GitHub user kj-ki opened a pull request:
https://github.com/apache/spark/pull/3950
[SPARK-5064][GraphX] Add numEdges upperbound validation for R-MAT graph
generator to prevent infinite loop
I looked into GraphGenerators#chooseCell, and found that chooseCell can't
generate more edges than pow(2, (2 * (log2(numVertices)-1))) to make a
Power-law graph. (Ex. numVertices:4 upperbound:4, numVertices:8 upperbound:16,
numVertices:16 upperbound:64)
If we request more edges over the upperbound, rmatGraph fall into infinite
loop. So, how about adding an argument validation?
You can merge this pull request into a Git repository by running:
$ git pull https://github.com/kj-ki/spark SPARK-5064
Alternatively you can review and apply these changes as the patch at:
https://github.com/apache/spark/pull/3950.patch
To close this pull request, make a commit to your master/trunk branch
with (at least) the following in the commit message:
This closes #3950
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commit d760bc74aa92987837509c24a834f456b60fb096
Author: Kenji Kikushima <[email protected]>
Date: 2015-01-08T13:05:01Z
Add numEdges upperbound validation for R-MAT graph generator to prevent
infinite loop.
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