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.
Project Links
Meta
Author: The Google Cloud Pipeline Components authors
Requires Python: >=3.8.0
Classifiers
Development Status
- 4 - Beta
Operating System
- Unix
- MacOS
Intended Audience
- Developers
- Education
- Science/Research
License
- OSI Approved :: Apache Software License
Programming Language
- Python :: 3
- Python :: 3.8
- Python :: 3.9
- Python :: 3.10
- Python :: 3.11
- Python :: 3.12
- Python :: 3.13
Topic
- Scientific/Engineering
- Scientific/Engineering :: Artificial Intelligence
- Software Development
- Software Development :: Libraries
- Software Development :: Libraries :: Python Modules
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
- Train an image classification model using Vertex AI AutoML.
- Train a classification model using tabular data and Vertex AI AutoML.
- Train a linear regression model using tabular data and Vertex AI AutoML.
- Use the Google Cloud pipeline components to upload and deploy a model.
Installation
Requirements
Install latest release
Use the following command to install Google Cloud Pipeline Components from PyPI.
pip install -U google-cloud-pipeline-components
2.21.0
Sep 25, 2025
2.20.1
Jun 23, 2025
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1.0.45
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1.0.5.dev0
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1.0.3
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1.0.2
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1.0.1
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1.0.0
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1.0.dev2
Oct 20, 2021
0.3.1
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0.3.0
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0.2.6
Feb 04, 2022
0.2.5
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0.2.4
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0.2.3
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0.2.2
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0.2.1
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0.2.0
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0.1.9
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0.1.9.dev0
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0.1.8
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0.1.8.dev0
Oct 20, 2021
0.1.7
Sep 20, 2021
0.1.6
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0.1.5
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0.1.4
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0.1.3
Jul 09, 2021
0.1.2
Jun 18, 2021
0.1.1
May 20, 2021
0.1.0
May 13, 2021
