flatsplode
typer
flatsplode | typer | |
---|---|---|
1 | 88 | |
17 | 14,473 | |
- | - | |
4.7 | 8.7 | |
2 months ago | 6 days ago | |
Python | Python | |
MIT License | MIT License |
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flatsplode
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What is your favorite ,most underrated 3rd party python module that made your programming 10 times more easier and less code ? so we can also try that out :-) .as a beginner , mine is pyinputplus
I'll shamelessly share a couple I wrote that I'm proud of: flatsplode — flatten + explode nested JSON (works well with pandas) requests-iamauth — requests plugin for using AWS' sigv4 as an HTTP authorizer redpanda — a SQLAlchemy plugin for pulling SQL data as pandas dataframes
typer
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Github Sponsor Sebastián Ramírez Python programmer
He is probably most well know for creating FastAPI that I taught to some of my clients and Typer that I've never used.
- Typer: Python library for building CLI applications
- Copilot for your GitHub stars
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Things I've learned about building CLI tools in Python
I have been using Typer on every one of my CLI projects which uses Click under the hood. The documentation is fantastic, the CLI app it produces looks great and lets you create things quickly. I high recommend it.
https://typer.tiangolo.com/
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Things to do with standalone script
Adding CLI capabilities. My preferred library here is typer.
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Where to start for managing a Python code base for public distribution
I just heard about this but it seems to be pretty much the type of thing you want and want fast.
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Help on Docstrings
Docstrings are for documenting how a function/ class/ method/ module works. Often you don't need to add a docstring to your main function because no one will be importing it to use elsewhere. And if you want it to run as a CLI, then there are better ways to document the available options. For example, typer does most of it for you, or in click you add the help text to the decorator.
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Which best practices do you follow to build robust & extensible ETL jobs?
Most computing tasks in airflow DAGs are KubernetesPodOperator containing a CLI (Python Typer). It allows us to pass arguments easily to run DAG manually if needed (the new UI to pass arguments to DAG in airflow 2.6 is really nice). Arguments allow us to replay DAG easily (change start / end dates for instance).
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Devs on teams that deploy anytime you want, what does your SDLC workflow look like?
So it's basically the main .gitlab-ci.yml file plus a separate Python CI app using Typer for the AWS instrumentation.
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The different uses of Python type hints
Similarly for Typer, which is literally "the FastAPI of CLIs"[1]. Handy to type your `main` parameters and have CLI argument parsing. For more complicated cases, it's a wrapper around Click.
[1] https://typer.tiangolo.com/
What are some alternatives?
icecream - 🍦 Never use print() to debug again.
click - Python composable command line interface toolkit
UniversalWrapper - A universal shell wrapper for Python
Python Fire - Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object.
Django-ORM - Django-ORM-Standalone Template - Use the power of Django's database functionality in regular python scripts.
Gooey - Turn (almost) any Python command line program into a full GUI application with one line
redpanda - Pandas-SQLAlchemy integration
rich - Rich is a Python library for rich text and beautiful formatting in the terminal.
convtools - convtools is a specialized Python library for dynamic, declarative data transformations with automatic code generation
python-prompt-toolkit - Library for building powerful interactive command line applications in Python
python-o365 - A simple python library to interact with Microsoft Graph and Office 365 API
cement - Application Framework for Python