pandas-stubs
returns
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| pandas-stubs | returns | |
|---|---|---|
| 4 | 20 | |
| 211 | 3,259 | |
| 3.8% | 2.7% | |
| 8.6 | 9.1 | |
| 7 days ago | 7 days ago | |
| Python | Python | |
| BSD 3-clause "New" or "Revised" License | BSD 2-clause "Simplified" License |
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For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
pandas-stubs
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We are the developers behind pandas, currently preparing for the 2.0 release :) AMA
There is a typing effort that is led by some core members (unfortunately none of them takes part today). You can check the stubs package out at https://github.com/pandas-dev/pandas-stubs. I am not really familiar with the progress there
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Is there a way to have Eglot pickup the virtual env?
I think the issue is that pandas provides its stubs via a separate package namely pandas-stubs. It seems some packages provide their stubs in a separate package i.a.w PEP561. If I install this package I get completions etc. as you might expect.
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TypeScript is terrible for library developers
It gets a lot more complicated than that. One of many, many examples: https://github.com/pandas-dev/pandas-stubs/blob/v1.4.3.22082...
returns
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This Week in Python (February 23, 2024)
returns – Make your functions return something meaningful, typed, and safe
- Python Functional Programming with returns library (type-safety, monads, etc.)
- GitHub - dry-python/returns: Make your functions return something meaningful, typed, and safe!
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[Media] Rust Results in Python :D
you haven’t heard of https://github.com/dry-python/returns
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Unleash the Power of Python Monads: A Design Pattern for Elegant Code!
returns from the DRY python group appears to offer similar functionality.
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Rust's Option and Result. In Python.
Not to diminish this at all, but https://github.com/dry-python/returns also exists. The scope is wider, but the look and feel of the types feels very similar.
- Functional python for data process
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Faif/Python-patterns: A collection of design patterns/idioms in Python
https://github.com/dry-python/returns#maybe-container
You can decide for yourself what is more readable: all these lambdas or the `None and f()` code.
- Show HN: Koda, a Typesafe Functional Toolkit for Python
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Python/Pandas equivalent of CTE in SQL?
There is a Python library called returns (https://github.com/dry-python/returns) that allows you to write functional code in Python
What are some alternatives?
django-stubs - PEP-484 stubs for Django
Toolz - A functional standard library for Python.
lxml-stubs - Type stubs for the lxml package
CyToolz - Cython implementation of Toolz: High performance functional utilities
pfun - Functional, composable, asynchronous, type-safe Python.
Deal - 🤝 Design by contract for Python. Write bug-free code. Add a few decorators, get static analysis and tests for free.
bench-warmers - DigThatData's Public Brainstorming space
Coconut - Simple, elegant, Pythonic functional programming.
bulk-exif-to-excel - Bulk exif data export to excel
fn.py - Functional programming in Python: implementation of missing features to enjoy FP
emacs-pet - Tracks down the correct Python tooling executables from your virtualenvs so you can glue the binaries to Emacs and delete code in init.el
funcy - A fancy and practical functional tools