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Merge pull request #368 from leofang/wheel_test
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Test against CUDA wheels
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leofang authored Jan 12, 2025
2 parents 604fcac + 97c8c3e commit 57a710a
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Showing 5 changed files with 221 additions and 166 deletions.
178 changes: 15 additions & 163 deletions .github/workflows/build-and-test.yml
Original file line number Diff line number Diff line change
Expand Up @@ -198,181 +198,33 @@ jobs:
- "12.6.2"
- "12.0.1"
- "11.8.0"
local-ctk:
- 1 # use mini CTK
- 0 # use CTK wheels
runner:
- default
include:
- host-platform: linux-64
python-version: "3.12"
cuda-version: "12.6.2"
runner: H100
name: Test (${{ matrix.host-platform }}, Python ${{ matrix.python-version }}, CUDA ${{ matrix.cuda-version }}, Runner ${{ matrix.runner }})
name: Test (${{ matrix.host-platform }}, Python ${{ matrix.python-version }}, CUDA ${{ matrix.cuda-version }}, Runner ${{ matrix.runner }}, ${{ (matrix.local-ctk == '1' && 'local CTK') || 'CTK wheels' }})
# The build stage could fail but we want the CI to keep moving.
if: ${{ github.repository_owner == 'nvidia' && !cancelled() }}
permissions:
id-token: write # This is required for configure-aws-credentials
contents: read # This is required for actions/checkout
runs-on: ${{ (matrix.runner == 'default' && matrix.host-platform == 'linux-64' && 'linux-amd64-gpu-v100-latest-1') ||
(matrix.runner == 'default' && matrix.host-platform == 'linux-aarch64' && 'linux-arm64-gpu-a100-latest-1') ||
(matrix.runner == 'H100' && 'linux-amd64-gpu-h100-latest-1-testing') }}
# Our self-hosted runners require a container
# TODO: use a different (nvidia?) container
container:
options: -u root --security-opt seccomp=unconfined --shm-size 16g
image: ubuntu:22.04
env:
NVIDIA_VISIBLE_DEVICES: ${{ env.NVIDIA_VISIBLE_DEVICES }}
needs:
- build
defaults:
run:
shell: bash --noprofile --norc -xeuo pipefail {0}
steps:
- name: Ensure GPU is working
run: nvidia-smi

- name: Checkout ${{ github.event.repository.name }}
uses: actions/checkout@v4
with:
fetch-depth: 0

- name: Set environment variables
run: |
PYTHON_VERSION_FORMATTED=$(echo '${{ matrix.python-version }}' | tr -d '.')
if [[ "${{ matrix.host-platform }}" == linux* ]]; then
REPO_DIR=$(pwd)
elif [[ "${{ matrix.host-platform }}" == win* ]]; then
PWD=$(pwd)
REPO_DIR=$(cygpath -w $PWD)
fi
BUILD_CUDA_MAJOR="$(cut -d '.' -f 1 <<< ${{ needs.build.outputs.BUILD_CTK_VER }})"
TEST_CUDA_MAJOR="$(cut -d '.' -f 1 <<< ${{ matrix.cuda-version }})"
if [[ $BUILD_CUDA_MAJOR != $TEST_CUDA_MAJOR ]]; then
SKIP_CUDA_BINDINGS_TEST=1
else
SKIP_CUDA_BINDINGS_TEST=0
fi
# make outputs from the previous job as env vars
CUDA_CORE_ARTIFACT_BASENAME="cuda-core-python${PYTHON_VERSION_FORMATTED}-${{ matrix.host-platform }}"
echo "PYTHON_VERSION_FORMATTED=${PYTHON_VERSION_FORMATTED}" >> $GITHUB_ENV
echo "CUDA_CORE_ARTIFACT_BASENAME=${CUDA_CORE_ARTIFACT_BASENAME}" >> $GITHUB_ENV
echo "CUDA_CORE_ARTIFACT_NAME=${CUDA_CORE_ARTIFACT_BASENAME}-${{ github.sha }}" >> $GITHUB_ENV
echo "CUDA_CORE_ARTIFACTS_DIR=$(realpath "$REPO_DIR/cuda_core/dist")" >> $GITHUB_ENV
CUDA_BINDINGS_ARTIFACT_BASENAME="cuda-bindings-python${PYTHON_VERSION_FORMATTED}-cuda${{ needs.build.outputs.BUILD_CTK_VER }}-${{ matrix.host-platform }}"
echo "CUDA_BINDINGS_ARTIFACT_BASENAME=${CUDA_BINDINGS_ARTIFACT_BASENAME}" >> $GITHUB_ENV
echo "CUDA_BINDINGS_ARTIFACT_NAME=${CUDA_BINDINGS_ARTIFACT_BASENAME}-${{ github.sha }}" >> $GITHUB_ENV
echo "CUDA_BINDINGS_ARTIFACTS_DIR=$(realpath "$REPO_DIR/cuda_bindings/dist")" >> $GITHUB_ENV
echo "SKIP_CUDA_BINDINGS_TEST=${SKIP_CUDA_BINDINGS_TEST}" >> $GITHUB_ENV
- name: Install dependencies
uses: ./.github/actions/install_unix_deps
continue-on-error: false
with:
# gcc for Cython tests, jq/wget for artifact fetching
dependencies: "build-essential jq wget"
dependent_exes: "gcc jq wget"

- name: Download cuda.bindings build artifacts
if: ${{ env.SKIP_CUDA_BINDINGS_TEST == '0'}}
uses: actions/download-artifact@v4
with:
name: ${{ env.CUDA_BINDINGS_ARTIFACT_NAME }}
path: ${{ env.CUDA_BINDINGS_ARTIFACTS_DIR }}

- name: Download cuda.bindings build artifacts from the prior branch
if: ${{ env.SKIP_CUDA_BINDINGS_TEST == '1'}}
env:
GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
run: |
# See https://github.com/cli/cli/blob/trunk/docs/install_linux.md#debian-ubuntu-linux-raspberry-pi-os-apt.
# gh is needed for artifact fetching.
mkdir -p -m 755 /etc/apt/keyrings \
&& out=$(mktemp) && wget -nv -O$out https://cli.github.com/packages/githubcli-archive-keyring.gpg \
&& cat $out | tee /etc/apt/keyrings/githubcli-archive-keyring.gpg > /dev/null \
&& chmod go+r /etc/apt/keyrings/githubcli-archive-keyring.gpg \
&& echo "deb [arch=$(dpkg --print-architecture) signed-by=/etc/apt/keyrings/githubcli-archive-keyring.gpg] https://cli.github.com/packages stable main" | tee /etc/apt/sources.list.d/github-cli.list > /dev/null \
&& apt update \
&& apt install gh -y
OLD_BRANCH=$(cat .github/BACKPORT_BRANCH)
OLD_BASENAME="cuda-bindings-python${PYTHON_VERSION_FORMATTED}-cuda*-${{ matrix.host-platform }}*"
LATEST_PRIOR_RUN_ID=$(gh run list -b ${OLD_BRANCH} -L 1 -w "CI: Build and test" -s completed -R NVIDIA/cuda-python --json databaseId | jq '.[]| .databaseId')
gh run download $LATEST_PRIOR_RUN_ID -p ${OLD_BASENAME} -R NVIDIA/cuda-python
ls -al $OLD_BASENAME
mkdir -p "${{ env.CUDA_BINDINGS_ARTIFACTS_DIR }}"
mv $OLD_BASENAME/*.whl "${{ env.CUDA_BINDINGS_ARTIFACTS_DIR }}"/
- name: Display structure of downloaded cuda.bindings artifacts
run: |
pwd
ls -lahR $CUDA_BINDINGS_ARTIFACTS_DIR
- name: Download cuda.core build artifacts
uses: actions/download-artifact@v4
with:
name: ${{ env.CUDA_CORE_ARTIFACT_NAME }}
path: ${{ env.CUDA_CORE_ARTIFACTS_DIR }}

- name: Display structure of downloaded cuda.core build artifacts
run: |
pwd
ls -lahR $CUDA_CORE_ARTIFACTS_DIR
- name: Set up Python ${{ matrix.python-version }}
uses: actions/setup-python@v5
with:
python-version: ${{ matrix.python-version }}
env:
# we use self-hosted runners on which setup-python behaves weirdly...
AGENT_TOOLSDIRECTORY: "/opt/hostedtoolcache"

- name: Set up mini CTK
uses: ./.github/actions/fetch_ctk
continue-on-error: false
with:
host-platform: ${{ matrix.host-platform }}
cuda-version: ${{ matrix.cuda-version }}

- name: Run cuda.bindings tests
if: ${{ env.SKIP_CUDA_BINDINGS_TEST == '0' }}
run: |
ls $CUDA_PATH
pushd "${CUDA_BINDINGS_ARTIFACTS_DIR}"
pip install *.whl
popd
pushd ./cuda_bindings
pip install -r requirements.txt
pytest -rxXs tests/
if [[ "${{ matrix.host-platform }}" == linux* ]]; then
bash tests/cython/build_tests.sh
elif [[ "${{ matrix.host-platform }}" == win* ]]; then
# TODO: enable this once win-64 runners are up
exit 1
fi
pytest -rxXs tests/cython
popd
- name: Run cuda.core tests
run: |
# If build/test majors match: cuda.bindings is installed in the previous step.
# If mismatch: cuda.bindings is installed from the backport branch.
if [[ "${SKIP_CUDA_BINDINGS_TEST}" == 1 ]]; then
pushd "${CUDA_BINDINGS_ARTIFACTS_DIR}"
pip install *.whl
popd
fi
TEST_CUDA_MAJOR="$(cut -d '.' -f 1 <<< ${{ matrix.cuda-version }})"
pushd "${CUDA_CORE_ARTIFACTS_DIR}"
pip install $(ls *.whl)["cu${TEST_CUDA_MAJOR}"]
popd
pushd ./cuda_core
pip install -r "tests/requirements-cu${TEST_CUDA_MAJOR}.txt"
pytest -rxXs tests/
popd
secrets: inherit
uses:
./.github/workflows/test-wheel.yml
with:
host-platform: ${{ matrix.host-platform }}
python-version: ${{ matrix.python-version }}
build-ctk-ver: ${{ needs.build.outputs.BUILD_CTK_VER }}
cuda-version: ${{ matrix.cuda-version }}
local-ctk: ${{ matrix.local-ctk}}
runner: ${{ matrix.runner }}

doc:
name: Docs
Expand All @@ -388,7 +240,7 @@ jobs:
uses:
./.github/workflows/build-docs.yml
with:
build_ctk_ver: ${{ needs.build.outputs.BUILD_CTK_VER }}
build-ctk-ver: ${{ needs.build.outputs.BUILD_CTK_VER }}

checks:
name: Check job status
Expand Down
6 changes: 3 additions & 3 deletions .github/workflows/build-docs.yml
Original file line number Diff line number Diff line change
Expand Up @@ -3,7 +3,7 @@ name: "CI: Build and update docs"
on:
workflow_call:
inputs:
build_ctk_ver:
build-ctk-ver:
type: string
required: true

Expand Down Expand Up @@ -53,7 +53,7 @@ jobs:
continue-on-error: false
with:
host-platform: linux-64
cuda-version: ${{ inputs.build_ctk_ver }}
cuda-version: ${{ inputs.build-ctk-ver }}

- name: Set environment variables
run: |
Expand All @@ -65,7 +65,7 @@ jobs:
echo "CUDA_CORE_ARTIFACT_BASENAME=${CUDA_CORE_ARTIFACT_BASENAME}" >> $GITHUB_ENV
echo "CUDA_CORE_ARTIFACT_NAME=${CUDA_CORE_ARTIFACT_BASENAME}-${{ github.sha }}" >> $GITHUB_ENV
echo "CUDA_CORE_ARTIFACTS_DIR=$(realpath "$REPO_DIR/cuda_core/dist")" >> $GITHUB_ENV
CUDA_BINDINGS_ARTIFACT_BASENAME="cuda-bindings-python${PYTHON_VERSION_FORMATTED}-cuda${{ inputs.build_ctk_ver }}-linux-64"
CUDA_BINDINGS_ARTIFACT_BASENAME="cuda-bindings-python${PYTHON_VERSION_FORMATTED}-cuda${{ inputs.build-ctk-ver }}-linux-64"
echo "CUDA_BINDINGS_ARTIFACT_BASENAME=${CUDA_BINDINGS_ARTIFACT_BASENAME}" >> $GITHUB_ENV
echo "CUDA_BINDINGS_ARTIFACT_NAME=${CUDA_BINDINGS_ARTIFACT_BASENAME}-${{ github.sha }}" >> $GITHUB_ENV
echo "CUDA_BINDINGS_ARTIFACTS_DIR=$(realpath "$REPO_DIR/cuda_bindings/dist")" >> $GITHUB_ENV
Expand Down
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