What's the best thing/library you learned this year ?

• fastapi

  167 55,902 9.8 Python

  FastAPI framework, high performance, easy to learn, fast to code, ready for production

  FastAPI (https://fastapi.tiangolo.com/): neat web framework, easy to set up, also scales pretty well with project size. After Django and Flask this has become my favorite of that kind.

• pydantic

  57 13,056 9.6 Python

  Data validation using Python type hints

  

  - pydantic : https://docs.pydantic.dev/ for better type hinting

• InfluxDB

  www.influxdata.com

  sponsored

  Access the most powerful time series database as a service. Ingest, store, & analyze all types of time series data in a fully-managed, purpose-built database. Keep data forever with low-cost storage and superior data compression.

  

• textual

  76 18,559 10.0 Python

  Textual is a Rapid Application Development framework for Python. Build sophisticated user interfaces with a simple Python API. Run your apps in the terminal and (coming soon) a web browser!

  

• Poetry

  163 24,402 9.8 Python

  Python packaging and dependency management made easy

  

  Poetry (https://python-poetry.org/): I always figured Python dependency management to be very difficult to handle and that always stopped me from building a larger project. Poetry really changed the game for me.

• pre-commit

  83 10,073 9.3 Python

  A framework for managing and maintaining multi-language pre-commit hooks.

  

  https://pre-commit.com/ for code quality checks while committing to Git

• cupy

  7 6,784 9.9 Python

  NumPy & SciPy for GPU

  

  Cupy replicates the numpy and scipy APIs but runs on the GPU.

• diffrax

  13 802 8.0 Python

  Numerical differential equation solvers in JAX. Autodifferentiable and GPU-capable. https://docs.kidger.site/diffrax/

  Diffrax - solving ODEs with Jax and computing it's derivatives automatically functools - love partial and lru_cache fastprogress - simpler progress bar than tqdm

• Sonar

  www.sonarsource.com

  sponsored

  Write Clean Python Code. Always.. Sonar helps you commit clean code every time. With over 225 unique rules to find Python bugs, code smells & vulnerabilities, Sonar finds the issues while you focus on the work.

  

• dagster

  17 7,012 10.0 Python

  An orchestration platform for the development, production, and observation of data assets.

  

  One that I haven't seen on here yet: dagster

• papermill

  7 5,168 6.9 Python

  📚 Parameterize, execute, and analyze notebooks

  

  papermill bcpandas fastapi

• typer

  36 10,806 9.3 Python

  Typer, build great CLIs. Easy to code. Based on Python type hints.

  tried typer? built on top of click. i still use mostly argparse but started using typer as well. so far so good

• TUI-apps

  18 202 8.2 Python

  Terminal User Interface (TUI) apps

  Mine too. Used it in a couple of projects. Planning to do some more next year!

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