Release 2023-09-14 · ddotta/awesome-polars

New Additions

Keynote on Polars at EuroSciPy 2023 ⏳ 57 min - Talk by @ritchie46 that dives into Polars and sees what makes it so efficient. It will touch on technologies like Arrow, Rust, parallelism, data structures, query optimization and more.

Polars CLI Polars CLI is a command line interface for running SQL queries with Polars as backend.

Data Pipelines with Polars: Step-by-Step Guide - A tutorial that explains how to build data pipelines with Polars by @AntonsRuberts. Code used is available on Github here.
Python Polars: A Lightning-Fast DataFrame Library - A tutorial that shows how to use Polars with Python ecosystem by @hfhoffman1144. Code used is available on Github here.

All that Polars that Make You Forget Pandas - A blog post that explores some deeper reasons behind the performance gains of Polars over Pandas.
Polars vs Pandas. Inside an AWS Lambda - A blog post that covers the topic of using Polars vs Pandas inside an AWS Lambda to do data processing by @danielbeach. Code used is available on Github here.
DuckDB vs Polars for Data Engineering - A blog post that compares Polars and DuckDB with pipelines for Data Engineering by @danielbeach.
Pandas vs Polars: A database speed test. Who wins? - A blog post that compares the run-time of reading a database into a dataframe using Pandas versus using Polars by Thomas Reid.
Polars and Pandas : What's the difference ? - A blog post that explains how Polars works under the hood and th best use cases for Polars and Pandas by @t-redactyl.
Understanding the Polars nested column types - A blog post that helps to understand how nested column types works in Polars by @braaannigan.
Polars vs DuckDB for Delta Lake ops - A blog post that compares Polars to DuckDB using Delta Lake by @wolliq.

Using the Rust Polars DataFrame library in a CLI ⏳ 4 min - A video that shows how to integrate Polars in a commande line interface by @paiml.
The Ultimate Guide to Data Wrangling with Python | Rust Polars Data Frame ⏳ 10 videos - A playlist of 10 videos (WIP) that equips you with all the necessary knowledge required to utilize Python Polars Data Frame by @AmitXShukla.

Add blog post about deeper reasons behind the performance gains of Polars by @ddotta in #137
Add blog post about using Polars inside AWS by @ddotta in #138
Add blog post about Polars vs DuckDB for Data Engineering by @ddotta in #139
Add pipelines tutorial by @AntonsRuberts by @ddotta in #141
Ddotta/issue142 by @ddotta in #143
Add duration missing for "Manipulación de Datos con Polars en python" video by @ddotta in #145
Add blog post by Thomas Reid by @ddotta in #147
Add news about Polars's raisin seed round by @ddotta in #149
Add real python blog about polars by @ddotta in #155
Add video about using the Rust Polars DataFrame library in a CLI by @ddotta in #156
Add video by Amit Shukla by @ddotta in #157
Add keynote at EuroSciPy 2023 by @ddotta in #158
Add polars CLI by @ddotta in #159
chore: typo correction by @ddotta in #160
chore: minor corrections by @ddotta in #163
Add blog post about Delta Lake by @wolliq by @ddotta in #165

Full Changelog: 2023-07-19...2023-09-14