modified examples #487

	name: Tests

	on:
	pull_request:

	push:
	branches:
	- main

	jobs:
	test:
	name: Run tests

	runs-on: ${{ matrix.os }}

	strategy:
	fail-fast: false

	matrix:
	os: [ubuntu-20.04]
	python-version: ["3.8", "3.9", "3.10", "3.11"]
	backend: [numpy, jax]

	env:
	OMPI_MCA_rmaps_base_oversubscribe: "1"
	OMPI_MCA_mpi_yield_when_idle: "1"
	ROGER_REQUIRE_CYTHON_EXT: "0"

	steps:
	- uses: actions/checkout@v4

	# make sure tags are fetched so we can get a version
	- run: git fetch --prune --unshallow --tags

	- name: Set up Python ${{ matrix.python-version }} on ${{ matrix.os }}
	uses: actions/setup-python@v5
	with:
	python-version: ${{ matrix.python-version }}

	- name: Restore pip cache
	uses: actions/cache@v4
	id: pip-cache
	with:
	path: ~/.cache/pip
	key: ${{ matrix.os }}-pip-${{ matrix.python-version }}-${{ hashFiles('*/requirements.txt') }}
	restore-keys: \|
	${{ matrix.os }}-pip-

	- name: Setup Python environment
	run: \|
	python -m pip install --upgrade pip
	pip install wheel
	pip install cython

	- name: Install system requirements
	run: \|
	sudo apt-get update
	sudo apt-get install libopenmpi-dev

	- name: Install Roger
	run: \|
	pip install mpi4py
	if [ ${{ matrix.backend }} == "jax" ]
	then
	pip install mpi4jax
	pip install -e .[test,jax]
	else
	pip install -e .[test]
	fi

	- name: Run tests
	run: \|
	pytest . -v --cov --backend ${{ matrix.backend }}

	- name: Upload coverage reports to Codecov
	uses: codecov/codecov-action@v3

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