BigQuery ML components orchestrate tasks associated with BigQuery ML operations. See BigQuery ML documentation.
BigQuery ML operators
The Google Cloud Pipeline Components SDK includes the following operators related to BigQuery ML resources:
-
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
API reference
For component reference, see the Google Cloud Pipeline Components SDK reference for BigQuery ML components.
Tutorial
Version history and release notes
To learn more about the version history and changes to the Google Cloud Pipeline Components SDK, see the Google Cloud Pipeline Components SDK Release Notes.
Technical support contacts
If you have any questions, reach out to bqml-feedback@google.com.