Top 4 Python Flexible Projects

Pandas

393 41,863 10.0 Python

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

Project mention: Deploying a Serverless Dash App with AWS SAM and Lambda | dev.to | 2024-03-04

Dash is a Python framework that enables you to build interactive frontend applications without writing a single line of Javascript. Internally and in projects we like to use it in order to build a quick proof of concept for data driven applications because of the nice integration with Plotly and pandas. For this post, I'm going to assume that you're already familiar with Dash and won't explain that part in detail. Instead, we'll focus on what's necessary to make it run serverless.

jesth

5 193 5.8 Python

Human-readable versatile data format

Project mention: Show HN: Jesth – Next-level human-readable data serialization format | news.ycombinator.com | 2023-05-18

Jesth is like a broken INI file parser that can only split a document into sections (each section consists of a header and a body which is just a list of strings).
Now, on top of that, I can write a hack to convert an arbitrary section to a dictionary data structure (provided the body of that section is written with a specific syntax designed for my hack).
I made this hack and included it in the Jesth library, so people can use it, much like the Python standard library is just there to help people not waste time rewriting the same algorithms for common tasks.
Jesth would be like JSON which is only about data. CUE, Dhall and Jsonnet jump on top of JSON to add some cool stuff.
I used Jesth for example to design a docstring markup language [1], as well as a scripting language [2].
I will soon publish a simple data validation mechanism for Jesth dict-sections (sections intended to be converted into a dictionary data structure). It might inspire people to create a more complex data validation or data constraint language on top of Jesth. This could be more readable than what is done elsewhere.
[1] https://github.com/pyrustic/jesth/tree/master/docs/modules
[2] https://github.com/pyrustic/backstage

InfluxDB

www.influxdata.com sponsored

Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
spyrograph

10 20 9.0 Python

Python library for analyzing, exploring, and visualizing epitrochoids and hypotrochoids in just a few lines of code
stripe-reverse-checkout-session

1 8 7.6 Python

⚙️ Automate Stripe Payments Flexible Way Reverse-Engineered-API

Project mention: Automate Your Stripe Checkouts | news.ycombinator.com | 2024-04-03

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020). The latest post mention was on 2024-04-03.