Environment Management und Packaging (click here to comment) 6. Oktober 2023, Jochen

Soooo, nach einer langen, dunklen, ungeplanten Sommerpause aufgrund unüberwindlicher Terminfindungsschwierigkeiten gibt es jetzt endlich wieder eine neue Episode 🎙️!

Dominik und Jochen haben diesmal mit Anna-Lena über Python Environment Management und Packaging Tools gesprochen. Sie hat dazu bereits einen super Artikel geschrieben und einen Vortrag auf der letzten Europython-Konferenz gehalten. Während in anderen Sprachen wie Rust das Thema weniger knifflig ist und es eine kanonische Lösung gibt, kommt man in der Python-Welt 🐍 leider nicht umhin, sich mit diesem Problem auseinanderzusetzen.

Shownotes

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Vorstellung

• inovex | Babbel

News

• Pydantic Version 2 - weniger reibungsloses Update
• Django Ninja - Fast Django REST Framework
• LLM finetuning
• Language Models for Music Recommendation
• Postgres 16 released!

Tools

• An unbiased evaluation of environment management and packaging tools | Artikel von Anna-Lena zum Thema
• Simple Python Version Management: pyenv
• Rye: An Experimental Package Management Solution for Python
• asdf The Multiple Runtime Version Manager
• Miniconda is a free minimal installer for conda
• Anaconda is a distribution of the Python and R programming languages for scientific computing
• PyPy - A fast, compliant alternative implementation of Python
• pip is the package installer for Python
• pipx — Install and Run Python Applications in Isolated Environments
• Virtual Environments
  • venv — Creation of virtual environments
  • virtualenv is a tool to create isolated Python environments
  • virtualenvwrapper
• Pipenv: Python Dev Workflow for Humans
• Hatch is a modern, extensible Python project manager
• PDM, as described, is a modern Python package and dependency manager supporting the latest PEP standards
• Poetry - python packaging and dependency management made easy
• pip-tools = pip-compile + pip-sync A set of command line tools to help you keep your pip-based packages fresh
• Flit is a simple way to put Python packages and modules on PyPI
• Cargo downloads your Rust project’s dependencies and compiles your project
• Projektkonfiguration
  • pyproject.toml - Declaring project metadata
  • setup.cfg
  • setup.py
• pre-commit - A framework for managing and maintaining multi-language pre-commit hooks
• Gohlke Grabber - Simple script to download .whl packages from the pre-built Python packages at
• Running Windows is more painful than torture [Comic]
• Scaffolding
  • django-admin startproject
  • Cookiecutter - Create projects swiftly from cookiecutters
• Git and Django 5.0 - Adam Johnson
• tox aims to automate and standardize testing in Python
• nox is a command-line tool that automates testing in multiple Python environments
• huak - A Python package manager written in Rust. The Cargo for Python.
• Anna-Lena Popkes: An unbiased evaluation of environment management and packaging tools
• Pyflow streamlines working with Python projects and files

Picks

• Neapolitan's CRUDView provides the standard list, detail, create, edit, and delete views for a model | Classy Class-Based Views | Django Vanilla Views
• Material for MkDocs
• Paprika Recipe Manager | Ups, hatte ich letztes Mal schon...