Cloud de Confiance by S3NS Pipeline Components are released in two stages:
Generally available (v1.0 and later)
Preview
For more information, see the launch stage descriptions.
Generally available (1.0 and later) components
Generally available (GA) Cloud de Confiance by S3NS Pipeline Components are available in the v1 namespace of the Cloud de Confiance by S3NS 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 Cloud de Confiance by S3NS SDK includes the following operators related to AutoML forecasting:
AutoML Tabular components
The Cloud de Confiance by S3NS SDK includes the following operators related to AutoML tabular:
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CvTrainerOp -
EnsembleOp -
FinalizerOp -
InfraValidatorOp -
SplitMaterializedDataOp -
Stage1TunerOp -
StatsAndExampleGenOp -
TrainingConfiguratorAndValidatorOp -
TransformOp
AutoML Training Job components
The Cloud de Confiance by S3NS SDK includes the following operators related to AutoML training jobs:
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AutoMLForecastingTrainingJobRunOp -
AutoMLImageTrainingJobRunOp -
AutoMLTabularTrainingJobRunOp -
AutoMLTextTrainingJobRunOp
Batch Prediction components
The Cloud de Confiance by S3NS SDK includes the following operators related to Batch Prediction:
BigQuery ML components
The Cloud de Confiance by S3NS SDK includes the following operators for creating and executing machine learning models using BigQuery:
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BigqueryCreateModelJobOp -
BigqueryDetectAnomaliesModelJobOp -
BigqueryDropModelJobOp -
BigqueryEvaluateModelJobOp -
BigqueryExplainForecastModelJobOp -
BigqueryExplainPredictModelJobOp -
BigqueryExportModelJobOp -
BigqueryForecastModelJobOp -
BigqueryMLAdvancedWeightsJobOp -
BigqueryMLArimaCoefficientsJobOp -
BigqueryMLArimaEvaluateJobOp -
BigqueryMLCentroidsJobOp -
BigqueryMLConfusionMatrixJobOp -
BigqueryMLFeatureImportanceJobOp -
BigqueryMLFeatureInfoJobOp -
BigqueryMLGlobalExplainJobOp -
BigqueryMLPrincipalComponentInfoJobOp -
BigqueryMLPrincipalComponentsJobOp -
BigqueryMLRecommendJobOp -
BigqueryMLReconstructionLossJobOp -
BigqueryMLRocCurveJobOp -
BigqueryMLTrainingInfoJobOp -
BigqueryMLTrialInfoJobOp -
BigqueryMLWeightsJobOp -
BigqueryPredictModelJobOp -
BigqueryQueryJobOp
Custom Job components
The Cloud de Confiance by S3NS SDK includes the following operators for running KFP components as Gemini Enterprise Custom Training jobs:
Dataflow components
The Cloud de Confiance by S3NS SDK includes the following operators related to Dataflow:
Managed Service for Apache Spark components
The Cloud de Confiance by S3NS SDK includes the following operators related to Managed Service for Apache Spark:
Dataset components
The Cloud de Confiance by S3NS SDK includes the following operators for AutoML dataset resource management:
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GetVertexDatasetOp -
ImageDatasetCreateOp -
ImageDatasetExportDataOp -
ImageDatasetImportDataOp -
TabularDatasetCreateOp -
TabularDatasetExportDataOp -
TextDatasetCreateOp -
TextDatasetExportDataOp -
TextDatasetImportDataOp -
TimeSeriesDatasetCreateOp -
TimeSeriesDatasetExportDataOp
Endpoint components
The Cloud de Confiance by S3NS SDK includes the following operators related to model serving endpoints:
Forecasting components
The Cloud de Confiance by S3NS SDK includes the following operators related to forecasting:
Hyperparameter Tuning components
The Cloud de Confiance by S3NS SDK includes the following operators related to hyperparameter tuning jobs:
Model components
The Cloud de Confiance by S3NS SDK includes the following operators for managing models through the Gemini Enterprise Agent Platform Model Registry:
Model evaluation components
The Cloud de Confiance by S3NS SDK includes the following operators related to model evaluation:
Email notification components
The Cloud de Confiance by S3NS SDK includes the following operators for managing email notifications:
Components related to wait on resources
The Cloud de Confiance by S3NS SDK includes the following operator related to waiting on resource creation:
Preview components
Cloud de Confiance by S3NS Pipeline Components in the Preview stage are available in the preview namespace of the Cloud de Confiance by S3NS Pipeline Components SDK.
AutoML components
AutoML Forecasting components
The Cloud de Confiance by S3NS SDK includes the following preview operators related to AutoML forecasting:
AutoML Tabular components
The Cloud de Confiance by S3NS SDK includes the following preview operators related to AutoML tabular:
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AutoFeatureEngineeringOp -
DistillationStageFeatureTransformEngineOp -
FeatureSelectionOp -
FeatureTransformEngineOp -
WideAndDeepHyperparameterTuningJobOp -
WideAndDeepTrainerOp -
XGBoostHyperparameterTuningJobOp -
XGBoostTrainerOp
Custom Job components
The Cloud de Confiance by S3NS SDK includes the following preview operators for running KFP components as Gemini Enterprise API Custom Training jobs:
Dataflow components
The Cloud de Confiance by S3NS SDK includes the following preview operators related to Dataflow:
Large-language model (LLM) components
The Cloud de Confiance by S3NS SDK includes the following preview operators related to LLMs:
Model evaluation components
The Cloud de Confiance by S3NS SDK includes the following preview operators related to model evaluation:
What's next
See the following reference pages for specific Cloud de Confiance by S3NS Pipeline Components information: