PDM is configured with these tasks:
| Command line | Purpose |
|---|---|
pdm run lint:mypy |
Run linting with Mypy |
pdm run lint:pycodestyle |
Run linting with Pycodestyle |
pdm run lint:pydocstyle |
Run linting with Pydocstyle |
pdm run lint:bandit |
Run linting with Bandit |
pdm run lint:vulture |
Run linting with Vulture |
pdm run lint:isort |
Run linting with isort |
pdm run lint |
Run all linters |
pdm run format:black |
Run formatting with Black |
pdm run format:isort |
Run formatting with isort |
pdm run format |
Run all formatters |
pdm run test |
Run automated testing with Pytest |
In order to get 100% reproducible environments, the template uses multiple PDM lockfiles. There is one lockfile per platform and per version of CUDA.
From within the project, run:
pdm run lockfile list
This will list out the PDM lockfiles that are currently configured. You can see them organized by CUDA version and platform. You can use any lockfile for your platform.
To use one of the existing lockfiles, run:
pdm run lockfile use <CUDA VERSION>
pdm install
This won’t affect other developers, just you.
When creating the template, you choose the CUDA version for your system. That one is set up by default, but other developers will need to set up other versions.
Run this command to create a new lockfile:
pdm run lockfile add <CUDA VERSION>
This will also use the new lockfile.
If you list out the files in the project root, you will see files that look something like: pdm.linux.cuda-11-7.lock. The filenames are formatted like this: