Skip to main content

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

flytekitplugins_dask-1.14.0b3.tar.gz (5.3 kB view details)

Uploaded Source

Built Distribution

flytekitplugins_dask-1.14.0b3-py3-none-any.whl (5.4 kB view details)

Uploaded Python 3

File details

Details for the file flytekitplugins_dask-1.14.0b3.tar.gz.

File metadata

File hashes

Hashes for flytekitplugins_dask-1.14.0b3.tar.gz
Algorithm Hash digest
SHA256 1ef198d334add063afefd9875723e5250ddb7f737f57d2aba577df969e4310aa
MD5 cded27bbb795df537af5ee25ca61be64
BLAKE2b-256 516477728335d6391f075e4d0dc545a83abf1babd1f6e17616fd35d21441ac50

See more details on using hashes here.

File details

Details for the file flytekitplugins_dask-1.14.0b3-py3-none-any.whl.

File metadata

File hashes

Hashes for flytekitplugins_dask-1.14.0b3-py3-none-any.whl
Algorithm Hash digest
SHA256 f303460d624ee9b607dde97a9e77611aba5364d3e72f16b4aaac4a41f26830ed
MD5 024477e0a8146a2a9db16603d3962823
BLAKE2b-256 a981be54e812a5badfcb459caf3c7d5eeb6bf01f3273e85156ad6b1e35a06ff8

See more details on using hashes here.

Supported by

AWS AWS Cloud computing and Security Sponsor Datadog Datadog Monitoring Fastly Fastly CDN Google Google Download Analytics Microsoft Microsoft PSF Sponsor Pingdom Pingdom Monitoring Sentry Sentry Error logging StatusPage StatusPage Status page