inside-dask
Inside Dask
| Julia Signell | PyData DC | August 2021 |
Description
Get to know some of the lesser-known aspects of Dask! Like how to manipulate the task graph and how to map functions across dataframes and arrays. Walk away with a deeper understanding of how Dask works and gain the confidence to get your weirder workflows working with Dask.
Contents
- Dask Overview
- Blocks
- Understanding the Task Graph
- Iterate over blocks
- Using Dask Delayed
- Manipulating the Task Graph
- Distributed Clusters
Prior Material
This talk is based on the Hacking Dask tutorial that James Bourbeau and I gave at PyCon and at the Dask Distributed Summit.
- Materials: https://github.com/jrbourbeau/hacking-dask
- Recording: https://www.youtube.com/watch?v=KZkkVYRZcDA