chore(llm): multi-stage building in Dockerfile #1025

	name: "Pylint"

	on:
	push:
	branches:
	- 'main'
	- 'master'
	- 'release-*'
	pull_request:

	jobs:
	build:
	runs-on: ubuntu-latest
	strategy:
	matrix:
	python-version: ["3.10", "3.11"]

	steps:
	- uses: actions/checkout@v4

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

	- name: Install uv
	run: \|
	curl -LsSf https://astral.sh/uv/install.sh \| sh
	echo "$HOME/.cargo/bin" >> $GITHUB_PATH

	- name: Cache dependencies
	id: cache-deps
	uses: actions/cache@v4
	with:
	path: \|
	.venv
	~/.cache/uv
	~/.cache/pip
	key: ${{ runner.os }}-venv-${{ matrix.python-version }}-${{ hashFiles('/requirements.txt', '/pyproject.toml') }}
	restore-keys: \|
	${{ runner.os }}-venv-${{ matrix.python-version }}-
	${{ runner.os }}-venv-

	- name: Install dependencies
	if: steps.cache-deps.outputs.cache-hit != 'true'
	run: \|
	uv venv
	source .venv/bin/activate
	uv pip install pylint pytest
	# TODO: use pyproject.toml later (unify all projects)
	uv pip install -r ./hugegraph-llm/requirements.txt
	uv pip install -r ./hugegraph-ml/requirements.txt
	uv pip install -r ./hugegraph-python-client/requirements.txt

	- name: Check DGL version
	run: \|
	source .venv/bin/activate
	python -c "import dgl; print(dgl.__version__)"

	- name: Analysing the code with pylint
	run: \|
	source .venv/bin/activate
	bash ./style/code_format_and_analysis.sh -p

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