class icon trait icon trait icon trait icon
#ABCDEFGHIJKLMNOPQRSTUVWXYZdeprecated
    1. ml
        1. ml.sparkling
            1. ml.sparkling.graph
                1. ml.sparkling.graph.api
                    1. ml.sparkling.graph.api.generators
                      1. (object)
                        BasicGeneratorConfigurations
                      2. (class)GraphGenerator
                      3. (trait)GraphGeneratorConfiguration
                      4. (object)
                        RandomNumbers
                    2. ml.sparkling.graph.api.loaders
                      1. (object)
                        GraphLoading
                    3. ml.sparkling.graph.api.operators
                      1. (object)
                        IterativeComputation
                      1. ml.sparkling.graph.api.operators.algorithms
                          1. ml.sparkling.graph.api.operators.algorithms.coarsening
                            1. (object)
                              CoarseningAlgorithm
                          2. ml.sparkling.graph.api.operators.algorithms.community
                            1. (object)
                              CommunityDetection
                          3. ml.sparkling.graph.api.operators.algorithms.link
                            1. (trait)MeasureBasedLnkPredictor
                          4. ml.sparkling.graph.api.operators.algorithms.shortestpaths
                            1. (trait)ShortestPaths
                            2. (object)
                              ShortestPathsTypes
                        1. ml.sparkling.graph.api.operators.measures
                          1. (trait)EdgeMeasure
                          2. (trait)GraphIndependentMeasure
                          3. (trait)VertexDependentGraphMeasure
                          4. (trait)VertexMeasure
                          5. (object)(case class)VertexMeasureConfiguration
                        2. ml.sparkling.graph.api.operators.partitioning
                          1. (class)DataAwarePartitionStrategy
                    4. ml.sparkling.graph.examples
                      1. (object)
                        ApproximateShortestPathsToDirectory
                      2. (class)ExampleApp
                      3. (object)
                        GraphDescriptionFromCSV
                      4. (object)
                        MatrixCreator
                      5. (object)
                        NetworkRandomization
                      6. (object)
                        ShortestPathLengthsFromCSV
                      7. (object)
                        ShortestPathsToDirectory
                    5. ml.sparkling.graph.experiments
                        1. ml.sparkling.graph.experiments.describe
                          1. (object)
                            FullGraphDescriptor
                          2. (object)
                            GraphDescriptor
                      1. ml.sparkling.graph.generators
                          1. ml.sparkling.graph.generators.ring
                            1. (object)
                              RingGenerator
                            2. (case class)RingGeneratorConfiguration
                          2. ml.sparkling.graph.generators.wattsandstrogatz
                            1. (object)
                              WattsAndStrogatzGenerator
                            2. (case class)WattsAndStrogatzGeneratorConfiguration
                        1. ml.sparkling.graph.loaders
                            1. ml.sparkling.graph.loaders.csv
                              1. (object)
                                CSVLoader
                              2. (case class)CsvLoaderConfig
                              3. (object)
                                DataFrameReaderConfigurator
                              4. (object)
                                GraphFromCsv
                              1. ml.sparkling.graph.loaders.csv.providers
                                1. (object)
                                  EdgeProviders
                                2. (object)
                                  GraphProviders
                                3. (object)
                                  PropertyProviders
                                4. (object)
                                  VertexProviders
                              2. ml.sparkling.graph.loaders.csv.types
                                1. (object)
                                  CSVTypes
                                2. (object)
                                  Types
                              3. ml.sparkling.graph.loaders.csv.utils
                                1. (object)
                                  DefaultTransformers
                            2. ml.sparkling.graph.loaders.graphml
                              1. (object)
                                GraphFromGraphML
                              2. (object)
                                GraphMLFormat
                              3. (object)
                                GraphMLLoader
                              4. (object)
                                GraphMLTypes
                          1. ml.sparkling.graph.operators
                            1. (object)
                              OperatorsDSL
                            1. ml.sparkling.graph.operators.algorithms
                                1. ml.sparkling.graph.operators.algorithms.aproximation
                                  1. (case class)AnyMatchingComponentPredicate
                                  2. (object)
                                    ApproximatedShortestPathsAlgorithm
                                2. ml.sparkling.graph.operators.algorithms.bfs
                                  1. (class)BFSShortestPath
                                  1. ml.sparkling.graph.operators.algorithms.bfs.predicate
                                    1. (trait)BFSPredicate
                                  2. ml.sparkling.graph.operators.algorithms.bfs.processor
                                    1. (trait)BFSProcessor
                                3. ml.sparkling.graph.operators.algorithms.coarsening
                                    1. ml.sparkling.graph.operators.algorithms.coarsening.labelpropagation
                                      1. (case class)ChangedStats
                                      2. (object)
                                        ChangedStatsAgregator
                                      3. (object)
                                        LPCoarsening
                                      4. (object)
                                        ToNewId
                                      5. (case class)VertexWrapper
                                  1. ml.sparkling.graph.operators.algorithms.community
                                      1. ml.sparkling.graph.operators.algorithms.community.pscan
                                        1. (object)
                                          PSCAN
                                        2. (class)PSCANConnectedComponents
                                    1. ml.sparkling.graph.operators.algorithms.link
                                      1. (object)
                                        BasicLinkPredictor
                                    2. ml.sparkling.graph.operators.algorithms.pregel
                                      1. (object)
                                        Pregel
                                    3. ml.sparkling.graph.operators.algorithms.random
                                        1. ml.sparkling.graph.operators.algorithms.random.ctrw
                                          1. (class)ContinuousTimeRandomWalk
                                          1. ml.sparkling.graph.operators.algorithms.random.ctrw.factory
                                            1. (class)MessageFactory
                                          2. ml.sparkling.graph.operators.algorithms.random.ctrw.processor
                                            1. (class)CTRWProcessor
                                          3. ml.sparkling.graph.operators.algorithms.random.ctrw.struct
                                            1. (object)(class)CTRWMessage
                                            2. (object)(class)CTRWVertex
                                      1. ml.sparkling.graph.operators.algorithms.shortestpaths
                                        1. (object)
                                          ShortestPathsAlgorithm
                                        1. ml.sparkling.graph.operators.algorithms.shortestpaths.pathprocessors
                                          1. (object)
                                            PathListComparator
                                          2. (trait)PathProcessor
                                          3. (class)SingleVertexProcessor
                                          4. (class)WithDistanceProcessor
                                          5. (class)WithPathProcessor
                                          1. ml.sparkling.graph.operators.algorithms.shortestpaths.pathprocessors.fastutils
                                            1. (object)
                                              FastUtilDataTypes
                                            2. (object)(class)FastUtilWithDistance
                                            3. (class)FastUtilWithPath
                                    4. ml.sparkling.graph.operators.measures
                                        1. ml.sparkling.graph.operators.measures.edge
                                          1. (object)
                                            AdamicAdar
                                          2. (object)
                                            CommonNeighbours
                                        2. ml.sparkling.graph.operators.measures.graph
                                          1. (object)
                                            FreemanCentrality
                                          2. (object)
                                            Modularity
                                        3. ml.sparkling.graph.operators.measures.utils
                                          1. (object)
                                            CollectionsUtils
                                          2. (object)
                                            NeighboursUtils
                                        4. ml.sparkling.graph.operators.measures.vertex
                                          1. (object)
                                            Degree
                                          2. (object)
                                            NeighborhoodConnectivity
                                          3. (object)
                                            VertexEmbeddedness
                                          1. ml.sparkling.graph.operators.measures.vertex.betweenness
                                              1. ml.sparkling.graph.operators.measures.vertex.betweenness.edmonds
                                                1. (object)(class)EdmondsBC
                                                2. (class)EdmondsBCAggregator
                                                1. ml.sparkling.graph.operators.measures.vertex.betweenness.edmonds.predicate
                                                  1. (class)EdmondsBCPredicate
                                                2. ml.sparkling.graph.operators.measures.vertex.betweenness.edmonds.processor
                                                  1. (class)EdmondsBCProcessor
                                                3. ml.sparkling.graph.operators.measures.vertex.betweenness.edmonds.struct
                                                  1. (object)(class)EdmondsVertex
                                                  1. ml.sparkling.graph.operators.measures.vertex.betweenness.edmonds.struct.messages
                                                    1. (object)(class)EdmondsMessage
                                              2. ml.sparkling.graph.operators.measures.vertex.betweenness.flow
                                                1. (class)CurrentFlowBC
                                                1. ml.sparkling.graph.operators.measures.vertex.betweenness.flow.factory
                                                  1. (trait)FlowFactory
                                                  1. ml.sparkling.graph.operators.measures.vertex.betweenness.flow.factory.impl
                                                    1. (class)DefaultFlowFactory
                                                2. ml.sparkling.graph.operators.measures.vertex.betweenness.flow.generator
                                                  1. (trait)FlowGenerator
                                                  1. ml.sparkling.graph.operators.measures.vertex.betweenness.flow.generator.impl
                                                    1. (class)RandomFlowGenerator
                                                3. ml.sparkling.graph.operators.measures.vertex.betweenness.flow.processor
                                                  1. (class)CFBCProcessor
                                                4. ml.sparkling.graph.operators.measures.vertex.betweenness.flow.struct
                                                  1. (object)(class)CFBCFlow
                                                  2. (object)(class)CFBCNeighbourFlow
                                                  3. (object)(class)CFBCVertex
                                              3. ml.sparkling.graph.operators.measures.vertex.betweenness.hua
                                                1. (object)
                                                  HuaBC
                                                2. (class)NearlyOptimalBC
                                                1. ml.sparkling.graph.operators.measures.vertex.betweenness.hua.predicate
                                                  1. (class)NOInitBFSPredicate
                                                2. ml.sparkling.graph.operators.measures.vertex.betweenness.hua.processor
                                                  1. (class)NearlyOptimalBCProcessor
                                                  2. (class)NOInitBFSProcessor
                                                3. ml.sparkling.graph.operators.measures.vertex.betweenness.hua.struct
                                                  1. (object)(class)NOBFSVertex
                                                  2. (object)(class)NOVertex
                                                  1. ml.sparkling.graph.operators.measures.vertex.betweenness.hua.struct.messages
                                                    1. (object)(class)BCAggregationMessage
                                                    2. (object)(class)BFSBCConfirmMessage
                                                    3. (object)(class)BFSBCExtendMessage
                                                    4. (object)(class)BFSConfirmMessage
                                                    5. (object)(class)BFSExpandMessage
                                                    6. (object)(class)DFSPointer
                                                    7. (trait)NOMessage
                                            1. ml.sparkling.graph.operators.measures.vertex.closenes
                                              1. (object)
                                                Closeness
                                              2. (object)
                                                ClosenessUtils
                                            2. ml.sparkling.graph.operators.measures.vertex.clustering
                                              1. (object)
                                                LocalClustering
                                            3. ml.sparkling.graph.operators.measures.vertex.eigenvector
                                              1. (object)
                                                EigenvectorCentrality
                                              2. (object)
                                                EigenvectorUtils
                                            4. ml.sparkling.graph.operators.measures.vertex.hits
                                              1. (object)
                                                Hits
                                              2. (object)
                                                HitsUtils
                                        5. ml.sparkling.graph.operators.partitioning
                                          1. (case class)ByComponentIdPartitionStrategy
                                          2. (object)
                                            CommunityBasedPartitioning
                                          3. (class)CustomGraphPartitioningImplementation
                                          4. (object)
                                            ParallelPartitioningUtils
                                          5. (object)
                                            PartitioningUtils
                                          6. (object)
                                            PropagationBasedPartitioning
                                          7. (object)
                                            PSCANBasedPartitioning
                                        6. ml.sparkling.graph.operators.predicates
                                          1. (object)
                                            AllPathPredicate
                                          2. (case class)ByIdPredicate
                                          3. (case class)ByIdsPredicate
                                          4. (case class)InArrayPredicate
                                        7. ml.sparkling.graph.operators.utils
                                          1. (object)
                                            BetweennessUtils
                                          2. (object)
                                            LoggerHolder