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cs525-sp18-g07
spark
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622b7f7d
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622b7f7d
authored
11 years ago
by
Joseph E. Gonzalez
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Minor changes in graphx programming guide.
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docs/graphx-programming-guide.md
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@@ -543,7 +543,6 @@ val maxOutDegree: (VertexID, Int) = graph.outDegrees.reduce(max)
val maxDegrees: (VertexID, Int) = graph.degrees.reduce(max)
{% endhighlight %}
### Collecting Neighbors
In some cases it may be easier to express computation by collecting neighboring vertices and their
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@@ -562,8 +561,8 @@ def collectNeighbors(edgeDirection: EdgeDirection): VertexRDD[ Array[(VertexID,
# Pregel API
<a
name=
"pregel"
></a>
Graphs are inherently recursive data-structures as properties of
a
vertices depend on properties of
their neighbors which intern depend on properties of the
neighbors of the
ir neighbors. As a
Graphs are inherently recursive data-structures as properties of vertices depend on properties of
their neighbors which intern depend on properties of
*
their
*
neighbors. As a
consequence many important graph algorithms iteratively recompute the properties of each vertex
until a fixed-point condition is reached. A range of graph-parallel abstractions have been proposed
to express these iterative algorithms. GraphX exposes a Pregel operator which is a fusion of
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