mirror of
https://github.com/saymrwulf/onnxruntime.git
synced 2026-05-24 22:17:32 +00:00
c716b56f26
Switched the code to C++17. To build ONNX Runtime on old distros like CentOS 7, you need to install a newer GCC from additionary repos. If you build onnxruntime with the newer GCC, typically the result binary can't be distributed to other places because it depends on the new GCC's runtime libraries, something that the stock OS doesn't have. But on RHEL/CentOS, it can be better. We use Red Hat devtoolset 8/9/10 with CentOS7 building our code. The new library features(like std::filesystem) that not exists in the old C++ runtime will be statically linked into the applications with some restrictions: 1. GCC has dual ABI, but we can only use the old one. It means std::string is still copy-on-write and std::list::size() is still O(n). Also, if you build onnxruntime on CentOS 7 and link it with some binaries that were built on CentOS 8 or Ubuntu with the new ABI and export C++ symbols directly(instead of using a C API), the it won't work. 2. We still can't use std::optional. It is a limitation coming from macOS. We will solve it when we got macOS 11 build machines. It won't be too long. 3. Please avoid to use C++17 in CUDA files(*.cu). Also, the *.h files that they include(like core/framework/float16.h). This is Because CUDA 10.2 doesn't support C++17. You are welcome to use the new features in any *.cc files.
500 lines
No EOL
19 KiB
YAML
500 lines
No EOL
19 KiB
YAML
parameters:
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- name: RunOnnxRuntimeTests
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displayName: Run Tests?
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type: boolean
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default: true
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- name: DoCompliance
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displayName: Run Compliance Tasks?
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type: boolean
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default: true
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- name: PublishingNuget
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displayName: Publishing Nuget Packages and report binary size to mysql
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type: boolean
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default: true
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- name: DoEsrp
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displayName: Run code sign tasks? Must be true if you are doing an Onnx Runtime release.
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type: boolean
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default: false
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- name: IsReleaseBuild
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displayName: Is a release build? Set it to true if you are doing an Onnx Runtime release.
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type: boolean
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default: false
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- name: AdditionalBuildFlags
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displayName: Additional build flags for build.py
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type: string
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default: ''
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- name: AdditionalWinBuildFlags
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displayName: Additional build flags that just for Windows Builds
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type: string
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default: ''
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- name: OrtNugetPackageId
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displayName: Package name for nuget
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type: string
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default: 'Microsoft.ML.OnnxRuntime'
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- name: BuildVariant
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type: string
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default: 'openmp'
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jobs:
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- job: Linux_C_API_Packaging_CPU_x64
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workspace:
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clean: all
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timeoutInMinutes: 60
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pool: 'Linux-CPU'
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steps:
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- template: set-version-number-variables-step.yml
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- template: get-docker-image-steps.yml
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parameters:
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Dockerfile: tools/ci_build/github/linux/docker/Dockerfile.manylinux2014_cpu
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Context: tools/ci_build/github/linux/docker
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DockerBuildArgs: "--build-arg BUILD_UID=$( id -u )"
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Repository: onnxruntimecpubuild
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- task: CmdLine@2
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inputs:
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script: |
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mkdir -p $HOME/.onnx
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docker run --rm -e CFLAGS="-Wp,-D_FORTIFY_SOURCE=2 -Wp,-D_GLIBCXX_ASSERTIONS -fstack-protector-strong -fstack-clash-protection -fcf-protection -O3 -Wl,--strip-all" -e CXXFLAGS="-Wp,-D_FORTIFY_SOURCE=2 -Wp,-D_GLIBCXX_ASSERTIONS -fstack-protector-strong -fstack-clash-protection -fcf-protection -O3 -Wl,--strip-all" --volume /data/onnx:/data/onnx:ro --volume $(Build.SourcesDirectory):/onnxruntime_src --volume $(Build.BinariesDirectory):/build \
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--volume $HOME/.onnx:/home/onnxruntimedev/.onnx -e NIGHTLY_BUILD onnxruntimecpubuild /bin/bash -c "/opt/python/cp37-cp37m/bin/python3 \
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/onnxruntime_src/tools/ci_build/build.py --build_dir /build --config Release \
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--skip_submodule_sync --parallel --build_shared_lib ${{ parameters.AdditionalBuildFlags }} && cd /build/Release && make install DESTDIR=/build/linux-x64"
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workingDirectory: $(Build.SourcesDirectory)
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- script: |
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set -e -x
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mkdir $(Build.ArtifactStagingDirectory)/testdata
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cp $(Build.BinariesDirectory)/Release/libcustom_op_library.so* $(Build.ArtifactStagingDirectory)/testdata
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ls -al $(Build.ArtifactStagingDirectory)
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displayName: 'Create Artifacts'
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- task: PublishPipelineArtifact@0
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displayName: 'Publish Pipeline Artifact'
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inputs:
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artifactName: 'drop-linux'
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targetPath: '$(Build.ArtifactStagingDirectory)'
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- template: c-api-artifacts-package-and-publish-steps-posix.yml
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parameters:
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buildConfig: 'Release'
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artifactName: 'onnxruntime-linux-x64-$(OnnxRuntimeVersion)'
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artifactNameNoVersionString: 'onnxruntime-linux-x64'
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libraryName: 'libonnxruntime.so.$(OnnxRuntimeVersion)'
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commitId: $(OnnxRuntimeGitCommitHash)
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- template: component-governance-component-detection-steps.yml
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parameters :
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condition : 'succeeded'
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- task: mspremier.PostBuildCleanup.PostBuildCleanup-task.PostBuildCleanup@3
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displayName: 'Clean Agent Directories'
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condition: always()
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- job: MacOS_C_API_Packaging_CPU_x64
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workspace:
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clean: all
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pool:
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vmImage: 'macOS-10.15'
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timeoutInMinutes: 120
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variables:
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MACOSX_DEPLOYMENT_TARGET: '10.13'
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steps:
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- template: set-version-number-variables-step.yml
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- script: |
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set -e
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pushd .
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cd $(Build.SourcesDirectory)/cmake/external/protobuf
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cmake ./cmake -DCMAKE_INSTALL_PREFIX=$(Build.BinariesDirectory)/protobuf -DCMAKE_POSITION_INDEPENDENT_CODE=ON -Dprotobuf_BUILD_TESTS=OFF -DCMAKE_BUILD_TYPE=Relwithdebinfo
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make -j$(getconf _NPROCESSORS_ONLN)
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make install
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popd
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export PATH=$(Build.BinariesDirectory)/protobuf/bin:$PATH
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export ONNX_ML=1
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export CMAKE_ARGS="-DONNX_GEN_PB_TYPE_STUBS=OFF -DONNX_WERROR=OFF"
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sudo python3 -m pip install -r '$(Build.SourcesDirectory)/tools/ci_build/github/linux/docker/scripts/requirements.txt'
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sudo xcode-select --switch /Applications/Xcode_12.4.app/Contents/Developer
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python3 $(Build.SourcesDirectory)/tools/ci_build/build.py ${{ parameters.AdditionalBuildFlags }} --build_dir $(Build.BinariesDirectory) --skip_submodule_sync --parallel --build_shared_lib --config Release
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displayName: 'Build and Test MacOS'
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- template: c-api-artifacts-package-and-publish-steps-posix.yml
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parameters:
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buildConfig: 'Release'
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artifactName: 'onnxruntime-osx-x64-$(OnnxRuntimeVersion)'
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artifactNameNoVersionString: 'onnxruntime-osx-x64'
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libraryName: 'libonnxruntime.$(OnnxRuntimeVersion).dylib'
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commitId: $(OnnxRuntimeGitCommitHash)
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- script: |
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set -e -x
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mkdir $(Build.ArtifactStagingDirectory)/testdata
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cp $(Build.BinariesDirectory)/Release/libcustom_op_library.dylib $(Build.ArtifactStagingDirectory)/testdata
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displayName: 'Create Artifacts'
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- task: PublishPipelineArtifact@0
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displayName: 'Publish Pipeline Artifact'
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inputs:
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artifactName: 'drop-osx'
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targetPath: '$(Build.ArtifactStagingDirectory)'
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- template: component-governance-component-detection-steps.yml
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parameters :
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condition : 'succeeded'
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- task: mspremier.PostBuildCleanup.PostBuildCleanup-task.PostBuildCleanup@3
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displayName: 'Clean Agent Directories'
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condition: always()
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- template: win-ci.yml
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parameters:
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IsReleaseBuild: ${{ parameters.IsReleaseBuild }}
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DoCompliance: ${{ parameters.DoCompliance }}
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DoEsrp: ${{ parameters.DoEsrp }}
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OrtNugetPackageId: ${{ parameters.OrtNugetPackageId }}
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job_name_suffix: x86_openmp
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EnvSetupScript: setup_env_x86.bat
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buildArch: x86
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msbuildPlatform: Win32
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packageName: x86
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buildparameter: --x86 ${{ parameters.AdditionalBuildFlags }} ${{ parameters.AdditionalWinBuildFlags}}
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runTests: ${{ parameters.RunOnnxRuntimeTests }}
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buildJava: false
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- template: win-ci.yml
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parameters:
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IsReleaseBuild: ${{ parameters.IsReleaseBuild }}
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DoCompliance: ${{ parameters.DoCompliance }}
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DoEsrp: ${{ parameters.DoEsrp }}
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OrtNugetPackageId: ${{ parameters.OrtNugetPackageId }}
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job_name_suffix: arm_openmp
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EnvSetupScript: setup_env.bat
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buildArch: x64
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msbuildPlatform: arm
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packageName: arm
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buildparameter: --arm ${{ parameters.AdditionalBuildFlags }} ${{ parameters.AdditionalWinBuildFlags}}
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runTests: false
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buildJava: false
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- template: win-ci.yml
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parameters:
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IsReleaseBuild: ${{ parameters.IsReleaseBuild }}
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DoCompliance: ${{ parameters.DoCompliance }}
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DoEsrp: ${{ parameters.DoEsrp }}
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OrtNugetPackageId: ${{ parameters.OrtNugetPackageId }}
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job_name_suffix: arm64_openmp
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EnvSetupScript: setup_env.bat
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buildArch: x64
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msbuildPlatform: arm64
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packageName: arm64
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buildparameter: --arm64 ${{ parameters.AdditionalBuildFlags }} ${{ parameters.AdditionalWinBuildFlags}}
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runTests: false
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buildJava: false
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- template: win-ci.yml
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parameters:
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IsReleaseBuild: ${{ parameters.IsReleaseBuild }}
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DoCompliance: ${{ parameters.DoCompliance }}
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DoEsrp: ${{ parameters.DoEsrp }}
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OrtNugetPackageId: ${{ parameters.OrtNugetPackageId }}
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job_name_suffix: x64_openmp
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EnvSetupScript: setup_env.bat
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buildArch: x64
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msbuildPlatform: x64
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packageName: x64
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buildparameter: ${{ parameters.AdditionalBuildFlags }} ${{ parameters.AdditionalWinBuildFlags}}
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runTests: ${{ parameters.RunOnnxRuntimeTests }}
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buildJava: false
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- job: NuGet_Packaging
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workspace:
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clean: all
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pool: 'Win-CPU-2021'
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variables:
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OrtPackageId: ${{ parameters.OrtNugetPackageId }}
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breakCodesignValidationInjection: ${{ parameters.DoEsrp }}
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dependsOn:
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- Linux_C_API_Packaging_CPU_x64
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- MacOS_C_API_Packaging_CPU_x64
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- Windows_Packaging_CPU_x86_openmp
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- Windows_Packaging_CPU_x64_openmp
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- Windows_Packaging_CPU_arm_openmp
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- Windows_Packaging_CPU_arm64_openmp
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condition: succeeded()
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steps:
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- checkout: self
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submodules: true
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- task: DownloadPipelineArtifact@0
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displayName: 'Download Pipeline Artifact - NuGet'
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inputs:
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artifactName: 'onnxruntime-win-x64'
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targetPath: '$(Build.BinariesDirectory)/nuget-artifact'
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- task: DownloadPipelineArtifact@0
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displayName: 'Download Pipeline Artifact - NuGet'
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inputs:
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artifactName: 'onnxruntime-win-x86'
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targetPath: '$(Build.BinariesDirectory)/nuget-artifact'
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- task: DownloadPipelineArtifact@0
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displayName: 'Download Pipeline Artifact - NuGet'
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inputs:
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artifactName: 'onnxruntime-win-arm64'
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targetPath: '$(Build.BinariesDirectory)/nuget-artifact'
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- task: DownloadPipelineArtifact@0
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displayName: 'Download Pipeline Artifact - NuGet'
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inputs:
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artifactName: 'onnxruntime-win-arm'
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targetPath: '$(Build.BinariesDirectory)/nuget-artifact'
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- task: DownloadPipelineArtifact@0
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displayName: 'Download Pipeline Artifact - NuGet'
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inputs:
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artifactName: 'onnxruntime-osx-x64'
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targetPath: '$(Build.BinariesDirectory)/nuget-artifact'
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- task: DownloadPipelineArtifact@0
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displayName: 'Download Pipeline Artifact - NuGet'
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inputs:
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artifactName: 'onnxruntime-linux-x64'
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targetPath: '$(Build.BinariesDirectory)/nuget-artifact'
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- task: DownloadPipelineArtifact@0
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displayName: 'Download Pipeline Artifact - NuGet'
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inputs:
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artifactName: 'drop-extra'
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targetPath: '$(Build.BinariesDirectory)/extra-artifact'
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#Reconstruct the build dir
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- task: PowerShell@2
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displayName: 'PowerShell Script'
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inputs:
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targetType: filePath
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filePath: $(Build.SourcesDirectory)\tools\ci_build\github\windows\extract_nuget_files.ps1
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- script: |
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dir
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workingDirectory: '$(Build.BinariesDirectory)/nuget-artifact'
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displayName: 'List artifacts'
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- script: |
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mklink /D /J models C:\local\models
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workingDirectory: '$(Build.BinariesDirectory)'
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displayName: 'Create models link'
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- task: NuGetToolInstaller@0
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displayName: Use Nuget 5.7.0
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inputs:
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versionSpec: 5.7.0
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- task: DotNetCoreCLI@2
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displayName: 'Restore nuget packages'
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inputs:
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command: restore
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projects: '$(Build.SourcesDirectory)\csharp\OnnxRuntime.CSharp.sln'
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configuration: RelWithDebInfo
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arguments: '--configuration RelWithDebInfo -p:Platform="Any CPU" -p:OrtPackageId=$(OrtPackageId) -p:IsReleaseBuild=${{ parameters.IsReleaseBuild }}'
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workingDirectory: '$(Build.SourcesDirectory)\csharp'
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- task: DotNetCoreCLI@2
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displayName: 'Build C#'
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inputs:
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command: build
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projects: '$(Build.SourcesDirectory)\csharp\OnnxRuntime.CSharp.sln'
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configuration: RelWithDebInfo
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arguments: '--configuration RelWithDebInfo -p:Platform="Any CPU" -p:OnnxRuntimeBuildDirectory="$(Build.BinariesDirectory)" -p:OrtPackageId=$(OrtPackageId) -p:IsReleaseBuild=${{ parameters.IsReleaseBuild }}'
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workingDirectory: '$(Build.SourcesDirectory)\csharp'
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|
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- template: win-esrp-dll.yml
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parameters:
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FolderPath: '$(Build.SourcesDirectory)\csharp\src\Microsoft.ML.OnnxRuntime\bin\RelWithDebInfo'
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DisplayName: 'ESRP - Sign C# dlls'
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DoEsrp: ${{ parameters.DoEsrp }}
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- task: DotNetCoreCLI@2
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displayName: 'Build Nuget Packages'
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inputs:
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command: build
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projects: '$(Build.SourcesDirectory)\csharp\OnnxRuntime.CSharp.proj'
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configuration: RelWithDebInfo
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arguments: '--configuration RelWithDebInfo -t:CreatePackage -p:Platform="Any CPU" -p:OnnxRuntimeBuildDirectory="$(Build.BinariesDirectory)" -p:OrtPackageId=$(OrtPackageId) -p:IsReleaseBuild=${{ parameters.IsReleaseBuild }}'
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workingDirectory: '$(Build.SourcesDirectory)\csharp'
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- task: BatchScript@1
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displayName: 'Bundle Native NuGet and other binaries'
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inputs:
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filename: $(Build.SourcesDirectory)\tools\ci_build\github\windows\bundle_dlls.bat
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workingFolder: $(Build.BinariesDirectory)\RelWithDebInfo\RelWithDebInfo\nuget-artifacts
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- task: CopyFiles@2
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displayName: 'Copy nuget packages to: $(Build.ArtifactStagingDirectory)'
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inputs:
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SourceFolder: '$(Build.BinariesDirectory)\RelWithDebInfo\RelWithDebInfo\nuget-artifacts'
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Contents: '*.nupkg'
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TargetFolder: '$(Build.ArtifactStagingDirectory)'
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- task: CopyFiles@2
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displayName: 'Copy nuget packages to: $(Build.ArtifactStagingDirectory)'
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inputs:
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SourceFolder: '$(Build.SourcesDirectory)\csharp\src\Microsoft.ML.OnnxRuntime\bin\RelWithDebInfo'
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Contents: '*.nupkg'
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TargetFolder: '$(Build.ArtifactStagingDirectory)'
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- template: esrp_nuget.yml
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parameters:
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DisplayName: 'ESRP - sign NuGet package'
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FolderPath: '$(Build.ArtifactStagingDirectory)'
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DoEsrp: ${{ parameters.DoEsrp }}
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- template: validate-nuget.yml
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parameters:
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NugetPath: '$(Build.ArtifactStagingDirectory)'
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NugetPackage: 'Microsoft.ML.OnnxRuntime.*nupkg'
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PlatformsSupported: 'win-x64,win-x86,linux-x64,osx-x64'
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VerifyNugetSigning: false
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- task: PublishPipelineArtifact@0
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displayName: 'Publish Pipeline NuGet Artifact'
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inputs:
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artifactName: 'drop-signed-nuget'
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targetPath: '$(Build.ArtifactStagingDirectory)'
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- powershell: |
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$counter = 0
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Get-ChildItem -Path $(Build.ArtifactStagingDirectory)/*.nupkg | foreach {7z x -y -o$counter $_.fullname;$counter++}
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workingDirectory: '$(Build.ArtifactStagingDirectory)'
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displayName: 'Unzip files to sanitize the PE files'
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- task: DotNetCoreCLI@2
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displayName: 'Build C#'
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inputs:
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command: custom
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custom: clean
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projects: '$(Build.SourcesDirectory)\csharp\OnnxRuntime.CSharp.sln'
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configuration: RelWithDebInfo
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arguments: '--configuration RelWithDebInfo -p:Platform="Any CPU" -p:OnnxRuntimeBuildDirectory="$(Build.BinariesDirectory)" -p:OrtPackageId=$(OrtPackageId)'
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workingDirectory: '$(Build.SourcesDirectory)\csharp'
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- task: BinSkim@3
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displayName: 'Run BinSkim'
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- task: RoslynAnalyzers@2
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displayName: 'Run Roslyn Analyzers'
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inputs:
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userProvideBuildInfo: msBuildInfo
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msBuildArchitecture: DotNetCore
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msBuildCommandline: '"C:\Program Files\dotnet\dotnet.exe" build $(Build.SourcesDirectory)\csharp\OnnxRuntime.CSharp.sln --configuration RelWithDebInfo -p:Platform="Any CPU" -p:OnnxRuntimeBuildDirectory="$(Build.BinariesDirectory)" -p:OrtPackageId=$(OrtPackageId)'
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condition: and(succeeded(), eq('${{ parameters.DoCompliance }}', true))
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|
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- template: component-governance-component-detection-steps.yml
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parameters :
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condition : 'succeeded'
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|
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- task: mspremier.PostBuildCleanup.PostBuildCleanup-task.PostBuildCleanup@3
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displayName: 'Clean Agent Directories'
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condition: always()
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|
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- template: ../nuget/templates/test_all_os.yml
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- job: Publish_NuGet_Package_And_Report
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workspace:
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clean: all
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variables:
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- group: Dashboard_MySQL_Secret
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- name: GDN_CODESIGN_TARGETDIRECTORY
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value: '$(Build.BinariesDirectory)/nuget-artifact/final-package'
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pool: 'Win-CPU-2021'
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condition: and (succeeded(), and (${{ parameters.PublishingNuget }}, and (${{ parameters.DoEsrp }}, eq(variables['Build.SourceBranch'], 'refs/heads/master'))))
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dependsOn:
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- NuGet_Test_Win
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- NuGet_Test_Linux
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- NuGet_Test_MacOS
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steps:
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|
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- template: set-version-number-variables-step.yml
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|
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- template: ../nuget/templates/upload-binary-sizes-from-nuget-package.yml
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parameters:
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downloadPath: $(Build.BinariesDirectory)/nuget-artifact/final-package
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gitCommitHash: $(OnnxRuntimeGitCommitHashShort)
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buildVariant: ${{ parameters.BuildVariant }}
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|
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- template: ../nuget/templates/get-nuget-package-version-as-variable.yml
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parameters:
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packageFolder: '$(Build.BinariesDirectory)/nuget-artifact/final-package'
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|
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- task: PowerShell@2
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displayName: 'Get Current Date'
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inputs:
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targetType: 'inline'
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script: |
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$date = $(Get-Date -Format "yyyy-MM-dd")
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Write-Host "##vso[task.setvariable variable=CurrentDate]$date"
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- task: AzureFileCopy@3
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|
displayName: 'Copy Signed Native NuGet Package to Blob Store'
|
|
condition: ne(variables['IsReleaseBuild'], 'true') # release build has a different package naming scheme
|
|
inputs:
|
|
sourcePath: '$(Build.BinariesDirectory)/nuget-artifact/final-package/${{ parameters.OrtNugetPackageId }}.$(NuGetPackageVersionNumber).nupkg'
|
|
azureSubscription: 'AIInfraBuildOnnxRuntimeOSS'
|
|
destination: azureBlob
|
|
storage: ortpackages
|
|
containerName: ortpackages
|
|
blobPrefix: '$(CurrentDate)/'
|
|
continueOnError: true
|
|
|
|
- task: AzureFileCopy@3
|
|
displayName: 'Copy Signed Managed NuGet Package to Blob Store'
|
|
condition: ne(variables['IsReleaseBuild'], 'true') # release build has a different package naming scheme
|
|
inputs:
|
|
sourcePath: '$(Build.BinariesDirectory)/nuget-artifact/final-package/Microsoft.ML.OnnxRuntime.Managed.$(NuGetPackageVersionNumber).nupkg'
|
|
azureSubscription: 'AIInfraBuildOnnxRuntimeOSS'
|
|
destination: azureBlob
|
|
storage: ortpackages
|
|
containerName: ortpackages
|
|
blobPrefix: '$(CurrentDate)/'
|
|
continueOnError: true
|
|
|
|
- task: DotNetCoreCLI@2
|
|
displayName: 'Copy Signed Native NuGet Package to Internal NuGet Feed'
|
|
condition: ne(variables['IsReleaseBuild'], 'true') # release build has a different package naming scheme
|
|
inputs:
|
|
command: 'push'
|
|
searchPatternPush: '$(Build.BinariesDirectory)/nuget-artifact/final-package/${{ parameters.OrtNugetPackageId }}.$(NuGetPackageVersionNumber).nupkg'
|
|
feedPublish: 'OnnxRuntime'
|
|
|
|
- task: DotNetCoreCLI@2
|
|
displayName: 'Copy Signed Managed NuGet Package to Internal NuGet Feed'
|
|
condition: ne(variables['IsReleaseBuild'], 'true') # release build has a different package naming scheme
|
|
inputs:
|
|
command: 'push'
|
|
searchPatternPush: '$(Build.BinariesDirectory)/nuget-artifact/final-package/Microsoft.ML.OnnxRuntime.Managed.$(NuGetPackageVersionNumber).nupkg'
|
|
feedPublish: 'OnnxRuntime'
|
|
|
|
- task: NuGetCommand@2
|
|
displayName: 'Copy Signed Native NuGet Package to ORT-NIGHTLY'
|
|
condition: ne(variables['IsReleaseBuild'], 'true') # release build has a different package naming scheme
|
|
inputs:
|
|
command: 'push'
|
|
packagesToPush: '$(Build.BinariesDirectory)/nuget-artifact/final-package/${{ parameters.OrtNugetPackageId }}.$(NuGetPackageVersionNumber).nupkg'
|
|
publishVstsFeed: '2692857e-05ef-43b4-ba9c-ccf1c22c437c/7982ae20-ed19-4a35-a362-a96ac99897b7'
|
|
|
|
- task: NuGetCommand@2
|
|
displayName: 'Copy Signed Managed NuGet Package to ORT-NIGHTLY'
|
|
condition: ne(variables['IsReleaseBuild'], 'true') # release build has a different package naming scheme
|
|
inputs:
|
|
command: 'push'
|
|
packagesToPush: '$(Build.BinariesDirectory)/nuget-artifact/final-package/Microsoft.ML.OnnxRuntime.Managed.$(NuGetPackageVersionNumber).nupkg'
|
|
publishVstsFeed: '2692857e-05ef-43b4-ba9c-ccf1c22c437c/7982ae20-ed19-4a35-a362-a96ac99897b7'
|
|
|
|
- template: component-governance-component-detection-steps.yml
|
|
parameters :
|
|
condition : 'succeeded'
|
|
- task: mspremier.PostBuildCleanup.PostBuildCleanup-task.PostBuildCleanup@3
|
|
displayName: 'Clean Agent Directories'
|
|
condition: always() |