Github user ankurdave commented on the issue:
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Merged into master.
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Github user ankurdave commented on the issue:
https://github.com/apache/spark/pull/16271
Thanks @aray for the explanation. I agree with @srowen - this looks
reasonable to me. I'm going to merge it.
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Github user aray commented on the issue:
https://github.com/apache/spark/pull/16271
Yes the improvement is from the sum of magnitudes of initial values being
closer to the (known) sum of the solution. Fiddling with resetProb controls a
completely different thing. The current
Github user aray commented on the issue:
https://github.com/apache/spark/pull/16271
**References**
[Pagerank paper](http://ilpubs.stanford.edu:8090/422/1/1999-66.pdf)
> We need to make an initial assignment of the ranks. This assignment can
be made by one of several
Github user rxin commented on the issue:
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I just emailed @ankurdave and he is going to look at this tonight.
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Github user srowen commented on the issue:
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I am not sure who if anyone would review graphx at this point, and I am not
so familiar with the implementation here. If it converges to the same answer
faster that's good. it might be nice to
Github user AmplabJenkins commented on the issue:
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Github user aray commented on the issue:
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ping @srowen @dbtsai @rxin @ankurdave @jegonzal
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Github user aray commented on the issue:
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Updated the above benchmark code with a log normal random graph on 10,000
vertices the difference is much more drastic.
![](http://i.imgur.com/Zo56dEO.png)
(take the very bottom of the graph
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