Dask plugin for flytekit
Project description
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 details
Release history Release notifications | RSS feed
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
Built Distribution
Hashes for flytekitplugins-dask-1.11.0.tar.gz
Algorithm | Hash digest | |
---|---|---|
SHA256 | 0f9678b23014b6489c938fcc97bbbb40f6c42247dbf34dc7c4d124e4202e7bf3 |
|
MD5 | e4ac178de8df7945cea161c69128eab5 |
|
BLAKE2b-256 | bbfdaab4abaea33ca7417bc35cf6492a915e1074bec609a5c249f781d800d6f5 |
Hashes for flytekitplugins_dask-1.11.0-py3-none-any.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | bdf1d1f380a13dad986343d920c7efe3cd69ba4cb9b249469611b51c3ded4f32 |
|
MD5 | 52aa16942ad6fa7ea06472b4fb6234b6 |
|
BLAKE2b-256 | 1780714a0435ed453243c9a0666205e1b92ce177d3cad51671c69993849df61a |