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https://issues.apache.org/jira/browse/SPARK-7254?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=14538023#comment-14538023
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Apache Spark commented on SPARK-7254:
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User 'viirya' has created a pull request for this issue:
https://github.com/apache/spark/pull/6054
> Extend PIC to handle Graphs directly
> ------------------------------------
>
> Key: SPARK-7254
> URL: https://issues.apache.org/jira/browse/SPARK-7254
> Project: Spark
> Issue Type: New Feature
> Components: GraphX, MLlib
> Reporter: Joseph K. Bradley
>
> We should extend the PowerIterationClustering API to handle Graphs. Users
> can do spectral clustering on graphs using PIC currently, but they must
> handle the boilerplate of converting the Graph to an RDD for PIC, running
> PIC, and then matching the results back with their Graph.
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