Github user felixcheung commented on a diff in the pull request: https://github.com/apache/spark/pull/23072#discussion_r234432049 --- Diff: R/pkg/vignettes/sparkr-vignettes.Rmd --- @@ -968,6 +970,17 @@ predicted <- predict(model, df) head(predicted) ``` +#### Power Iteration Clustering + +Power Iteration Clustering (PIC) is a scalable graph clustering algorithm. `spark.assignClusters` method runs the PIC algorithm and returns a cluster assignment for each input vertex. + +```{r} +df <- createDataFrame(list(list(0L, 1L, 1.0), list(0L, 2L, 1.0), + list(1L, 2L, 1.0), list(3L, 4L, 1.0), + list(4L, 0L, 0.1)), schema = c("src", "dst", "weight")) +head(spark.assignClusters(df, initMode="degree", weightCol="weight")) --- End diff -- spacing: `initMode = "degree", weightCol = "weight"`
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