;lkj #951

Workflow file for this run

	# for github runner images, see: https://github.com/actions/runner-images?tab=readme-ov-file#available-images

	name: interpret-CI

	on:
	push:
	pull_request:
	workflow_dispatch:
	inputs:
	commit_id:
	description: 'Commit ID (optional)'
	required: false
	schedule:
	- cron: "0 12 * * *"

	jobs:
	bld:
	strategy:
	matrix:
	include:
	- name: linux_release_64
	image: ubuntu-20.04
	options: "-release_64"
	asm: "-asm"
	- name: linux_debug_64
	image: ubuntu-20.04
	options: "-debug_64"
	asm: ""
	- name: mac_release_64
	image: macos-13 # macos-13 is an intel based mac
	options: "-release_64"
	asm: "-asm"
	- name: mac_debug_64
	image: macos-13 # macos-13 is an intel based mac
	options: "-debug_64"
	asm: ""
	- name: mac_release_arm
	image: macos-14 # macos-14 is an ARM based mac
	options: "-release_arm"
	asm: "-asm"
	- name: mac_debug_arm
	image: macos-14 # macos-14 is an ARM based mac
	options: "-debug_arm"
	asm: ""
	- name: win_release_64
	image: windows-2022
	options: "-release_64"
	asm: ""
	- name: win_debug_64
	image: windows-2022
	options: "-debug_64"
	asm: ""
	runs-on: ${{ matrix.image }}
	steps:
	- name: Check out repo
	uses: actions/checkout@v4
	with:
	ref: ${{ github.event_name == 'workflow_dispatch' && inputs.commit_id \|\| github.sha }}
	- name: Build on Windows
	if: startsWith(matrix.image, 'windows')
	run: \|
	$env:PATH += ';C:\Program Files\Microsoft Visual Studio\2022\Enterprise\MSBuild\Current\Bin'
	$env:CudaToolkitDir = 'C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v11.2'
	python -c "from urllib.request import urlretrieve; urlretrieve('https://developer.download.nvidia.com/compute/cuda/11.2.2/network_installers/cuda_11.2.2_win10_network.exe', 'cuda_11.2.2_win10_network.exe')"
	./cuda_11.2.2_win10_network.exe -s nvcc_11.2 visual_studio_integration_11.2 cudart_11.2
	if ($LASTEXITCODE -ne 0) {
	Write-Error "cuda_11.2.2_win10_network.exe FAILED"
	exit 201
	}
	./build.bat ${{ matrix.options }} ${{ matrix.asm }}
	- name: Build on Linux
	if: startsWith(matrix.image, 'ubuntu')
	run: \|
	sudo apt --yes update
	sudo apt --yes install nvidia-cuda-toolkit
	/bin/sh ./build.sh ${{ matrix.options }} ${{ matrix.asm }}
	- name: Build on macOS
	if: startsWith(matrix.image, 'macos')
	run: \|
	/bin/sh ./build.sh ${{ matrix.options }} ${{ matrix.asm }}
	- name: Publish shared library
	uses: actions/upload-artifact@v4
	with:
	name: libebm_${{ matrix.name }}
	path: bld/lib
	- name: Publish assembly
	if: ${{ matrix.asm != '' }}
	uses: actions/upload-artifact@v4
	with:
	name: asm_${{ matrix.name }}
	path: bld/asm/

	vis:
	runs-on: ubuntu-20.04
	steps:
	- name: Check out repo
	uses: actions/checkout@v4
	with:
	ref: ${{ github.event_name == 'workflow_dispatch' && inputs.commit_id \|\| github.sha }}
	- uses: actions/setup-node@v4
	with:
	node-version: '18.x'
	- name: Build vis
	run: \|
	cd shared/vis
	npm install
	npm run build-prod
	- name: Publish interpret-inline.js library
	uses: actions/upload-artifact@v4
	with:
	name: vis
	path: shared/vis/dist

	npm:
	needs: [bdist] # bdist is not needed but slow this step down
	runs-on: ubuntu-20.04
	steps:
	- name: Check out repo
	uses: actions/checkout@v4
	with:
	ref: ${{ github.event_name == 'workflow_dispatch' && inputs.commit_id \|\| github.sha }}
	- uses: actions/setup-node@v4
	with:
	node-version: '18.x'
	- name: Build npm package
	run: \|
	cd shared/vis
	npm install
	npm run build-prod
	npm pack
	mkdir pkg
	cp *.tgz pkg/
	- name: Publish npm package
	uses: actions/upload-artifact@v4
	with:
	name: npm
	path: shared/vis/pkg

	sdist:
	runs-on: ubuntu-20.04
	steps:
	- name: Check out repo
	uses: actions/checkout@v4
	with:
	ref: ${{ github.event_name == 'workflow_dispatch' && inputs.commit_id \|\| github.sha }}
	- name: Set up Python
	uses: actions/setup-python@v5
	with:
	python-version: "3.9"
	- name: Build sdist package
	run: \|
	python -m pip install --upgrade pip setuptools wheel
	cd python/interpret-core
	python setup.py sdist -d ../../bld/sdist
	cd ../interpret
	python setup.py sdist -d ../../bld/sdist
	- name: Publish sdist package
	uses: actions/upload-artifact@v4
	with:
	name: sdist
	path: bld/sdist

	bdist:
	runs-on: ubuntu-20.04
	needs: [bld, vis]
	steps:
	- name: Check out repo
	uses: actions/checkout@v4
	with:
	ref: ${{ github.event_name == 'workflow_dispatch' && inputs.commit_id \|\| github.sha }}
	- name: Set up Python
	uses: actions/setup-python@v5
	with:
	python-version: "3.9"
	- name: Download libebm artifacts
	uses: actions/download-artifact@v4
	with:
	pattern: libebm_*
	merge-multiple: true
	path: python/interpret-core/interpret/root/bld/lib/
	- name: Download vis artifact
	uses: actions/download-artifact@v4
	with:
	name: vis
	path: python/interpret-core/interpret/root/bld/lib/
	- name: Build bdist package
	run: \|
	python -m pip install --upgrade pip setuptools wheel
	cd python/interpret-core
	python setup.py bdist_wheel -d ../../bld/bdist
	cd ../interpret
	python setup.py bdist_wheel -d ../../bld/bdist
	- name: Publish bdist package
	uses: actions/upload-artifact@v4
	with:
	name: bdist
	path: bld/bdist

	powerlift:
	needs: [bdist] # bdist is not needed but slow this step down
	runs-on: ubuntu-20.04
	steps:
	- name: Check out repo
	uses: actions/checkout@v4
	with:
	ref: ${{ github.event_name == 'workflow_dispatch' && inputs.commit_id \|\| github.sha }}
	- name: Set up Python
	uses: actions/setup-python@v5
	with:
	python-version: "3.9"
	- name: Build powerlift package
	run: \|
	python -m pip install --upgrade pip setuptools wheel
	cd python/powerlift
	python setup.py bdist_wheel -d ../../bld/powerlift
	- name: Publish powerlift package
	uses: actions/upload-artifact@v4
	with:
	name: powerlift
	path: bld/powerlift

	test_powerlift:
	needs: [powerlift]
	strategy:
	matrix:
	include:
	- name: linux_312_python
	python_ver: "3.12"
	image: ubuntu-latest
	# - name: mac_312_python
	# python_ver: "3.12"
	# image: macos-latest
	- name: win_312_python
	python_ver: "3.12"
	image: windows-latest
	runs-on: ${{ matrix.image }}
	steps:
	- name: Check out repo
	uses: actions/checkout@v4
	with:
	ref: ${{ github.event_name == 'workflow_dispatch' && inputs.commit_id \|\| github.sha }}
	- name: Set up Python
	uses: actions/setup-python@v5
	with:
	python-version: ${{ matrix.python_ver }}
	- name: Download powerlift artifact
	uses: actions/download-artifact@v4
	with:
	name: powerlift
	path: bld/powerlift
	- name: pytest (non-win)
	if: ${{ !startsWith(matrix.image, 'windows') }}
	run: \|
	python -m pip install --upgrade pip setuptools wheel
	install_file=$(echo bld/powerlift/powerlift-*.whl)
	install_file=$(basename "$install_file" .whl)
	python -m pip install "bld/powerlift/$install_file.whl[datasets,docker,postgres,mssql,aci,testing]"
	mkdir -p "tmp/zqmr/t"
	cp -R "python/powerlift/tests/" "tmp/zqmr/t/"
	cd "tmp/zqmr/t"
	python -m pytest -vv -n auto --cov=powerlift --cov-report=xml
	- name: pytest (win)
	if: ${{ startsWith(matrix.image, 'windows') }}
	run: \|
	python -m pip install --upgrade pip setuptools wheel
	$install_file = Get-ChildItem -Path "bld/powerlift" -Filter "powerlift-*.whl"
	$install_file = $install_file.Name -replace '\.whl$', ''
	$env:PATH += ';C:\Program Files\Microsoft Visual Studio\2022\Enterprise\MSBuild\Current\Bin'
	python -m pip install "bld/powerlift/$install_file.whl[datasets,docker,postgres,mssql,aci,testing]"
	New-Item -Path "tmp/zqmr/t" -ItemType Directory -Force
	xcopy /E "python\powerlift\tests\*" "tmp\zqmr\t\"
	cd "tmp/zqmr/t"
	$env:PATH += ";$env:GeckoWebDriver"
	python -m pytest -vv -n auto --cov=powerlift --cov-report=xml

	testS:
	needs: [sdist]
	strategy:
	matrix:
	include:
	- name: linux_39_python
	python_ver: "3.9"
	image: ubuntu-latest
	- name: linux_310_python
	python_ver: "3.10"
	image: ubuntu-latest
	- name: linux_311_python
	python_ver: "3.11"
	image: ubuntu-latest
	- name: linux_312_python
	python_ver: "3.12"
	image: ubuntu-latest
	- name: mac_39_python
	python_ver: "3.9"
	image: macos-latest
	- name: mac_310_python
	python_ver: "3.10"
	image: macos-latest
	- name: mac_311_python
	python_ver: "3.11"
	image: macos-latest
	- name: mac_312_python
	python_ver: "3.12"
	image: macos-latest
	- name: win_39_python
	python_ver: "3.9"
	image: windows-latest
	- name: win_310_python
	python_ver: "3.10"
	image: windows-latest
	- name: win_311_python
	python_ver: "3.11"
	image: windows-latest
	- name: win_312_python
	python_ver: "3.12"
	image: windows-latest
	runs-on: ${{ matrix.image }}
	steps:
	- name: Check out repo
	uses: actions/checkout@v4
	with:
	ref: ${{ github.event_name == 'workflow_dispatch' && inputs.commit_id \|\| github.sha }}
	- name: Set up Python
	uses: actions/setup-python@v5
	with:
	python-version: ${{ matrix.python_ver }}
	- name: Download sdist artifact
	uses: actions/download-artifact@v4
	with:
	name: sdist
	path: bld/sdist
	- name: pytest (non-win)
	continue-on-error: true
	if: ${{ !startsWith(matrix.image, 'windows') }}
	run: \|
	python -m pip install --upgrade pip setuptools wheel
	install_file=$(echo bld/sdist/interpret_core-*.tar.gz)
	install_file=$(basename "$install_file" .tar.gz)
	python -m pip install "bld/sdist/$install_file.tar.gz[debug,notebook,plotly,lime,sensitivity,shap,linear,treeinterpreter,aplr,dash,skoperules,testing]"
	mkdir -p "tmp/zqmr/t"
	tar -xzvf "bld/sdist/$install_file.tar.gz" -C "tmp/zqmr/t" "$install_file/tests"
	cd "tmp/zqmr/t"
	python -m pytest -vv -n auto --cov=interpret --cov-report=xml
	- name: pytest (win)
	continue-on-error: true
	if: ${{ startsWith(matrix.image, 'windows') }}
	run: \|
	python -m pip install --upgrade pip setuptools wheel
	$install_file = Get-ChildItem -Path "bld/sdist" -Filter "interpret_core-*.tar.gz"
	$install_file = $install_file.Name -replace '\.tar\.gz$', ''
	$env:PATH += ';C:\Program Files\Microsoft Visual Studio\2022\Enterprise\MSBuild\Current\Bin'
	python -m pip install "bld/sdist/$install_file.tar.gz[debug,notebook,plotly,lime,sensitivity,shap,linear,treeinterpreter,aplr,dash,skoperules,testing]"
	New-Item -Path "tmp/zqmr/t" -ItemType Directory -Force
	tar -xzvf "bld/sdist/$install_file.tar.gz" -C "tmp/zqmr/t" "$install_file/tests"
	cd "tmp/zqmr/t"
	$env:PATH += ";$env:GeckoWebDriver"
	python -m pytest -vv -n auto --cov=interpret --cov-report=xml
	- name: Code coverage report
	continue-on-error: true
	if: always()
	uses: codecov/codecov-action@v4
	with:
	files: tmp/zqmr/t/coverage.xml
	flags: sdist_${{ matrix.name }}
	name: codecov_sdist_${{ matrix.name }}
	token: ${{ secrets.CODECOV_TOKEN }}

	testB:
	needs: [bdist]
	strategy:
	matrix:
	include:
	- name: linux_39_python
	python_ver: "3.9"
	image: ubuntu-latest
	- name: linux_310_python
	python_ver: "3.10"
	image: ubuntu-latest
	- name: linux_311_python
	python_ver: "3.11"
	image: ubuntu-latest
	- name: linux_312_python
	python_ver: "3.12"
	image: ubuntu-latest
	- name: mac_39_python
	python_ver: "3.9"
	image: macos-latest
	- name: mac_310_python
	python_ver: "3.10"
	image: macos-latest
	- name: mac_311_python
	python_ver: "3.11"
	image: macos-latest
	- name: mac_312_python
	python_ver: "3.12"
	image: macos-latest
	- name: win_39_python
	python_ver: "3.9"
	image: windows-latest
	- name: win_310_python
	python_ver: "3.10"
	image: windows-latest
	- name: win_311_python
	python_ver: "3.11"
	image: windows-latest
	- name: win_312_python
	python_ver: "3.12"
	image: windows-latest
	runs-on: ${{ matrix.image }}
	steps:
	- name: Check out repo
	uses: actions/checkout@v4
	with:
	ref: ${{ github.event_name == 'workflow_dispatch' && inputs.commit_id \|\| github.sha }}
	- name: Set up Python
	uses: actions/setup-python@v5
	with:
	python-version: ${{ matrix.python_ver }}
	- name: Download bdist artifact
	uses: actions/download-artifact@v4
	with:
	name: bdist
	path: bld/bdist
	- name: pytest (non-win)
	continue-on-error: true
	if: ${{ !startsWith(matrix.image, 'windows') }}
	run: \|
	python -m pip install --upgrade pip setuptools wheel
	install_file=$(echo bld/bdist/interpret_core-*.whl)
	install_file=$(basename "$install_file" .whl)
	python -m pip install "bld/bdist/$install_file.whl[debug,notebook,plotly,lime,sensitivity,shap,linear,treeinterpreter,aplr,dash,skoperules,testing]"
	mkdir -p "tmp/zqmr/t"
	cp -R "python/interpret-core/tests/" "tmp/zqmr/t/"
	cd "tmp/zqmr/t"
	python -m pytest -vv -n auto --cov=interpret --cov-report=xml
	- name: pytest (win)
	continue-on-error: true
	if: ${{ startsWith(matrix.image, 'windows') }}
	run: \|
	python -m pip install --upgrade pip setuptools wheel
	$install_file = Get-ChildItem -Path "bld/bdist" -Filter "interpret_core-*.whl"
	$install_file = $install_file.Name -replace '\.whl$', ''
	$env:PATH += ';C:\Program Files\Microsoft Visual Studio\2022\Enterprise\MSBuild\Current\Bin'
	python -m pip install "bld/bdist/$install_file.whl[debug,notebook,plotly,lime,sensitivity,shap,linear,treeinterpreter,aplr,dash,skoperules,testing]"
	New-Item -Path "tmp/zqmr/t" -ItemType Directory -Force
	xcopy /E "python\interpret-core\tests\*" "tmp\zqmr\t\"
	cd "tmp/zqmr/t"
	$env:PATH += ";$env:GeckoWebDriver"
	python -m pytest -vv -n auto --cov=interpret --cov-report=xml
	- name: Code coverage report
	continue-on-error: true
	if: always()
	uses: codecov/codecov-action@v4
	with:
	files: tmp/zqmr/t/coverage.xml
	flags: bdist_${{ matrix.name }}
	name: codecov_bdist_${{ matrix.name }}
	token: ${{ secrets.CODECOV_TOKEN }}

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;lkj #951

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;lkj #951

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