kfp 2.7.0

Kubeflow Pipelines SDK

Stars: 3457, Watchers: 3457, Forks: 1552, Open Issues: 530

The kubeflow/pipelines repo was created 6 years ago and the last code push was 6 hours ago.
The project is very popular with an impressive 3457 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 530 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