$RPM_NAME" \
  "almalinux8|AlmaLinux8|almalinux:8|rpm|$RPM_NAME"; do

  IFS='|' read -r name label fallback fmt pkg <<< "$spec"
  img=$(ci_image "$label" "$fallback")
  echo ""
  echo "##### $name ($img / $fmt / $pkg) #####"
  docker run --rm -e PKG="$pkg" -e FMT="$fmt" \
    -v "$BUILD_DIR:/work:ro" \
    "$img" bash -c '
      set +e
      if [ "$FMT" = "rpm" ]; then
        yum install -y -q python3 python3-pip 2>&1 | tail -1
      else
        export DEBIAN_FRONTEND=noninteractive
        apt-get update -qq 2>&1 | tail -1
        apt-get install -y -qq python3 python3-pip 2>&1 | tail -1
      fi
      python3 --version
      python3 -c "import setuptools; print(\"setuptools:\", setuptools.__version__)" 2>&1
      python3 -m pip --version

      echo ""
      echo "--- install pkg ---"
      if [ "$FMT" = "rpm" ]; then
        rpm -ivh --nodeps /work/$PKG 2>&1 | tail -15
      else
        dpkg --force-depends -i /work/$PKG 2>&1 | tail -15
      fi

      echo ""
      echo "--- pip list amdsmi ---"
      python3 -m pip list --disable-pip-version-check 2>/dev/null | grep -i amdsmi || echo "amdsmi NOT in pip list"

      echo ""
      echo "--- import amdsmi ---"
      python3 -c "import amdsmi; print(\"OK:\", amdsmi.__file__)" 2>&1 | tail -3

      echo ""
      echo "--- amdsmi_init smoke ---"
      python3 -c "
import amdsmi
try:
    amdsmi.amdsmi_init()
    print(\"init OK\")
    handles = amdsmi.amdsmi_get_processor_handles()
    print(\"handles:\", len(handles))
    amdsmi.amdsmi_shut_down()
except Exception as e:
    print(\"init result:\", type(e).__name__, str(e)[:80])
" 2>&1 | tail -5
    '
done

Pass/Fail Criteria

For each OS container, verify all four checkpoints:

#CheckpointPassFail
1Package installsNo errors from dpkg -i / rpm -ivh❌ Install error
2pip list shows amdsmiamdsmi <version> in output❌ Missing from pip
3import amdsmi succeedsPrints OK: <path>❌ ImportError
4amdsmi_init() doesn't crashPrints init OK (0 handles OK in container — no GPU)❌ Python crash/traceback

Expected in containers without GPU: init OK with handles: 0. The libdrm_amdgpu.so.1 warning is normal and expected — it means the library gracefully handles missing GPU drivers.

Critical regressions to watch for:

  • ModuleNotFoundError: No module named 'amdsmi' — postinst wheel install failed
  • ImportError: libamd_smi.so — library not found by wrapper
  • SyntaxError on Python 3.6.8 — f-strings OK, but walrus operator (:=) or Union[X | Y] breaks

3. Offline vs Online Install Testing

Test that package install works without internet access (offline) — the postinst script must use the bundled wheel, not download from PyPI.

Offline Install Test

docker run --rm --network none \
  -e PKG="$DEB_NAME" \
  -v "$BUILD_DIR:/work:ro" \
  ubuntu:22.04 bash -c '
    export DEBIAN_FRONTEND=noninteractive
    # NOTE: cannot apt-get update (no network) — use what is in the base image
    dpkg --force-depends -i /work/$PKG 2>&1 | tail -15
    python3 -c "import amdsmi; print(\"OK:\", amdsmi.__file__)" 2>&1
'

Pass: import amdsmi succeeds. The postinst script installs from the bundled wheel at /opt/rocm/share/amd_smi/amdsmi-*.whl.

Fail: Any pip install step tries to reach the network → hangs or errors. This means the postinst is not using --no-index --find-links or equivalent.

Online Install Test (comparison)

Same as section 2 — the standard multi-OS test runs with network access. Compare behavior to offline: both should produce identical pip list output.


4. Wheel Build Testing

Test the standalone wheel build scripts (tools/build_wheel_debian.py, tools/build_wheel_rpm.py) in their intended environments.

Debian Wheel Build

docker run --rm \
  -v "$WORKSPACE:/src" \
  quay.io/pypa/manylinux_2_28_x86_64 \
  bash -c '
    cd /src
    python3 tools/build_wheel_debian.py --project-dir /src --all-pythons 2>&1 | tail -30
    ls -la /src/wheelhouse/*.whl 2>/dev/null || echo "NO WHEELS PRODUCED"
'

RPM Wheel Build

docker run --rm \
  -v "$WORKSPACE:/src" \
  quay.io/pypa/manylinux_2_28_x86_64 \
  bash -c '
    cd /src
    python3 tools/build_wheel_rpm.py --project-dir /src 2>&1 | tail -30
    ls -la /src/wheelhouse/*.whl 2>/dev/null || echo "NO WHEELS PRODUCED"
'

Wheel Validation

After building wheels, verify:

# Check wheel metadata
python3 -m zipfile -l wheelhouse/*.whl | head -20

# Check platform tags (should be manylinux_2_28 after auditwheel repair)
ls wheelhouse/*.whl

# Install and test
pip install wheelhouse/amdsmi-*.whl
python3 -c "import amdsmi; print(amdsmi.__file__)"

System Package + Wheel Conflict Matrix

The dual-library design (BUILD_PYTHON_WHEEL) ships libamd_smi.so in the system package and a SONAME-renamed libamd_smi_python.so inside the wheel. The two MUST be safely co-installable in the same Python process. Run tests/run_amdsmi_pkg_conflict_test.py to validate all four scenarios in one container:

python3 tests/run_amdsmi_pkg_conflict_test.py \
    --build-dir build-manylinux \
    --wheel-dir build-manylinux/py-interface/python_package \
    --image ubuntu:22.04

The driver verifies, in order:

#ScenarioPass criterion
1system pkg ALONE_loaded_lib_path is /opt/rocm/lib64/libamd_smi.so; amdsmi_init runs
2wheel ALONE_loaded_lib_path is <site>/amdsmi/libamd_smi_python.so; amdsmi_init runs
3system pkg + wheelboth .so files present, SONAMEs differ (libamd_smi.so.<X> vs libamd_smi_python.so); amdsmi_init runs
4forced dual-load via ctypes.CDLL(..., RTLD_GLOBAL)amdsmi_init + amdsmi_shut_down complete with no SIGSEGV

Critical regression to watch for: if scenario 3's SONAME assertion ever fails, the two-library guarantee is broken and the wheel is one pip install away from segfaulting any system that already has the .deb/.rpm installed. This is the failure mode BUILD_PYTHON_WHEEL exists to prevent.

Note: requires a wheel built with -DBUILD_PYTHON_WHEEL=ON (the wheel-build scripts already do this; a default cmake .. && make does NOT).


5. Python Version Compatibility

The amdsmi package must work across Python 3.6.8 through 3.12+.

Version-Specific Concerns

PythonOSConcern
3.6.8RHEL 8, SLES 15No walrus :=, no Union[X | Y], no str.removeprefix(). setuptools may be very old (39.x).
3.8Ubuntu 20.04Oldest Debian-based target. pip may need --break-system-packages on newer pip versions.
3.10Ubuntu 22.04Middle ground — generally trouble-free.
3.11+SLES (via zypper)May need explicit zypper install of python311 package.
3.12Ubuntu 24.04, AzureLinux 3distutils removed — setuptools must provide it.

Quick Syntax Check

Verify no 3.7+ syntax leaks into code that must run on 3.6:

python3.6 -c "import py_compile; py_compile.compile('py-interface/amdsmi_wrapper.py', doraise=True)"
python3.6 -c "import py_compile; py_compile.compile('amdsmi_cli/amdsmi_init.py', doraise=True)"

Or in a container:

docker run --rm -v "$WORKSPACE:/src:ro" \
  registry.access.redhat.com/ubi8/ubi:latest \
  python3 -c "
import py_compile, sys
for f in ['py-interface/amdsmi_wrapper.py', 'amdsmi_cli/amdsmi_init.py', 'tools/generator.py']:
    try:
        py_compile.compile('/src/' + f, doraise=True)
        print(f'OK: {f}')
    except py_compile.PyCompileError as e:
        print(f'FAIL: {f}: {e}')
        sys.exit(1)
"

6. glibc Compatibility

Shared libraries built on a newer glibc will fail to load on older systems.

Minimum glibc Target: 2.28 (manylinux_2_28)

This covers RHEL 8+, Ubuntu 20.04+, Debian 10+, SLES 15+.

Verify glibc Requirements

After building libamd_smi.so:

# Check GLIBC version requirements of the built library
objdump -T build/libamd_smi.so | grep GLIBC | sed 's/.*GLIBC_//' | sort -Vu
# or
readelf -V build/libamd_smi.so | grep GLIBC | awk '{print $3}' | sort -Vu

Pass: Highest GLIBC version ≤ 2.28. Fail: Any GLIBC version > 2.28 → library won't load on RHEL 8 / Debian 10.

Build in manylinux for safety

Building inside quay.io/pypa/manylinux_2_28_x86_64 guarantees glibc 2.28 ceiling. Always use the manylinux container build (section 1) for release artifacts.


7. Build Automation Script Testing

Test tests/amdsmi_build/run_amdsmi_build.py which mirrors the CI workflow locally:

# Ubuntu / Debian
sudo python3 tests/amdsmi_build/run_amdsmi_build.py --package-manager apt --os-label Ubuntu22

# RHEL / AlmaLinux
sudo python3 tests/amdsmi_build/run_amdsmi_build.py --package-manager dnf --package-format rpm --os-label RHEL9

# SLES (auto-bootstraps Python 3.11 if system Python is 3.6)
sudo python3 tests/amdsmi_build/run_amdsmi_build.py --package-manager zypper --package-format rpm --os-label SLES

The script should:

  1. Configure & build
  2. Package (DEB or RPM)
  3. Install the package
  4. Run amd-smi version
  5. Run import amdsmi smoke test
  6. Optionally build and verify wheel

Quick Reference: One-Shot Multi-OS Validation

Fastest way to validate packaging changes — run after amdsmi-build-install skill or manylinux build:

BUILD_DIR="$WORKSPACE/build-manylinux"
# Expand to all targets as needed; minimum: rhel8 + ubuntu22 + ubuntu24
for spec in \
  "ubuntu22|Ubuntu22|ubuntu:22.04|deb" \
  "rhel9|RHEL9|registry.access.redhat.com/ubi9/ubi:latest|rpm" \
  "azurelinux3|AzureLinux3|mcr.microsoft.com/azurelinux/base/core:3.0|rpm"; do
  IFS='|' read -r name label fallback fmt <<< "$spec"
  img=$(gh variable get "${label}_DOCKER_IMAGE" 2>/dev/null) || img="$fallback"
  pkg=$(ls "$BUILD_DIR"/*amd-smi-lib*[!tests]*.$fmt 2>/dev/null | head -1)
  [[ -z "$pkg" ]] && echo "SKIP $name: no .$fmt package" && continue
  echo "=== $name ==="
  docker run --rm -v "$pkg:/pkg.$(basename "$pkg" | rev | cut -d. -f1 | rev):ro" "$img" bash -c '
    set +e; fmt="'"$fmt"'"
    if [[ "$fmt" == "rpm" ]]; then yum install -y -q python3 2>&1|tail -1; rpm -ivh --nodeps /pkg.rpm 2>&1|tail -5
    else export DEBIAN_FRONTEND=noninteractive; apt-get update -qq 2>&1|tail -1; apt-get install -y -qq python3 python3-pip 2>&1|tail -1; dpkg --force-depends -i /pkg.deb 2>&1|tail -5; fi
    python3 -c "import amdsmi; print(\"PASS:\", amdsmi.__file__)" 2>&1
  '
done

Severity (when used by review agents)

MarkerUse for
❌ BLOCKINGImport fails on any target OS, package won't install, offline install broken
⚠️ IMPORTANTMissing OS from test matrix, glibc > 2.28, Python 3.6 syntax error
💡 SUGGESTIONAdditional OS targets, auditwheel repair for manylinux tags
📋 FUTURE WORKARM64 packaging, conda packaging