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Changelog

All significant changes to this project are documented in this file.

The format is based on Keep a Changelog and this project adheres to Calendar Versioning.

The first number of the version is the year. The second number is incremented with each version, starting at 1 for each year. The third number is for emergencies when we need to start branches for older versions.

Unreleased

Added

  • 📝 Add Narwhals
  • 📝 Add protobuf-py

Changed

  • 📝 Extend seccurity section
  • 👷🔧📝 Switch to prek
    • Remove pre-commit
    • Fix Python syntax

26.1.0: 2026-07-08

Added

  • 📝 Add bandit rules to security

  • 📝 Add jsonata-python

  • 📝 Add Memray as a profile tool

  • 📝 Add Git’s data and storage model

  • 📝 New features in Python 3.15

    • profiling.tracing and profiling.sampling
    • Tachyon
    • Python JIT compiler

  • 📝 Add tdda detect_df

  • 🔧 Add dependabot cooldown and group dependabot updates

  • 📝 Check and change data types

  • 📝 Indexing with Boolean DataFrame and bitwise operators

  • 📝 🔧 Check and format pyproject.toml

    • Add pyproject-fmt and validate-pyproject

  • 📝 fsck as a last resort to restore changes

  • 📝 Add Claude and Cursor config for uv

  • 📝 Add comparison between pandas, Polars, Dask and DuckDB

  • 📝 Add geopython libs

    pygeoapi, OWSLib, pycsw and pygeometa

  • 📝 Add project templates

  • 📝 Add file formats for geodata

  • 📝 Add GitLab CI/CD examples

  • 📝 Add csv.Sniffer methods

  • 📝 Add the removal of git lfs

  • 📝 Add deal recommendation for the licensing of open access publications

  • 📝 Fill with mean values

  • 🔧 Add OpenGraph tag for mastodon

Changed

  • 📝 Switch from uv-secure to uv audit

  • 🔧 Switch to ruff

    • Variables not shadowing Python builtins (A001)
    • Not used loop control variable renamed with a leading underscore (B007)
    • Raise with from inside except (B904)
    • Add explicit strict= parameter to zip() (B905)
    • Call datetime.now and datetime.strptime with timezone (DTZ005, DTZ007)
    • Assign a def instead of a lambda expression (E731)
    • Replace legacy np.random.randn with np.random.Generator (NPY002)
    • Use .merge method instead of pd.merge function (PD015)
    • open() is replaced by Path.open() (PTH123)

  • 📄 Update licence information

    • Copyright belongs to cusy GmbH
    • Move LICENSE file to LICENSES/

  • 📝 Update git section

    • Add git history and config-based hooks
    • Add links to Sourcegraph to find pre-commit hooks

  • 📝 Update security

    • Add references to Securing the release workflow, zizmor and 2FA
    • Add anchor for GitHub Actions

  • 📝 Update dtype conversion

  • 📝 Update open data

    • Organise open data by topic
    • Add link to Authors Alliance
    • Add lots of new data sources
    • Move geodata sources to open data
    • Add NFDI4DS Portal
    • Add link to Authors Alliance
    • Fix internal link to geodata

  • 📝 Update performance measurements section

    • Add cProfile/profiling.tracing
    • Add tprof
    • Add performance metrics

  • 📝 Update FastAPI Extensions

    • Add AuthTuna
    • Postpone dormant projects

  • 🔧 Use PEP 639 licence expression

    Remove deprecated Trove classifier

  • 📝 Update git pre-commit section

    • Add pyproject-fmt pre-commit scripts

  • 📝 Update dvc section

  • 📝 Add ruff formatter

  • 📝 Add JSON tools

  • 📝 Update licensing

  • 💚 Switch to uv for the GitHub workflow

  • 📝 Update licence action

    • Update hardware licences
    • Add ML models licences

  • 📝 Switch from pipenv to uv

  • 📝 Update performance section

    • Add Installation and usage of perflint
    • Add perflint pre-commit hook
    • Add link to cProfile

  • 📝 Update git section

  • 📝 Switch form safety to uv-secure

  • 📝 Switch from git checkout to git switch

  • 📝 Update GitLab pipeline with uv

  • 📝 Move logging to Python basics

  • 📝 Update dedupe section

  • 📝 Remove axis as option for pandas groupby

  • 🔧 Switch to the PyViz tutorial in English

24.3.0: 2024-11-03

Added

  • 🔧 Add vale
    • Fix spelling mistakes
  • 🔧 Add codespell
    • Add pre-commit check
    • Fix spelling
  • 👷 Build docs and check links
    • Configure linkcheck
    • Fix external links
  • 📝 Add the series of tutorials and trainings
  • 📝 Add automatic building of Docker containers
  • 📝 Add edgy, zopyx-fastapi-auth, and FastAPI Utilities to FastAPI extensions

Removed

  • 📝 Move logging to Python basics
  • ✏️ Remove link to Objectivity/DB
  • 📝 Move SOLID principles to Python Basics

Changed

  • 📝 Update GitLab pipeline with uv
  • ⬆️ Update to Python 3.13, NumPy 2.1 and pandas 2.2
    • Replace dataframe.applymap with dataframe.apply
    • Replace pandas.value_counts with pandas.Series(obj).value_counts()
    • Replace as_index=False for groupby() with reset_index(drop=True)
    • Add include_groups=False for DataFrameGroupBy.apply
  • 🍱 Update git workflow graphic
  • 📝 Switch to the pre-commit framework for gitleaks
  • 📝 Switch from pipenv to uv
    • Remove pipenv
    • Add pre-commit-uv
    • Add CI/CD-Pipelines
    • Add dependency bot
    • Update security
  • 🔧 Update gitignore
  • 🔧 Add blacken-docs
    • Fix Python syntax
  • 📝 Update the file system libraries
  • 🔧 Switch to pyproject.toml
  • 👷 Update pre-commit github workflow
  • 📝 Update geodata libs

24.2.0: 2024-06-29

Added

  • Git
    • 📝 Add zdiff3 as git merge conflict style
    • 📝 Update meaningful commit messages
    • 🍱 Update git cheatsheet
    • 📝 Add git batch processing
    • 📝 Add warning for git keep
    • 🎨 Improve structure of the git section
  • 🌱 Add matplotlib for social cards

Changed

  • 🎨 Improve structure of the code quality section
  • 🎨 Improve structure of the cite software section

24.1.0: 2024-04-02

Added

  • Code smells
    • 📝 Add SOLID principles
    • 📝 Add the recognition of code smells
    • 📝 Add intro to code smells
    • 🎨 Rearrange code reduction with dataclasses and attrs
    • 📝 Update itertools filterfalse
  • 📄 Add SPDX classifier

Changed

  • 📝 Update redis licenses, add hint to Redict and Valkey
  • Git
    • 📝 Add ‘Change commits for a clean log’
    • 📝 Update git’s database internals
    • 📝 Rearrange advanced git section
    • 📝 Extend the git notes section
    • 📝 Simplify secret detection
    • 📝 Add more git commands and options
    • 📝 Extend the git bisect section
    • 🎨 Rearrange the git section
    • 📝 Update log and reflog
    • 📝 Improve the Git configuration
    • 📝 Add reference for common reset commands
    • 📝 Update git reset
    • 📝 Expand section on meaningful commit messages
    • 📝 Update git section
    • 📝 Update the section Undo commit in the wrong branch
    • 📝 Add description of workspaces
  • Data serialisation
    • 📝 Update xml example
    • 📝 Update data serialisation
    • 📝 Simplify the json example
  • 📝 Switch from the requests lib to httpx