google-cloud-pipeline-components

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.

Apache License 2.0 105 个版本 Python >=3.8.0

The Google Cloud Pipeline Components authors <google-cloud-pipeline-components@google.com>

主页

Homepage

Reference Documentation

Release Notes

Source

User Documentation

安装

pip install google-cloud-pipeline-components

poetry add google-cloud-pipeline-components

pipenv install google-cloud-pipeline-components

conda install google-cloud-pipeline-components

描述

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

分类

Development Status :: 4 - Beta Intended Audience :: Developers Intended Audience :: Education Intended Audience :: Science/Research License :: OSI Approved :: Apache Software License Operating System :: MacOS Operating System :: Unix Programming Language :: Python :: 3 Programming Language :: Python :: 3.10 Programming Language :: Python :: 3.11 Programming Language :: Python :: 3.12 Programming Language :: Python :: 3.13 Programming Language :: Python :: 3.8 Programming Language :: Python :: 3.9 Topic :: Scientific/Engineering Topic :: Scientific/Engineering :: Artificial Intelligence Topic :: Software Development Topic :: Software Development :: Libraries Topic :: Software Development :: Libraries :: Python Modules

版本列表

2.22.0 2025-11-10

2.21.0 2025-09-25

2.20.1 2025-06-23

2.20.0 2025-04-29

2.19.0 2025-02-13

2.18.0 2024-12-04

2.17.0 2024-09-16

2.16.1 2024-08-17

2.16.0 2024-08-09

2.15.0 2024-06-27

2.14.1 2024-05-17

2.14.0 2024-04-26

2.13.1 2024-04-04

2.13.0 2024-04-01

2.12.0 2024-03-28

2.11.0 2024-03-19

2.10.0 2024-02-23

2.9.0 2024-01-25

2.8.0 2023-12-14

2.7.0 2023-12-13

2.6.0 2023-11-15

2.5.0 2023-10-20

2.4.1 2023-10-03

2.4.0 2023-09-29

2.3.1 2023-09-11

2.3.0 2023-08-20

2.2.0 2023-08-15

2.1.1 2023-08-08

2.1.0 2023-07-13

2.0.0 2023-06-20

2.0.0b5 2023-06-13

2.0.0b4 2023-05-26

2.0.0b3 2023-05-06

2.0.0b2 2023-04-28

2.0.0b1 2023-03-07

2.0.0b0 2023-01-18

1.0.45 2023-10-02

1.0.44 2023-05-26

1.0.43 2023-05-09

1.0.42 2023-04-06

1.0.41 2023-03-23

1.0.40 2023-03-07

1.0.39 2023-02-15

1.0.38 2023-02-02

1.0.37 2023-02-01

1.0.36 2023-01-25

1.0.35 2023-01-24

1.0.34 2023-01-23

1.0.33 2023-01-12

1.0.32 2022-12-21

1.0.31 2022-12-17

1.0.30 2022-12-15

1.0.29 2022-12-06

1.0.28 2022-11-30

1.0.27 2022-11-17

1.0.26 2022-10-26

1.0.25 2022-10-12

1.0.24 2022-09-30

1.0.23 2022-09-22

1.0.22 2022-09-19

1.0.21 2022-09-14

1.0.20 2022-09-08

1.0.19 2022-09-02

1.0.18 2022-08-25

1.0.17 2022-08-16

1.0.16 2022-07-28

1.0.15 2022-07-21

1.0.14 2022-07-13

1.0.13 2022-07-01

1.0.12 2022-06-30

1.0.11 2022-06-28

1.0.10 2022-06-22

1.0.9 2022-06-13

1.0.8 2022-05-31

1.0.7 2022-05-16

1.0.6 2022-05-10

1.0.5 2022-04-22

1.0.5.dev0 2022-04-22

1.0.4 2022-04-18

1.0.3 2022-04-11

1.0.2 2022-04-04

1.0.1 2022-03-11

1.0.0 2022-02-26

1.0.dev2 2021-10-20

0.3.1 2022-02-17

0.3.0 2022-02-14

0.2.6 2022-02-04

0.2.5 2022-02-04

0.2.4 2022-02-04

0.2.3 2022-02-04

0.2.2 2022-01-21

0.2.1 2021-12-17

0.2.0 2021-11-05

0.1.9 2021-10-29

0.1.9.dev0 2021-10-20

0.1.8 2021-10-20

0.1.8.dev0 2021-10-20

0.1.7 2021-09-20

0.1.6 2021-09-02

0.1.5 2021-08-17

0.1.4 2021-08-06

0.1.3 2021-07-09

0.1.2 2021-06-18

0.1.1 2021-05-20

0.1.0 2021-05-13