anaconda-packaging-dotfiles

This repository contains a set of standard dotfiles and configuration files to ensure a minimum level of software standards for Anaconda packaging tooling in all new Python projects going forward.

These tools and standards have been proven and used in a number of our open source Python projects:

Primary Tools Being Used

black
- Standard rule set, with modifications for isort compatibility and support for 120-column line lengths.
pylint
- An Anaconda-developer friendly variant of the Google Python Style Guide
mypy
make
pre-commit
pytest
docconvert

On-boarding Process

File and Folder Structure

Most of the config files provided by this repository will have a TODO where a project name should be. Project names generally should start with anaconda- and use -'s to represent spaces. Underscores will need to be used in any corresponding package names.

Roughly, the project should look like:

/
|-- <dotfiles>
|-- <project_name_with_underscores>
    |-- __init__.py # An empty file
    |-- py.typed # An empty file
    |-- <Other source files and module folders>
|-- tests/
    |-- <pytest config files, `test_*.py`>
    |-- <test utility files>
    |-- test_aux_files/
        |-- <Auxiliary test files used in tests>

Steps

Move the project into its own repository, if applicable. If not, incorporate the tool into an existing project
1. Many package builder scripts may fall into the perseverance-scripts umbrella
Establish which version(s) of Python we need to target. For now, new tools are targeting 3.11+
Copy the dotfiles and configurations from this repository over. The following bullet points go into specific detail.
Update the pyproject.toml as needed.
Setup an environment.yaml file to ensure dependencies are installable by conda
Setup the standard Makefile to ensure a consistent set of make targets across our projects.
1. Not all of these will work until the following steps are configured.
Setup pre-commit
1. Our projects use pre-commit and make to enforce our code and test requirements. If done properly, make dev will create an environment with pre-commit automatically installed. Developers should be able to blow away and start over from scratch by just running make dev
Setup and enforce some amount of unit test coverage with pytest. Eventually the goal should be at to require at least 80% coverage for your project.
Setup and enforce our standard pylint rules
Setup and enforce our standard mypy rules
Setup GitHub Actions that run the pre-commit checks and unit tests on all supported versions of Python. Enforce that all PRs must pass these checks as merge requirements through the repository's GitHub settings. This requires the Actions to run on a PR at least once before they will show up in the GitHub settings page.
If this is a library, configure the project to publish to the distro-tooling channel as a "typed" project and create an appropriate feedstock in aggregate.
If this is CLI-based tool, consider using the click library to build a modular command line interface and Python's built-in logging module for logging errors, debug information, etc.

TODOs & Future Goals