Changes needed to process raw data calibrated by the EvB #5028

Workflow file for this run

	name: CI

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

	env:
	NUMBA_NUM_THREADS: 1
	MPLBACKEND: Agg
	PYTEST_ADDOPTS: --color=yes

	jobs:
	pyflakes:
	runs-on: ubuntu-latest
	steps:
	- uses: actions/checkout@v4

	- name: Set up Python ${{ matrix.python-version }}
	uses: actions/setup-python@v5
	with:
	python-version: 3.11

	- name: pyflakes
	run: \|
	pip install pyflakes
	pyflakes lstchain

	tests:
	needs: pyflakes
	runs-on: ubuntu-latest

	defaults:
	run:
	shell: bash -leo pipefail {0}

	# Note about scikit-learn versions (09/07/2025):
	# - scikit-learn 1.2 is required to load previous models - see https://github.com/cta-observatory/cta-lstchain/issues/1366
	# - it requires python 3.11
	# - at the moment we test that this version can still be installed but this should be removed in the future, when new models are available
	strategy:
	matrix:
	include:
	- python-version: "3.11"
	ctapipe-version: "v0.25.1"
	- python-version: "3.12"
	ctapipe-version: "v0.25.1"
	- python-version: "3.13"
	ctapipe-version: "v0.25.1"
	- python-version: "3.11"
	ctapipe-version: "v0.25.1"
	sklearn-version: "1.2"
	name: "scikit-learn 1.2"

	steps:
	- uses: actions/checkout@v4
	with:
	fetch-depth: 0

	- name: Prepare mamba installation
	env:
	PYTHON_VERSION: ${{ matrix.python-version }}
	SKLEARN_VERSION: ${{ matrix.sklearn-version }}
	run: \|
	ENV_FILE="environment.yml"
	if [ -n "$SKLEARN_VERSION" ]; then
	echo "Running with scikit-learn $SKLEARN_VERSION"
	NEW_ENV_FILE="environment-sklearn-$SKLEARN_VERSION.yml"
	cp environment.yml "$NEW_ENV_FILE"
	sed -i -e "s/scikit-learn>=1.2/scikit-learn=$SKLEARN_VERSION/g" "$NEW_ENV_FILE"
	ENV_FILE="$NEW_ENV_FILE"
	fi

	# setup correct python version
	sed -i -e "s/- python=.*/- python=$PYTHON_VERSION/g" "$ENV_FILE"
	echo "environment-file=$ENV_FILE" >> $GITHUB_ENV

	- name: Mamba setup
	uses: mamba-org/setup-micromamba@v2
	with:
	environment-file: ${{ env.environment-file }}
	cache-downloads: true

	- name: Install dependencies
	env:
	PYTHON_VERSION: ${{ matrix.python-version }}
	CTAPIPE_VERSION: ${{ matrix.ctapipe-version }}

	run: \|
	python --version
	echo "Installing additional pip packages"

	echo "pip install -e ."
	pip install -e .

	pip install pytest-cov 'coverage!=6.3.0' pytest-xdist
	# we install ctapipe using pip to be able to select any commit, e.g. the current master
	pip install "git+https://github.com/cta-observatory/ctapipe@$CTAPIPE_VERSION"

	which pip
	pip freeze

	- name: Download test data
	env:
	TEST_DATA_USER: ${{ secrets.test_data_user }}
	TEST_DATA_PASSWORD: ${{ secrets.test_data_password }}
	run: \|
	if [ -z "$TEST_DATA_USER" ]; then
	echo "This repository needs private test data that is not available in CI runs on forks."
	echo "Please re-open this PR from a branch pushed directly to the repository"
	echo "If you do not have access, please ask a maintainer"
	exit 1
	fi
	./download_test_data.sh

	- name: Tests
	run: \|
	pytest -n auto --dist loadscope --cov --cov-report=xml -m 'private_data or not private_data' lstchain

	- uses: codecov/codecov-action@v4
	with:
	fail_ci_if_error: true
	token: ${{ secrets.CODECOV_TOKEN }}


	docs:
	needs: pyflakes
	runs-on: ubuntu-latest
	steps:
	- uses: actions/checkout@v4
	with:
	fetch-depth: 0

	- name: Set up Python
	uses: actions/setup-python@v5
	with:
	python-version: "3.10"

	- name: Install doc dependencies
	run: \|
	sudo apt update --yes && sudo apt install --yes git build-essential pandoc graphviz
	pip install -U pip setuptools wheel
	pip install -e .[docs]
	git describe --tags
	python -c 'import lstchain; print(lstchain.__version__)'
	- name: Build docs
	run: cd docs && make html SPHINXOPTS="-W --keep-going -n --color -j auto"

	- name: Deploy to gihub pages
	# only run on push to main
	if: ${{ github.event_name == 'push' && github.ref == 'refs/heads/main' }}
	uses: JamesIves/github-pages-deploy-action@v4
	with:
	GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
	BRANCH: gh-pages
	FOLDER: docs/_build/html
	CLEAN: true
	SINGLE_COMMIT: true

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Changes needed to process raw data calibrated by the EvB #5028

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Changes needed to process raw data calibrated by the EvB #5028

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