[CI] Add nightly CI job to test against dev version of deps (#10351)

* [CI] Add nightly CI job to test against dev version of deps

* Update build-containers.sh

* Add build step

* Wait for build artifact

* Try pinning dask

* Address reviewers' comments

* Fix unbound variable error

* Specify dev version exactly

* Pin dask=2024.1.1
This commit is contained in:
Philip Hyunsu Cho
2024-06-03 19:28:55 -07:00
committed by GitHub
parent eb6622ff7a
commit 4057f861c1
14 changed files with 120 additions and 18 deletions

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@@ -10,7 +10,7 @@ RUN \
yum update -y && \
yum install -y devtoolset-9 && \
# Python
wget -nv -O conda.sh https://github.com/conda-forge/miniforge/releases/download/22.11.1-2/Mambaforge-22.11.1-2-Linux-aarch64.sh && \
wget -nv -O conda.sh https://github.com/conda-forge/miniforge/releases/download/24.3.0-0/Miniforge3-24.3.0-0-Linux-aarch64.sh && \
bash conda.sh -b -p /opt/mambaforge
ENV PATH=/opt/mambaforge/bin:$PATH
@@ -23,7 +23,7 @@ ENV GOSU_VERSION 1.10
COPY conda_env/aarch64_test.yml /scripts/
RUN mamba create -n aarch64_test && \
mamba env update -n aarch64_test --file=/scripts/aarch64_test.yml && \
mamba clean --all
mamba clean --all --yes
# Install lightweight sudo (not bound to TTY)
RUN set -ex; \

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@@ -12,7 +12,7 @@ RUN \
apt-get update && \
apt-get install -y tar unzip wget git build-essential doxygen graphviz llvm libidn12 cmake ninja-build gcc-9 g++-9 openjdk-8-jdk-headless && \
# Python
wget -nv -O conda.sh https://github.com/conda-forge/miniforge/releases/download/22.11.1-2/Mambaforge-22.11.1-2-Linux-x86_64.sh && \
wget -nv -O conda.sh https://github.com/conda-forge/miniforge/releases/download/24.3.0-0/Miniforge3-24.3.0-0-Linux-x86_64.sh && \
bash conda.sh -b -p /opt/mambaforge
ENV PATH=/opt/mambaforge/bin:$PATH
@@ -36,7 +36,7 @@ RUN git clone -b v1.49.1 https://github.com/grpc/grpc.git \
COPY conda_env/linux_cpu_test.yml /scripts/
RUN mamba create -n linux_cpu_test && \
mamba env update -n linux_cpu_test --file=/scripts/linux_cpu_test.yml && \
mamba clean --all && \
mamba clean --all --yes && \
conda run --no-capture-output -n linux_cpu_test pip install buildkite-test-collector
# Install lightweight sudo (not bound to TTY)

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@@ -14,7 +14,7 @@ RUN \
apt-get update && \
apt-get install -y wget unzip bzip2 libgomp1 build-essential openjdk-8-jdk-headless && \
# Python
wget -nv -O conda.sh https://github.com/conda-forge/miniforge/releases/download/22.11.1-2/Mambaforge-22.11.1-2-Linux-x86_64.sh && \
wget -nv -O conda.sh https://github.com/conda-forge/miniforge/releases/download/24.3.0-0/Miniforge3-24.3.0-0-Linux-x86_64.sh && \
bash conda.sh -b -p /opt/mambaforge
ENV PATH=/opt/mambaforge/bin:$PATH
@@ -22,14 +22,14 @@ ENV PATH=/opt/mambaforge/bin:$PATH
# Create new Conda environment with cuDF, Dask, and cuPy
RUN \
export NCCL_SHORT_VER=$(echo "$NCCL_VERSION_ARG" | cut -d "-" -f 1) && \
mamba create -y -n gpu_test -c rapidsai -c nvidia -c conda-forge \
mamba create -y -n gpu_test -c rapidsai -c conda-forge -c nvidia \
python=3.10 cudf=$RAPIDS_VERSION_ARG* rmm=$RAPIDS_VERSION_ARG* cudatoolkit=$CUDA_VERSION_ARG \
"nccl>=${NCCL_SHORT_VER}" \
dask=2024.1.1 \
dask-cuda=$RAPIDS_VERSION_ARG* dask-cudf=$RAPIDS_VERSION_ARG* cupy \
numpy pytest pytest-timeout scipy scikit-learn pandas matplotlib wheel python-kubernetes urllib3 graphviz hypothesis \
"pyspark>=3.4.0" cloudpickle cuda-python && \
mamba clean --all && \
mamba clean --all --yes && \
conda run --no-capture-output -n gpu_test pip install buildkite-test-collector
ENV GOSU_VERSION 1.10

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@@ -13,7 +13,7 @@ RUN \
yum -y update && \
yum install -y tar unzip wget xz git which ninja-build devtoolset-9-gcc devtoolset-9-binutils devtoolset-9-gcc-c++ && \
# Python
wget -nv -O conda.sh https://github.com/conda-forge/miniforge/releases/download/22.11.1-2/Mambaforge-22.11.1-2-Linux-x86_64.sh && \
wget -nv -O conda.sh https://github.com/conda-forge/miniforge/releases/download/24.3.0-0/Miniforge3-24.3.0-0-Linux-x86_64.sh && \
bash conda.sh -b -p /opt/mambaforge && \
/opt/mambaforge/bin/python -m pip install awscli && \
# CMake

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@@ -35,7 +35,7 @@ RUN \
run \
# Python
wget -nv -O conda.sh https://github.com/conda-forge/miniforge/releases/download/22.11.1-2/Mambaforge-22.11.1-2-Linux-x86_64.sh && \
wget -nv -O conda.sh https://github.com/conda-forge/miniforge/releases/download/24.3.0-0/Miniforge3-24.3.0-0-Linux-x86_64.sh && \
bash conda.sh -b -p /opt/mambaforge && \
/opt/mambaforge/bin/python -m pip install auditwheel awscli && \
# CMake

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@@ -0,0 +1,52 @@
# Container to test XGBoost against dev versions of dependencies
ARG CUDA_VERSION_ARG
FROM nvidia/cuda:$CUDA_VERSION_ARG-runtime-ubuntu22.04
ARG CUDA_VERSION_ARG
ARG RAPIDS_VERSION_ARG
# Should be first 4 digits of the dev version (e.g. 24.06)
ARG NCCL_VERSION_ARG
# Environment
ENV DEBIAN_FRONTEND noninteractive
SHELL ["/bin/bash", "-c"] # Use Bash as shell
# Install all basic requirements
RUN \
apt-key adv --fetch-keys https://developer.download.nvidia.com/compute/cuda/repos/ubuntu2204/x86_64/3bf863cc.pub && \
apt-get update && \
apt-get install -y wget unzip bzip2 libgomp1 build-essential openjdk-8-jdk-headless && \
# Python
wget -nv -O conda.sh https://github.com/conda-forge/miniforge/releases/download/24.3.0-0/Miniforge3-24.3.0-0-Linux-x86_64.sh && \
bash conda.sh -b -p /opt/mambaforge
ENV PATH=/opt/mambaforge/bin:$PATH
# Create new Conda environment with dev versions of cuDF, Dask, and cuPy
RUN \
export NCCL_SHORT_VER=$(echo "$NCCL_VERSION_ARG" | cut -d "-" -f 1) && \
mamba create -y -n gpu_test -c rapidsai-nightly -c conda-forge -c nvidia \
python=3.10 "cudf=$RAPIDS_VERSION_ARG.*" "rmm=$RAPIDS_VERSION_ARG.*" cudatoolkit=$CUDA_VERSION_ARG \
"nccl>=${NCCL_SHORT_VER}" \
dask=2024.1.1 \
"dask-cuda=$RAPIDS_VERSION_ARG.*" "dask-cudf=$RAPIDS_VERSION_ARG.*" cupy \
numpy pytest pytest-timeout scipy scikit-learn pandas matplotlib wheel python-kubernetes urllib3 graphviz hypothesis \
"pyspark>=3.4.0" cloudpickle cuda-python && \
mamba clean --all --yes && \
conda run --no-capture-output -n gpu_test pip install buildkite-test-collector
ENV GOSU_VERSION 1.10
ENV JAVA_HOME /usr/lib/jvm/java-8-openjdk-amd64/
# Install lightweight sudo (not bound to TTY)
RUN set -ex; \
wget -nv -O /usr/local/bin/gosu "https://github.com/tianon/gosu/releases/download/$GOSU_VERSION/gosu-amd64" && \
chmod +x /usr/local/bin/gosu && \
gosu nobody true
# Default entry-point to use if running locally
# It will preserve attributes of created files
COPY entrypoint.sh /scripts/
WORKDIR /workspace
ENTRYPOINT ["/scripts/entrypoint.sh"]

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@@ -9,7 +9,7 @@ RUN \
devtoolset-9-gcc devtoolset-9-binutils devtoolset-9-gcc-c++ \
devtoolset-9-runtime devtoolset-9-libstdc++-devel && \
# Python
wget -nv -O conda.sh https://github.com/conda-forge/miniforge/releases/download/22.11.1-2/Mambaforge-22.11.1-2-Linux-x86_64.sh && \
wget -nv -O conda.sh https://github.com/conda-forge/miniforge/releases/download/24.3.0-0/Miniforge3-24.3.0-0-Linux-x86_64.sh && \
bash conda.sh -b -p /opt/mambaforge && \
# CMake
wget -nv -nc https://cmake.org/files/v3.18/cmake-3.18.0-Linux-x86_64.sh --no-check-certificate && \

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@@ -13,7 +13,7 @@ RUN \
apt-get update && \
apt-get install -y tar unzip wget openjdk-$JDK_VERSION-jdk libgomp1 && \
# Python
wget -nv -O conda.sh https://github.com/conda-forge/miniforge/releases/download/22.11.1-2/Mambaforge-22.11.1-2-Linux-x86_64.sh && \
wget -nv -O conda.sh https://github.com/conda-forge/miniforge/releases/download/24.3.0-0/Miniforge3-24.3.0-0-Linux-x86_64.sh && \
bash conda.sh -b -p /opt/mambaforge && \
/opt/mambaforge/bin/pip install awscli && \
# Maven

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@@ -12,7 +12,7 @@ RUN \
yum -y update && \
yum install -y tar unzip wget xz git which ninja-build java-1.8.0-openjdk-devel devtoolset-9-gcc devtoolset-9-binutils devtoolset-9-gcc-c++ && \
# Python
wget -nv -O conda.sh https://github.com/conda-forge/miniforge/releases/download/22.11.1-2/Mambaforge-22.11.1-2-Linux-x86_64.sh && \
wget -nv -O conda.sh https://github.com/conda-forge/miniforge/releases/download/24.3.0-0/Miniforge3-24.3.0-0-Linux-x86_64.sh && \
bash conda.sh -b -p /opt/mambaforge && \
# CMake
wget -nv -nc https://cmake.org/files/v3.18/cmake-3.18.0-Linux-x86_64.sh --no-check-certificate && \