That's correct - currently GraphFrame does not compute PageRank with weighted edges.
_____________________________ From: Weiwei Zhang <wzhan...@dons.usfca.edu<mailto:wzhan...@dons.usfca.edu>> Sent: Thursday, December 1, 2016 2:41 PM Subject: [GraphFrame, Pyspark] Weighted Edge in PageRank To: user <user@spark.apache.org<mailto:user@spark.apache.org>> Hi guys, I am trying to compute the pagerank for the locations in the following dummy dataframe, src des shared_gas_stations A B 2 A C 10 C E 3 D E 12 E G 5 ... I have tried the function graphframe.pageRank(resetProbability=0.01, maxIter=20) in GraphFrame but it seems like this function doesn't take weighted edges. Maybe I am not using it correctly. How can I pass the weighted edges to this function? Also I am not sure if this function works for the undirected graph. Thanks a lot! - Weiwei