DEVELOPMENT.md

Development

Quick start

We recommend installing Python via Anaconda, as we have received feedback about issues with Numpy installation when using the installer from https://www.python.org/downloads/. We are working on providing a solution to this problem.

Global Install poetry with pipx or another:

pipx install poetry

Then you can run the client using the following command:

denser-retriever --help

or with Poetry:

poetry run denser-retriever --help

Makefile usage

Makefile contains a lot of functions for faster development.

Install all dependencies and pre-commit hooks

Install requirements:

make install

Pre-commit hooks coulb be installed after git init via

make pre-commit-install

Codestyle and type checks

Automatic formatting uses ruff.

make polish-codestyle

# or use synonym
make formatting

Codestyle checks only, without rewriting files:

make check-codestyle

Note: check-codestyle uses ruff and darglint library

Code security

If this command is not selected during installation, it cannnot be used.

make check-safety

This command launches Poetry integrity checks as well as identifies security issues with Safety and Bandit.

make check-safety

Tests with coverage badges

Run pytest

make test

All linters

Of course there is a command to run all linters in one:

make lint

the same as:

make check-codestyle && make test && make check-safety

Docker

make docker-build

which is equivalent to:

make docker-build VERSION=latest

Remove docker image with

make docker-remove

More information about docker.

Cleanup

Delete pycache files

make pycache-remove

Remove package build

make build-remove

Delete .DS_STORE files

make dsstore-remove

Remove .mypycache

make mypycache-remove

Or to remove all above run:

make cleanup

📈 Releases

You can see the list of available releases on the GitHub Releases page.

We follow Semantic Versions specification.

We use Release Drafter. As pull requests are merged, a draft release is kept up-to-date listing the changes, ready to publish when you’re ready. With the categories option, you can categorize pull requests in release notes using labels.

List of labels and corresponding titles

Label	Title in Releases
enhancement, feature	🚀 Features
bug, refactoring, bugfix, fix	🔧 Fixes & Refactoring
build, ci, testing	📦 Build System & CI/CD
breaking	💥 Breaking Changes
documentation	📝 Documentation
dependencies	⬆️ Dependencies updates

You can update it in release-drafter.yml.

GitHub creates the bug, enhancement, and documentation labels for you. Dependabot creates the dependencies label. Create the remaining labels on the Issues tab of your GitHub repository, when you need them.