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Python monorepo tooling

Project description

una

Warning: this is pre-alpha and probably doesn't work at all. You'll probably just get frustrated if you even try to use it.

una is a tool to make Python monorepos with Hatch and/or Rye easier. It is a CLI tool and a Hatch plugin that does the following things:

  1. Enable builds of individual apps or projects within a monorepo.
  2. Ensure that internal and external dependencies are correctly specified.

una is inspired by python-polylith and is based on that codebase. But I find the Polylith architecture to be quite intimidating for many, so wanted to create a lighter touch alternative that doesn't require too much re-thinking. This project has very limited ambitions and doesn't try to do everything a proper build system such as Bazel or Pants does. It just tries to make a simple monorepo build just about possible.

una allows two directory structures or styles:

  • packages: this is the lightest-touch approach, that is just some extra build help on top of a Rye workspace.
  • modules: a more novel approach with just a single pyproject.toml, arguably better DevX and compatible with Rye or Hatch alone.

Within this context, we use the following words frequently:

  • lib: a module or package that will be imported but not run.
  • app: a module or package that will be run but never imported.
  • project: a package with no code but only dependencies (only used in the modules style)

Style: Packages

In this setup, we use Rye's built-in workspace support. The structure will look something like this:

.
├── pyproject.toml
├── requirements.lock
├── apps
│   └── server
│       ├── pyproject.toml
│       ├── your_ns
│          └── server
│              ├── __init__.py
│       └── tests
│           └── test_server.py
└── libs
    └── mylib
        ├── pyproject.toml
        ├── your_ns
           └── mylib
               ├── __init__.py
               └── py.typed
        └── tests
            └── test_mylib.py

This means:

  1. Each app or lib (collectively, internal dependencies) is it's own Python package with a pyproject.toml.
  2. You must specify the workspace members in tool.rye.workspace.members.
  3. Type-checking and testing should be done on a per-package level. That is, you should run pyright and pytest from apps/server or libs/mylib, not from the root.

In the example above, the only build artifact will be for apps/server. At build-time, una will do the following:

  1. Read the list of internal dependencies (more on this shortly) and inject them into the build.
  2. Read all externel requirements of those dependencies, and add them to the dependency table.

You can then use the una CLI tool to ensure that all internal dependencies are kept in sync. What are the key steps?

  1. Use a Rye workspace:
# /pyproject.toml
[tool.rye]
managed = true
virtual = true

[tool.rye.workspace]
members = ["apps/*", "libs/*"]
  1. Create your apps and your libs as you would, ensuring that app code is never imported. Ensure that you choose a good namespace and always use it in your package structures (check your_ns in the example structure above.)
  2. Add external dependencies to your libs and apps as normal. Then, to add an internal dependency to an app, we do the following in its pyproject.toml:
# /apps/server/pyproject.toml
[build-system]
requires = ["hatchling", "una"]
build-backend = "hatchling.build"

[tool.hatch.build.hooks.una-build]
[tool.hatch.build.hooks.una-meta]
[tool.una.libs]
"../../libs/mylib/example/mylib" = "example/mylib"
  1. Then you can run rye build --wheel from that package directory and una will inject everything that is needed. Once you have your built .whl file, all you need in your Dockerfile is:
FROM python
COPY dist .
RUN pip install dist/*.whl

Historical note

What is needed to get root-level pyright and pytest to work?

  1. Delete apps/lib pyproject.toml as they cause pyright/basedpyright to get lost.
  2. Add pythonpath to pytest settings.

Style: Modules

This approach is inspired by Polylith. You don't use a Rye workspace (and indeed this approach will work with just Hatch), and there's only a single pyproject.toml.

The structure looks like this:

.
├── pyproject.toml
├── requirements.lock
├── apps
│   └── your_ns
│       └── server
│           ├── __init__.py
│           └── test_server.py
├── libs
│   └── your_ns
│       └── mylib
│           ├── __init__.py
│           ├── core.py
│           └── test_core.py
└── projects
    └── server
        └── pyproject.toml

The key differences are as follows:

  1. apps/ and libs/ contain only pure Python code, structured into modules under a common namespace.
  2. Tests are colocated with Python code (this will be familiar to those coming from Go or Rust).
  3. Because apps/ is just pure Python code, we need somewhere else to convert this into deployable artifacts (Docker images and the like). So we add projects/ directory. This contains no code, just a pyproject.toml and whatever else is needed to deploy the built project. The pyproject will specify which internal dependencies are used in the project: exactly one app, and zero or more libs.
  4. It must also specify all external dependencies that are used, including the transitive dependencies of internal libs that it uses. But the una CLI will help with this!

And there's one more benefit: 5. You can run pyright and pytest from the root directory! This gives you a true monorepo benefit of having a single static analysis of the entire codebase. But don't worry, una will help you to only test the bits that are needed.

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