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SPARK-2228 NoSuchElementError, key not found
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import org.apache.spark.graphx._ | |
import org.apache.spark.{SparkConf, SparkContext} | |
object StackOverFlow { | |
def main(args: Array[String]) { | |
val conf = new SparkConf().setAppName("HDTM") | |
.setMaster("local[4]") | |
val sc = new SparkContext(conf) | |
val v = sc.parallelize(Seq[(VertexId, Long)]((0L, 0L), (1L, 1L), (2L, 2L))) | |
val e = sc.parallelize(Seq[Edge[Long]](Edge(0L, 1L, 0L), Edge(1L, 2L, 1L), Edge(2L, 0L, 2L))) | |
var g = Graph(v, e) | |
val vertexIds = Seq(0L, 1L, 2L) | |
var prevG: Graph[VertexId, Long] = null | |
for (i <- 1 to 2000) { | |
vertexIds.toStream.foreach(id => { | |
println("generate new graph") | |
prevG = g | |
g = Graph(g.vertices, g.edges) | |
g.cache() | |
g.edges.cache() | |
println(g.vertices.count()+g.edges.count()) | |
println("uncache vertices") | |
prevG.unpersistVertices(blocking = false) | |
println("uncache edges") | |
prevG.edges.unpersist(blocking = false) | |
}) | |
g.vertices.saveAsObjectFile("./checkpoint/g_v_" + i) | |
g.edges.saveAsObjectFile("./checkpoint/g_e_" + i) | |
g.vertices.unpersist(blocking = false) | |
g.edges.unpersist(blocking = false) | |
g = Graph(sc.objectFile("./checkpoint/g_v_" + i), sc.objectFile("./checkpoint/g_e_" + i)) | |
g.cache() | |
g.edges.cache() | |
println(g.vertices.count()+g.edges.count()) | |
println(" iter " + i + " finished") | |
} | |
println(g.vertices.collect().mkString(" ")) | |
println(g.edges.collect().mkString(" ")) | |
} | |
} |
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