Also, I realize that I just sent an uncommented version... sorry guys,
but the algorithm consists of just three supersteps:
Superstep 0.) Source sends list of source's neighbors to each neighbor
Superstep 1.) Neighbor receives list of source's neighbors from
source, counts number of mutual neighbors, sends this value (in a
1-element list) back to source
Superstep 2.) Source receives messages from neighbors that contain
number of mutual neighbors. These are summed up and divided by the
number of possible connections between neighbors to get the local
clustering coefficient (between 0 and 1). This is set as the source
vertex's value.
On Mon, Aug 12, 2013 at 7:28 AM, Kyle Orlando <[email protected]> wrote:
> Alrighty, here's my code:
>
> public void compute(
> Vertex<IntWritable, DoubleWritable, NullWritable>
> vertex,
> Iterable<IntArrayListWritable> messages) throws
> IOException {
>
> if (isSource(vertex)) {
> if (getSuperstep() == 0) {
> System.out.println("\nSUPERSTEP
> 0\n------------------------------");
> IntArrayListWritable sourceNeighbors = new
> IntArrayListWritable();
>
> vertex.setValue(new DoubleWritable(0));
>
> for (Edge<IntWritable, NullWritable> edge :
> vertex.getEdges()) {
> IntWritable targetVertex = new
> IntWritable(edge.getTargetVertexId().get());
> sourceNeighbors.add(targetVertex);
> }
>
> for (IntWritable neighbor :
> sourceNeighbors) {
> sendMessage(neighbor,
> sourceNeighbors);
> System.out.println("Vertex " +
> vertex.getId() + " sends " +
> sourceNeighbors + " to " + neighbor);
> }
>
> } else if (getSuperstep() == 2) {
> int total = vertex.getNumEdges();
> int possibleCombos = total * (total - 1);
> int mutualNeighbors = 0;
> double coefficient = 0;
> int count = 1;
>
> System.out.println("\nSUPERSTEP
> 2\n------------------------------");
>
> for (IntArrayListWritable message :
> messages) {
> System.out.println("Message " +
> count + " contains: " + message);
> mutualNeighbors +=
> message.get(0).get();
> count++;
> }
>
> if (possibleCombos > 0) {
> coefficient =
> (double)mutualNeighbors / possibleCombos;
> vertex.setValue(new
> DoubleWritable(coefficient));
> }
>
> }
> } else {
> vertex.setValue(new DoubleWritable(0));
>
> if (getSuperstep() == 1) {
> int mutualNeighbors = 0;
>
> System.out.println("\nSUPERSTEP
> 1\n------------------------------");
> IntArrayListWritable sourceNeighbors =
> messages.iterator().next();
> System.out.println("Vertex " +
> vertex.getId() + " receives " +
> sourceNeighbors);
>
> for (Edge<IntWritable, NullWritable> edge :
> vertex.getEdges()) {
> IntWritable targetVertex = new
> IntWritable(edge.getTargetVertexId().get());
> if
> (sourceNeighbors.contains(targetVertex)) mutualNeighbors++;
> }
>
> IntArrayListWritable neighborCount = new
> IntArrayListWritable();
> neighborCount.add(new
> IntWritable(mutualNeighbors));
>
> sendMessage(new
> IntWritable(SOURCE_ID.get(getConf())), neighborCount);
> System.out.println("Vertex " +
> vertex.getId() + " sends " +
> neighborCount + " to Vertex " + SOURCE_ID.get(getConf()));
>
> }
> }
>
> vertex.voteToHalt();
> }
>
>
> On Fri, Aug 9, 2013 at 10:15 PM, Claudio Martella
> <[email protected]> wrote:
>> you'd have to show us the code in the compute method. your problem might be
>> caused by object reusal.
>>
>>
>> On Fri, Aug 9, 2013 at 9:05 PM, Kyle Orlando <[email protected]>
>> wrote:
>>>
>>> Hello,
>>>
>>> I am trying to write code to compute the local clustering coefficient
>>> of a vertex/some vertices, and to do this I send a message that
>>> contains a list of the source's neighbors to each of its neighbors.
>>> This is in, of course, an IntArrayListWritable. I check the list that
>>> I am sending before invoking sendMessage(), and it appears to be
>>> correct. However, when I use message.iterator.next() or something
>>> similar, the IntArrayListWritable objects seem to repeat or something.
>>> I did some logging, and here was the output:
>>>
>>> SUPERSTEP 0
>>> ------------------------------
>>> Vertex 1 sends [2, 3, 4] to Vertex 2
>>> Vertex 1 sends [2, 3, 4] to Vertex 3
>>> Vertex 1 sends [2, 3, 4] to Vertex 4
>>>
>>> SUPERSTEP 1
>>> ------------------------------
>>> Vertex 2 receives [2, 3, 4]
>>> Vertex 2 sends [1] to Vertex 1
>>>
>>> SUPERSTEP 1
>>> ------------------------------
>>> Vertex 3 receives [2, 3, 4, 2, 3, 4]
>>> Vertex 3 sends [1] to Vertex 1
>>>
>>> SUPERSTEP 1
>>> ------------------------------
>>> Vertex 4 receives [2, 3, 4, 2, 3, 4, 2, 3, 4]
>>> Vertex 4 sends [0] to Vertex 1
>>>
>>> SUPERSTEP 2
>>> ------------------------------
>>> Message 1 contains: [1]
>>> Message 2 contains: [1, 1, 1]
>>> Message 3 contains: [1, 1, 1, 1, 1, 0]
>>>
>>> What is happening?
>>>
>>> --
>>> Kyle Orlando
>>> Computer Engineering Major
>>> University of Maryland
>>
>>
>>
>>
>> --
>> Claudio Martella
>> [email protected]
>
>
>
> --
> Kyle Orlando
> Computer Engineering Major
> University of Maryland
--
Kyle Orlando
Computer Engineering Major
University of Maryland
