Jay Chia & Sammy Sidhu: Daft - The Distributed Python Dataframe for Complex Data | PyData Global 2022

[jaychia]

Video URL: https://www.youtube.com/watch?v=ol6IQUbyeDo&t=1s&ab_channel=PyData

Contents

0:13 - Speaker Bios 1:02 - What is Daft? 2:05 - Defining "Complex Data" 4:28 - Summary: 3 things that make data "Complex" 6:01 - Common solutions to both tabular and complex data 9:50 - Live demo of Daft: Sorting the "reddest" images in the Open Images Dataset 17:21 - Scaling Daft up in the cloud with distributed computing 20:45 - Recap and Summary 21:45 - Q&A