ci: check notebooks #2

	name: Check notebooks

	on:
	push:
	branches:
	- main
	tags: '*'
	pull_request:

	concurrency:
	group: ${{ github.workflow }}-${{ github.ref }}
	cancel-in-progress: ${{ startsWith(github.ref, 'refs/pull/') }}

	jobs:
	test:
	name: Julia ${{ matrix.version }} - ${{ matrix.os }} - ${{ matrix.arch }} - ${{ github.event_name }}
	runs-on: ${{ matrix.os }}
	strategy:
	fail-fast: false
	matrix:
	version: ['lts', '1']
	os: [ubuntu-latest, macos-latest]
	arch: [x64, arm64]
	exclude:
	- os: ubuntu-latest
	arch: arm64
	- os: macos-latest
	arch: x64

	steps:
	- uses: actions/checkout@v4

	- uses: actions/setup-python@v5
	with:
	python-version: '3.11'

	- name: Update pip
	run: python -m pip install -U pip

	- name: Install Python dependencies
	run: python -m pip install -U -r requirements.txt

	- uses: julia-actions/setup-julia@v2
	with:
	version: ${{ matrix.version }}
	arch: ${{ matrix.arch }}

	- uses: julia-actions/cache@v2

	- uses: julia-actions/julia-buildpkg@v1
	env:
	PYTHON: python

	# Install Papermill for executing notebooks
	- name: Install Papermill
	run: python -m pip install papermill

	# Run all Jupyter notebooks using the wildcard, capture errors
	- name: Run Jupyter Notebooks
	run: \|
	EXIT_CODE=0
	for notebook in $(find notebooks -name "*.ipynb"); do
	echo "Running notebook: $notebook"
	papermill "$notebook" /dev/null \|\| EXIT_CODE=$?
	done
	exit $EXIT_CODE

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