function Check-Output { param( [bool]$success ) if (!$success) { $host.SetShouldExit(-1) Exit -1 } } # unify environment variable for Azure DevOps and AppVeyor if (Test-Path env:APPVEYOR) { $env:APPVEYOR = "true" } if ($env:TASK -eq "r-package") { & $env:BUILD_SOURCESDIRECTORY\.ci\test_r_package_windows.ps1 ; Check-Output $? Exit 0 } if ($env:TASK -eq "cpp-tests") { mkdir $env:BUILD_SOURCESDIRECTORY/build; cd $env:BUILD_SOURCESDIRECTORY/build cmake -DBUILD_CPP_TEST=ON -DUSE_OPENMP=OFF -DUSE_DEBUG=ON -A x64 .. cmake --build . --target testlightgbm --config Debug ; Check-Output $? cd ../Debug .\testlightgbm.exe ; Check-Output $? Exit 0 } if ($env:TASK -eq "swig") { $env:JAVA_HOME = $env:JAVA_HOME_8_X64 # there is pre-installed Eclipse Temurin 8 somewhere $ProgressPreference = "SilentlyContinue" # progress bar bug extremely slows down download speed Invoke-WebRequest -Uri "https://github.com/microsoft/LightGBM/releases/download/v2.0.12/swigwin-4.0.2.zip" -OutFile $env:BUILD_SOURCESDIRECTORY/swig/swigwin.zip -UserAgent "NativeHost" Add-Type -AssemblyName System.IO.Compression.FileSystem [System.IO.Compression.ZipFile]::ExtractToDirectory("$env:BUILD_SOURCESDIRECTORY/swig/swigwin.zip", "$env:BUILD_SOURCESDIRECTORY/swig") $env:PATH = "$env:BUILD_SOURCESDIRECTORY/swig/swigwin-4.0.2;" + $env:PATH mkdir $env:BUILD_SOURCESDIRECTORY/build; cd $env:BUILD_SOURCESDIRECTORY/build cmake -A x64 -DUSE_SWIG=ON .. ; cmake --build . --target ALL_BUILD --config Release ; Check-Output $? if ($env:AZURE -eq "true") { cp $env:BUILD_SOURCESDIRECTORY/build/lightgbmlib.jar $env:BUILD_ARTIFACTSTAGINGDIRECTORY/lightgbmlib_win.jar ; Check-Output $? } Exit 0 } # setup for Python conda init powershell conda activate conda config --set always_yes yes --set changeps1 no # ref: # * https://stackoverflow.com/a/62897729/3986677 # * https://github.com/microsoft/LightGBM/issues/5899 conda install brotlipy conda update -q -y conda conda create -q -y -n $env:CONDA_ENV ` cloudpickle ` joblib ` matplotlib ` numpy ` pandas ` psutil ` pytest ` "python=$env:PYTHON_VERSION[build=*cpython]" ` python-graphviz ` scikit-learn ` scipy ; Check-Output $? if ($env:TASK -ne "bdist") { conda activate $env:CONDA_ENV } if ($env:TASK -eq "regular") { mkdir $env:BUILD_SOURCESDIRECTORY/build; cd $env:BUILD_SOURCESDIRECTORY/build cmake -A x64 .. ; cmake --build . --target ALL_BUILD --config Release ; Check-Output $? cd $env:BUILD_SOURCESDIRECTORY sh $env:BUILD_SOURCESDIRECTORY/build-python.sh install --precompile ; Check-Output $? cp $env:BUILD_SOURCESDIRECTORY/Release/lib_lightgbm.dll $env:BUILD_ARTIFACTSTAGINGDIRECTORY cp $env:BUILD_SOURCESDIRECTORY/Release/lightgbm.exe $env:BUILD_ARTIFACTSTAGINGDIRECTORY } elseif ($env:TASK -eq "sdist") { cd $env:BUILD_SOURCESDIRECTORY sh $env:BUILD_SOURCESDIRECTORY/build-python.sh sdist ; Check-Output $? sh $env:BUILD_SOURCESDIRECTORY/.ci/check_python_dists.sh $env:BUILD_SOURCESDIRECTORY/dist ; Check-Output $? cd dist; pip install @(Get-ChildItem *.gz) -v ; Check-Output $? } elseif ($env:TASK -eq "bdist") { # Import the Chocolatey profile module so that the RefreshEnv command # invoked below properly updates the current PowerShell session environment. $module = "$env:ChocolateyInstall\helpers\chocolateyProfile.psm1" Import-Module "$module" ; Check-Output $? RefreshEnv Write-Output "Current OpenCL drivers:" Get-ItemProperty -Path Registry::HKEY_LOCAL_MACHINE\SOFTWARE\Khronos\OpenCL\Vendors conda activate $env:CONDA_ENV cd $env:BUILD_SOURCESDIRECTORY sh "build-python.sh" bdist_wheel --integrated-opencl ; Check-Output $? sh $env:BUILD_SOURCESDIRECTORY/.ci/check_python_dists.sh $env:BUILD_SOURCESDIRECTORY/dist ; Check-Output $? cd dist; pip install --user @(Get-ChildItem *py3-none-win_amd64.whl) ; Check-Output $? cp @(Get-ChildItem *py3-none-win_amd64.whl) $env:BUILD_ARTIFACTSTAGINGDIRECTORY } elseif (($env:APPVEYOR -eq "true") -and ($env:TASK -eq "python")) { cd $env:BUILD_SOURCESDIRECTORY if ($env:COMPILER -eq "MINGW") { sh $env:BUILD_SOURCESDIRECTORY/build-python.sh install --user --mingw ; Check-Output $? } else { sh $env:BUILD_SOURCESDIRECTORY/build-python.sh install --user; Check-Output $? } } if (($env:TASK -eq "sdist") -or (($env:APPVEYOR -eq "true") -and ($env:TASK -eq "python"))) { # cannot test C API with "sdist" task $tests = $env:BUILD_SOURCESDIRECTORY + "/tests/python_package_test" } else { $tests = $env:BUILD_SOURCESDIRECTORY + "/tests" } if ($env:TASK -eq "bdist") { # Make sure we can do both CPU and GPU; see tests/python_package_test/test_dual.py $env:LIGHTGBM_TEST_DUAL_CPU_GPU = "1" } pytest $tests ; Check-Output $? if (($env:TASK -eq "regular") -or (($env:APPVEYOR -eq "true") -and ($env:TASK -eq "python"))) { cd $env:BUILD_SOURCESDIRECTORY/examples/python-guide @("import matplotlib", "matplotlib.use('Agg')") + (Get-Content "plot_example.py") | Set-Content "plot_example.py" (Get-Content "plot_example.py").replace('graph.render(view=True)', 'graph.render(view=False)') | Set-Content "plot_example.py" # prevent interactive window mode conda install -q -y -n $env:CONDA_ENV "h5py>3.0" ipywidgets notebook foreach ($file in @(Get-ChildItem *.py)) { @("import sys, warnings", "warnings.showwarning = lambda message, category, filename, lineno, file=None, line=None: sys.stdout.write(warnings.formatwarning(message, category, filename, lineno, line))") + (Get-Content $file) | Set-Content $file python $file ; Check-Output $? } # run all examples cd $env:BUILD_SOURCESDIRECTORY/examples/python-guide/notebooks (Get-Content "interactive_plot_example.ipynb").replace('INTERACTIVE = False', 'assert False, \"Interactive mode disabled\"') | Set-Content "interactive_plot_example.ipynb" jupyter nbconvert --ExecutePreprocessor.timeout=180 --to notebook --execute --inplace *.ipynb ; Check-Output $? # run all notebooks }