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-1.12.0b1.tar.gz (5.3 kB view details)

Uploaded Source

Built Distribution

If you're not sure about the file name format, learn more about wheel file names.

flytekitplugins_dask-1.12.0b1-py3-none-any.whl (5.4 kB view details)

Uploaded Python 3

File details

Details for the file flytekitplugins-dask-1.12.0b1.tar.gz.

File metadata

  • Download URL: flytekitplugins-dask-1.12.0b1.tar.gz
  • Upload date:
  • Size: 5.3 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/5.0.0 CPython/3.12.2

File hashes

Hashes for flytekitplugins-dask-1.12.0b1.tar.gz
Algorithm Hash digest
SHA256 663e482a76173fc8c6c1acbc1444e6bb9dc9fd4b510bfb45a98e6f9d5398c64d
MD5 2402405ccc6761f251d20cebb7c55330
BLAKE2b-256 99200ca8920df57dbfde42a6278a493907c11304f9f4eb872228468400f982f7

See more details on using hashes here.

File details

Details for the file flytekitplugins_dask-1.12.0b1-py3-none-any.whl.

File metadata

File hashes

Hashes for flytekitplugins_dask-1.12.0b1-py3-none-any.whl
Algorithm Hash digest
SHA256 636720382b9687d44108ca5faa87698e851b44d47c328ccac32397eb032d07e9
MD5 b3238576adba1eb4e2e86776184cd382
BLAKE2b-256 91c82e164cbb499fd2c1b2f86245eff2a21cfc0fdc80abf43803fbb70b5e2dd4

See more details on using hashes here.

Supported by

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