google_cloud_pipeline_components
google-cloud-pipeline-components-1.0.36
Contents:
google_cloud_pipeline_components.aiplatform components
google_cloud_pipeline_components.experimental components
google_cloud_pipeline_components.v1 components
google_cloud_pipeline_components
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A
AutoMLForecastingTrainingJobRunOp() (in module google_cloud_pipeline_components.aiplatform)
AutoMLImageTrainingJobRunOp() (in module google_cloud_pipeline_components.aiplatform)
AutoMLTabularTrainingJobRunOp() (in module google_cloud_pipeline_components.aiplatform)
AutoMLTextTrainingJobRunOp() (in module google_cloud_pipeline_components.aiplatform)
AutoMLVideoTrainingJobRunOp() (in module google_cloud_pipeline_components.aiplatform)
B
BigqueryCreateModelJobOp() (in module google_cloud_pipeline_components.experimental.bigquery)
(in module google_cloud_pipeline_components.v1.bigquery)
BigqueryDetectAnomaliesModelJobOp() (in module google_cloud_pipeline_components.experimental.bigquery)
(in module google_cloud_pipeline_components.v1.bigquery)
BigqueryDropModelJobOp() (in module google_cloud_pipeline_components.experimental.bigquery)
(in module google_cloud_pipeline_components.v1.bigquery)
BigqueryEvaluateModelJobOp() (in module google_cloud_pipeline_components.experimental.bigquery)
(in module google_cloud_pipeline_components.v1.bigquery)
BigqueryExplainForecastModelJobOp() (in module google_cloud_pipeline_components.experimental.bigquery)
(in module google_cloud_pipeline_components.v1.bigquery)
BigqueryExplainPredictModelJobOp() (in module google_cloud_pipeline_components.experimental.bigquery)
(in module google_cloud_pipeline_components.v1.bigquery)
BigqueryExportModelJobOp() (in module google_cloud_pipeline_components.experimental.bigquery)
(in module google_cloud_pipeline_components.v1.bigquery)
BigqueryForecastModelJobOp() (in module google_cloud_pipeline_components.experimental.bigquery)
(in module google_cloud_pipeline_components.v1.bigquery)
BigqueryMLAdvancedWeightsJobOp() (in module google_cloud_pipeline_components.experimental.bigquery)
(in module google_cloud_pipeline_components.v1.bigquery)
BigqueryMLArimaCoefficientsJobOp() (in module google_cloud_pipeline_components.experimental.bigquery)
(in module google_cloud_pipeline_components.v1.bigquery)
BigqueryMLArimaEvaluateJobOp() (in module google_cloud_pipeline_components.experimental.bigquery)
(in module google_cloud_pipeline_components.v1.bigquery)
BigqueryMLCentroidsJobOp() (in module google_cloud_pipeline_components.experimental.bigquery)
(in module google_cloud_pipeline_components.v1.bigquery)
BigqueryMLConfusionMatrixJobOp() (in module google_cloud_pipeline_components.experimental.bigquery)
(in module google_cloud_pipeline_components.v1.bigquery)
BigqueryMLFeatureImportanceJobOp() (in module google_cloud_pipeline_components.experimental.bigquery)
(in module google_cloud_pipeline_components.v1.bigquery)
BigqueryMLFeatureInfoJobOp() (in module google_cloud_pipeline_components.experimental.bigquery)
(in module google_cloud_pipeline_components.v1.bigquery)
BigqueryMLGlobalExplainJobOp() (in module google_cloud_pipeline_components.experimental.bigquery)
(in module google_cloud_pipeline_components.v1.bigquery)
BigqueryMLPrincipalComponentInfoJobOp() (in module google_cloud_pipeline_components.experimental.bigquery)
(in module google_cloud_pipeline_components.v1.bigquery)
BigqueryMLPrincipalComponentsJobOp() (in module google_cloud_pipeline_components.experimental.bigquery)
(in module google_cloud_pipeline_components.v1.bigquery)
BigqueryMLRecommendJobOp() (in module google_cloud_pipeline_components.experimental.bigquery)
(in module google_cloud_pipeline_components.v1.bigquery)
BigqueryMLReconstructionLossJobOp() (in module google_cloud_pipeline_components.experimental.bigquery)
(in module google_cloud_pipeline_components.v1.bigquery)
BigqueryMLRocCurveJobOp() (in module google_cloud_pipeline_components.experimental.bigquery)
(in module google_cloud_pipeline_components.v1.bigquery)
BigqueryMLTrainingInfoJobOp() (in module google_cloud_pipeline_components.experimental.bigquery)
(in module google_cloud_pipeline_components.v1.bigquery)
BigqueryMLTrialInfoJobOp() (in module google_cloud_pipeline_components.experimental.bigquery)
(in module google_cloud_pipeline_components.v1.bigquery)
BigqueryMLWeightsJobOp() (in module google_cloud_pipeline_components.experimental.bigquery)
(in module google_cloud_pipeline_components.v1.bigquery)
BigqueryPredictModelJobOp() (in module google_cloud_pipeline_components.experimental.bigquery)
(in module google_cloud_pipeline_components.v1.bigquery)
BigqueryQueryJobOp() (in module google_cloud_pipeline_components.experimental.bigquery)
(in module google_cloud_pipeline_components.v1.bigquery)
C
create_custom_training_job_from_component() (in module google_cloud_pipeline_components.v1.custom_job)
create_custom_training_job_op_from_component() (in module google_cloud_pipeline_components.v1.custom_job)
CustomContainerTrainingJobRunOp() (in module google_cloud_pipeline_components.aiplatform)
CustomPythonPackageTrainingJobRunOp() (in module google_cloud_pipeline_components.aiplatform)
CustomTrainingJobOp() (in module google_cloud_pipeline_components.experimental.custom_job)
(in module google_cloud_pipeline_components.v1.custom_job)
CvTrainerOp() (in module google_cloud_pipeline_components.experimental.automl.tabular)
D
DataflowPythonJobOp() (in module google_cloud_pipeline_components.experimental.dataflow)
(in module google_cloud_pipeline_components.v1.dataflow)
DataprocPySparkBatchOp() (in module google_cloud_pipeline_components.experimental.dataproc)
(in module google_cloud_pipeline_components.v1.dataproc)
DataprocSparkBatchOp() (in module google_cloud_pipeline_components.experimental.dataproc)
(in module google_cloud_pipeline_components.v1.dataproc)
DataprocSparkRBatchOp() (in module google_cloud_pipeline_components.experimental.dataproc)
(in module google_cloud_pipeline_components.v1.dataproc)
DataprocSparkSqlBatchOp() (in module google_cloud_pipeline_components.experimental.dataproc)
(in module google_cloud_pipeline_components.v1.dataproc)
E
EndpointCreateOp() (in module google_cloud_pipeline_components.aiplatform)
(in module google_cloud_pipeline_components.v1.endpoint)
EndpointDeleteOp() (in module google_cloud_pipeline_components.aiplatform)
EnsembleOp() (in module google_cloud_pipeline_components.experimental.automl.tabular)
EvaluationDataSamplerOp() (in module google_cloud_pipeline_components.experimental.evaluation)
F
FeatureSelectionOp() (in module google_cloud_pipeline_components.experimental.automl.tabular)
FeatureTransformEngineOp() (in module google_cloud_pipeline_components.experimental.automl.tabular)
FinalizerOp() (in module google_cloud_pipeline_components.experimental.automl.tabular)
ForecastingPrepareDataForTrainOp() (in module google_cloud_pipeline_components.experimental.forecasting)
ForecastingPreprocessingOp() (in module google_cloud_pipeline_components.experimental.forecasting)
ForecastingValidationOp() (in module google_cloud_pipeline_components.experimental.forecasting)
G
generate_component_file() (in module google_cloud_pipeline_components.experimental.tensorflow_probability.anomaly_detection.tfp_anomaly_detection)
get_automl_tabular_feature_selection_pipeline_and_parameters() (in module google_cloud_pipeline_components.experimental.automl.tabular.utils)
get_automl_tabular_pipeline_and_parameters() (in module google_cloud_pipeline_components.experimental.automl.tabular.utils)
get_bqml_arima_predict_pipeline_and_parameters() (in module google_cloud_pipeline_components.experimental.automl.forecasting.utils)
get_bqml_arima_train_pipeline_and_parameters() (in module google_cloud_pipeline_components.experimental.automl.forecasting.utils)
get_builtin_algorithm_hyperparameter_tuning_job_pipeline_and_parameters() (in module google_cloud_pipeline_components.experimental.automl.tabular.utils)
get_default_pipeline_and_parameters() (in module google_cloud_pipeline_components.experimental.automl.tabular.utils)
get_distill_skip_evaluation_pipeline_and_parameters() (in module google_cloud_pipeline_components.experimental.automl.tabular.utils)
get_feature_selection_pipeline_and_parameters() (in module google_cloud_pipeline_components.experimental.automl.tabular.utils)
get_model_comparison_pipeline_and_parameters() (in module google_cloud_pipeline_components.experimental.automl.tabular.utils)
get_prophet_prediction_pipeline_and_parameters() (in module google_cloud_pipeline_components.experimental.automl.forecasting.utils)
get_prophet_train_pipeline_and_parameters() (in module google_cloud_pipeline_components.experimental.automl.forecasting.utils)
get_skip_architecture_search_pipeline_and_parameters() (in module google_cloud_pipeline_components.experimental.automl.tabular.utils)
get_skip_evaluation_pipeline_and_parameters() (in module google_cloud_pipeline_components.experimental.automl.tabular.utils)
get_tabnet_hyperparameter_tuning_job_pipeline_and_parameters() (in module google_cloud_pipeline_components.experimental.automl.tabular.utils)
get_tabnet_study_spec_parameters_override() (in module google_cloud_pipeline_components.experimental.automl.tabular.utils)
get_tabnet_trainer_pipeline_and_parameters() (in module google_cloud_pipeline_components.experimental.automl.tabular.utils)
get_wide_and_deep_hyperparameter_tuning_job_pipeline_and_parameters() (in module google_cloud_pipeline_components.experimental.automl.tabular.utils)
get_wide_and_deep_study_spec_parameters_override() (in module google_cloud_pipeline_components.experimental.automl.tabular.utils)
get_wide_and_deep_trainer_pipeline_and_parameters() (in module google_cloud_pipeline_components.experimental.automl.tabular.utils)
get_xgboost_hyperparameter_tuning_job_pipeline_and_parameters() (in module google_cloud_pipeline_components.experimental.automl.tabular.utils)
get_xgboost_study_spec_parameters_override() (in module google_cloud_pipeline_components.experimental.automl.tabular.utils)
get_xgboost_trainer_pipeline_and_parameters() (in module google_cloud_pipeline_components.experimental.automl.tabular.utils)
GetBestHyperparametersOp() (in module google_cloud_pipeline_components.experimental.hyperparameter_tuning_job)
GetBestTrialOp() (in module google_cloud_pipeline_components.experimental.hyperparameter_tuning_job)
GetHyperparametersOp() (in module google_cloud_pipeline_components.experimental.hyperparameter_tuning_job)
GetTrialsOp() (in module google_cloud_pipeline_components.experimental.hyperparameter_tuning_job)
GetVertexModelOp() (in module google_cloud_pipeline_components.experimental.evaluation)
GetWorkerPoolSpecsOp() (in module google_cloud_pipeline_components.experimental.hyperparameter_tuning_job)
google_cloud_pipeline_components.aiplatform
module
google_cloud_pipeline_components.experimental.automl.forecasting
module
google_cloud_pipeline_components.experimental.automl.forecasting.utils
module
google_cloud_pipeline_components.experimental.automl.tabular
module
google_cloud_pipeline_components.experimental.automl.tabular.utils
module
google_cloud_pipeline_components.experimental.bigquery
module
google_cloud_pipeline_components.experimental.custom_job
module
google_cloud_pipeline_components.experimental.dataflow
module
google_cloud_pipeline_components.experimental.dataproc
module
google_cloud_pipeline_components.experimental.evaluation
module
google_cloud_pipeline_components.experimental.forecasting
module
google_cloud_pipeline_components.experimental.hyperparameter_tuning_job
module
google_cloud_pipeline_components.experimental.tensorflow_probability.anomaly_detection.tfp_anomaly_detection
module
google_cloud_pipeline_components.experimental.vertex_notification_email
module
google_cloud_pipeline_components.experimental.wait_gcp_resources
module
google_cloud_pipeline_components.v1.batch_predict_job
module
google_cloud_pipeline_components.v1.bigquery
module
google_cloud_pipeline_components.v1.custom_job
module
google_cloud_pipeline_components.v1.dataflow
module
google_cloud_pipeline_components.v1.dataproc
module
google_cloud_pipeline_components.v1.dataset
module
google_cloud_pipeline_components.v1.endpoint
module
google_cloud_pipeline_components.v1.hyperparameter_tuning_job
module
google_cloud_pipeline_components.v1.model
module
google_cloud_pipeline_components.v1.vertex_notification_email
module
google_cloud_pipeline_components.v1.wait_gcp_resources
module
H
HyperparameterTuningJobRunOp() (in module google_cloud_pipeline_components.experimental.hyperparameter_tuning_job)
(in module google_cloud_pipeline_components.v1.hyperparameter_tuning_job)
I
ImageDatasetCreateOp() (in module google_cloud_pipeline_components.aiplatform)
(in module google_cloud_pipeline_components.v1.dataset)
ImageDatasetExportDataOp() (in module google_cloud_pipeline_components.aiplatform)
(in module google_cloud_pipeline_components.v1.dataset)
ImageDatasetImportDataOp() (in module google_cloud_pipeline_components.aiplatform)
(in module google_cloud_pipeline_components.v1.dataset)
InfraValidatorOp() (in module google_cloud_pipeline_components.experimental.automl.tabular)
input_dictionary_to_parameter() (in module google_cloud_pipeline_components.experimental.automl.tabular.utils)
IsMetricBeyondThresholdOp() (in module google_cloud_pipeline_components.experimental.hyperparameter_tuning_job)
M
ModelBatchPredictOp() (in module google_cloud_pipeline_components.aiplatform)
(in module google_cloud_pipeline_components.v1.batch_predict_job)
ModelDeleteOp() (in module google_cloud_pipeline_components.aiplatform)
ModelDeployOp() (in module google_cloud_pipeline_components.aiplatform)
(in module google_cloud_pipeline_components.v1.endpoint)
ModelEvaluationClassificationOp() (in module google_cloud_pipeline_components.experimental.evaluation)
ModelEvaluationFeatureAttributionOp() (in module google_cloud_pipeline_components.experimental.evaluation)
ModelEvaluationForecastingOp() (in module google_cloud_pipeline_components.experimental.evaluation)
ModelEvaluationOp() (in module google_cloud_pipeline_components.experimental.evaluation)
ModelEvaluationRegressionOp() (in module google_cloud_pipeline_components.experimental.evaluation)
ModelExportOp() (in module google_cloud_pipeline_components.aiplatform)
(in module google_cloud_pipeline_components.v1.model)
ModelImportEvaluationOp() (in module google_cloud_pipeline_components.experimental.evaluation)
ModelUndeployOp() (in module google_cloud_pipeline_components.aiplatform)
ModelUploadOp() (in module google_cloud_pipeline_components.aiplatform)
(in module google_cloud_pipeline_components.v1.model)
module
google_cloud_pipeline_components.aiplatform
google_cloud_pipeline_components.experimental.automl.forecasting
google_cloud_pipeline_components.experimental.automl.forecasting.utils
google_cloud_pipeline_components.experimental.automl.tabular
google_cloud_pipeline_components.experimental.automl.tabular.utils
google_cloud_pipeline_components.experimental.bigquery
google_cloud_pipeline_components.experimental.custom_job
google_cloud_pipeline_components.experimental.dataflow
google_cloud_pipeline_components.experimental.dataproc
google_cloud_pipeline_components.experimental.evaluation
google_cloud_pipeline_components.experimental.forecasting
google_cloud_pipeline_components.experimental.hyperparameter_tuning_job
google_cloud_pipeline_components.experimental.tensorflow_probability.anomaly_detection.tfp_anomaly_detection
google_cloud_pipeline_components.experimental.vertex_notification_email
google_cloud_pipeline_components.experimental.wait_gcp_resources
google_cloud_pipeline_components.v1.batch_predict_job
google_cloud_pipeline_components.v1.bigquery
google_cloud_pipeline_components.v1.custom_job
google_cloud_pipeline_components.v1.dataflow
google_cloud_pipeline_components.v1.dataproc
google_cloud_pipeline_components.v1.dataset
google_cloud_pipeline_components.v1.endpoint
google_cloud_pipeline_components.v1.hyperparameter_tuning_job
google_cloud_pipeline_components.v1.model
google_cloud_pipeline_components.v1.vertex_notification_email
google_cloud_pipeline_components.v1.wait_gcp_resources
S
serialize_metrics() (in module google_cloud_pipeline_components.experimental.hyperparameter_tuning_job)
(in module google_cloud_pipeline_components.v1.hyperparameter_tuning_job)
serialize_parameters() (in module google_cloud_pipeline_components.experimental.hyperparameter_tuning_job)
(in module google_cloud_pipeline_components.v1.hyperparameter_tuning_job)
SplitMaterializedDataOp() (in module google_cloud_pipeline_components.experimental.automl.tabular)
Stage1TunerOp() (in module google_cloud_pipeline_components.experimental.automl.tabular)
StatsAndExampleGenOp() (in module google_cloud_pipeline_components.experimental.automl.tabular)
T
TabNetHyperparameterTuningJobOp() (in module google_cloud_pipeline_components.experimental.automl.tabular)
TabNetTrainerOp() (in module google_cloud_pipeline_components.experimental.automl.tabular)
TabularDatasetCreateOp() (in module google_cloud_pipeline_components.aiplatform)
(in module google_cloud_pipeline_components.v1.dataset)
TabularDatasetExportDataOp() (in module google_cloud_pipeline_components.aiplatform)
(in module google_cloud_pipeline_components.v1.dataset)
TargetFieldDataRemoverOp() (in module google_cloud_pipeline_components.experimental.evaluation)
TextDatasetCreateOp() (in module google_cloud_pipeline_components.aiplatform)
(in module google_cloud_pipeline_components.v1.dataset)
TextDatasetExportDataOp() (in module google_cloud_pipeline_components.aiplatform)
(in module google_cloud_pipeline_components.v1.dataset)
TextDatasetImportDataOp() (in module google_cloud_pipeline_components.aiplatform)
(in module google_cloud_pipeline_components.v1.dataset)
tfp_anomaly_detection() (in module google_cloud_pipeline_components.experimental.tensorflow_probability.anomaly_detection.tfp_anomaly_detection)
TimeSeriesDatasetCreateOp() (in module google_cloud_pipeline_components.aiplatform)
(in module google_cloud_pipeline_components.v1.dataset)
TimeSeriesDatasetExportDataOp() (in module google_cloud_pipeline_components.aiplatform)
(in module google_cloud_pipeline_components.v1.dataset)
TrainingConfiguratorAndValidatorOp() (in module google_cloud_pipeline_components.experimental.automl.tabular)
TransformOp() (in module google_cloud_pipeline_components.experimental.automl.tabular)
V
VertexNotificationEmailOp() (in module google_cloud_pipeline_components.experimental.vertex_notification_email)
(in module google_cloud_pipeline_components.v1.vertex_notification_email)
VideoDatasetCreateOp() (in module google_cloud_pipeline_components.aiplatform)
(in module google_cloud_pipeline_components.v1.dataset)
VideoDatasetExportDataOp() (in module google_cloud_pipeline_components.aiplatform)
(in module google_cloud_pipeline_components.v1.dataset)
VideoDatasetImportDataOp() (in module google_cloud_pipeline_components.aiplatform)
(in module google_cloud_pipeline_components.v1.dataset)
W
WaitGcpResourcesOp() (in module google_cloud_pipeline_components.experimental.wait_gcp_resources)
(in module google_cloud_pipeline_components.v1.wait_gcp_resources)
WideAndDeepHyperparameterTuningJobOp() (in module google_cloud_pipeline_components.experimental.automl.tabular)
WideAndDeepTrainerOp() (in module google_cloud_pipeline_components.experimental.automl.tabular)
X
XGBoostHyperparameterTuningJobOp() (in module google_cloud_pipeline_components.experimental.automl.tabular)
XGBoostTrainerOp() (in module google_cloud_pipeline_components.experimental.automl.tabular)
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