Package org.neo4j.gds.ml.nodemodels

Class NodeClassificationPredictStreamProc

  • All Implemented Interfaces:
    org.neo4j.gds.executor.AlgorithmSpec<org.neo4j.gds.ml.nodemodels.NodeClassificationPredict,​org.neo4j.gds.ml.nodemodels.logisticregression.NodeClassificationResult,​org.neo4j.gds.ml.nodemodels.NodeClassificationStreamConfig,​java.util.stream.Stream<NodeClassificationStreamResult>,​org.neo4j.gds.AlgorithmFactory<?,​org.neo4j.gds.ml.nodemodels.NodeClassificationPredict,​org.neo4j.gds.ml.nodemodels.NodeClassificationStreamConfig>>
    public class NodeClassificationPredictStreamProc
extends org.neo4j.gds.StreamProc<org.neo4j.gds.ml.nodemodels.NodeClassificationPredict,​org.neo4j.gds.ml.nodemodels.logisticregression.NodeClassificationResult,​NodeClassificationStreamResult,​org.neo4j.gds.ml.nodemodels.NodeClassificationStreamConfig>

    • Field Summary

      Fields 
      Modifier and Type Field Description
      org.neo4j.gds.core.model.ModelCatalog modelCatalog  

      • Fields inherited from class org.neo4j.gds.AlgoBaseProc

        STATS_DESCRIPTION

      • Fields inherited from class org.neo4j.gds.BaseProc

        allocationTracker, api, callContext, ESTIMATE_DESCRIPTION, log, procedureTransaction, taskRegistryFactory, transaction, userLogRegistryFactory, username

    • Method Summary

      All Methods Instance Methods Concrete Methods 
      Modifier and Type Method Description
      org.neo4j.gds.GraphAlgorithmFactory<org.neo4j.gds.ml.nodemodels.NodeClassificationPredict,​org.neo4j.gds.ml.nodemodels.NodeClassificationStreamConfig> algorithmFactory()  
      java.util.stream.Stream<org.neo4j.gds.results.MemoryEstimateResult> estimate​(java.lang.Object graphNameOrConfiguration, java.util.Map<java.lang.String,​java.lang.Object> algoConfiguration)  
      java.util.stream.Stream<NodeClassificationStreamResult> mutate​(java.lang.String graphName, java.util.Map<java.lang.String,​java.lang.Object> configuration)  
      protected org.neo4j.gds.ml.nodemodels.NodeClassificationStreamConfig newConfig​(java.lang.String username, org.neo4j.gds.core.CypherMapWrapper config)  
      protected org.neo4j.gds.api.NodeProperties nodeProperties​(org.neo4j.gds.executor.ComputationResult<org.neo4j.gds.ml.nodemodels.NodeClassificationPredict,​org.neo4j.gds.ml.nodemodels.logisticregression.NodeClassificationResult,​org.neo4j.gds.ml.nodemodels.NodeClassificationStreamConfig> computationResult)  
      protected java.util.stream.Stream<NodeClassificationStreamResult> stream​(org.neo4j.gds.executor.ComputationResult<org.neo4j.gds.ml.nodemodels.NodeClassificationPredict,​org.neo4j.gds.ml.nodemodels.logisticregression.NodeClassificationResult,​org.neo4j.gds.ml.nodemodels.NodeClassificationStreamConfig> computationResult)  
      protected NodeClassificationStreamResult streamResult​(long originalNodeId, long internalNodeId, org.neo4j.gds.api.NodeProperties nodeProperties)  
      org.neo4j.gds.executor.validation.ValidationConfiguration<org.neo4j.gds.ml.nodemodels.NodeClassificationStreamConfig> validationConfig()  

      • Methods inherited from class org.neo4j.gds.StreamProc

        computationResultConsumer

      • Methods inherited from class org.neo4j.gds.AlgoBaseProc

        compute, compute, computeEstimate, configParser, name, newConfigFunction, validator

      • Methods inherited from class org.neo4j.gds.BaseProc

        allocationTracker, databaseId, executionContext, graphLoaderContext, graphStoreFromCatalog, isGdsAdmin, memoryUsageValidator, runWithExceptionLogging, runWithExceptionLogging, username, validateConfig, validateConfig, validateGraphName

      • Methods inherited from class java.lang.Object

        clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

    • Field Detail

      • modelCatalog

        public org.neo4j.gds.core.model.ModelCatalog modelCatalog

    • Constructor Detail

      • NodeClassificationPredictStreamProc

        public NodeClassificationPredictStreamProc()

    • Method Detail

      • mutate

        public java.util.stream.Stream<NodeClassificationStreamResult> mutate​(java.lang.String graphName,
                                                                      java.util.Map<java.lang.String,​java.lang.Object> configuration)

      • estimate

        public java.util.stream.Stream<org.neo4j.gds.results.MemoryEstimateResult> estimate​(java.lang.Object graphNameOrConfiguration,
                                                                                    java.util.Map<java.lang.String,​java.lang.Object> algoConfiguration)

      • stream

        protected java.util.stream.Stream<NodeClassificationStreamResult> stream​(org.neo4j.gds.executor.ComputationResult<org.neo4j.gds.ml.nodemodels.NodeClassificationPredict,​org.neo4j.gds.ml.nodemodels.logisticregression.NodeClassificationResult,​org.neo4j.gds.ml.nodemodels.NodeClassificationStreamConfig> computationResult)
        Overrides:
        stream in class org.neo4j.gds.StreamProc<org.neo4j.gds.ml.nodemodels.NodeClassificationPredict,​org.neo4j.gds.ml.nodemodels.logisticregression.NodeClassificationResult,​NodeClassificationStreamResult,​org.neo4j.gds.ml.nodemodels.NodeClassificationStreamConfig>

      • validationConfig

        public org.neo4j.gds.executor.validation.ValidationConfiguration<org.neo4j.gds.ml.nodemodels.NodeClassificationStreamConfig> validationConfig()
        Specified by:
        validationConfig in interface org.neo4j.gds.executor.AlgorithmSpec<org.neo4j.gds.ml.nodemodels.NodeClassificationPredict,​org.neo4j.gds.ml.nodemodels.logisticregression.NodeClassificationResult,​org.neo4j.gds.ml.nodemodels.NodeClassificationStreamConfig,​java.util.stream.Stream<NodeClassificationStreamResult>,​org.neo4j.gds.AlgorithmFactory<?,​org.neo4j.gds.ml.nodemodels.NodeClassificationPredict,​org.neo4j.gds.ml.nodemodels.NodeClassificationStreamConfig>>
        Overrides:
        validationConfig in class org.neo4j.gds.AlgoBaseProc<org.neo4j.gds.ml.nodemodels.NodeClassificationPredict,​org.neo4j.gds.ml.nodemodels.logisticregression.NodeClassificationResult,​org.neo4j.gds.ml.nodemodels.NodeClassificationStreamConfig,​NodeClassificationStreamResult>

      • newConfig

        protected org.neo4j.gds.ml.nodemodels.NodeClassificationStreamConfig newConfig​(java.lang.String username,
                                                                               org.neo4j.gds.core.CypherMapWrapper config)
        Specified by:
        newConfig in class org.neo4j.gds.AlgoBaseProc<org.neo4j.gds.ml.nodemodels.NodeClassificationPredict,​org.neo4j.gds.ml.nodemodels.logisticregression.NodeClassificationResult,​org.neo4j.gds.ml.nodemodels.NodeClassificationStreamConfig,​NodeClassificationStreamResult>

      • algorithmFactory

        public org.neo4j.gds.GraphAlgorithmFactory<org.neo4j.gds.ml.nodemodels.NodeClassificationPredict,​org.neo4j.gds.ml.nodemodels.NodeClassificationStreamConfig> algorithmFactory()
        Specified by:
        algorithmFactory in interface org.neo4j.gds.executor.AlgorithmSpec<org.neo4j.gds.ml.nodemodels.NodeClassificationPredict,​org.neo4j.gds.ml.nodemodels.logisticregression.NodeClassificationResult,​org.neo4j.gds.ml.nodemodels.NodeClassificationStreamConfig,​java.util.stream.Stream<NodeClassificationStreamResult>,​org.neo4j.gds.AlgorithmFactory<?,​org.neo4j.gds.ml.nodemodels.NodeClassificationPredict,​org.neo4j.gds.ml.nodemodels.NodeClassificationStreamConfig>>
        Specified by:
        algorithmFactory in class org.neo4j.gds.AlgoBaseProc<org.neo4j.gds.ml.nodemodels.NodeClassificationPredict,​org.neo4j.gds.ml.nodemodels.logisticregression.NodeClassificationResult,​org.neo4j.gds.ml.nodemodels.NodeClassificationStreamConfig,​NodeClassificationStreamResult>

      • nodeProperties

        protected org.neo4j.gds.api.NodeProperties nodeProperties​(org.neo4j.gds.executor.ComputationResult<org.neo4j.gds.ml.nodemodels.NodeClassificationPredict,​org.neo4j.gds.ml.nodemodels.logisticregression.NodeClassificationResult,​org.neo4j.gds.ml.nodemodels.NodeClassificationStreamConfig> computationResult)
        Overrides:
        nodeProperties in class org.neo4j.gds.AlgoBaseProc<org.neo4j.gds.ml.nodemodels.NodeClassificationPredict,​org.neo4j.gds.ml.nodemodels.logisticregression.NodeClassificationResult,​org.neo4j.gds.ml.nodemodels.NodeClassificationStreamConfig,​NodeClassificationStreamResult>

      • streamResult

        protected NodeClassificationStreamResult streamResult​(long originalNodeId,
                                                      long internalNodeId,
                                                      org.neo4j.gds.api.NodeProperties nodeProperties)
        Specified by:
        streamResult in class org.neo4j.gds.StreamProc<org.neo4j.gds.ml.nodemodels.NodeClassificationPredict,​org.neo4j.gds.ml.nodemodels.logisticregression.NodeClassificationResult,​NodeClassificationStreamResult,​org.neo4j.gds.ml.nodemodels.NodeClassificationStreamConfig>