Python code quality

Resources for online course Python code quality created in 2024 for Skillmea.sk portal available at link

Content

.
├── Justfile
├── Makefile
├── README.md
├── automatizace
│   ├── README.md
│   ├── cq.sh
│   └── cq_adv.sh
├── bezpecnost
│   ├── README.md
│   └── bezpecnost.py
├── cleanup.sh
├── dokumentace
│   ├── README.md
│   ├── README_example.md
│   ├── __init__.py
│   ├── api.py
│   ├── api_complex.py
│   ├── classes_documentation.png
│   ├── conf.py
│   ├── docstrings.py
│   ├── docstrings_google.py
│   ├── docstrings_numpy.py
│   ├── doctest_priklad.py
│   ├── komentare.py
│   └── uml.py
├── fastapi_demo
│   ├── README.md
│   └── cq.sh
├── formatting
│   ├── README.md
│   ├── formatting.py
│   ├── formatting_autopep.py
│   ├── formatting_black.py
│   ├── formatting_isort.py
│   └── formatting_yapf.py
├── linting
│   ├── README.md
│   └── linting.py
├── noxfile.py
├── performance
│   ├── big_o.py
│   ├── compilers
│   │   ├── README.md
│   │   └── numba_test.py
│   ├── extensions
│   │   ├── README.md
│   │   ├── c_extensions
│   │   │   ├── app.py
│   │   │   ├── build.sh
│   │   │   ├── example.c
│   │   │   └── setup.py
│   │   ├── cython_example
│   │   │   ├── app.py
│   │   │   ├── fib.c
│   │   │   ├── fib.pyx
│   │   │   ├── fib_app.py
│   │   │   ├── lib.c
│   │   │   ├── lib.pyx
│   │   │   └── setup.py
│   │   └── rust_extension
│   │       ├── Cargo.lock
│   │       ├── Cargo.toml
│   │       ├── app.py
│   │       └── src
│   │           └── lib.rs
│   ├── interpreters
│   │   ├── README.md
│   │   ├── codon_test.py
│   │   └── get_interpreter.py
│   ├── profiling
│   │   ├── README.md
│   │   ├── cprofile_test.py
│   │   ├── gc_test.py
│   │   ├── line_profiling_test.py
│   │   ├── mprof_example.py
│   │   ├── run_cprofile.sh
│   │   ├── run_timeit.sh
│   │   ├── scalene_test.py
│   │   └── tracemalloc_test.py
│   └── pythons
│       ├── README.md
│       ├── benchmark.sh
│       ├── concurrency.py
│       ├── cpu.py
│       ├── data.py
│       ├── fib.py
│       ├── io.py
│       ├── mandelbrot.py
│       └── test_file.txt
├── poetry.lock
├── project_management
│   ├── pip
│   │   ├── dev-requirements.txt
│   │   ├── requirements.txt
│   │   └── setup.py
│   ├── pipenv
│   │   ├── Pipfile
│   │   └── Pipfile.lock
│   └── poetry
│       ├── poetry.lock
│       └── pyproject.toml
├── pyproject.toml
├── slozitost
│   ├── README.md
│   └── slozitost.py
├── testy
│   ├── __init__.py
│   ├── complex
│   │   ├── __init__.py
│   │   ├── app.py
│   │   ├── doctest_example.py
│   │   ├── pytest_example.py
│   │   └── unittest_example.py
│   ├── coverage.sh
│   └── simple
│       ├── __init__.py
│       ├── app.py
│       ├── doctest_example.py
│       ├── pytest_example.py
│       └── unittest_example.py
└── typing
    ├── README.md
    ├── dataclass_example.py
    ├── pydantic_example.py
    └── validators.py

25 directories, 100 files

Odkazy

Project management

• https://github.com/pypa/pip

• https://github.com/pypa/virtualenv

• https://github.com/pypa/pipenv

• https://github.com/pdm-project/pdm

• https://github.com/pypa/hatch

• https://github.com/astral-sh/rye

• https://github.com/astral-sh/uv

• https://github.com/python-poetry/poetry

• https://packaging.python.org/en/latest/

• https://github.com/pypa

Linting

• https://github.com/pylint-dev/pylint
• https://github.com/astral-sh/ruff

Formátování

• https://peps.python.org/pep-0008/
• https://github.com/google/styleguide/blob/gh-pages/pyguide.md
• https://github.com/psf/black
• https://github.com/google/yapf
• https://github.com/hhatto/autopep8
• https://github.com/PyCQA/isort
• https://peps.python.org/pep-0020/

Typing

• https://peps.python.org/pep-0484/

• https://peps.python.org/pep-0526/

• https://docs.python.org/3/library/typing.html

• https://docs.python.org/3/library/dataclasses.html

• https://github.com/pydantic/pydantic

• https://github.com/python/mypy

• https://github.com/microsoft/pyright

• https://github.com/facebook/pyre-check

Dokumentace

• https://peps.python.org/pep-0257/

• https://devguide.python.org/documentation/style-guide/#economy-of-expression

• https://docs.python.org/3/library/doctest.html

• https://github.com/sphinx-doc/sphinx

• https://github.com/mitmproxy/pdoc

• https://peps.python.org/pep-0008/#comments

• https://packaging.python.org/en/latest/guides/making-a-pypi-friendly-readme/

• https://github.com/abhisheknaiidu/awesome-github-profile-readme

• https://github.com/matiassingers/awesome-readme

• https://github.com/hackergrrl/art-of-readme

• https://www.makeareadme.com/

• https://shields.io/

• https://choosealicense.com/

• https://miro.com/

• https://app.diagrams.net/

• https://www.lucidchart.com/

• https://www.powerdesigner.biz/

• https://sparxsystems.com/

• https://spec.openapis.org/oas/latest.html

• https://learning.postman.com/docs/integrations/available-integrations/working-with-openAPI/

Testy

• https://docs.python.org/3/library/unittest.html

• https://docs.python.org/3/library/doctest.html

• https://github.com/pytest-dev/pytest

• https://coverage.readthedocs.io/en/7.4.4/

• https://github.com/pytest-dev/pytest-cov

Složitost kódu

• https://github.com/rubik/radon
• https://www.python.org/download/releases/2.3/mro/
• https://github.com/Melevir/flake8-cognitive-complexity

Zabezpečení

• https://github.com/PyCQA/bandit
• https://github.com/pyupio/safety
• https://github.com/pypa/pip-audit

HW náročnost

• https://docs.python.org/3/library/profile.html

• https://github.com/pyutils/line_profiler

• https://github.com/joerick/pyinstrument

• https://github.com/pberkes/big_O

• https://github.com/plasma-umass/scalene

• https://github.com/benfred/py-spy

• https://docs.python.org/3/library/tracemalloc.html

• https://docs.python.org/3/library/gc.html

• https://github.com/giampaolo/psutil

• https://github.com/htop-dev/htop

• https://github.com/pythonprofilers/memory_profiler

• https://github.com/zhuyifei1999/guppy3/

• https://wiki.python.org/moin/TimeComplexity

• https://docs.python.org/3/whatsnew/3.11.html#whatsnew311-faster-cpython

• https://docs.python.org/3/whatsnew/3.12.html#asyncio

• https://github.com/modin-project/modin

• https://github.com/dask/dask

• https://github.com/numba/numba

• https://github.com/Nuitka/Nuitka

• https://github.com/exaloop/codon

• https://github.com/micropython/micropython

• https://github.com/RustPython/RustPython

• https://github.com/pola-rs/polars

• https://github.com/duckdb/duckdb

• https://github.com/apache/spark

• https://github.com/PyO3/pyo3

• https://github.com/cython/cython

Automatizace

• https://github.com/tox-dev/tox

• https://github.com/wntrblm/nox

• https://github.com/cjolowicz/nox-poetry

• https://github.com/nat-n/poethepoet

• https://www.gnu.org/software/make/

• https://github.com/go-task/task

• https://github.com/casey/just

• https://github.com/SonarSource/sonarqube

• https://github.com/pre-commit/pre-commit

• https://docs.github.com/en/actions

• https://docs.gitlab.com/ee/ci/

• https://azure.microsoft.com/en-us/products/devops/pipelines

• https://circleci.com/

• https://www.jenkins.io/

FastAPI Demo

• https://github.com/tiangolo/fastapi

Business hledisko

• https://martinfowler.com/articles/is-quality-worth-cost.html

Souhrn

• http://cleancoder.com

• https://www.martinfowler.com/

• https://www.sonarsource.com/

• https://stackoverflow.blog/2021/10/18/code-quality-a-concern-for-businesses-bottom-lines-and-empathetic-programmers/

• https://martinfowler.com/articles/is-quality-worth-cost.html

• https://docs.gitlab.com/ee/ci/testing/code_quality.html

• https://codescene.com/blog/3-code-health-kpis/

• https://codescene.io/docs/guides/technical/code-health.html

• https://codescene.com/blog/code-biomarkers/

• https://python.cz/

• https://pyvec.org/

• https://europython.eu/

• https://pycoders.com/

• https://linkedin.com/in/romanzdk

• https://romanzdk.com