Package org.neo4j.gds.ml.pipeline

Interface Pipeline<FEATURE_STEP extends FeatureStep>

All Superinterfaces:

org.neo4j.gds.config.ToMapConvertible

All Known Implementing Classes:

LinkPredictionPredictPipeline, LinkPredictionTrainingPipeline, NodeClassificationTrainingPipeline, NodePropertyPredictPipeline, NodePropertyTrainingPipeline, NodeRegressionTrainingPipeline, TrainingPipeline

public interface Pipeline<FEATURE_STEP extends FeatureStep>
extends org.neo4j.gds.config.ToMapConvertible

Method Summary

Modifier and Type	Method	Description
default java.util.List<java.lang.String>	featureProperties()
default java.util.Set<java.lang.String>	featurePropertiesMissingFromGraph(org.neo4j.gds.api.GraphStore graphStore, java.util.Collection<org.neo4j.gds.NodeLabel> nodeLabels)
java.util.List<FEATURE_STEP>	featureSteps()
static java.lang.IllegalArgumentException	missingNodePropertiesFromFeatureSteps(java.util.Set<java.lang.String> invalidProperties)
java.util.List<ExecutableNodePropertyStep>	nodePropertySteps()
void	specificValidateBeforeExecution(org.neo4j.gds.api.GraphStore graphStore)
default void	validateBeforeExecution(org.neo4j.gds.api.GraphStore graphStore, java.util.Collection<org.neo4j.gds.NodeLabel> nodeLabels)
default void	validateFeatureProperties(org.neo4j.gds.api.GraphStore graphStore, java.util.Collection<org.neo4j.gds.NodeLabel> nodeLabels)

Methods inherited from interface org.neo4j.gds.config.ToMapConvertible

toMap

Method Detail

nodePropertySteps

java.util.List<ExecutableNodePropertyStep> nodePropertySteps()

featureSteps

java.util.List<FEATURE_STEP> featureSteps()

featureProperties

default java.util.List<java.lang.String> featureProperties()

validateBeforeExecution

default void validateBeforeExecution(org.neo4j.gds.api.GraphStore graphStore,
                                     java.util.Collection<org.neo4j.gds.NodeLabel> nodeLabels)

specificValidateBeforeExecution

void specificValidateBeforeExecution(org.neo4j.gds.api.GraphStore graphStore)

validateFeatureProperties

default void validateFeatureProperties(org.neo4j.gds.api.GraphStore graphStore,
                                       java.util.Collection<org.neo4j.gds.NodeLabel> nodeLabels)

featurePropertiesMissingFromGraph

default java.util.Set<java.lang.String> featurePropertiesMissingFromGraph(org.neo4j.gds.api.GraphStore graphStore,
                                                                          java.util.Collection<org.neo4j.gds.NodeLabel> nodeLabels)

missingNodePropertiesFromFeatureSteps

static java.lang.IllegalArgumentException missingNodePropertiesFromFeatureSteps(java.util.Set<java.lang.String> invalidProperties)