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.
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Release files for flytekitplugins-dask 1.16.30
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| File | Size | Uploaded | Provenance | |
|---|---|---|---|---|
| flytekitplugins_dask-1.16.30.tar.gz | 5.4 kB | Without provenance | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| flytekitplugins_dask-1.16.30-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 10.9 kB
Release files / flytekitplugins_dask-1.16.30.tar.gz
| Download URL | flytekitplugins_dask-1.16.30.tar.gz |
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| Size | 5.4 kB |
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Release files / flytekitplugins_dask-1.16.30-py3-none-any.whl
| Download URL | flytekitplugins_dask-1.16.30-py3-none-any.whl |
|---|---|
| Size | 5.4 kB |
| Tags | Python 3 |
|
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