438 lines
18 KiB
Groovy
438 lines
18 KiB
Groovy
#!/usr/bin/groovy
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// -*- mode: groovy -*-
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// Jenkins pipeline
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// See documents at https://jenkins.io/doc/book/pipeline/jenkinsfile/
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// Command to run command inside a docker container
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dockerRun = 'tests/ci_build/ci_build.sh'
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// Which CUDA version to use when building reference distribution wheel
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ref_cuda_ver = '10.0'
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import groovy.transform.Field
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@Field
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def commit_id // necessary to pass a variable from one stage to another
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pipeline {
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// Each stage specify its own agent
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agent none
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environment {
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DOCKER_CACHE_ECR_ID = '492475357299'
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DOCKER_CACHE_ECR_REGION = 'us-west-2'
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}
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// Setup common job properties
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options {
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ansiColor('xterm')
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timestamps()
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timeout(time: 240, unit: 'MINUTES')
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buildDiscarder(logRotator(numToKeepStr: '10'))
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preserveStashes()
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}
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// Build stages
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stages {
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stage('Jenkins Linux: Initialize') {
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agent { label 'job_initializer' }
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steps {
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script {
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def buildNumber = env.BUILD_NUMBER as int
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if (buildNumber > 1) milestone(buildNumber - 1)
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milestone(buildNumber)
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checkoutSrcs()
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commit_id = "${GIT_COMMIT}"
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}
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sh 'python3 tests/jenkins_get_approval.py'
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stash name: 'srcs'
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}
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}
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stage('Jenkins Linux: Build') {
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agent none
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steps {
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script {
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parallel ([
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'clang-tidy': { ClangTidy() },
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'build-cpu': { BuildCPU() },
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'build-cpu-arm64': { BuildCPUARM64() },
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'build-cpu-rabit-mock': { BuildCPUMock() },
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// Build reference, distribution-ready Python wheel with CUDA 10.0
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// using CentOS 6 image
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'build-gpu-cuda10.0': { BuildCUDA(cuda_version: '10.0') },
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// The build-gpu-* builds below use Ubuntu image
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'build-gpu-cuda10.1': { BuildCUDA(cuda_version: '10.1') },
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'build-gpu-cuda10.2': { BuildCUDA(cuda_version: '10.2', build_rmm: true) },
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'build-gpu-cuda11.0': { BuildCUDA(cuda_version: '11.0') },
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'build-jvm-packages-gpu-cuda10.0': { BuildJVMPackagesWithCUDA(spark_version: '3.0.0', cuda_version: '10.0') },
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'build-jvm-packages': { BuildJVMPackages(spark_version: '3.0.0') },
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'build-jvm-doc': { BuildJVMDoc() }
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])
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}
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}
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}
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stage('Jenkins Linux: Test') {
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agent none
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steps {
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script {
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parallel ([
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'test-python-cpu': { TestPythonCPU() },
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'test-python-cpu-arm64': { TestPythonCPUARM64() },
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// artifact_cuda_version doesn't apply to RMM tests; RMM tests will always match CUDA version between artifact and host env
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'test-python-gpu-cuda10.2': { TestPythonGPU(artifact_cuda_version: '10.0', host_cuda_version: '10.2', test_rmm: true) },
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'test-python-gpu-cuda11.0-cross': { TestPythonGPU(artifact_cuda_version: '10.0', host_cuda_version: '11.0') },
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'test-python-gpu-cuda11.0': { TestPythonGPU(artifact_cuda_version: '11.0', host_cuda_version: '11.0') },
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'test-python-mgpu-cuda10.2': { TestPythonGPU(artifact_cuda_version: '10.0', host_cuda_version: '10.2', multi_gpu: true, test_rmm: true) },
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'test-cpp-gpu-cuda10.2': { TestCppGPU(artifact_cuda_version: '10.2', host_cuda_version: '10.2', test_rmm: true) },
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'test-cpp-gpu-cuda11.0': { TestCppGPU(artifact_cuda_version: '11.0', host_cuda_version: '11.0') },
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'test-jvm-jdk8': { CrossTestJVMwithJDK(jdk_version: '8', spark_version: '3.0.0') },
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'test-jvm-jdk11': { CrossTestJVMwithJDK(jdk_version: '11') },
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'test-jvm-jdk12': { CrossTestJVMwithJDK(jdk_version: '12') }
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])
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}
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}
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}
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stage('Jenkins Linux: Deploy') {
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agent none
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steps {
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script {
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parallel ([
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'deploy-jvm-packages': { DeployJVMPackages(spark_version: '3.0.0') }
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])
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}
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}
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}
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}
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}
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// check out source code from git
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def checkoutSrcs() {
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retry(5) {
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try {
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timeout(time: 2, unit: 'MINUTES') {
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checkout scm
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sh 'git submodule update --init'
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}
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} catch (exc) {
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deleteDir()
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error "Failed to fetch source codes"
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}
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}
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}
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def GetCUDABuildContainerType(cuda_version) {
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return (cuda_version == ref_cuda_ver) ? 'gpu_build_centos6' : 'gpu_build'
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}
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def ClangTidy() {
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node('linux && cpu_build') {
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unstash name: 'srcs'
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echo "Running clang-tidy job..."
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def container_type = "clang_tidy"
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def docker_binary = "docker"
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def dockerArgs = "--build-arg CUDA_VERSION_ARG=10.1"
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sh """
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${dockerRun} ${container_type} ${docker_binary} ${dockerArgs} python3 tests/ci_build/tidy.py
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"""
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deleteDir()
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}
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}
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def BuildCPU() {
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node('linux && cpu') {
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unstash name: 'srcs'
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echo "Build CPU"
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def container_type = "cpu"
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def docker_binary = "docker"
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sh """
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${dockerRun} ${container_type} ${docker_binary} rm -fv dmlc-core/include/dmlc/build_config_default.h
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# This step is not necessary, but here we include it, to ensure that DMLC_CORE_USE_CMAKE flag is correctly propagated
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# We want to make sure that we use the configured header build/dmlc/build_config.h instead of include/dmlc/build_config_default.h.
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# See discussion at https://github.com/dmlc/xgboost/issues/5510
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${dockerRun} ${container_type} ${docker_binary} tests/ci_build/build_via_cmake.sh -DPLUGIN_LZ4=ON -DPLUGIN_DENSE_PARSER=ON
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${dockerRun} ${container_type} ${docker_binary} bash -c "cd build && ctest --extra-verbose"
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"""
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// Sanitizer test
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def docker_extra_params = "CI_DOCKER_EXTRA_PARAMS_INIT='-e ASAN_SYMBOLIZER_PATH=/usr/bin/llvm-symbolizer -e ASAN_OPTIONS=symbolize=1 -e UBSAN_OPTIONS=print_stacktrace=1:log_path=ubsan_error.log --cap-add SYS_PTRACE'"
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sh """
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${dockerRun} ${container_type} ${docker_binary} tests/ci_build/build_via_cmake.sh -DUSE_SANITIZER=ON -DENABLED_SANITIZERS="address;leak;undefined" \
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-DCMAKE_BUILD_TYPE=Debug -DSANITIZER_PATH=/usr/lib/x86_64-linux-gnu/
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${docker_extra_params} ${dockerRun} ${container_type} ${docker_binary} bash -c "cd build && ctest --exclude-regex AllTestsInDMLCUnitTests --extra-verbose"
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"""
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stash name: 'xgboost_cli', includes: 'xgboost'
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deleteDir()
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}
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}
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def BuildCPUARM64() {
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node('linux && arm64') {
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unstash name: 'srcs'
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echo "Build CPU ARM64"
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def container_type = "aarch64"
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def docker_binary = "docker"
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def wheel_tag = "manylinux2014_aarch64"
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sh """
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${dockerRun} ${container_type} ${docker_binary} tests/ci_build/build_via_cmake.sh --conda-env=aarch64_test -DOPEN_MP:BOOL=ON -DHIDE_CXX_SYMBOL=ON
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${dockerRun} ${container_type} ${docker_binary} bash -c "cd build && ctest --extra-verbose"
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${dockerRun} ${container_type} ${docker_binary} bash -c "cd python-package && rm -rf dist/* && python setup.py bdist_wheel --universal"
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${dockerRun} ${container_type} ${docker_binary} python tests/ci_build/rename_whl.py python-package/dist/*.whl ${commit_id} ${wheel_tag}
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${dockerRun} ${container_type} ${docker_binary} auditwheel repair --plat ${wheel_tag} python-package/dist/*.whl
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mv -v wheelhouse/*.whl python-package/dist/
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# Make sure that libgomp.so is vendored in the wheel
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${dockerRun} ${container_type} ${docker_binary} bash -c "unzip -l python-package/dist/*.whl | grep libgomp || exit -1"
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"""
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echo 'Stashing Python wheel...'
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stash name: "xgboost_whl_arm64_cpu", includes: 'python-package/dist/*.whl'
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if (env.BRANCH_NAME == 'master' || env.BRANCH_NAME.startsWith('release')) {
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echo 'Uploading Python wheel...'
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path = ("${BRANCH_NAME}" == 'master') ? '' : "${BRANCH_NAME}/"
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s3Upload bucket: 'xgboost-nightly-builds', path: path, acl: 'PublicRead', workingDir: 'python-package/dist', includePathPattern:'**/*.whl'
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}
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stash name: 'xgboost_cli_arm64', includes: 'xgboost'
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deleteDir()
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}
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}
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def BuildCPUMock() {
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node('linux && cpu') {
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unstash name: 'srcs'
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echo "Build CPU with rabit mock"
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def container_type = "cpu"
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def docker_binary = "docker"
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sh """
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${dockerRun} ${container_type} ${docker_binary} tests/ci_build/build_mock_cmake.sh
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"""
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echo 'Stashing rabit C++ test executable (xgboost)...'
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stash name: 'xgboost_rabit_tests', includes: 'xgboost'
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deleteDir()
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}
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}
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def BuildCUDA(args) {
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node('linux && cpu_build') {
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unstash name: 'srcs'
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echo "Build with CUDA ${args.cuda_version}"
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def container_type = GetCUDABuildContainerType(args.cuda_version)
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def docker_binary = "docker"
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def docker_args = "--build-arg CUDA_VERSION_ARG=${args.cuda_version}"
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def arch_flag = ""
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if (env.BRANCH_NAME != 'master' && !(env.BRANCH_NAME.startsWith('release'))) {
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arch_flag = "-DGPU_COMPUTE_VER=75"
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}
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def wheel_tag = "manylinux2010_x86_64"
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sh """
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${dockerRun} ${container_type} ${docker_binary} ${docker_args} tests/ci_build/build_via_cmake.sh -DUSE_CUDA=ON -DUSE_NCCL=ON -DOPEN_MP:BOOL=ON -DHIDE_CXX_SYMBOLS=ON ${arch_flag}
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${dockerRun} ${container_type} ${docker_binary} ${docker_args} bash -c "cd python-package && rm -rf dist/* && python setup.py bdist_wheel --universal"
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${dockerRun} ${container_type} ${docker_binary} ${docker_args} python tests/ci_build/rename_whl.py python-package/dist/*.whl ${commit_id} ${wheel_tag}
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"""
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if (args.cuda_version == ref_cuda_ver) {
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sh """
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${dockerRun} auditwheel_x86_64 ${docker_binary} auditwheel repair --plat ${wheel_tag} python-package/dist/*.whl
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mv -v wheelhouse/*.whl python-package/dist/
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# Make sure that libgomp.so is vendored in the wheel
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${dockerRun} auditwheel_x86_64 ${docker_binary} bash -c "unzip -l python-package/dist/*.whl | grep libgomp || exit -1"
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"""
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}
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echo 'Stashing Python wheel...'
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stash name: "xgboost_whl_cuda${args.cuda_version}", includes: 'python-package/dist/*.whl'
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if (args.cuda_version == ref_cuda_ver && (env.BRANCH_NAME == 'master' || env.BRANCH_NAME.startsWith('release'))) {
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echo 'Uploading Python wheel...'
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path = ("${BRANCH_NAME}" == 'master') ? '' : "${BRANCH_NAME}/"
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s3Upload bucket: 'xgboost-nightly-builds', path: path, acl: 'PublicRead', workingDir: 'python-package/dist', includePathPattern:'**/*.whl'
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}
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echo 'Stashing C++ test executable (testxgboost)...'
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stash name: "xgboost_cpp_tests_cuda${args.cuda_version}", includes: 'build/testxgboost'
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if (args.build_rmm) {
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echo "Build with CUDA ${args.cuda_version} and RMM"
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container_type = "rmm"
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docker_binary = "docker"
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docker_args = "--build-arg CUDA_VERSION_ARG=${args.cuda_version}"
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sh """
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rm -rf build/
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${dockerRun} ${container_type} ${docker_binary} ${docker_args} tests/ci_build/build_via_cmake.sh --conda-env=gpu_test -DUSE_CUDA=ON -DUSE_NCCL=ON -DPLUGIN_RMM=ON ${arch_flag}
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${dockerRun} ${container_type} ${docker_binary} ${docker_args} bash -c "cd python-package && rm -rf dist/* && python setup.py bdist_wheel --universal"
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${dockerRun} ${container_type} ${docker_binary} ${docker_args} python tests/ci_build/rename_whl.py python-package/dist/*.whl ${commit_id} manylinux2010_x86_64
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"""
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echo 'Stashing Python wheel...'
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stash name: "xgboost_whl_rmm_cuda${args.cuda_version}", includes: 'python-package/dist/*.whl'
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echo 'Stashing C++ test executable (testxgboost)...'
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stash name: "xgboost_cpp_tests_rmm_cuda${args.cuda_version}", includes: 'build/testxgboost'
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}
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deleteDir()
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}
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}
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def BuildJVMPackagesWithCUDA(args) {
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node('linux && mgpu') {
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unstash name: 'srcs'
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echo "Build XGBoost4J-Spark with Spark ${args.spark_version}, CUDA ${args.cuda_version}"
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def container_type = "jvm_gpu_build"
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def docker_binary = "nvidia-docker"
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def docker_args = "--build-arg CUDA_VERSION_ARG=${args.cuda_version}"
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def arch_flag = ""
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if (env.BRANCH_NAME != 'master' && !(env.BRANCH_NAME.startsWith('release'))) {
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arch_flag = "-DGPU_COMPUTE_VER=75"
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}
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// Use only 4 CPU cores
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def docker_extra_params = "CI_DOCKER_EXTRA_PARAMS_INIT='--cpuset-cpus 0-3'"
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sh """
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${docker_extra_params} ${dockerRun} ${container_type} ${docker_binary} ${docker_args} tests/ci_build/build_jvm_packages.sh ${args.spark_version} -Duse.cuda=ON $arch_flag
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"""
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echo "Stashing XGBoost4J JAR with CUDA ${args.cuda_version} ..."
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stash name: 'xgboost4j_jar_gpu', includes: "jvm-packages/xgboost4j-gpu/target/*.jar,jvm-packages/xgboost4j-spark-gpu/target/*.jar"
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deleteDir()
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}
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}
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def BuildJVMPackages(args) {
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node('linux && cpu') {
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unstash name: 'srcs'
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echo "Build XGBoost4J-Spark with Spark ${args.spark_version}"
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def container_type = "jvm"
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def docker_binary = "docker"
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// Use only 4 CPU cores
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def docker_extra_params = "CI_DOCKER_EXTRA_PARAMS_INIT='--cpuset-cpus 0-3'"
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sh """
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${docker_extra_params} ${dockerRun} ${container_type} ${docker_binary} tests/ci_build/build_jvm_packages.sh ${args.spark_version}
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"""
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echo 'Stashing XGBoost4J JAR...'
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stash name: 'xgboost4j_jar', includes: "jvm-packages/xgboost4j/target/*.jar,jvm-packages/xgboost4j-spark/target/*.jar,jvm-packages/xgboost4j-example/target/*.jar"
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deleteDir()
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}
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}
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def BuildJVMDoc() {
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node('linux && cpu') {
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unstash name: 'srcs'
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echo "Building JVM doc..."
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def container_type = "jvm"
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def docker_binary = "docker"
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sh """
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${dockerRun} ${container_type} ${docker_binary} tests/ci_build/build_jvm_doc.sh ${BRANCH_NAME}
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"""
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if (env.BRANCH_NAME == 'master' || env.BRANCH_NAME.startsWith('release')) {
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echo 'Uploading doc...'
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s3Upload file: "jvm-packages/${BRANCH_NAME}.tar.bz2", bucket: 'xgboost-docs', acl: 'PublicRead', path: "${BRANCH_NAME}.tar.bz2"
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}
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deleteDir()
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}
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}
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def TestPythonCPU() {
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node('linux && cpu') {
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unstash name: "xgboost_whl_cuda${ref_cuda_ver}"
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unstash name: 'srcs'
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unstash name: 'xgboost_cli'
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echo "Test Python CPU"
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def container_type = "cpu"
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def docker_binary = "docker"
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sh """
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${dockerRun} ${container_type} ${docker_binary} tests/ci_build/test_python.sh cpu
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"""
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deleteDir()
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}
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}
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def TestPythonCPUARM64() {
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node('linux && arm64') {
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unstash name: "xgboost_whl_arm64_cpu"
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unstash name: 'srcs'
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unstash name: 'xgboost_cli_arm64'
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echo "Test Python CPU ARM64"
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def container_type = "aarch64"
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def docker_binary = "docker"
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sh """
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${dockerRun} ${container_type} ${docker_binary} tests/ci_build/test_python.sh cpu-arm64
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"""
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deleteDir()
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}
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}
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def TestPythonGPU(args) {
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def nodeReq = (args.multi_gpu) ? 'linux && mgpu' : 'linux && gpu'
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def artifact_cuda_version = (args.artifact_cuda_version) ?: ref_cuda_ver
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node(nodeReq) {
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unstash name: "xgboost_whl_cuda${artifact_cuda_version}"
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unstash name: "xgboost_cpp_tests_cuda${artifact_cuda_version}"
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unstash name: 'srcs'
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echo "Test Python GPU: CUDA ${args.host_cuda_version}"
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def container_type = "gpu"
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def docker_binary = "nvidia-docker"
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def docker_args = "--build-arg CUDA_VERSION_ARG=${args.host_cuda_version}"
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def mgpu_indicator = (args.multi_gpu) ? 'mgpu' : 'gpu'
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// Allocate extra space in /dev/shm to enable NCCL
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def docker_extra_params = (args.multi_gpu) ? "CI_DOCKER_EXTRA_PARAMS_INIT='--shm-size=4g'" : ''
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sh "${docker_extra_params} ${dockerRun} ${container_type} ${docker_binary} ${docker_args} tests/ci_build/test_python.sh ${mgpu_indicator}"
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if (args.test_rmm) {
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sh "rm -rfv build/ python-package/dist/"
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unstash name: "xgboost_whl_rmm_cuda${args.host_cuda_version}"
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unstash name: "xgboost_cpp_tests_rmm_cuda${args.host_cuda_version}"
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sh "${docker_extra_params} ${dockerRun} ${container_type} ${docker_binary} ${docker_args} tests/ci_build/test_python.sh ${mgpu_indicator} --use-rmm-pool"
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}
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deleteDir()
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}
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}
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def TestCppGPU(args) {
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def nodeReq = 'linux && mgpu'
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def artifact_cuda_version = (args.artifact_cuda_version) ?: ref_cuda_ver
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node(nodeReq) {
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unstash name: "xgboost_cpp_tests_cuda${artifact_cuda_version}"
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unstash name: 'srcs'
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echo "Test C++, CUDA ${args.host_cuda_version}"
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def container_type = "gpu"
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def docker_binary = "nvidia-docker"
|
|
def docker_args = "--build-arg CUDA_VERSION_ARG=${args.host_cuda_version}"
|
|
sh "${dockerRun} ${container_type} ${docker_binary} ${docker_args} build/testxgboost"
|
|
if (args.test_rmm) {
|
|
sh "rm -rfv build/"
|
|
unstash name: "xgboost_cpp_tests_rmm_cuda${args.host_cuda_version}"
|
|
echo "Test C++, CUDA ${args.host_cuda_version} with RMM"
|
|
container_type = "rmm"
|
|
docker_binary = "nvidia-docker"
|
|
docker_args = "--build-arg CUDA_VERSION_ARG=${args.host_cuda_version}"
|
|
sh """
|
|
${dockerRun} ${container_type} ${docker_binary} ${docker_args} bash -c "source activate gpu_test && build/testxgboost --use-rmm-pool --gtest_filter=-*DeathTest.*"
|
|
"""
|
|
}
|
|
deleteDir()
|
|
}
|
|
}
|
|
|
|
def CrossTestJVMwithJDK(args) {
|
|
node('linux && cpu') {
|
|
unstash name: 'xgboost4j_jar'
|
|
unstash name: 'srcs'
|
|
if (args.spark_version != null) {
|
|
echo "Test XGBoost4J on a machine with JDK ${args.jdk_version}, Spark ${args.spark_version}"
|
|
} else {
|
|
echo "Test XGBoost4J on a machine with JDK ${args.jdk_version}"
|
|
}
|
|
def container_type = "jvm_cross"
|
|
def docker_binary = "docker"
|
|
def spark_arg = (args.spark_version != null) ? "--build-arg SPARK_VERSION=${args.spark_version}" : ""
|
|
def docker_args = "--build-arg JDK_VERSION=${args.jdk_version} ${spark_arg}"
|
|
// Run integration tests only when spark_version is given
|
|
def docker_extra_params = (args.spark_version != null) ? "CI_DOCKER_EXTRA_PARAMS_INIT='-e RUN_INTEGRATION_TEST=1'" : ""
|
|
sh """
|
|
${docker_extra_params} ${dockerRun} ${container_type} ${docker_binary} ${docker_args} tests/ci_build/test_jvm_cross.sh
|
|
"""
|
|
deleteDir()
|
|
}
|
|
}
|
|
|
|
def DeployJVMPackages(args) {
|
|
node('linux && cpu') {
|
|
unstash name: 'srcs'
|
|
if (env.BRANCH_NAME == 'master' || env.BRANCH_NAME.startsWith('release')) {
|
|
echo 'Deploying to xgboost-maven-repo S3 repo...'
|
|
sh """
|
|
${dockerRun} jvm_gpu_build docker --build-arg CUDA_VERSION_ARG=10.0 tests/ci_build/deploy_jvm_packages.sh ${args.spark_version}
|
|
"""
|
|
}
|
|
deleteDir()
|
|
}
|
|
}
|