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Merge 1a73a64b19 into fb54d8b549

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ImperiumTakp 2023-05-22 17:39:46 -05:00 committed by GitHub
commit e839fe55ec
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1 changed files with 8 additions and 15 deletions
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23
src/scala/com/twitter/simclusters_v2/scalding/ClusterEvaluation.scala
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@ -90,21 +90,14 @@ object ClusterEvaluation {
val resultsIter = membersAdjLists.flatMap {
case (fromNodeId, adjList) =>
val fromNodeWt = memberScores.getOrElse(fromNodeId, 0.0)
adjList.map {
case (toNodeId, edgeWt) =>
if (memberScores.contains(toNodeId)) {
val productOfMembershipScores = fromNodeWt * memberScores(toNodeId)
ClusterResults(
1,
edgeWt,
0,
0,
samplerMonoid.build(
((fromNodeId, toNodeId), (edgeWt.toDouble, productOfMembershipScores))))
} else {
ClusterResults(0, 0, 1, edgeWt, samplerMonoid.zero)
}
}
adjList.map(ad => ad match {
case (toNodeId,edgeWt) if (!memberScores.contains(toNodeId)) =>
ClusterResults(0, 0, 1, edgeWt, samplerMonoid.zero)
case (toNodeId,edgeWt) =>
val productOfMembershipScores = fromNodeWt * memberScores(toNodeId)
val sampler = samplerMonoid.build((fromNodeId, toNodeId), (edgeWt.toDouble, productOfMembershipScores))
ClusterResults(1, edgeWt, 0, 0, sampler)
})
}
Monoid.sum(resultsIter)(ClusterResultsMonoid)
}