Google Cloud Pipeline Components list

Google Cloud Pipeline Components are released in two stages:

  • Generally available (v1.0 and later)

  • Preview

For more information, see thelaunch stage descriptions.

Generally available (1.0 and later) components

Generally available (GA) Google Cloud Pipeline Components are available in thev1 namespace of the Google Cloud Pipeline Components SDK. These components have a stable interface and are ready to be used in a production environment.

AutoML components

AutoML Forecasting components

The Google Cloud SDK includes the following operators related to AutoML forecasting:

AutoML Tabular components

The Google Cloud SDK includes the following operators related to AutoML tabular:

AutoML Training Job components

The Google Cloud SDK includes the following operators related to AutoML training jobs:

Batch Prediction components

The Google Cloud SDK includes the following operators related to Batch Prediction:

BigQuery ML components

The Google Cloud SDK includes the following operators for creating and executing machine learning models using BigQuery:

Custom Job components

The Google Cloud SDK includes the following operators for running KFP components as Vertex AI Custom Training jobs:

Dataflow components

The Google Cloud SDK includes the following operators related to Dataflow:

Google Cloud Serverless for Apache Spark components

The Google Cloud SDK includes the following operators related to Google Cloud Serverless for Apache Spark:

Dataset components

The Google Cloud SDK includes the following operators for AutoMLdataset resource management:

Endpoint components

The Google Cloud SDK includes the following operators related to model serving endpoints:

Forecasting components

The Google Cloud SDK includes the following operators related to forecasting:

Hyperparameter Tuning components

The Google Cloud SDK includes the following operators related to hyperparameter tuning jobs:

Model components

The Google Cloud SDK includes the following operators for managing models through the Vertex AI Model Registry:

Model evaluation components

The Google Cloud SDK includes the following operators related to model evaluation:

Email notification components

The Google Cloud SDK includes the following operators for managing email notifications:

Components related to wait on resources

The Google Cloud SDK includes the following operator related to waiting on resource creation:

Preview components

Preview

This feature is subject to the "Pre-GA Offerings Terms" in the General Service Terms section of theService Specific Terms. Pre-GA features are available "as is" and might have limited support. For more information, see thelaunch stage descriptions.

Google Cloud Pipeline Components in the Preview stage are available in thepreview namespace of the Google Cloud Pipeline Components SDK.

AutoML components

AutoML Forecasting components

The Google Cloud SDK includes the following preview operators related to AutoML forecasting:

AutoML Tabular components

The Google Cloud SDK includes the following preview operators related to AutoML tabular:

Custom Job components

The Google Cloud SDK includes the following preview operators for running KFP components as Vertex AI Custom Training jobs:

Dataflow components

The Google Cloud SDK includes the following preview operators related to Dataflow:

Large-language model (LLM) components

The Google Cloud SDK includes the following preview operators related to LLMs:

Model evaluation components

The Google Cloud SDK includes the following preview operators related to model evaluation:

What's next

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Last updated 2025-12-15 UTC.