onnxruntime/tools/ci_build/github/azure-pipelines/templates/py-win-gpu.yml

parameters:

- name: MACHINE_POOL
  type: string

- name: EP_NAME
  type: string

- name: PYTHON_VERSION
  type: string

- name: EP_BUILD_FLAGS
  type: string

- name: ENV_SETUP_SCRIPT
  type: string
  default: ''

- name: BUILD_PY_PARAMETERS
  displayName: >
    Extra parameters to pass to build.py. Don't put newlines in here.    
  type: string
  default: ''
- name: CudaVersion
  type: string
  default: '11.8'
  values:
    - 11.8
    - 12.2
jobs:
- job: Win_py_${{ parameters.EP_NAME }}_Wheels_${{ replace(parameters.PYTHON_VERSION,'.','_') }}
  timeoutInMinutes: 240
  workspace:
    clean: all
  pool:
    name: ${{ parameters.MACHINE_POOL }}
#    demands:
#      - ImageVersionOverride -equals 1.0.367516
  variables:
    GRADLE_OPTS: '-Dorg.gradle.daemon=false'
    VSGenerator: 'Visual Studio 17 2022'
    CUDA_MODULE_LOADING: 'LAZY'
  steps:
      - checkout: self
        clean: true
        submodules: recursive

      - template: telemetry-steps.yml

      - task: UsePythonVersion@0
        inputs:
          versionSpec: ${{ parameters.PYTHON_VERSION }}
          addToPath: true
          architecture: 'x64'

      - task: onebranch.pipeline.tsaoptions@1
        displayName: 'OneBranch TSAOptions'
        inputs:
          tsaConfigFilePath: '$(Build.SourcesDirectory)\.config\tsaoptions.json'
          appendSourceBranchName: false

      - task: PythonScript@0
        inputs:
          scriptSource: inline
          script: |
            import sys
            np_version = 'numpy==1.21.6' if sys.version_info < (3, 11) else 'numpy==1.24.2'
            import subprocess
            subprocess.call(['pip', 'install', '-q', 'setuptools', 'wheel', np_version])            
          workingDirectory: '$(Build.BinariesDirectory)'
          displayName: 'Install python modules'

      - template: download-deps.yml

      - ${{ if ne(parameters.ENV_SETUP_SCRIPT, '') }}:
        - template: jobs/set-winenv.yml
          parameters:
            EnvSetupScript: ${{ parameters.ENV_SETUP_SCRIPT }}
            ${{ if or(contains(parameters.EP_BUILD_FLAGS, 'use_cuda'), contains(parameters.EP_BUILD_FLAGS, 'use_tensorrt')) }}:
              DownloadCUDA: true

      - ${{ if eq(parameters.ENV_SETUP_SCRIPT, '') }}:
        - template: jobs/download_win_gpu_library.yml
          parameters:
            CudaVersion: ${{ parameters.CudaVersion }}
            ${{ if or(contains(parameters.EP_BUILD_FLAGS, 'use_cuda'), contains(parameters.EP_BUILD_FLAGS, 'use_tensorrt')) }}:
              DownloadCUDA: true
            ${{ if contains(parameters.EP_BUILD_FLAGS, 'use_tensorrt') }}:
              DownloadTRT: true

      - task: PythonScript@0
        displayName: 'Update deps.txt'
        inputs:
          scriptPath: $(Build.SourcesDirectory)/tools/ci_build/replace_urls_in_deps.py
          arguments: --new_dir $(Build.BinariesDirectory)/deps
          workingDirectory: $(Build.BinariesDirectory)

      - task: PowerShell@2
        displayName: 'Install ONNX'
        inputs:
          filePath: '$(Build.SourcesDirectory)/tools/ci_build/github/windows/install_third_party_deps.ps1'
          workingDirectory: '$(Build.BinariesDirectory)'
          arguments: -cpu_arch x64 -install_prefix $(Build.BinariesDirectory)\RelWithDebInfo\installed -build_config RelWithDebInfo

      - template: set-nightly-build-option-variable-step.yml


      - task: PythonScript@0
        displayName: 'Generate cmake config'
        inputs:
          scriptPath: '$(Build.SourcesDirectory)\tools\ci_build\build.py'
          arguments: >
            --config RelWithDebInfo
            --build_dir $(Build.BinariesDirectory)
            --skip_submodule_sync
            --cmake_generator "$(VSGenerator)"
            --enable_pybind
            --enable_onnx_tests
            --parallel --update
            $(TelemetryOption) ${{ parameters.BUILD_PY_PARAMETERS }} ${{ parameters.EP_BUILD_FLAGS }}            
          workingDirectory: '$(Build.BinariesDirectory)'

      - task: VSBuild@1
        displayName: 'Build'
        inputs:
          solution: '$(Build.BinariesDirectory)\RelWithDebInfo\onnxruntime.sln'
          platform: x64
          configuration: RelWithDebInfo
          msbuildArchitecture: $(buildArch)
          maximumCpuCount: true
          logProjectEvents: true
          workingFolder: '$(Build.BinariesDirectory)\RelWithDebInfo'
          createLogFile: true

      # Esrp signing
      - template: win-esrp-dll.yml
        parameters:
          FolderPath: '$(Build.BinariesDirectory)\RelWithDebInfo\RelWithDebInfo\onnxruntime\capi'
          DisplayName: 'ESRP - Sign Native dlls'
          DoEsrp: true
          Pattern: '*.pyd,*.dll'

      - task: PythonScript@0
        displayName: 'Build wheel'
        inputs:
          scriptPath: '$(Build.SourcesDirectory)\setup.py'
          arguments: 'bdist_wheel ${{ parameters.BUILD_PY_PARAMETERS }} $(NightlyBuildOption) --wheel_name_suffix=${{ parameters.EP_NAME }}'
          workingDirectory: '$(Build.BinariesDirectory)\RelWithDebInfo\RelWithDebInfo'

      - task: CopyFiles@2
        displayName: 'Copy Python Wheel to: $(Build.ArtifactStagingDirectory)'
        inputs:
          SourceFolder: '$(Build.BinariesDirectory)\RelWithDebInfo\RelWithDebInfo\dist'
          Contents: '*.whl'
          TargetFolder: '$(Build.ArtifactStagingDirectory)'

      - task: PublishBuildArtifacts@1
        displayName: 'Publish Artifact: ONNXRuntime python wheel'
        inputs:
          ArtifactName: onnxruntime_${{ parameters.EP_NAME }}

      - script: |
          7z x *.whl          
        workingDirectory: '$(Build.ArtifactStagingDirectory)'
        displayName: 'unzip the package'

      - task: CredScan@3
        displayName: 'Run CredScan'
        inputs:
          debugMode: false
        continueOnError: true

      - task: BinSkim@4
        displayName: 'Run BinSkim'
        inputs:
          AnalyzeTargetGlob: '+:file|$(Build.ArtifactStagingDirectory)\**\*.dll;-:file|$(Build.ArtifactStagingDirectory)\**\DirectML.dll'

      - powershell: |
         python -m pip uninstall -y ort-nightly-gpu ort-nightly onnxruntime onnxruntime-gpu -qq
         Get-ChildItem -Path $(Build.ArtifactStagingDirectory)/*.whl | foreach {pip --disable-pip-version-check install --upgrade $_.fullname tabulate}
         Remove-Item -Recurse -Force onnxruntime
         python onnx_backend_test_series.py         
        workingDirectory: '$(Build.BinariesDirectory)\RelWithDebInfo\RelWithDebInfo'
        displayName: 'Run Python Tests'

      - task: TSAUpload@2
        displayName: 'TSA upload'
        condition: and (succeeded(), eq(variables['Build.SourceBranch'], 'refs/heads/main'))
        inputs:
          GdnPublishTsaOnboard: false
          GdnPublishTsaConfigFile: '$(Build.sourcesDirectory)\.gdn\.gdntsa' 

      - template: component-governance-component-detection-steps.yml
        parameters:
          condition: 'succeeded'