Flytekit Dask Plugin

Flyte can execute dask jobs natively on a Kubernetes Cluster, which manages the virtual dask cluster's lifecycle (spin-up and tear down). It leverages the open-source Kubernetes Dask Operator and can be enabled without signing up for any service. This is like running a transient (ephemeral) dask cluster - a type of cluster spun up for a specific task and torn down after completion. This helps in making sure that the Python environment is the same on the job-runner (driver), scheduler and the workers.

To install the plugin, run the following command:

pip install flytekitplugins-dask

To configure Dask in the Flyte deployment's backed, follow these directionsernetes/k8s_dask/index.html#step-2-environment-setup)

An usage example can be found in the documentation.

Project links

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  • Released:
Newer release available (1.16.28)

1 maintainer

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Avatar for flyte-bot from gravatar.com flyte-bot

Credits

Author: flyteorg

License

Apache Software License (apache2)

Requires

Python >=3.9

Classifiers

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