我正在尝试运行图形算法的示例但我收到的错误是找不到basicComputation,但在我的代码中我导入了BasicComputation
import org.apache.giraph.Algorithm;
import org.apache.giraph.graph.BasicComputation;
import org.apache.giraph.conf.LongConfOption;
import org.apache.giraph.edge.Edge;
import org.apache.giraph.graph.Vertex;
import org.apache.hadoop.io.DoubleWritable;
import org.apache.hadoop.io.FloatWritable;
import org.apache.hadoop.io.LongWritable;
import org.apache.log4j.Logger;
import java.io.IOException;
/**
* Demonstrates the basic Pregel shortest paths implementation.
*/
@Algorithm(
name = "Shortest paths",
description = "Finds all shortest paths from a selected vertex"
)
public class SimpleShortestPathsComputation extends BasicComputation<
LongWritable, DoubleWritable, FloatWritable, DoubleWritable> {
/** The shortest paths id */
public static final LongConfOption SOURCE_ID =
new LongConfOption("SimpleShortestPathsVertex.sourceId", 1, null);
/** Class logger */
private static final Logger LOG =
Logger.getLogger(SimpleShortestPathsComputation.class);
/**
* Is this vertex the source id?
*
* @param vertex Vertex
* @return True if the source id
*/
private boolean isSource(Vertex<LongWritable, ?, ?> vertex) {
return vertex.getId().get() == SOURCE_ID.get(getConf());
}
@Override
public void compute(
Vertex<LongWritable, DoubleWritable, FloatWritable> vertex,
Iterable<DoubleWritable> messages) throws IOException {
if (getSuperstep() == 0) {
vertex.setValue(new DoubleWritable(Double.MAX_VALUE));
}
double minDist = isSource(vertex) ? 0d : Double.MAX_VALUE;
for (DoubleWritable message : messages) {
minDist = Math.min(minDist, message.get());
}
if (LOG.isDebugEnabled()) {
LOG.debug("Vertex " + vertex.getId() + " got minDist = " + minDist +
" vertex value = " + vertex.getValue());
}
if (minDist < vertex.getValue().get()) {
vertex.setValue(new DoubleWritable(minDist));
for (Edge<LongWritable, FloatWritable> edge : vertex.getEdges()) {
double distance = minDist + edge.getValue().get();
if (LOG.isDebugEnabled()) {
LOG.debug("Vertex " + vertex.getId() + " sent to " +
edge.getTargetVertexId() + " = " + distance);
}
sendMessage(edge.getTargetVertexId(), new DoubleWritable(distance));
}
}
vertex.voteToHalt();
}
}
我用来运行程序的命令:
root@salma-SATELLITE-C855-1EQ:/usr/local/hadoop# ./bin/hadoop jar /root/workspace/projet_stage/target/projet_stage-0.0.1-SNAPSHOT.jar projet.SimpleShortestPathsComputation -vif org.apache.giraph.io.formats.JsonLongDoubleFloatDoubleVertexInputFormat -vip /in/in -of org.apache.giraph.io.formats.IdWithValueTextOutputFormat -op /outsimpleshortpath -w 2 -mc
错误:
Exception in thread "main" java.lang.NoClassDefFoundError: org/apache/giraph/graph/BasicComputation