Update template

.github/workflows/tests.yml

@@ -0,0 +1,27 @@
+name: Tests
+on:
+  pull_request:
+    branches:
+      - '*'
+permissions:
+  contents: read
+  id-token: write
+concurrency:
+  cancel-in-progress: true
+  group: ${{ github.workflow }}-${{ github.ref }}
+jobs:
+  cookiecutter:
+    runs-on: ubuntu-latest
+    steps:
+    - name: Checkout
+      uses: actions/checkout@v4
+    - name: Install uv
+      uses: astral-sh/setup-uv@v5
+      with:
+        enable-cache: true
+    - name: Setup Python
+      uses: actions/setup-python@v5
+      with:
+        python-version-file: .python-version
+    - name: Test
+      run: uv run just test

.gitignore

@@ -0,0 +1,14 @@
+# https://git-scm.com/docs/gitignore
+
+# IDE
+/.idea/
+/.vscode/
+
+# Python
+.venv/
+*.py[cod]
+__pycache__/
+.mypy_cache/
+.ruff_cache/
+.pytest_cache/
+.ipynb_checkpoints/

.pre-commit-config.yaml

@@ -0,0 +1,15 @@
+# https://pre-commit.com
+# https://pre-commit.com/hooks.html
+
+default_language_version:
+  python: python3.13
+repos:
+  - repo: https://github.com/pre-commit/pre-commit-hooks
+    rev: 'v5.0.0'
+    hooks:
+      - id: check-added-large-files
+      - id: check-case-conflict
+      - id: check-merge-conflict
+      - id: end-of-file-fixer
+      - id: mixed-line-ending
+      - id: trailing-whitespace

.python-version

@@ -0,0 +1 @@
+3.13

README.md

@@ -23,11 +23,11 @@ You have the freedom to structure your `src/` and `tests/` directories according
 (This section was copied into the created project's README so tool info is available to users.)
 
 * **Streamlined Project Structure:** A well-defined directory layout for source code, tests, documentation, tasks, and Docker configurations.
-* **Poetry Integration:** Effortless dependency management and packaging with [Poetry](https://python-poetry.org/).
+Uv Integration: Effortless dependency management and packaging with [uv](https://docs.astral.sh/uv/).
 * **Automated Testing and Checks:** Pre-configured workflows using [Pytest](https://docs.pytest.org/), [Ruff](https://docs.astral.sh/ruff/), [Mypy](https://mypy.readthedocs.io/), [Bandit](https://bandit.readthedocs.io/), and [Coverage](https://coverage.readthedocs.io/) to ensure code quality, style, security, and type safety.
 * **Pre-commit Hooks:** Automatic code formatting and linting with [Ruff](https://docs.astral.sh/ruff/) and other pre-commit hooks to maintain consistency.
 * **Dockerized Deployment:** Dockerfile and docker-compose.yml for building and running the package within a containerized environment ([Docker](https://www.docker.com/)).
-* **Invoke Task Automation:** [PyInvoke](https://www.pyinvoke.org/) tasks to simplify development workflows such as cleaning, installing, formatting, checking, building, documenting and running the project.
+* **uv+just Task Automation:** [just](https://github.com/casey/just) commands to simplify development workflows such as cleaning, installing, formatting, checking, building, documenting and running the project.
 * **Comprehensive Documentation:** [pdoc](https://pdoc.dev/) generates API documentation, and Markdown files provide clear usage instructions.
 * **GitHub Workflow Integration:** Continuous integration and deployment workflows are set up using [GitHub Actions](https://github.com/features/actions), automating testing, checks, and publishing.
 
@@ -67,20 +67,23 @@ git init
 
 - `src/{{cookiecutter.package}}`: Your Python package source code.
 - `tests/`: Unit tests for your package.
-- `tasks/`: PyInvoke tasks for automation.
+- `tasks/`: `just` commands for automation.
 - `Dockerfile`: Configuration for building your Docker image.
 - `docker-compose.yml`: Orchestration file for running your project.
 
 4. **Start developing!**
 
-Use the provided Invoke tasks to manage your development workflow:
-
-- `invoke installs`: Install dependencies and pre-commit hooks.
-- `invoke formats`: Format your code.
-- `invoke checks`: Run code quality, type, security, and test checks.
-- `invoke docs`: Generate API documentation.
-- `invoke packages`: Build your Python package.
-- `invoke containers`: Build and run your Docker image.
+Use the provided `just` commands to manage your development workflow:
+
+- `uv run just check`: Run code quality, type, security, and test checks.
+- `uv run just clean`: Clean up generated files.
+- `uv run just commit`: Commit changes to your repository.
+- `uv run just doc`: Generate API documentation.
+- `uv run just docker`: Build and run your Docker image.
+- `uv run just format`: Format your code with Ruff.
+- `uv run just install`: Install dependencies, pre-commit hooks, and GitHub rulesets.
+- `uv run just package`: Build your Python package.
+- `uv run just project`: Run the project in the CLI.
 
 ## Example Usage
 

justfile

@@ -0,0 +1,33 @@
+# https://just.systems/man/en/
+
+# REQUIRES
+
+find := require("find")
+rm := require("rm")
+uv := require("uv")
+
+# DEFAULTS
+
+# display help information
+default:
+    @just --list
+
+# TASKS
+
+# clean the project
+clean:
+    rm -rf .venv/
+    rm -rf .mypy_cache/
+    rm -rf .pytest_cache/
+
+# install the project
+install:
+    uv sync --all-groups
+
+# setup the project hooks
+hooks:
+    uv run pre-commit install
+
+# run the project unit tests
+test:
+    uv run pytest tests/

pyproject.toml

@@ -1,45 +1,41 @@
-# https://python-poetry.org/docs/pyproject/
+# https://docs.astral.sh/uv/reference/settings/
+# https://packaging.python.org/en/latest/guides/writing-pyproject-toml/
 
-# PACKAGE
+# PROJECT
 
-[tool.poetry]
+[project]
 name = "cookiecutter-mlops-package"
-version = "1.0.0"
-description = "Build and deploy Python packages and Docker images for MLOps tasks."
-repository = "https://github.com/fmind/cookiecutter-mlops-package"
-authors = ["Médéric HURIER <github@fmind.dev>"]
+version = "4.1.0"
+description = "Build and deploy Python packages and Docker images for MLOps projects."
+authors = [{ name = "Médéric HURIER", email = "github@fmind.dev" }]
 readme = "README.md"
-license = "MIT"
-package-mode = false
+requires-python = ">=3.13"
+license = { file = "LICENSE.txt" }
 
 # DEPENDENCIES
 
-[tool.poetry.dependencies]
-python = "^3.12"
+[dependency-groups]
+dev = [
+    "commitizen>=4.1.0",
+    "pre-commit>=4.0.1",
+    "pytest-cookies>=0.7.0",
+    "pytest-shell-utilities>=1.9.7",
+    "pytest>=8.3.4",
+    "rust-just>=1.39.0",
+]
 
-[tool.poetry.group.dev.dependencies]
-commitizen = "^3.28.0"
-invoke = "^2.2.0"
-pre-commit = "^3.7.1"
-pytest = "^8.3.2"
-pytest-cookies = "^0.7.0"
-pytest-shell-utilities = "^1.9.0"
+# TOOLS
 
-# CONFIGURATIONS
+[tool.uv]
+package = false
 
 [tool.commitizen]
 name = "cz_conventional_commits"
 tag_format = "v$version"
 version_scheme = "pep440"
-version_provider = "poetry"
+version_provider = "pep621"
 update_changelog_on_bump = true
 
 [tool.pytest.ini_options]
 log_cli = true
 log_cli_level = "INFO"
-
-# SYSTEMS
-
-[build-system]
-requires = ["poetry-core"]
-build-backend = "poetry.core.masonry.api"

tests/test_cookiecutter.py

@@ -9,14 +9,14 @@
 
 COMMANDS = [
     "git init",
-    "invoke cleans.reset",
-    "invoke installs",
-    "invoke formats",
-    "invoke checks",
-    "invoke docs",
-    "invoke projects",
-    "invoke packages",
-    "invoke containers",
+    "uv run just clean",
+    "uv run just install",
+    "uv run just format",
+    "uv run just check",
+    "uv run just doc",
+    "uv run just project",
+    "uv run just package",
+    "uv run just docker",
 ]
 
 # %% TESTS
@@ -25,14 +25,13 @@
 def test_project_generation(cookies: Cookies) -> None:
     """Test the generation of the project."""
     # given
-    context  = {
-        "user": "test",
+    context = {
+        "user": "tester",
         "name": "MLOps 123",
-        "license": "apache-2",
+        "license": "Apache-2.0",  # Note: needs to be a "valid SPDX identifier"
         "version": "1.0.0",
-        "description": "DONE",
-        "python_version": "3.12",
-        "mlflow_version": "2.14.3",
+        "description": "A test project.",
+        "python_version": "3.13",
     }
     repository = context['name'].lower().replace(' ', '-')
     package = repository.replace('-', '_')
@@ -47,13 +46,12 @@ def test_project_generation(cookies: Cookies) -> None:
     assert result.context == {
         "user": context['user'],
         "name": context['name'],
-        "repository": repository,
         "package": package,
+        "repository": repository,
         "license": context['license'],
         "version": context['version'],
         "description": context['description'],
         "python_version": context['python_version'],
-        "mlflow_version": context['mlflow_version'],
     }
     # - commands
     shell = Subprocess(cwd=result.project_path)