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#Org.apache.spark.graphx Classes and Interfaces - 32 results found.
NameDescriptionTypePackageFramework
AggregatingEdgeContextClassorg.apache.spark.graphx.implApache Spark
ConnectedComponentsConnected components algorithm.Classorg.apache.spark.graphx.libApache Spark
EdgeA single directed edge consisting of a source id, target id, and the data associated with the edge.Classorg.apache.spark.graphxApache Spark
EdgeActivenessCriteria for filtering edges based on activeness.Classorg.apache.spark.graphx.implApache Spark
EdgeContextRepresents an edge along with its neighboring vertices and allows sending messages along the edge.Classorg.apache.spark.graphxApache Spark
EdgeDirectionThe direction of a directed edge relative to a vertex.Classorg.apache.spark.graphxApache Spark
EdgeRDDEdgeRDD[ED, VD] extends RDD[Edge[ED} by storing the edges in columnar format on each partition for performance.Classorg.apache.spark.graphxApache Spark
EdgeRDDImplClassorg.apache.spark.graphx.implApache Spark
EdgeTripletAn edge triplet represents an edge along with the vertex attributes of its neighboring vertices.Classorg.apache.spark.graphxApache Spark
GraphThe Graph abstractly represents a graph with arbitrary objects associated with vertices and edges.Classorg.apache.spark.graphxApache Spark
GraphGeneratorsA collection of graph generating functions.Classorg.apache.spark.graphx.utilApache Spark
GraphImplAn implementation of Graph to support computation on graphs.Classorg.apache.spark.graphx.implApache Spark
GraphKryoRegistratorRegisters GraphX classes with Kryo for improved performance.Classorg.apache.spark.graphxApache Spark
GraphLoaderProvides utilities for loading Graphs from files.Classorg.apache.spark.graphxApache Spark
GraphOpsContains additional functionality for Graph.Classorg.apache.spark.graphxApache Spark
GraphXUtilsClassorg.apache.spark.graphxApache Spark
LabelPropagationLabel Propagation algorithm.Classorg.apache.spark.graphx.libApache Spark
PageRankPageRank algorithm implementation.Classorg.apache.spark.graphx.libApache Spark
PartitionStrategyInterfaceorg.apache.spark.graphxApache Spark
PartitionStrategy .CanonicalRandomVertexCut$Assigns edges to partitions by hashing the source and destination vertex IDs in a canonical direction, resulting in a random vertex cut that colocates all edges between two vertices,Classorg.apache.spark.graphx.PartitionStrategyApache Spark
PartitionStrategy .EdgePartition1D$Assigns edges to partitions using only the source vertex ID, colocating edges with the sameSee Also:Serialized FormClassorg.apache.spark.graphx.PartitionStrategyApache Spark
PartitionStrategy .EdgePartition2D$Assigns edges to partitions using a 2D partitioning of the sparse edge adjacency matrix, guaranteeing a 2 * sqrt(numParts) bound on vertex replication.Classorg.apache.spark.graphx.PartitionStrategyApache Spark
PartitionStrategy .RandomVertexCut$Assigns edges to partitions by hashing the source and destination vertex IDs, resulting in a random vertex cut that colocates all same-direction edges between two vertices.Classorg.apache.spark.graphx.PartitionStrategyApache Spark
Pregel Unlike the original Pregel API, the GraphX Pregel API factors the sendMessage computation over edges, enables the message sending computation to read both vertex attributes, and constrainsClassorg.apache.spark.graphxApache Spark
ShortestPathsComputes shortest paths to the given set of landmark vertices, returning a graph where each vertex attribute is a map containing the shortest-path distance to each reachable landmark.Classorg.apache.spark.graphx.libApache Spark
StronglyConnectedComponentsStrongly connected components algorithm implementation.Classorg.apache.spark.graphx.libApache Spark
SVDPlusPlusClassorg.apache.spark.graphx.libApache Spark
SVDPlusPlus .ConfConfiguration parameters for SVDPlusPlus.Classorg.apache.spark.graphx.lib.SVDPlusPlusApache Spark
TriangleCountCompute the number of triangles passing through each vertex.Classorg.apache.spark.graphx.libApache Spark
TripletFieldsRepresents a subset of the fields of an [[EdgeTriplet]] or [[EdgeContext]].Classorg.apache.spark.graphxApache Spark
VertexRDD pre-indexing the entries for fast, efficient joins.Classorg.apache.spark.graphxApache Spark
VertexRDDImplClassorg.apache.spark.graphx.implApache Spark