Package ai.libs.hasco.knowledgebase

Class PerformanceKnowledgeBase

  • public class PerformanceKnowledgeBase
extends java.lang.Object
    Knowledge base that manages observed performance behavior

    • Constructor Detail

      • PerformanceKnowledgeBase

        public PerformanceKnowledgeBase​(ai.libs.jaicore.basic.SQLAdapter sqlAdapter)

      • PerformanceKnowledgeBase

        public PerformanceKnowledgeBase()

    • Method Detail

      • getInstancesForCI

        public weka.core.Instances getInstancesForCI​(ComponentInstance ci)

      • getInstancesForCIList

        public weka.core.Instances getInstancesForCIList​(java.util.List<ComponentInstance> componentInstances)

      • addPerformanceSample

        public void addPerformanceSample​(java.lang.String benchmarkName,
                                 ComponentInstance componentInstance,
                                 double score,
                                 boolean addToDB)

      • getInstanceForIndividualCI

        public weka.core.Instance getInstanceForIndividualCI​(java.lang.String benchmarkName,
                                                     ComponentInstance ci,
                                                     double score)

      • getPerformanceInstancesIndividualComponents

        public java.util.Map<java.lang.String,​java.util.HashMap<java.lang.String,​weka.core.Instances>> getPerformanceInstancesIndividualComponents()

      • getPerformanceSamplesByIdentifier

        public java.util.Map<java.lang.String,​java.util.HashMap<java.lang.String,​java.util.List<org.apache.commons.lang3.tuple.Pair<ai.libs.hasco.knowledgebase.PerformanceKnowledgeBase.ParameterConfiguration,​java.lang.Double>>>> getPerformanceSamplesByIdentifier()

      • getStringOfMaps

        public java.lang.String getStringOfMaps()

      • initializeDBTables

        public void initializeDBTables()

      • addPerformanceSampleToDB

        public void addPerformanceSampleToDB​(java.lang.String benchmarkName,
                                     ComponentInstance componentInstance,
                                     double score)

      • getNumSamples

        public int getNumSamples​(java.lang.String benchmarkName,
                         java.lang.String identifier)
        Returns the number of samples for the given benchmark name and pipeline identifier.
        Parameters:
        benchmarkName -
        identifier -
        Returns:

      • getNumSignificantSamples

        public int getNumSignificantSamples​(java.lang.String benchmarkName,
                                    java.lang.String identifier)
        Returns the number of significant samples for the given benchmark name and pipeline identifier. Significant means, that
        Parameters:
        benchmarkName -
        identifier -
        Returns:

      • loadPerformanceSamplesFromDB

        public void loadPerformanceSamplesFromDB()

      • kDistinctAttributeValuesAvailable

        public boolean kDistinctAttributeValuesAvailable​(java.lang.String benchmarkName,
                                                 ComponentInstance composition,
                                                 int minNum)
        Checks whether k samples are available, which are
        Parameters:
        k -
        Returns:

      • kCompletelyDistinctSamplesAvailable

        public boolean kCompletelyDistinctSamplesAvailable​(java.lang.String benchmarkName,
                                                   ComponentInstance composition,
                                                   int minNum)
        Checks whether at least k sample are available, that are pairwise distinct in each of their attribute values.
        Parameters:
        benchmarkName -
        composition -
        minNum - strictly positive minimum number of samples
        Returns:

      • getPerformanceSamples

        public weka.core.Instances getPerformanceSamples​(java.lang.String benchmarkName,
                                                 ComponentInstance composition)

      • createInstancesForPerformanceSamples

        public weka.core.Instances createInstancesForPerformanceSamples​(java.lang.String benchmarkName,
                                                                ComponentInstance composition)

      • getPerformanceSamplesForIndividualComponent

        public weka.core.Instances getPerformanceSamplesForIndividualComponent​(java.lang.String benchmarkName,
                                                                       Component component)

      • getNumSamplesForComponent

        public int getNumSamplesForComponent​(java.lang.String benchmarkName,
                                     Component component)

      • setPerformanceSamples

        public void setPerformanceSamples​(weka.core.Instances instances,
                                  ComponentInstance composition,
                                  java.lang.String benchmarkName)