kfp 2.7.0

Kubeflow Pipelines SDK

Stars: 3428, Watchers: 3428, Forks: 1540, Open Issues: 619

The kubeflow/pipelines repo was created 5 years ago and the last code push was an hour ago.
The project is very popular with an impressive 3428 github stars!

How to Install kfp

You can install kfp using pip

pip install kfp

or add it to a project with poetry

poetry add kfp

Package Details

Author

The Kubeflow Authors

License

Homepage

https://github.com/kubeflow/pipelines

PyPi:

https://pypi.org/project/kfp/

Documentation:

https://kubeflow-pipelines.readthedocs.io/en/stable/

GitHub Repo:

https://github.com/kubeflow/pipelines

Classifiers

• Scientific/Engineering
• Scientific/Engineering/Artificial Intelligence
• Software Development
• Software Development/Libraries
• Software Development/Libraries/Python Modules

Related Packages

Errors

A list of common kfp errors.

Code Examples

Here are some kfp code examples and snippets.

GitHub Issues

The kfp package has 619 open issues on GitHub

• [backend] Executor v2 : incorrect use of 0644 file mask when creating local dirs while retrieving artifacts from object storage ?
• fix(backend): set correct permissions for local directory
• chore(backend): Check for forbidden license during image build and in presubmit
• Using transfer-learning on pipeline
• chore(deps): bump node-fetch from 2.6.1 to 2.6.7 in /frontend/server
• feat(component): Adds Vertex Pipelines notification email component.
• feat(components): update model upload component to accept the unmanaged model artifact
• [sdk] KFP Compiler doesn't propagate ParallelFor inputs
• [feature] Allow user to specify which input parameters to use in cache key
• fix(backend): AIP-5634: Add in LRU cache and temp file rotation for metadata-writer. Relates to #4347
• [frontend] Unable to upload pipeline by URL in KF 1.4
• [feature] integrate with Lightning ecosystem CI
• Does Kubeflow pipelines support Sensor component?
• chore(deps): bump nanoid from 3.1.30 to 3.2.0 in /frontend
• Internal change

See more issues on GitHub