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[CI] Migrate CI pipelines from Jenkins to BuildKite (#8142)

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* [CI] Migrate CI pipelines from Jenkins to BuildKite

* Require manual approval

* Less verbose output when pulling Docker

* Remove us-east-2 from metadata.py

* Add documentation

* Add missing underscore

* Add missing punctuation

* More specific instruction

* Better paragraph structure
This commit is contained in:
Philip Hyunsu Cho 2022-09-07 17:29:25 -07:00 committed by GitHub
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commit e888eb2fa9
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45 changed files with 1639 additions and 46 deletions
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64
doc/contrib/ci.rst
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@ -39,24 +39,58 @@ task of cross-compiling a Python wheel. (Note that ``cibuildwheel`` will call
a glue code to call CMake and a C++ compiler to build the native library on the fly.)
*******************************
Reproducing errors from Jenkins
Elastic CI Stack with BuildKite
*******************************
It is often useful to reproduce the particular testing environment from our Jenkins server for
the purpose of troubleshooting a failing test. We use Docker containers heavily to package
the testing environment, so you can use Docker to reproduce it on your own machine.
`BuildKite <https://buildkite.com/home>`_ is a SaaS (Software as a Service) platform that orchestrates
cloud machines to host CI pipelines. The BuildKite platform allows us to define cloud resources in
a declarative fashion. Every configuration step is now documented explicitly as code.
1. Install Docker: https://docs.docker.com/engine/install/ubuntu/
2. Install NVIDIA Docker runtime: https://docs.nvidia.com/datacenter/cloud-native/container-toolkit/install-guide.html#installing-on-ubuntu-and-debian
The runtime lets you access NVIDIA GPUs inside a Docker container.
3. In a build log, all tests are invoked via the wrapper script ``tests/ci_build/ci_build.sh``.
Identify the test you'd like to reproduce locally, and note how the wrapper script was invoked for that test.
The invocation should look like this:
**Prerequisite**: You should have some knowledge of `CloudFormation <https://aws.amazon.com/cloudformation/>`_.
CloudFormation lets us define a stack of cloud resources (EC2 machines, Lambda functions, S3 etc) using
a single YAML file.
.. code-block:: bash
**Prerequisite**: Gain access to the XGBoost project's AWS account (``admin@xgboost-ci.net``), and then
set up a credential pair in order to provision resources on AWS. See
`Creating an IAM user in your AWS account <https://docs.aws.amazon.com/IAM/latest/UserGuide/id_users_create.html>`_.
CI_DOCKER_EXTRA_PARAMS_INIT='--shm-size=4g' tests/ci_build/ci_build.sh gpu nvidia-docker \
--build-arg CUDA_VERSION_ARG=11.0 tests/ci_build/test_python.sh mgpu --use-rmm-pool
* Option 1. Give full admin privileges to your IAM user. This is the simplest option.
* Option 2. Give limited set of permissions to your IAM user, to reduce the possibility of messing up other resources.
For this, use the script ``tests/buildkite/infrastructure/service-user/create_service_user.py``.
4. You can now run the same command on your own machine. The wrapper script will automatically download and
set up the correct Docker container(s).
=====================
Worker Image Pipeline
=====================
Building images for worker machines used to be a chore: you'd provision an EC2 machine, SSH into it, and
manually install the necessary packages. This process is not only laborous but also error-prone. You may
forget to install a package or change a system configuration.
No more. Now we have an automated pipeline for building images for worker machines.
* Run ``tests/buildkite/infrastructure/worker-image-pipeline/create_worker_image_pipelines.py`` in order to provision
CloudFormation stacks named ``buildkite-linux-amd64-gpu-worker`` and ``buildkite-windows-gpu-worker``. They are
pipelines that create AMIs (Amazon Machine Images) for Linux and Windows workers, respectively.
* Navigate to the CloudFormation web console to verify that the image builder pipelines have been provisioned. It may
take some time.
* Once they pipelines have been fully provisioned, run the script
``tests/buildkite/infrastructure/worker-image-pipeline/run_pipelines.py`` to execute the pipelines. New AMIs will be
uploaded to the EC2 service. You can locate them in the EC2 console.
* Make sure to modify ``tests/buildkite/infrastructure/aws-stack-creator/metadata.py`` to use the correct AMI IDs.
(For ``linux-amd64-cpu`` and ``linux-arm64-cpu``, use the AMIs provided by BuildKite. Consult the ``AWSRegion2AMI``
section of https://s3.amazonaws.com/buildkite-aws-stack/latest/aws-stack.yml.)
======================
EC2 Autoscaling Groups
======================
In EC2, you can create auto-scaling groups, where you can dynamically adjust the number of worker instances according to
workload. When a pull request is submitted, the following steps take place:
1. GitHub sends a signal to the registered webhook, which connects to the BuildKite server.
2. BuildKite sends a signal to a `Lambda <https://aws.amazon.com/lambda/>`_ function named ``Autoscaling``.
3. The Lambda function sends a signal to the auto-scaling group. The group scales up and adds additional worker instances.
4. New worker instances run the test jobs. Test results are reported back to BuildKite.
5. When the test jobs complete, BuildKite sends a signal to ``Autoscaling``, which in turn requests the autoscaling group
to scale down. Idle worker instances are shut down.
To set up the auto-scaling group, run the script ``tests/buildkite/infrastructure/aws-stack-creator/create_stack.py``.
Check the CloudFormation web console to verify successful provision of auto-scaling groups.

43
tests/buildkite/build-cpu-arm64.sh Executable file
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@ -0,0 +1,43 @@
#!/bin/bash
set -euo pipefail
WHEEL_TAG=manylinux2014_aarch64
echo "--- Build CPU code targeting ARM64"
source tests/buildkite/conftest.sh
command_wrapper="tests/ci_build/ci_build.sh aarch64 docker"
echo "--- Build libxgboost from the source"
$command_wrapper tests/ci_build/build_via_cmake.sh --conda-env=aarch64_test \
-DUSE_OPENMP=ON -DHIDE_CXX_SYMBOL=ON
echo "--- Run Google Test"
$command_wrapper bash -c "cd build && ctest --extra-verbose"
echo "--- Build binary wheel"
$command_wrapper bash -c \
"cd python-package && rm -rf dist/* && python setup.py bdist_wheel --universal"
$command_wrapper python tests/ci_build/rename_whl.py python-package/dist/*.whl \
${BUILDKITE_COMMIT} ${WHEEL_TAG}
echo "--- Audit binary wheel to ensure it's compliant with manylinux2014 standard"
$command_wrapper auditwheel repair --plat ${WHEEL_TAG} python-package/dist/*.whl
$command_wrapper python tests/ci_build/rename_whl.py wheelhouse/*.whl \
${BUILDKITE_COMMIT} ${WHEEL_TAG}
mv -v wheelhouse/*.whl python-package/dist/
# Make sure that libgomp.so is vendored in the wheel
$command_wrapper bash -c \
"unzip -l python-package/dist/*.whl | grep libgomp || exit -1"
echo "--- Upload Python wheel"
buildkite-agent artifact upload "python-package/dist/*.whl"
if [[ ($is_pull_request == 0) && ($is_release_branch == 1) ]]
then
aws s3 cp python-package/dist/*.whl s3://xgboost-nightly-builds/${BRANCH_NAME}/ \
--acl public-read --no-progress
fi
echo "--- Stash XGBoost CLI executable"
buildkite-agent artifact upload ./xgboost

33
tests/buildkite/build-cpu.sh Executable file
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@ -0,0 +1,33 @@
#!/bin/bash
set -euo pipefail
echo "--- Build CPU code"
source tests/buildkite/conftest.sh
command_wrapper="tests/ci_build/ci_build.sh cpu docker"
$command_wrapper rm -fv dmlc-core/include/dmlc/build_config_default.h
# This step is not necessary, but here we include it, to ensure that
# DMLC_CORE_USE_CMAKE flag is correctly propagated. We want to make sure that we use
# the configured header build/dmlc/build_config.h instead of
# include/dmlc/build_config_default.h.
echo "--- Build libxgboost from the source"
$command_wrapper tests/ci_build/build_via_cmake.sh -DPLUGIN_DENSE_PARSER=ON
echo "--- Run Google Test"
$command_wrapper bash -c "cd build && ctest --extra-verbose"
echo "--- Stash XGBoost CLI executable"
buildkite-agent artifact upload ./xgboost
# Sanitizer test
echo "--- Run Google Test with sanitizer enabled"
$command_wrapper tests/ci_build/build_via_cmake.sh -DUSE_SANITIZER=ON \
-DENABLED_SANITIZERS="address;leak;undefined" -DCMAKE_BUILD_TYPE=Debug \
-DSANITIZER_PATH=/usr/lib/x86_64-linux-gnu/
CI_DOCKER_EXTRA_PARAMS_INIT="-e ASAN_SYMBOLIZER_PATH=/usr/bin/llvm-symbolizer "`
`"-e ASAN_OPTIONS=symbolize=1 "`
`"-e UBSAN_OPTIONS=print_stacktrace=1:log_path=ubsan_error.log "`
`"--cap-add SYS_PTRACE" \
$command_wrapper bash -c "cd build && ctest --exclude-regex AllTestsInDMLCUnitTests "`
`"--extra-verbose"

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tests/buildkite/build-cuda-with-rmm.sh Executable file
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@ -0,0 +1,26 @@
#!/bin/bash
set -euo pipefail
CUDA_VERSION=11.0.3
source tests/buildkite/conftest.sh
echo "--- Build with CUDA ${CUDA_VERSION}, RMM enabled"
if [[ ($is_pull_request == 1) || ($is_release_branch == 0) ]]
then
arch_flag="-DGPU_COMPUTE_VER=75"
else
arch_flag=""
fi
command_wrapper="tests/ci_build/ci_build.sh rmm docker --build-arg "`
`"CUDA_VERSION_ARG=$CUDA_VERSION"
echo "--- Build libxgboost from the source"
$command_wrapper tests/ci_build/build_via_cmake.sh --conda-env=gpu_test -DUSE_CUDA=ON \
-DUSE_NCCL=ON -DPLUGIN_RMM=ON -DBUILD_WITH_CUDA_CUB=ON ${arch_flag}
echo "-- Stash C++ test executable (testxgboost)"
buildkite-agent artifact upload build/testxgboost

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tests/buildkite/build-cuda.sh Executable file
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@ -0,0 +1,52 @@
#!/bin/bash
set -euo pipefail
CUDA_VERSION=11.0.3
WHEEL_TAG=manylinux2014_x86_64
echo "--- Build with CUDA ${CUDA_VERSION}"
source tests/buildkite/conftest.sh
if [[ ($is_pull_request == 1) || ($is_release_branch == 0) ]]
then
arch_flag="-DGPU_COMPUTE_VER=75"
else
arch_flag=""
fi
command_wrapper="tests/ci_build/ci_build.sh gpu_build_centos7 docker --build-arg "`
`"CUDA_VERSION_ARG=$CUDA_VERSION"
echo "--- Build libxgboost from the source"
$command_wrapper tests/ci_build/prune_libnccl.sh
$command_wrapper tests/ci_build/build_via_cmake.sh -DUSE_CUDA=ON -DUSE_NCCL=ON \
-DUSE_OPENMP=ON -DHIDE_CXX_SYMBOLS=ON -DUSE_NCCL_LIB_PATH=ON \
-DNCCL_INCLUDE_DIR=/usr/include -DNCCL_LIBRARY=/workspace/libnccl_static.a \
${arch_flag}
echo "--- Build binary wheel"
$command_wrapper bash -c \
"cd python-package && rm -rf dist/* && python setup.py bdist_wheel --universal"
$command_wrapper python tests/ci_build/rename_whl.py python-package/dist/*.whl \
${BUILDKITE_COMMIT} ${WHEEL_TAG}
echo "--- Audit binary wheel to ensure it's compliant with manylinux2014 standard"
tests/ci_build/ci_build.sh auditwheel_x86_64 docker auditwheel repair \
--plat ${WHEEL_TAG} python-package/dist/*.whl
$command_wrapper python tests/ci_build/rename_whl.py wheelhouse/*.whl \
${BUILDKITE_COMMIT} ${WHEEL_TAG}
mv -v wheelhouse/*.whl python-package/dist/
# Make sure that libgomp.so is vendored in the wheel
tests/ci_build/ci_build.sh auditwheel_x86_64 docker bash -c \
"unzip -l python-package/dist/*.whl | grep libgomp || exit -1"
echo "--- Upload Python wheel"
buildkite-agent artifact upload python-package/dist/*.whl
if [[ ($is_pull_request == 0) && ($is_release_branch == 1) ]]
then
aws s3 cp python-package/dist/*.whl s3://xgboost-nightly-builds/${BRANCH_NAME}/ \
--acl public-read --no-progress
fi
echo "-- Stash C++ test executable (testxgboost)"
buildkite-agent artifact upload build/testxgboost

22
tests/buildkite/build-gpu-rpkg.sh Executable file
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@ -0,0 +1,22 @@
#!/bin/bash
set -euo pipefail
CUDA_VERSION=11.0.3
source tests/buildkite/conftest.sh
echo "--- Build XGBoost R package with CUDA"
if [[ ($is_pull_request == 0) && ($is_release_branch == 1) ]]
then
tests/ci_build/ci_build.sh gpu_build_r_centos7 docker \
--build-arg CUDA_VERSION_ARG=${CUDA_VERSION} tests/ci_build/build_r_pkg_with_cuda.sh \
${BUILDKITE_COMMIT}
echo "--- Upload R tarball"
aws s3 cp xgboost_r_gpu_linux_*.tar.gz s3://xgboost-nightly-builds/${BRANCH_NAME}/ \
--acl public-read --no-progress
fi

14
tests/buildkite/build-jvm-doc.sh Executable file
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@ -0,0 +1,14 @@
#!/bin/bash
set -euo pipefail
source tests/buildkite/conftest.sh
echo "--- Build JVM packages doc"
tests/ci_build/ci_build.sh jvm docker tests/ci_build/build_jvm_doc.sh ${BRANCH_NAME}
if [[ ($is_pull_request == 0) && ($is_release_branch == 1) ]]
then
echo "--- Upload JVM packages doc"
aws s3 cp jvm-packages/${BRANCH_NAME}.tar.bz2 \
s3://xgboost-docs/${BRANCH_NAME}.tar.bz2 --acl public-read --no-progress
fi

21
tests/buildkite/build-jvm-packages-gpu.sh Executable file
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@ -0,0 +1,21 @@
#!/bin/bash
set -euo pipefail
SPARK_VERSION=3.0.1
CUDA_VERSION=11.0.3
source tests/buildkite/conftest.sh
echo "--- Build XGBoost JVM packages with CUDA"
if [[ ($is_pull_request == 1) || ($is_release_branch == 0) ]]
then
arch_flag="-DGPU_COMPUTE_VER=75"
else
arch_flag=""
fi
tests/ci_build/ci_build.sh jvm_gpu_build nvidia-docker \
--build-arg CUDA_VERSION_ARG=${CUDA_VERSION} tests/ci_build/build_jvm_packages.sh \
${SPARK_VERSION} -Duse.cuda=ON ${arch_flag}

16
tests/buildkite/build-jvm-packages.sh Executable file
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@ -0,0 +1,16 @@
#!/bin/bash
set -euo pipefail
SPARK_VERSION=3.0.1
source tests/buildkite/conftest.sh
echo "--- Build XGBoost JVM packages"
tests/ci_build/ci_build.sh jvm docker tests/ci_build/build_jvm_packages.sh \
${SPARK_VERSION}
echo "--- Stash XGBoost4J JARs"
buildkite-agent artifact upload "jvm-packages/xgboost4j/target/*.jar"
buildkite-agent artifact upload "jvm-packages/xgboost4j-spark/target/*.jar"
buildkite-agent artifact upload "jvm-packages/xgboost4j-example/target/*.jar"

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tests/buildkite/build-rpkg-win64-gpu.ps1 Normal file
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$ErrorActionPreference = "Stop"
. tests/buildkite/conftest.ps1
Write-Host "--- Build XGBoost R package with CUDA"
nvcc --version
if ( $is_release_branch -eq 1 ) {
$arch_flag = "-DGPU_COMPUTE_VER=75"
bash tests/ci_build/build_r_pkg_with_cuda_win64.sh $Env:BUILDKITE_COMMIT
if ($LASTEXITCODE -ne 0) { throw "Last command failed" }
Write-Host "--- Upload R tarball"
Get-ChildItem . -Filter xgboost_r_gpu_win64_*.tar.gz |
Foreach-Object {
& aws s3 cp $_ s3://xgboost-nightly-builds/$Env:BUILDKITE_BRANCH/ `
--acl public-read --no-progress
if ($LASTEXITCODE -ne 0) { throw "Last command failed" }
}
}

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tests/buildkite/build-win64-gpu.ps1 Normal file
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@ -0,0 +1,58 @@
$ErrorActionPreference = "Stop"
. tests/buildkite/conftest.ps1
Write-Host "--- Build libxgboost on Windows with CUDA"
nvcc --version
if ( $is_release_branch -eq 0 ) {
$arch_flag = "-DGPU_COMPUTE_VER=75"
} else {
$arch_flag = ""
}
mkdir build
cd build
cmake .. -G"Visual Studio 15 2017 Win64" -DUSE_CUDA=ON -DCMAKE_VERBOSE_MAKEFILE=ON `
-DGOOGLE_TEST=ON -DUSE_DMLC_GTEST=ON -DCMAKE_UNITY_BUILD=ON ${arch_flag}
$msbuild = -join @(
"C:\\Program Files (x86)\\Microsoft Visual Studio\\2017\\Community\\MSBuild\\15.0"
"\\Bin\\MSBuild.exe"
)
& $msbuild xgboost.sln /m /p:Configuration=Release /nodeReuse:false
if ($LASTEXITCODE -ne 0) { throw "Last command failed" }
Write-Host "--- Build binary wheel"
cd ../python-package
conda activate
& python setup.py bdist_wheel --universal
Get-ChildItem . -Filter dist/*.whl |
Foreach-Object {
& python ../tests/ci_build/rename_whl.py $_.FullName $Env:BUILDKITE_COMMIT win_amd64
if ($LASTEXITCODE -ne 0) { throw "Last command failed" }
}
Write-Host "--- Insert vcomp140.dll (OpenMP runtime) into the wheel"
cd dist
Copy-Item -Path ../../tests/ci_build/insert_vcomp140.py -Destination .
& python insert_vcomp140.py *.whl
if ($LASTEXITCODE -ne 0) { throw "Last command failed" }
Write-Host "--- Upload Python wheel"
cd ../..
Get-ChildItem . -Filter python-package/dist/*.whl |
Foreach-Object {
& buildkite-agent artifact upload python-package/dist/$_
if ($LASTEXITCODE -ne 0) { throw "Last command failed" }
}
if ( $is_release_branch -eq 1 ) {
Get-ChildItem . -Filter python-package/dist/*.whl |
Foreach-Object {
& aws s3 cp python-package/dist/$_ s3://xgboost-nightly-builds/$Env:BUILDKITE_BRANCH/ `
--acl public-read --no-progress
if ($LASTEXITCODE -ne 0) { throw "Last command failed" }
}
}
Write-Host "--- Stash C++ test executables"
& buildkite-agent artifact upload build/testxgboost.exe
& buildkite-agent artifact upload xgboost.exe

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tests/buildkite/conftest.ps1 Normal file
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if ( $Env:BUILDKITE_PULL_REQUEST -and ($Env:BUILDKITE_PULL_REQUEST -ne "false") ) {
$is_pull_request = 1
} else {
$is_pull_request = 0
}
if ( ($Env:BUILDKITE_BRANCH -eq "master") -or ($Env:BUILDKITE_BRANCH -match "release_.+") ) {
$is_release_branch = 1
} else {
$is_release_branch = 0
}

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tests/buildkite/conftest.sh Executable file
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#!/bin/bash
set -euo pipefail
set -x
if [[ -n $BUILDKITE_PULL_REQUEST && $BUILDKITE_PULL_REQUEST != "false" ]]
then
is_pull_request=1
export BRANCH_NAME=PR-$BUILDKITE_PULL_REQUEST
else
is_pull_request=0
export BRANCH_NAME=$BUILDKITE_BRANCH
fi
if [[ $BUILDKITE_BRANCH == "master" || $BUILDKITE_BRANCH == "release_"* ]]
then
is_release_branch=1
else
is_release_branch=0
fi
set +x

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tests/buildkite/deploy-jvm-packages.sh Executable file
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#!/bin/bash
set -euo pipefail
SPARK_VERSION=3.0.1
CUDA_VERSION=11.0.3
source tests/buildkite/conftest.sh
if [[ ($is_pull_request == 0) && ($is_release_branch == 1) ]]
then
echo "--- Deploy JVM packages to xgboost-maven-repo S3 repo"
tests/ci_build/ci_build.sh jvm_gpu_build docker \
--build-arg CUDA_VERSION_ARG=${CUDA_VERSION} \
tests/ci_build/deploy_jvm_packages.sh ${SPARK_VERSION}
fi

101
tests/buildkite/infrastructure/aws-stack-creator/create_stack.py Normal file
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import argparse
import copy
import boto3
from metadata import AMI_ID, COMMON_STACK_PARAMS, STACK_PARAMS
TEMPLATE_URL = "https://s3.amazonaws.com/buildkite-aws-stack/latest/aws-stack.yml"
def get_availability_zones(*, aws_region):
client = boto3.client("ec2", region_name=aws_region)
r = client.describe_availability_zones(
Filters=[
{"Name": "region-name", "Values": [aws_region]},
{"Name": "zone-type", "Values": ["availability-zone"]},
]
)
return sorted([x["ZoneName"] for x in r["AvailabilityZones"]])
def get_default_vpc(*, aws_region):
ec2 = boto3.resource("ec2", region_name=aws_region)
default_vpc_id = None
for x in ec2.vpcs.filter(Filters=[{"Name": "is-default", "Values": ["true"]}]):
return x
# Create default VPC if not exist
client = boto3.client("ec2", region_name=aws_region)
r = client.create_default_vpc()
default_vpc_id = r["Vpc"]["VpcId"]
return ec2.Vpc(default_vpc_id)
def format_params(args, *, stack_id):
default_vpc = get_default_vpc(aws_region=args.aws_region)
azs = get_availability_zones(aws_region=args.aws_region)
# For each of the first two availability zones (AZs), choose the default subnet
subnets = [
x.id
for x in default_vpc.subnets.filter(
Filters=[
{"Name": "default-for-az", "Values": ["true"]},
{"Name": "availability-zone", "Values": azs[:2]},
]
)
]
assert len(subnets) == 2
params = copy.deepcopy(STACK_PARAMS[stack_id])
params["ImageId"] = AMI_ID[stack_id][args.aws_region]
params["BuildkiteQueue"] = stack_id
params["CostAllocationTagValue"] = f"buildkite-{stack_id}"
params["BuildkiteAgentToken"] = args.agent_token
params["VpcId"] = default_vpc.id
params["Subnets"] = ",".join(subnets)
params.update(COMMON_STACK_PARAMS)
return [{"ParameterKey": k, "ParameterValue": v} for k, v in params.items()]
def get_full_stack_id(stack_id):
return f"buildkite-{stack_id}-autoscaling-group"
def main(args):
client = boto3.client("cloudformation", region_name=args.aws_region)
for stack_id in AMI_ID:
stack_id_full = get_full_stack_id(stack_id)
print(f"Creating elastic CI stack {stack_id_full}...")
params = format_params(args, stack_id=stack_id)
response = client.create_stack(
StackName=stack_id_full,
TemplateURL=TEMPLATE_URL,
Capabilities=[
"CAPABILITY_IAM",
"CAPABILITY_NAMED_IAM",
"CAPABILITY_AUTO_EXPAND",
],
OnFailure="ROLLBACK",
EnableTerminationProtection=False,
Parameters=params,
)
print(f"CI stack {stack_id_full} is in progress in the background")
for stack_id in AMI_ID:
stack_id_full = get_full_stack_id(stack_id)
waiter = client.get_waiter("stack_create_complete")
waiter.wait(StackName=stack_id_full)
print(f"CI stack {stack_id_full} is now finished.")
if __name__ == "__main__":
parser = argparse.ArgumentParser()
parser.add_argument("--aws-region", type=str, required=True)
parser.add_argument("--agent-token", type=str, required=True)
args = parser.parse_args()
main(args)

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tests/buildkite/infrastructure/aws-stack-creator/metadata.py Normal file
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AMI_ID = {
# Managed by XGBoost team
"linux-amd64-gpu": {
"us-west-2": "ami-00ed92bd37f77bc33",
},
"linux-amd64-mgpu": {
"us-west-2": "ami-00ed92bd37f77bc33",
},
"windows-gpu": {
"us-west-2": "ami-0a1a2ea551a07ad5f",
},
# Managed by BuildKite
"linux-amd64-cpu": {
"us-west-2": "ami-075d4c25d5f0c17c1",
},
"pipeline-loader": {
"us-west-2": "ami-075d4c25d5f0c17c1",
},
"linux-arm64-cpu": {
"us-west-2": "ami-0952c6fb6db9a9891",
},
}
STACK_PARAMS = {
"linux-amd64-gpu": {
"InstanceOperatingSystem": "linux",
"InstanceType": "g4dn.xlarge",
"AgentsPerInstance": "1",
"MinSize": "0",
"MaxSize": "8",
"OnDemandPercentage": "100",
"ScaleOutFactor": "1.0",
"ScaleInIdlePeriod": "60", # in seconds
},
"linux-amd64-mgpu": {
"InstanceOperatingSystem": "linux",
"InstanceType": "g4dn.12xlarge",
"AgentsPerInstance": "1",
"MinSize": "0",
"MaxSize": "4",
"OnDemandPercentage": "100",
"ScaleOutFactor": "1.0",
"ScaleInIdlePeriod": "60", # in seconds
},
"windows-gpu": {
"InstanceOperatingSystem": "windows",
"InstanceType": "g4dn.2xlarge",
"AgentsPerInstance": "1",
"MinSize": "0",
"MaxSize": "2",
"OnDemandPercentage": "100",
"ScaleOutFactor": "1.0",
"ScaleInIdlePeriod": "600", # in seconds
},
"linux-amd64-cpu": {
"InstanceOperatingSystem": "linux",
"InstanceType": "c5a.4xlarge",
"AgentsPerInstance": "1",
"MinSize": "0",
"MaxSize": "16",
"OnDemandPercentage": "100",
"ScaleOutFactor": "1.0",
"ScaleInIdlePeriod": "60", # in seconds
},
"pipeline-loader": {
"InstanceOperatingSystem": "linux",
"InstanceType": "t3a.micro",
"AgentsPerInstance": "1",
"MinSize": "1",
"MaxSize": "1",
"OnDemandPercentage": "100",
"ScaleOutFactor": "1.0",
"ScaleInIdlePeriod": "60", # in seconds
},
"linux-arm64-cpu": {
"InstanceOperatingSystem": "linux",
"InstanceType": "c6g.4xlarge",
"AgentsPerInstance": "1",
"MinSize": "0",
"MaxSize": "8",
"OnDemandPercentage": "100",
"ScaleOutFactor": "1.0",
"ScaleInIdlePeriod": "60", # in seconds
},
}
COMMON_STACK_PARAMS = {
"BuildkiteAgentTimestampLines": "false",
"BuildkiteWindowsAdministrator": "true",
"AssociatePublicIpAddress": "true",
"ScaleOutForWaitingJobs": "false",
"EnableCostAllocationTags": "true",
"CostAllocationTagName": "CreatedBy",
"ECRAccessPolicy": "full",
"ManagedPolicyARN": "arn:aws:iam::aws:policy/AmazonS3FullAccess",
"EnableSecretsPlugin": "false",
"EnableECRPlugin": "false",
"EnableDockerLoginPlugin": "false",
"EnableDockerUserNamespaceRemap": "false",
"BuildkiteAgentExperiments": "normalised-upload-paths,resolve-commit-after-checkout",
}

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boto3
cfn_tools

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import argparse
import os
import boto3
current_dir = os.path.dirname(__file__)
def main(args):
with open(
os.path.join(current_dir, "service-user-template.yml"), encoding="utf-8"
) as f:
service_user_template = f.read()
stack_id = "buildkite-elastic-ci-stack-service-user"
print("Create a new IAM user with suitable permissions...")
client = boto3.client("cloudformation", region_name=args.aws_region)
response = client.create_stack(
StackName=stack_id,
TemplateBody=service_user_template,
Capabilities=[
"CAPABILITY_IAM",
"CAPABILITY_NAMED_IAM",
],
Parameters=[{"ParameterKey": "UserName", "ParameterValue": args.user_name}],
)
waiter = client.get_waiter("stack_create_complete")
waiter.wait(StackName=stack_id)
user = boto3.resource("iam", region_name=args.aws_region).User(args.user_name)
key_pair = user.create_access_key_pair()
print("Finished creating an IAM users with suitable permissions.")
print(f"Access Key ID: {key_pair.access_key_id}")
print(f"Access Secret Access Key: {key_pair.secret_access_key}")
if __name__ == "__main__":
parser = argparse.ArgumentParser()
parser.add_argument("--aws-region", type=str, required=True)
parser.add_argument(
"--user-name", type=str, default="buildkite-elastic-ci-stack-user"
)
args = parser.parse_args()
main(args)

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---
AWSTemplateFormatVersion: "2010-09-09"
Description: "Buildkite Elastic CI Stack CloudFormation service user"
Parameters:
UserName:
Type: String
Default: buildkite-elastic-ci-stack-user
Description: Name of user to create
Outputs:
UserNameOutput:
Value: !Ref CloudFormationServiceUser
UserArnOutput:
Value: !GetAtt CloudFormationServiceUser.Arn
Resources:
CloudFormationServiceUser:
Type: AWS::IAM::User
Properties:
ManagedPolicyArns:
- !Ref SubstackCrudPolicy
- !Ref CrudPolicy
- !Ref ImageBuilderPolicy
UserName: !Ref UserName
SubstackCrudPolicy:
Type: AWS::IAM::ManagedPolicy
Properties:
PolicyDocument:
{
"Version": "2012-10-17",
"Statement": [
{
"Effect": "Allow",
"Action": "cloudformation:*",
"Resource": "*"
},
{
"Effect": "Allow",
"Action": [
"serverlessrepo:GetApplication",
"serverlessrepo:GetCloudFormationTemplate",
"serverlessrepo:CreateCloudFormationTemplate"
],
"Resource": "*"
}
]
}
CrudPolicy:
Type: AWS::IAM::ManagedPolicy
Properties:
PolicyDocument:
{
"Version": "2012-10-17",
"Statement": [
{
"Effect": "Allow",
"Action": [
"ec2:DescribeAccountAttributes",
"ec2:DescribeAvailabilityZones",
"ec2:DescribeInstances",
"ec2:DescribeInternetGateways",
"ec2:DescribeLaunchTemplateVersions",
"ec2:DescribeLaunchTemplates",
"ec2:DescribeNetworkInterfaces",
"ec2:DescribeRouteTables",
"ec2:DescribeSecurityGroups",
"ec2:DescribeSubnets",
"ec2:DescribeVpcs",
"ec2:CreateTags"
],
"Resource": "*"
},
{
"Effect": "Allow",
"Action": [
"ec2:CreateInternetGateway",
"ec2:AttachInternetGateway",
"ec2:DetachInternetGateway",
"ec2:DeleteInternetGateway"
],
"Resource": "arn:aws:ec2:*:*:internet-gateway/*"
},
{
"Effect": "Allow",
"Action": [
"ec2:CreateLaunchTemplate",
"ec2:CreateLaunchTemplateVersion",
"ec2:DeleteLaunchTemplate"
],
"Resource": "arn:aws:ec2:*:*:launch-template/*"
},
{
"Effect": "Allow",
"Action": [
"ec2:AssociateRouteTable",
"ec2:DisassociateRouteTable",
"ec2:CreateRoute",
"ec2:CreateRouteTable",
"ec2:DeleteRoute",
"ec2:DeleteRouteTable"
],
"Resource": "arn:aws:ec2:*:*:route-table/*"
},
{
"Effect": "Allow",
"Action": [
"ec2:AuthorizeSecurityGroupIngress",
"ec2:RevokeSecurityGroupIngress",
"ec2:CreateSecurityGroup",
"ec2:DeleteSecurityGroup"
],
"Resource": "arn:aws:ec2:*:*:security-group/*"
},
{
"Effect": "Allow",
"Action": "ec2:RunInstances",
"Resource": "*"
},
{
"Effect": "Allow",
"Action": [
"ec2:CreateSubnet",
"ec2:DeleteSubnet",
"ec2:AssociateRouteTable",
"ec2:DisassociateRouteTable"
],
"Resource": "arn:aws:ec2:*:*:subnet/*"
},
{
"Effect": "Allow",
"Action": [
"ec2:CreateVpc",
"ec2:CreateSecurityGroup",
"ec2:ModifyVpcAttribute",
"ec2:AttachInternetGateway",
"ec2:DetachInternetGateway",
"ec2:CreateSubnet",
"ec2:CreateRouteTable",
"ec2:DeleteVpc"
],
"Resource": "arn:aws:ec2:*:*:vpc/*"
},
{
"Effect": "Allow",
"Action": [
"ec2:CreateDefaultVpc",
"ec2:CreateDefaultSubnet"
],
"Resource": "*"
},
{
"Effect": "Allow",
"Action": [
"iam:CreateInstanceProfile",
"iam:GetInstanceProfile",
"iam:AddRoleToInstanceProfile",
"iam:RemoveRoleFromInstanceProfile",
"iam:DeleteInstanceProfile"
],
"Resource": "arn:aws:iam::*:instance-profile/*"
},
{
"Effect": "Allow",
"Action": [
"kms:DescribeKey",
"kms:CreateGrant",
"kms:Decrypt",
"kms:Encrypt"
],
"Resource": "arn:aws:kms:*:*:key/*"
},
{
"Effect": "Allow",
"Action": [
"lambda:CreateFunction",
"lambda:GetFunction",
"lambda:GetFunctionCodeSigningConfig",
"lambda:AddPermission",
"lambda:RemovePermission",
"lambda:DeleteFunction",
"lambda:InvokeFunction",
"lambda:TagResource"
],
"Resource": "arn:aws:lambda:*:*:function:*"
},
{
"Effect": "Allow",
"Action": [
"logs:CreateLogGroup",
"logs:PutRetentionPolicy",
"logs:DeleteLogGroup"
],
"Resource": "arn:aws:logs:*:*:log-group:*"
},
{
"Effect": "Allow",
"Action": [
"s3:GetObject",
"s3:CreateBucket",
"s3:PutBucketAcl",
"s3:PutBucketLogging",
"s3:PutBucketTagging",
"s3:PutBucketVersioning"
],
"Resource": "arn:aws:s3:::*"
},
{
"Effect": "Allow",
"Action": [
"ssm:GetParameter",
"ssm:PutParameter",
"ssm:DeleteParameter"
],
"Resource": "arn:aws:ssm:*:*:parameter/*"
},
{
"Effect": "Allow",
"Action": [
"iam:ListPolicies",
"iam:ListInstanceProfiles",
"iam:ListRoles",
"iam:ListPolicyVersions",
"iam:ListRolePolicies",
"iam:ListAttachedRolePolicies",
"iam:ListInstanceProfileTags",
"iam:ListRoleTags",
"iam:ListInstanceProfilesForRole",
"iam:GetPolicyVersion",
"iam:GetPolicy",
"iam:GetInstanceProfile",
"iam:GetRole",
"iam:GetRolePolicy",
"iam:TagPolicy",
"iam:UntagPolicy",
"iam:TagInstanceProfile",
"iam:UntagInstanceProfile",
"iam:TagRole",
"iam:UntagRole",
"iam:CreateRole",
"iam:PassRole",
"iam:DeleteRole",
"iam:UpdateRoleDescription",
"iam:UpdateRole",
"iam:AddRoleToInstanceProfile",
"iam:RemoveRoleFromInstanceProfile",
"iam:CreateInstanceProfile",
"iam:DeleteInstanceProfile",
"iam:DetachRolePolicy",
"iam:SetDefaultPolicyVersion",
"iam:AttachRolePolicy",
"iam:UpdateAssumeRolePolicy",
"iam:PutRolePermissionsBoundary",
"iam:DeleteRolePermissionsBoundary",
"iam:CreatePolicy",
"iam:DeletePolicyVersion",
"iam:DeletePolicy",
"iam:PutRolePolicy",
"iam:DeleteRolePolicy"
],
"Resource": "*"
},
{
"Effect": "Allow",
"Action": [
"autoscaling:DescribeLifecycleHookTypes",
"autoscaling:DescribeTerminationPolicyTypes",
"autoscaling:DescribePolicies",
"autoscaling:DescribeWarmPool",
"autoscaling:DescribeScalingActivities",
"autoscaling:DescribeScalingProcessTypes",
"autoscaling:DescribeScheduledActions",
"autoscaling:DescribeAutoScalingGroups",
"autoscaling:DescribeAutoScalingInstances",
"autoscaling:DescribeLifecycleHooks",
"autoscaling:SetDesiredCapacity",
"autoscaling:PutLifecycleHook",
"autoscaling:DeleteLifecycleHook",
"autoscaling:SetInstanceProtection",
"autoscaling:CreateAutoScalingGroup",
"autoscaling:EnableMetricsCollection",
"autoscaling:UpdateAutoScalingGroup",
"autoscaling:DeleteAutoScalingGroup",
"autoscaling:PutScalingPolicy",
"autoscaling:DeletePolicy",
"autoscaling:BatchPutScheduledUpdateGroupAction",
"autoscaling:PutScheduledUpdateGroupAction",
"autoscaling:DeleteScheduledAction",
"autoscaling:PutWarmPool",
"autoscaling:DeleteWarmPool",
"autoscaling:TerminateInstanceInAutoScalingGroup",
"autoscaling:AttachInstances"
],
"Resource": "*"
},
{
"Effect": "Allow",
"Action": [
"events:DescribeRule",
"events:PutRule",
"events:PutTargets",
"events:RemoveTargets",
"events:DeleteRule"
],
"Resource": "arn:aws:events:*:*:rule/*"
}
]
}
ImageBuilderPolicy:
Type: AWS::IAM::ManagedPolicy
Properties:
PolicyDocument:
{
"Version": "2012-10-17",
"Statement": [
{
"Effect": "Allow",
"Action": [
"imagebuilder:CreateComponent",
"imagebuilder:GetComponent",
"imagebuilder:DeleteComponent",
"imagebuilder:CreateImageRecipe",
"imagebuilder:GetImageRecipe",
"imagebuilder:DeleteImageRecipe",
"imagebuilder:CreateImagePipeline",
"imagebuilder:GetImagePipeline",
"imagebuilder:DeleteImagePipeline",
"imagebuilder:CreateInfrastructureConfiguration",
"imagebuilder:GetInfrastructureConfiguration",
"imagebuilder:DeleteInfrastructureConfiguration",
"imagebuilder:CreateDistributionConfiguration",
"imagebuilder:GetDistributionConfiguration",
"imagebuilder:DeleteDistributionConfiguration",
"imagebuilder:TagResource",
"imagebuilder:StartImagePipelineExecution",
"ec2:DescribeImages",
"ec2:DescribeSnapshots",
"ec2:DescribeRegions",
"ec2:DescribeVolumes",
"ec2:DescribeKeyPairs",
"ec2:DescribeInstanceTypeOfferings"
],
"Resource": "*"
}
]
}

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import argparse
import copy
import json
import os
from urllib.request import urlopen
import boto3
import cfn_flip
from metadata import IMAGE_PARAMS
current_dir = os.path.dirname(__file__)
BUILDKITE_CF_TEMPLATE_URL = (
"https://s3.amazonaws.com/buildkite-aws-stack/latest/aws-stack.yml"
)
def format_params(*, stack_id, aws_region, ami_mapping):
params = copy.deepcopy(IMAGE_PARAMS[stack_id])
with open(
os.path.join(current_dir, params["BootstrapScript"]),
encoding="utf-8",
) as f:
bootstrap_script = f.read()
params["BaseImageId"] = ami_mapping[aws_region][params["BaseImageId"]]
params["BootstrapScript"] = bootstrap_script
return [{"ParameterKey": k, "ParameterValue": v} for k, v in params.items()]
def get_ami_mapping():
with urlopen(BUILDKITE_CF_TEMPLATE_URL) as response:
buildkite_cf_template = response.read().decode("utf-8")
cfn_obj = json.loads(cfn_flip.to_json(buildkite_cf_template))
return cfn_obj["Mappings"]["AWSRegion2AMI"]
def get_full_stack_id(stack_id):
return f"buildkite-{stack_id}-worker"
def main(args):
with open(
os.path.join(current_dir, "ec2-image-builder-pipeline-template.yml"),
encoding="utf-8",
) as f:
ec2_image_pipeline_template = f.read()
ami_mapping = get_ami_mapping()
for stack_id in IMAGE_PARAMS:
stack_id_full = get_full_stack_id(stack_id)
print(f"Creating EC2 image builder stack {stack_id_full}...")
params = format_params(
stack_id=stack_id, aws_region=args.aws_region, ami_mapping=ami_mapping
)
client = boto3.client("cloudformation", region_name=args.aws_region)
response = client.create_stack(
StackName=stack_id_full,
TemplateBody=ec2_image_pipeline_template,
Capabilities=[
"CAPABILITY_IAM",
"CAPABILITY_NAMED_IAM",
"CAPABILITY_AUTO_EXPAND",
],
OnFailure="ROLLBACK",
EnableTerminationProtection=False,
Parameters=params,
)
print(
f"EC2 image builder stack {stack_id_full} is in progress in the background"
)
for stack_id in IMAGE_PARAMS:
stack_id_full = get_full_stack_id(stack_id)
waiter = client.get_waiter("stack_create_complete")
waiter.wait(StackName=stack_id_full)
print(f"EC2 image builder stack {stack_id_full} is now finished.")
if __name__ == "__main__":
parser = argparse.ArgumentParser()
parser.add_argument("--aws-region", type=str, required=True)
args = parser.parse_args()
main(args)

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---
AWSTemplateFormatVersion: "2010-09-09"
Description: "EC2 Image Builder pipelines to build workers"
Parameters:
BaseImageId:
Type: String
Description: Base AMI to build a new image on top of.
BootstrapScript:
Type: String
Description: Content of AMI customization script
InstanceType:
Type: String
Description: Instance type for the Image Builder instances.
InstanceOperatingSystem:
Type: String
Description: The operating system to run on the instance
AllowedValues:
- Linux
- Windows
Default: "Linux"
VolumeSize:
Type: Number
Description: Size of EBS volume, in GiBs
Conditions:
IsInstanceWindows:
!Equals [ !Ref InstanceOperatingSystem, "Windows" ]
Resources:
# IAM role for the image builder instance
InstanceRole:
Type: AWS::IAM::Role
Properties:
AssumeRolePolicyDocument:
Version: "2012-10-17"
Statement:
- Effect: "Allow"
Principal:
Service: "ec2.amazonaws.com"
Action: "sts:AssumeRole"
ManagedPolicyArns:
- arn:aws:iam::aws:policy/AmazonSSMManagedInstanceCore
- arn:aws:iam::aws:policy/EC2InstanceProfileForImageBuilder
- arn:aws:iam::aws:policy/AmazonS3ReadOnlyAccess
InstanceProfile:
Type: AWS::IAM::InstanceProfile
Properties:
Roles:
- !Ref InstanceRole
# Component that runs the bootstrap script
BootstrapComponent:
Type: AWS::ImageBuilder::Component
Properties:
Name: !Sub "${AWS::StackName}-bootstrap-component"
Platform: !Ref InstanceOperatingSystem
Version: "1.0.0"
Description: Execute a bootstrap script.
Data: !Ref BootstrapScript
Recipe:
Type: AWS::ImageBuilder::ImageRecipe
Properties:
Name: !Sub "${AWS::StackName}-image"
Components:
- ComponentArn: !Ref BootstrapComponent
ParentImage: !Ref BaseImageId
BlockDeviceMappings:
- DeviceName: !If [IsInstanceWindows, "/dev/sda1", "/dev/xvda"]
Ebs:
DeleteOnTermination: true
Encrypted: false
VolumeSize: !Ref VolumeSize
VolumeType: gp2
Version: "1.0.0"
Infrastructure:
Type: AWS::ImageBuilder::InfrastructureConfiguration
Properties:
Name: !Sub "${AWS::StackName}-image-pipeline-infrastructure"
InstanceProfileName: !Ref InstanceProfile
InstanceTypes:
- !Ref InstanceType
TerminateInstanceOnFailure: true
# Copy to this region only
Distribution:
Type: AWS::ImageBuilder::DistributionConfiguration
Properties:
Name: !Sub "${AWS::StackName}-image-pipeline-distribution-config"
Distributions:
- Region: !Ref AWS::Region
AmiDistributionConfiguration: {}
# Composition of the above elements
Pipeline:
Type: AWS::ImageBuilder::ImagePipeline
Properties:
Name: !Sub "${AWS::StackName}-image-pipeline"
DistributionConfigurationArn: !Ref Distribution
ImageRecipeArn: !Ref Recipe
InfrastructureConfigurationArn: !Ref Infrastructure

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name: BuildKiteLinuxAMD64GPUBootstrap
description: Set up worker image for linux-amd64-gpu pipeline
schemaVersion: 1.0
phases:
- name: build
steps:
- name: SetupStep
action: ExecuteBash
inputs:
commands:
- |
yum groupinstall -y "Development tools"
yum install -y kernel-devel-$(uname -r)
aws s3 cp --recursive s3://ec2-linux-nvidia-drivers/latest/ .
chmod +x NVIDIA-Linux-x86_64*.run
CC=/usr/bin/gcc10-cc ./NVIDIA-Linux-x86_64*.run --silent
amazon-linux-extras install docker
systemctl --now enable docker
distribution=$(. /etc/os-release;echo $ID$VERSION_ID) \
&& curl -s -L https://nvidia.github.io/libnvidia-container/$distribution/libnvidia-container.repo \
| sudo tee /etc/yum.repos.d/nvidia-container-toolkit.repo
yum clean expire-cache
yum install -y nvidia-docker2
systemctl restart docker

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IMAGE_PARAMS = {
"linux-amd64-gpu": {
"BaseImageId": "linuxamd64",
# AMI ID is looked up from Buildkite's CloudFormation template
"BootstrapScript": "linux-amd64-gpu-bootstrap.yml",
"InstanceType": "g4dn.xlarge",
"InstanceOperatingSystem": "Linux",
"VolumeSize": "40", # in GiBs
},
"windows-gpu": {
"BaseImageId": "windows",
# AMI ID is looked up from Buildkite's CloudFormation template
"BootstrapScript": "windows-gpu-bootstrap.yml",
"InstanceType": "g4dn.2xlarge",
"InstanceOperatingSystem": "Windows",
"VolumeSize": "80", # in GiBs
},
}

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import argparse
import boto3
from create_worker_image_pipelines import get_full_stack_id
from metadata import IMAGE_PARAMS
def main(args):
cf = boto3.resource("cloudformation", region_name=args.aws_region)
builder_client = boto3.client("imagebuilder", region_name=args.aws_region)
for stack_id in IMAGE_PARAMS:
stack_id_full = get_full_stack_id(stack_id)
pipeline_arn = cf.Stack(stack_id_full).Resource("Pipeline").physical_resource_id
print(f"Running pipeline {pipeline_arn} to generate a new AMI...")
r = builder_client.start_image_pipeline_execution(imagePipelineArn=pipeline_arn)
if __name__ == "__main__":
parser = argparse.ArgumentParser()
parser.add_argument("--aws-region", type=str, required=True)
args = parser.parse_args()
main(args)

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name: BuildKiteWindowsGPUBootstrap
description: Set up worker image for windows-gpu pipeline
schemaVersion: 1.0
phases:
- name: build
steps:
- name: SetupStep
action: ExecutePowerShell
inputs:
commands:
- |
$ErrorActionPreference = "Stop"
choco --version
choco feature enable -n=allowGlobalConfirmation
# CMake 3.18
Write-Host '>>> Installing CMake 3.18...'
choco install cmake --version 3.18.0 --installargs "ADD_CMAKE_TO_PATH=System"
if ($LASTEXITCODE -ne 0) { throw "Last command failed" }
# Notepad++
Write-Host '>>> Installing Notepad++...'
choco install notepadplusplus
if ($LASTEXITCODE -ne 0) { throw "Last command failed" }
# Miniconda
Write-Host '>>> Installing Miniconda...'
choco install miniconda3 /RegisterPython:1 /D:C:\tools\miniconda3
C:\tools\miniconda3\Scripts\conda.exe init --user --system
if ($LASTEXITCODE -ne 0) { throw "Last command failed" }
. "C:\Windows\System32\WindowsPowerShell\v1.0\profile.ps1"
if ($LASTEXITCODE -ne 0) { throw "Last command failed" }
conda config --set auto_activate_base false
conda config --prepend channels conda-forge
# Install Java 11
Write-Host '>>> Installing Java 11...'
choco install openjdk11jre
if ($LASTEXITCODE -ne 0) { throw "Last command failed" }
# Install GraphViz
Write-Host '>>> Installing GraphViz...'
choco install graphviz
if ($LASTEXITCODE -ne 0) { throw "Last command failed" }
# Install Visual Studio Community 2017 (15.9)
Write-Host '>>> Installing Visual Studio 2017 Community (15.9)...'
choco install visualstudio2017community --version 15.9.23.0 `
--params "--wait --passive --norestart"
if ($LASTEXITCODE -ne 0) { throw "Last command failed" }
choco install visualstudio2017-workload-nativedesktop --params `
"--wait --passive --norestart --includeOptional"
if ($LASTEXITCODE -ne 0) { throw "Last command failed" }
# Install CUDA 11.0
Write-Host '>>> Installing CUDA 11.0...'
choco install cuda --version 11.0.3
if ($LASTEXITCODE -ne 0) { throw "Last command failed" }
# Install Python packages
Write-Host '>>> Installing Python packages...'
conda activate
conda install -y mamba
if ($LASTEXITCODE -ne 0) { throw "Last command failed" }
# Install R
Write-Host '>>> Installing R...'
choco install r.project --version=3.6.3
if ($LASTEXITCODE -ne 0) { throw "Last command failed" }
choco install rtools --version=3.5.0.4
if ($LASTEXITCODE -ne 0) { throw "Last command failed" }

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steps:
- block: ":rocket: Run this test job"
#### -------- BUILD --------
- label: ":windows: Build XGBoost for Windows with CUDA"
command: "tests/buildkite/build-win64-gpu.ps1"
key: build-win64-gpu
agents:
queue: windows-gpu
- label: ":windows: Build XGBoost R package for Windows with CUDA"
command: "tests/buildkite/build-rpkg-win64-gpu.ps1"
key: build-rpkg-win64-gpu
agents:
queue: windows-gpu
- wait
#### -------- TEST --------
- label: ":windows: Test XGBoost on Windows"
command: "tests/buildkite/test-win64-gpu.ps1"
key: test-win64-gpu
agents:
queue: windows-gpu

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env:
DOCKER_CACHE_ECR_ID: "492475357299"
DOCKER_CACHE_ECR_REGION: "us-west-2"
steps:
- block: ":rocket: Run this test job"
#### -------- BUILD --------
- label: ":console: Run clang-tidy"
command: "tests/buildkite/run-clang-tidy.sh"
key: run-clang-tidy
agents:
queue: linux-amd64-cpu
- label: ":console: Build CPU"
command: "tests/buildkite/build-cpu.sh"
key: build-cpu
agents:
queue: linux-amd64-cpu
- label: ":console: Build CPU ARM64"
command: "tests/buildkite/build-cpu-arm64.sh"
key: build-cpu-arm64
agents:
queue: linux-arm64-cpu
- label: ":console: Build CUDA"
command: "tests/buildkite/build-cuda.sh"
key: build-cuda
agents:
queue: linux-amd64-cpu
- label: ":console: Build CUDA with RMM"
command: "tests/buildkite/build-cuda-with-rmm.sh"
key: build-cuda-with-rmm
agents:
queue: linux-amd64-cpu
- label: ":console: Build R package with CUDA"
command: "tests/buildkite/build-gpu-rpkg.sh"
key: build-gpu-rpkg
agents:
queue: linux-amd64-cpu
- label: ":console: Build JVM packages"
command: "tests/buildkite/build-jvm-packages.sh"
key: build-jvm-packages
agents:
queue: linux-amd64-cpu
- label: ":console: Build JVM packages with CUDA"
command: "tests/buildkite/build-jvm-packages-gpu.sh"
key: build-jvm-packages-gpu
agents:
queue: linux-amd64-mgpu
- label: ":console: Build JVM package doc"
command: "tests/buildkite/build-jvm-doc.sh"
key: build-jvm-doc
agents:
queue: linux-amd64-cpu
- wait
#### -------- TEST --------
- label: ":console: Test Python package, CPU"
command: "tests/buildkite/test-python-cpu.sh"
key: test-python-cpu
agents:
queue: linux-amd64-cpu
- label: ":console: Test Python package, CPU ARM64"
command: "tests/buildkite/test-python-cpu-arm64.sh"
key: test-python-cpu-arm64
agents:
queue: linux-arm64-cpu
- label: ":console: Test Python package, single GPU"
command: "tests/buildkite/test-python-gpu.sh gpu"
key: test-python-gpu
agents:
queue: linux-amd64-gpu
- label: ":console: Test Python package, 4 GPUs"
command: "tests/buildkite/test-python-gpu.sh mgpu"
key: test-python-mgpu
agents:
queue: linux-amd64-mgpu
- label: ":console: Run Google Tests, 4 GPUs"
command: "tests/buildkite/test-cpp-gpu.sh"
key: test-cpp-gpu
agents:
queue: linux-amd64-mgpu
- label: ":console: Run integration tests with JVM packages"
command: "tests/buildkite/test-integration-jvm-packages.sh"
key: test-integration-jvm-packages
agents:
queue: linux-amd64-cpu
- wait
- label: ":console: Deploy JVM packages"
command: "tests/buildkite/deploy-jvm-packages.sh"
key: deploy-jvm-packages
agents:
queue: linux-amd64-cpu

13
tests/buildkite/run-clang-tidy.sh Executable file
View File

@ -0,0 +1,13 @@
#!/bin/bash
set -euo pipefail
CUDA_VERSION=11.0.3
echo "--- Run clang-tidy"
source tests/buildkite/conftest.sh
tests/ci_build/ci_build.sh clang_tidy docker \
--build-arg CUDA_VERSION_ARG=${CUDA_VERSION} \
python3 tests/ci_build/tidy.py --cuda-archs 75

21
tests/buildkite/test-cpp-gpu.sh Executable file
View File

@ -0,0 +1,21 @@
#!/bin/bash
set -euo pipefail
CUDA_VERSION=11.0.3
source tests/buildkite/conftest.sh
echo "--- Run Google Tests with CUDA, using 4 GPUs"
buildkite-agent artifact download "build/testxgboost" . --step build-cuda
chmod +x build/testxgboost
tests/ci_build/ci_build.sh gpu nvidia-docker \
--build-arg CUDA_VERSION_ARG=$CUDA_VERSION build/testxgboost
echo "--- Run Google Tests with CUDA, using 4 GPUs, RMM enabled"
rm -rfv build/
buildkite-agent artifact download "build/testxgboost" . --step build-cuda-with-rmm
chmod +x build/testxgboost
tests/ci_build/ci_build.sh rmm nvidia-docker \
--build-arg CUDA_VERSION_ARG=$CUDA_VERSION bash -c \
"source activate gpu_test && build/testxgboost --use-rmm-pool"

16
tests/buildkite/test-integration-jvm-packages.sh Executable file
View File

@ -0,0 +1,16 @@
#!/bin/bash
set -euo pipefail
JDK_VERSION=8
SPARK_VERSION=3.0.1
source tests/buildkite/conftest.sh
echo "--- Test XGBoost4J on a machine with JDK ${JDK_VERSION}, Spark ${SPARK_VERSION}"
buildkite-agent artifact download "jvm-packages/xgboost4j/target/*.jar" . --step build-jvm-packages
buildkite-agent artifact download "jvm-packages/xgboost4j-spark/target/*.jar" . --step build-jvm-packages
buildkite-agent artifact download "jvm-packages/xgboost4j-example/target/*.jar" . --step build-jvm-packages
export CI_DOCKER_EXTRA_PARAMS_INIT='-e RUN_INTEGRATION_TEST=1'
tests/ci_build/ci_build.sh jvm_cross docker --build-arg JDK_VERSION=${JDK_VERSION} \
--build-arg SPARK_VERSION=${SPARK_VERSION} tests/ci_build/test_jvm_cross.sh

11
tests/buildkite/test-python-cpu-arm64.sh Executable file
View File

@ -0,0 +1,11 @@
#!/bin/bash
set -euo pipefail
source tests/buildkite/conftest.sh
echo "--- Test Python CPU ARM64"
buildkite-agent artifact download "python-package/dist/*.whl" . --step build-cpu-arm64
buildkite-agent artifact download "xgboost" . --step build-cpu-arm64
chmod +x ./xgboost
tests/ci_build/ci_build.sh aarch64 docker tests/ci_build/test_python.sh cpu-arm64

14
tests/buildkite/test-python-cpu.sh Executable file
View File

@ -0,0 +1,14 @@
#!/bin/bash
set -euo pipefail
echo "--- Test CPU code in Python env"
source tests/buildkite/conftest.sh
mkdir -pv python-package/dist
buildkite-agent artifact download "python-package/dist/*.whl" . --step build-cuda
buildkite-agent artifact download "xgboost" . --step build-cpu
chmod +x ./xgboost
tests/ci_build/ci_build.sh cpu docker tests/ci_build/test_python.sh cpu

46
tests/buildkite/test-python-gpu.sh Executable file
View File

@ -0,0 +1,46 @@
#!/bin/bash
set -euo pipefail
CUDA_VERSION=11.0.3
if [ "$#" -lt 1 ]
then
suite=''
args=''
else
suite=$1
shift 1
args="$@"
fi
source tests/buildkite/conftest.sh
echo "--- Fetch build artifacts"
buildkite-agent artifact download "python-package/dist/*.whl" . --step build-cuda
buildkite-agent artifact download "build/testxgboost" . --step build-cuda
chmod +x build/testxgboost
# Allocate extra space in /dev/shm to enable NCCL
export CI_DOCKER_EXTRA_PARAMS_INIT='--shm-size=4g'
command_wrapper="tests/ci_build/ci_build.sh gpu nvidia-docker --build-arg "`
`"CUDA_VERSION_ARG=$CUDA_VERSION"
# Run specified test suite
case "$suite" in
gpu)
echo "--- Test XGBoost Python package, single GPU"
$command_wrapper tests/ci_build/test_python.sh $suite
;;
mgpu)
echo "--- Test XGBoost Python package, 4 GPUs"
$command_wrapper tests/ci_build/test_python.sh $suite
;;
*)
echo "Usage: $0 {gpu|mgpu} [extra args to pass to pytest]"
exit 1
;;
esac

37
tests/buildkite/test-win64-gpu.ps1 Normal file
View File

@ -0,0 +1,37 @@
$ErrorActionPreference = "Stop"
. tests/buildkite/conftest.ps1
Write-Host "--- Test XGBoost on Windows with CUDA"
New-Item python-package/dist -ItemType Directory -ea 0
New-Item build -ItemType Directory -ea 0
buildkite-agent artifact download "python-package/dist/*.whl" . --step build-win64-gpu
if ($LASTEXITCODE -ne 0) { throw "Last command failed" }
buildkite-agent artifact download "build/testxgboost.exe" . --step build-win64-gpu
if ($LASTEXITCODE -ne 0) { throw "Last command failed" }
buildkite-agent artifact download "xgboost.exe" . --step build-win64-gpu
if ($LASTEXITCODE -ne 0) { throw "Last command failed" }
nvcc --version
Write-Host "--- Run Google Tests"
& build/testxgboost.exe
if ($LASTEXITCODE -ne 0) { throw "Last command failed" }
Write-Host "--- Set up Python env"
conda activate
$env_name = -join("win64_", (New-Guid).ToString().replace("-", ""))
mamba env create -n ${env_name} --file=tests/ci_build/conda_env/win64_test.yml
conda activate ${env_name}
Get-ChildItem . -Filter python-package/dist/*.whl |
Foreach-Object {
& python -m pip install python-package/dist/$_
if ($LASTEXITCODE -ne 0) { throw "Last command failed" }
}
Write-Host "--- Run Python tests"
python -X faulthandler -m pytest -v -s -rxXs --fulltrace tests/python
Write-Host "--- Run Python tests with GPU"
python -X faulthandler -m pytest -v -s -rxXs --fulltrace -m "(not slow) and (not mgpu)"`
tests/python-gpu

4
tests/ci_build/Dockerfile.aarch64
View File

@ -10,7 +10,7 @@ RUN \
yum update -y && \
yum install -y devtoolset-7 && \
# Python
wget --no-verbose -O conda.sh https://github.com/conda-forge/miniforge/releases/download/4.8.2-1/Miniforge3-4.8.2-1-Linux-aarch64.sh && \
wget -nv -O conda.sh https://github.com/conda-forge/miniforge/releases/download/4.8.2-1/Miniforge3-4.8.2-1-Linux-aarch64.sh && \
bash conda.sh -b -p /opt/miniforge-python
ENV PATH=/opt/miniforge-python/bin:$PATH
@ -25,7 +25,7 @@ RUN conda env create -n aarch64_test --file=/scripts/aarch64_test.yml
# Install lightweight sudo (not bound to TTY)
RUN set -ex; \
wget --no-verbose -O /usr/local/bin/gosu "https://github.com/tianon/gosu/releases/download/$GOSU_VERSION/gosu-arm64" && \
wget -nv -O /usr/local/bin/gosu "https://github.com/tianon/gosu/releases/download/$GOSU_VERSION/gosu-arm64" && \
chmod +x /usr/local/bin/gosu && \
gosu nobody true

4
tests/ci_build/Dockerfile.clang_tidy
View File

@ -11,7 +11,7 @@ RUN \
apt-get update && \
apt-get install -y tar unzip wget git build-essential python3 python3-pip software-properties-common \
apt-transport-https ca-certificates gnupg-agent && \
wget -O - https://apt.llvm.org/llvm-snapshot.gpg.key | apt-key add - && \
wget -nv -O - https://apt.llvm.org/llvm-snapshot.gpg.key | apt-key add - && \
add-apt-repository -u 'deb http://apt.llvm.org/bionic/ llvm-toolchain-bionic-11 main' && \
apt-get update && \
apt-get install -y llvm-11 clang-tidy-11 clang-11 && \
@ -31,7 +31,7 @@ ENV GOSU_VERSION 1.10
# Install lightweight sudo (not bound to TTY)
RUN set -ex; \
wget -O /usr/local/bin/gosu "https://github.com/tianon/gosu/releases/download/$GOSU_VERSION/gosu-amd64" && \
wget -nv -O /usr/local/bin/gosu "https://github.com/tianon/gosu/releases/download/$GOSU_VERSION/gosu-amd64" && \
chmod +x /usr/local/bin/gosu && \
gosu nobody true

4
tests/ci_build/Dockerfile.cpu
View File

@ -15,7 +15,7 @@ RUN \
wget -nv -nc https://cmake.org/files/v3.14/cmake-3.14.0-Linux-x86_64.sh --no-check-certificate && \
bash cmake-3.14.0-Linux-x86_64.sh --skip-license --prefix=/usr && \
# Python
wget https://github.com/conda-forge/miniforge/releases/latest/download/Mambaforge-Linux-x86_64.sh && \
wget -nv https://github.com/conda-forge/miniforge/releases/latest/download/Mambaforge-Linux-x86_64.sh && \
bash Mambaforge-Linux-x86_64.sh -b -p /opt/python
ENV PATH=/opt/python/bin:$PATH
@ -32,7 +32,7 @@ RUN mamba env create -n cpu_test --file=/scripts/cpu_test.yml
# Install lightweight sudo (not bound to TTY)
RUN set -ex; \
wget -O /usr/local/bin/gosu "https://github.com/tianon/gosu/releases/download/$GOSU_VERSION/gosu-amd64" && \
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

4
tests/ci_build/Dockerfile.gpu
View File

@ -12,7 +12,7 @@ RUN \
apt-get update && \
apt-get install -y wget unzip bzip2 libgomp1 build-essential openjdk-8-jdk-headless && \
# Python
wget -O Miniconda3.sh https://repo.anaconda.com/miniconda/Miniconda3-latest-Linux-x86_64.sh && \
wget -nv -O Miniconda3.sh https://repo.anaconda.com/miniconda/Miniconda3-latest-Linux-x86_64.sh && \
bash Miniconda3.sh -b -p /opt/python
ENV PATH=/opt/python/bin:$PATH
@ -30,7 +30,7 @@ ENV JAVA_HOME /usr/lib/jvm/java-8-openjdk-amd64/
# Install lightweight sudo (not bound to TTY)
RUN set -ex; \
wget -O /usr/local/bin/gosu "https://github.com/tianon/gosu/releases/download/$GOSU_VERSION/gosu-amd64" && \
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

4
tests/ci_build/Dockerfile.gpu_build
View File

@ -18,7 +18,7 @@ RUN \
wget -nv -nc https://cmake.org/files/v3.14/cmake-3.14.0-Linux-x86_64.sh --no-check-certificate && \
bash cmake-3.14.0-Linux-x86_64.sh --skip-license --prefix=/usr && \
# Python
wget -O Miniconda3.sh https://repo.anaconda.com/miniconda/Miniconda3-latest-Linux-x86_64.sh && \
wget -nv -O Miniconda3.sh https://repo.anaconda.com/miniconda/Miniconda3-latest-Linux-x86_64.sh && \
bash Miniconda3.sh -b -p /opt/python
# NCCL2 (License: https://docs.nvidia.com/deeplearning/sdk/nccl-sla/index.html)
@ -37,7 +37,7 @@ ENV GOSU_VERSION 1.10
# Install lightweight sudo (not bound to TTY)
RUN set -ex; \
wget -O /usr/local/bin/gosu "https://github.com/tianon/gosu/releases/download/$GOSU_VERSION/gosu-amd64" && \
wget -nv -O /usr/local/bin/gosu "https://github.com/tianon/gosu/releases/download/$GOSU_VERSION/gosu-amd64" && \
chmod +x /usr/local/bin/gosu && \
gosu nobody true

8
tests/ci_build/Dockerfile.gpu_jvm
View File

@ -16,15 +16,15 @@ RUN \
apt-get update && \
apt-get install -y tar unzip wget openjdk-$JDK_VERSION-jdk libgomp1 && \
# Python
wget -O Miniconda3.sh https://repo.anaconda.com/miniconda/Miniconda3-latest-Linux-x86_64.sh && \
wget -nv -O Miniconda3.sh https://repo.anaconda.com/miniconda/Miniconda3-latest-Linux-x86_64.sh && \
bash Miniconda3.sh -b -p /opt/python && \
/opt/python/bin/pip install awscli && \
# Maven
wget https://archive.apache.org/dist/maven/maven-3/3.6.1/binaries/apache-maven-3.6.1-bin.tar.gz && \
wget -nv https://archive.apache.org/dist/maven/maven-3/3.6.1/binaries/apache-maven-3.6.1-bin.tar.gz && \
tar xvf apache-maven-3.6.1-bin.tar.gz -C /opt && \
ln -s /opt/apache-maven-3.6.1/ /opt/maven && \
# Spark
wget https://archive.apache.org/dist/spark/spark-$SPARK_VERSION/spark-$SPARK_VERSION-bin-hadoop2.7.tgz && \
wget -nv https://archive.apache.org/dist/spark/spark-$SPARK_VERSION/spark-$SPARK_VERSION-bin-hadoop2.7.tgz && \
tar xvf spark-$SPARK_VERSION-bin-hadoop2.7.tgz -C /opt && \
ln -s /opt/spark-$SPARK_VERSION-bin-hadoop2.7 /opt/spark
@ -38,7 +38,7 @@ ENV GOSU_VERSION 1.10
# Install lightweight sudo (not bound to TTY)
RUN set -ex; \
wget -O /usr/local/bin/gosu "https://github.com/tianon/gosu/releases/download/$GOSU_VERSION/gosu-amd64" && \
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

8
tests/ci_build/Dockerfile.jvm_cross
View File

@ -13,15 +13,15 @@ RUN \
apt-get update && \
apt-get install -y tar unzip wget openjdk-$JDK_VERSION-jdk libgomp1 && \
# Python
wget -O Miniconda3.sh https://repo.anaconda.com/miniconda/Miniconda3-latest-Linux-x86_64.sh && \
wget -nv -O Miniconda3.sh https://repo.anaconda.com/miniconda/Miniconda3-latest-Linux-x86_64.sh && \
bash Miniconda3.sh -b -p /opt/python && \
/opt/python/bin/pip install awscli && \
# Maven
wget https://archive.apache.org/dist/maven/maven-3/3.6.1/binaries/apache-maven-3.6.1-bin.tar.gz && \
wget -nv https://archive.apache.org/dist/maven/maven-3/3.6.1/binaries/apache-maven-3.6.1-bin.tar.gz && \
tar xvf apache-maven-3.6.1-bin.tar.gz -C /opt && \
ln -s /opt/apache-maven-3.6.1/ /opt/maven && \
# Spark
wget https://archive.apache.org/dist/spark/spark-$SPARK_VERSION/spark-$SPARK_VERSION-bin-hadoop2.7.tgz && \
wget -nv https://archive.apache.org/dist/spark/spark-$SPARK_VERSION/spark-$SPARK_VERSION-bin-hadoop2.7.tgz && \
tar xvf spark-$SPARK_VERSION-bin-hadoop2.7.tgz -C /opt && \
ln -s /opt/spark-$SPARK_VERSION-bin-hadoop2.7 /opt/spark
@ -35,7 +35,7 @@ ENV GOSU_VERSION 1.10
# Install lightweight sudo (not bound to TTY)
RUN set -ex; \
wget -O /usr/local/bin/gosu "https://github.com/tianon/gosu/releases/download/$GOSU_VERSION/gosu-amd64" && \
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

4
tests/ci_build/Dockerfile.rmm
View File

@ -12,7 +12,7 @@ RUN \
apt-get update && \
apt-get install -y wget unzip bzip2 libgomp1 build-essential ninja-build git && \
# Python
wget -O Miniconda3.sh https://repo.anaconda.com/miniconda/Miniconda3-latest-Linux-x86_64.sh && \
wget -nv -O Miniconda3.sh https://repo.anaconda.com/miniconda/Miniconda3-latest-Linux-x86_64.sh && \
bash Miniconda3.sh -b -p /opt/python
# NCCL2 (License: https://docs.nvidia.com/deeplearning/sdk/nccl-sla/index.html)
@ -33,7 +33,7 @@ ENV GOSU_VERSION 1.10
# Install lightweight sudo (not bound to TTY)
RUN set -ex; \
wget -O /usr/local/bin/gosu "https://github.com/tianon/gosu/releases/download/$GOSU_VERSION/gosu-amd64" && \
wget -nv -O /usr/local/bin/gosu "https://github.com/tianon/gosu/releases/download/$GOSU_VERSION/gosu-amd64" && \
chmod +x /usr/local/bin/gosu && \
gosu nobody true

2
tests/ci_build/Dockerfile.s390x
View File

@ -15,7 +15,7 @@ ENV GOSU_VERSION 1.10
# Install lightweight sudo (not bound to TTY)
RUN set -ex; \
wget -O /usr/local/bin/gosu "https://github.com/tianon/gosu/releases/download/$GOSU_VERSION/gosu-amd64" && \
wget -nv -O /usr/local/bin/gosu "https://github.com/tianon/gosu/releases/download/$GOSU_VERSION/gosu-amd64" && \
chmod +x /usr/local/bin/gosu && \
gosu nobody true

20
tests/ci_build/ci_build.sh
View File

@ -144,19 +144,19 @@ then
DOCKER_CACHE_REPO="${DOCKER_CACHE_ECR_ID}.dkr.ecr.${DOCKER_CACHE_ECR_REGION}.amazonaws.com"
echo "Using AWS ECR; repo URL = ${DOCKER_CACHE_REPO}"
# Login for Docker registry
echo "\$(python3 -m awscli ecr get-login --no-include-email --region ${DOCKER_CACHE_ECR_REGION} --registry-ids ${DOCKER_CACHE_ECR_ID})"
$(python3 -m awscli ecr get-login --no-include-email --region ${DOCKER_CACHE_ECR_REGION} --registry-ids ${DOCKER_CACHE_ECR_ID})
echo "\$(aws ecr get-login --no-include-email --region ${DOCKER_CACHE_ECR_REGION} --registry-ids ${DOCKER_CACHE_ECR_ID})"
$(aws ecr get-login --no-include-email --region ${DOCKER_CACHE_ECR_REGION} --registry-ids ${DOCKER_CACHE_ECR_ID})
# Pull pre-build container from Docker build cache,
# if one exists for the particular branch or pull request
echo "docker pull ${DOCKER_CACHE_REPO}/${DOCKER_IMG_NAME}:${BRANCH_NAME}"
if docker pull "${DOCKER_CACHE_REPO}/${DOCKER_IMG_NAME}:${BRANCH_NAME}"
echo "docker pull --quiet ${DOCKER_CACHE_REPO}/${DOCKER_IMG_NAME}:${BRANCH_NAME}"
if docker pull --quiet "${DOCKER_CACHE_REPO}/${DOCKER_IMG_NAME}:${BRANCH_NAME}"
then
CACHE_FROM_CMD="--cache-from ${DOCKER_CACHE_REPO}/${DOCKER_IMG_NAME}:${BRANCH_NAME}"
else
# If the build cache is empty of the particular branch or pull request,
# use the build cache associated with the master branch
echo "docker pull ${DOCKER_CACHE_REPO}/${DOCKER_IMG_NAME}:master"
docker pull "${DOCKER_CACHE_REPO}/${DOCKER_IMG_NAME}:master" || true
echo "docker pull --quiet ${DOCKER_CACHE_REPO}/${DOCKER_IMG_NAME}:master"
docker pull --quiet "${DOCKER_CACHE_REPO}/${DOCKER_IMG_NAME}:master" || true
CACHE_FROM_CMD="--cache-from ${DOCKER_CACHE_REPO}/${DOCKER_IMG_NAME}:master"
fi
else
@ -188,11 +188,11 @@ then
echo "docker tag ${DOCKER_IMG_NAME} ${DOCKER_CACHE_REPO}/${DOCKER_IMG_NAME}:${BRANCH_NAME}"
docker tag "${DOCKER_IMG_NAME}" "${DOCKER_CACHE_REPO}/${DOCKER_IMG_NAME}:${BRANCH_NAME}"
echo "python3 -m awscli ecr create-repository --repository-name ${DOCKER_IMG_NAME} --region ${DOCKER_CACHE_ECR_REGION} || true"
python3 -m awscli ecr create-repository --repository-name ${DOCKER_IMG_NAME} --region ${DOCKER_CACHE_ECR_REGION} || true
echo "aws ecr create-repository --repository-name ${DOCKER_IMG_NAME} --region ${DOCKER_CACHE_ECR_REGION} || true"
aws ecr create-repository --repository-name ${DOCKER_IMG_NAME} --region ${DOCKER_CACHE_ECR_REGION} || true
echo "docker push ${DOCKER_CACHE_REPO}/${DOCKER_IMG_NAME}:${BRANCH_NAME}"
docker push "${DOCKER_CACHE_REPO}/${DOCKER_IMG_NAME}:${BRANCH_NAME}"
echo "docker push --quiet ${DOCKER_CACHE_REPO}/${DOCKER_IMG_NAME}:${BRANCH_NAME}"
docker push --quiet "${DOCKER_CACHE_REPO}/${DOCKER_IMG_NAME}:${BRANCH_NAME}"
if [[ $? != "0" ]]; then
echo "ERROR: could not update Docker cache ${DOCKER_CACHE_REPO}/${DOCKER_IMG_NAME}:${BRANCH_NAME}"
exit 1

1
tests/ci_build/insert_vcomp140.py
View File

@ -14,5 +14,6 @@ for wheel_path in sorted(glob.glob(sys.argv[1])):
assert m, f'wheel_path = {wheel_path}'
version = m.group(1)
print(f"Inserting vcomp140.dll into {wheel_path}...")
with zipfile.ZipFile(wheel_path, 'a') as f:
f.write(vcomp140_path, 'xgboost-{}.data/data/xgboost/vcomp140.dll'.format(version))