google-cloud-pipeline-components

v2.17.0

This SDK enables a set of First Party (Google owned) pipeline components that allow users to take their experience from Vertex AI SDK and other Google Cloud services and create a corresponding pipeline using KFP or Managed Pipelines. For more information about how to use this package see README

Latest version published 2 months ago

License: Apache-2.0

PyPI

GitHub

Package Health Score

91 / 100

security
No known security issues
popularity
Influential project
maintenance
Healthy
community
Active

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stage
33

Popularity

Influential project

GitHub Stars: 3.62K
Forks: 1.63K
Contributors: 400

Direct Usage Popularity

Based on project statistics from the GitHub repository for the PyPI package google-cloud-pipeline-components, we found that it has been starred 3,622 times.

Security

No known security issues

Security and license risk for latest version

Release Date: Sep 16, 2024
Direct Vulnerabilities: 0
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0
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Indirect Vulnerabilities: 0
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0
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License Risk: 0
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All security vulnerabilities belong to production dependencies of direct and indirect packages.

License

Apache-2.0

Security Policy

Yes

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Maintenance

Healthy

Commit Frequency

Open Issues: 197
Open PR: 75
Last Release: 2 months ago
Last Commit: 17 hours ago

Further analysis of the maintenance status of google-cloud-pipeline-components based on released PyPI versions cadence, the repository activity, and other data points determined that its maintenance is Healthy.

We found that google-cloud-pipeline-components demonstrates a positive version release cadence with at least one new version released in the past 3 months.

As a healthy sign for on-going project maintenance, we found that the GitHub repository had at least 1 pull request or issue interacted with by the community.

Community

Active

Readme: Yes
Contributing.md: Yes
Code of Conduct: No
Contributors: 400
Funding: No

A good and healthy external contribution signal for google-cloud-pipeline-components project, which invites more than one hundred open source maintainers to collaborate on the repository.

We found a way for you to contribute to the project! Looks like google-cloud-pipeline-components is missing a Code of Conduct.

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Package

Python Versions Compatibility: <3.12.0,>=3.8.0

Age: 4 years
Latest Release: 2 months ago
Dependencies: 0 Direct
Versions: 99
Maintainers: 1
Wheels: OS Independent

Readme

Google Cloud Pipeline Components

Google Cloud Pipeline Components (GCPC) provides predefined KFP components that can be run on Google Cloud Vertex AI Pipelines and other KFP-conformant pipeline execution backends. You can compose the components together into pipelines using the Kubeflow Pipelines SDK.

Documentation

User documentation

Please see the Google Cloud Pipeline Components user guide.

API documentation

Please see the Google Cloud Pipeline Components API reference documentation.

Release details

For details about previous and upcoming releases, please see the release notes.

Examples

Installation

Requirements

Python >= 3.7
A Google Cloud project with the Vertex API enabled.
An authenticated GCP account

Install latest release

Use the following command to install Google Cloud Pipeline Components from PyPI.

pip install -U google-cloud-pipeline-components

FAQs

What is google-cloud-pipeline-components?

This SDK enables a set of First Party (Google owned) pipeline components that allow users to take their experience from... Visit Snyk Advisor to see a full health score report for google-cloud-pipeline-components, including popularity, security, maintenance & community analysis.

Is google-cloud-pipeline-components popular?

The python package google-cloud-pipeline-components receives a total of 156,969 weekly downloads. As such, google-cloud-pipeline-components popularity was classified as an influential project. Visit the popularity section on Snyk Advisor to see the full health analysis.

Is google-cloud-pipeline-components well maintained?

We found that google-cloud-pipeline-components demonstrated a healthy version release cadence and project activity. It has a community of 400 open source contributors collaborating on the project. See the full package health analysis to learn more about the package maintenance status.

Is google-cloud-pipeline-components safe to use?

The python package google-cloud-pipeline-components was scanned for known vulnerabilities and missing license, and no issues were found. Thus the package was deemed as safe to use. See the full health analysis review.

Last updated on 26 November-2024, at 03:00 (UTC).

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