Actors Example Motivation Create an Actor Call Remote Methods Access Attributes Execution on the Worker Calling from coroutines and async/await Coroutines and async/await on...

Changelog 2.9.1 - 2019-12-27 2.9.0 - 2019-12-06 2.8.1 - 2019-11-22 2.8.0 - 2019-11-14 2.7.0 - 2019-11-08 2.6.0 - 2019-10-15 2.5.2 - 2019-10-04 2.5.1 - 2019-09-27 2.5.0 - 20...

Visualize task graphs Visualize task graphs visualize (*args, **kwargs) Visualize several dask graphs at once. Before executing your computation you might consider visualiz...

Client Concurrent.futures Dask Pure Functions by Default Async/await Operation Additional Links Client The Client is the primary entry point for users of dask.distributed ...

Futures Examples Start Dask Client Submit Tasks Move Data References, Cancellation, and Exceptions Waiting on Futures Fire and Forget Submit Tasks from Tasks Coordination P...

Development Guidelines Install Test Tornado Writing Tests Development Guidelines This repository is part of the Dask projects. General development guidelinesincluding wher...

What’s New v0.12.3 (10 July 2019) New functions/methods Enhancements Bug fixes v0.12.2 (29 June 2019) New functions/methods Enhancements to existing functionality IO related ...

Related Work Big Data World Python Projects Task scheduling Ad hoc computation Direct Communication Venerable Relationship In depth comparison to particular projects IPython...

Data Locality Current Policies Task Submission Data Scatter User Control Specify workers with Compute/Persist Data Locality Data movement often needlessly limits performan...

Launch Tasks from Tasks Motivating example Gather the data locally Submit tasks from client Extended Example Submit tasks from worker dask.delayed Getting the client on a work...