Databricks Scala Spark API < Back

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package root

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root
package org

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root
package apache

Definition Classes
org
package spark
Core Spark functionality.
Core Spark functionality. org.apache.spark.SparkContext serves as the main entry point to Spark, while org.apache.spark.rdd.RDD is the data type representing a distributed collection, and provides most parallel operations.
In addition, org.apache.spark.rdd.PairRDDFunctions contains operations available only on RDDs of key-value pairs, such as groupByKey and join; org.apache.spark.rdd.DoubleRDDFunctions contains operations available only on RDDs of Doubles; and org.apache.spark.rdd.SequenceFileRDDFunctions contains operations available on RDDs that can be saved as SequenceFiles. These operations are automatically available on any RDD of the right type (e.g. RDD[(Int, Int)] through implicit conversions.
Java programmers should reference the org.apache.spark.api.java package for Spark programming APIs in Java.
Classes and methods marked with Experimental are user-facing features which have not been officially adopted by the Spark project. These are subject to change or removal in minor releases.
Classes and methods marked with Developer API are intended for advanced users want to extend Spark through lower level interfaces. These are subject to changes or removal in minor releases.

Definition Classes
apache
package graphx
ALPHA COMPONENT GraphX is a graph processing framework built on top of Spark.
ALPHA COMPONENT GraphX is a graph processing framework built on top of Spark.

Definition Classes
spark
package lib
Various analytics functions for graphs.
Various analytics functions for graphs.

Definition Classes
graphx
ConnectedComponents
LabelPropagation
PageRank
SVDPlusPlus
ShortestPaths
StronglyConnectedComponents
TriangleCount

org.apache.spark.graphx.lib

StronglyConnectedComponents

object StronglyConnectedComponents

Strongly connected components algorithm implementation.

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def run[VD, ED](graph: Graph[VD, ED], numIter: Int)(implicit arg0: ClassTag[VD], arg1: ClassTag[ED]): Graph[VertexId, ED]
Compute the strongly connected component (SCC) of each vertex and return a graph with the vertex value containing the lowest vertex id in the SCC containing that vertex.
Compute the strongly connected component (SCC) of each vertex and return a graph with the vertex value containing the lowest vertex id in the SCC containing that vertex.
VD
the vertex attribute type (discarded in the computation)
ED
the edge attribute type (preserved in the computation)
graph
the graph for which to compute the SCC
returns
a graph with vertex attributes containing the smallest vertex id in each SCC
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StronglyConnectedComponents

object StronglyConnectedComponents

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object StronglyConnectedComponents

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