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Example 1 with PartitionTLink

use of edu.iu.dsc.tws.tset.links.batch.PartitionTLink in project twister2 by DSC-SPIDAL.

the class HelloTSet method execute.

@Override
public void execute(WorkerEnvironment workerEnv) {
    BatchEnvironment env = TSetEnvironment.initBatch(workerEnv);
    LOG.info("Strating Hello TSet Example");
    int para = env.getConfig().getIntegerValue("para", 4);
    SourceTSet<int[]> source = env.createSource(new SourceFunc<int[]>() {

        private int count = 0;

        @Override
        public boolean hasNext() {
            return count < para;
        }

        @Override
        public int[] next() {
            count++;
            return new int[] { 1, 1, 1 };
        }
    }, para).setName("source");
    PartitionTLink<int[]> partitioned = source.partition(new LoadBalancePartitioner<>());
    ComputeTSet<int[]> mapedPartition = partitioned.map((MapFunc<int[], int[]>) input -> Arrays.stream(input).map(a -> a * 2).toArray());
    ReduceTLink<int[]> reduce = mapedPartition.reduce((t1, t2) -> {
        int[] ret = new int[t1.length];
        for (int i = 0; i < t1.length; i++) {
            ret[i] = t1[i] + t2[i];
        }
        return ret;
    });
    SinkTSet<int[]> sink = reduce.sink(value -> {
        LOG.info("Results " + Arrays.toString(value));
        return false;
    });
    env.run(sink);
    LOG.info("Ending  Hello TSet Example");
}
Also used : Twister2Job(edu.iu.dsc.tws.api.Twister2Job) Arrays(java.util.Arrays) ResourceAllocator(edu.iu.dsc.tws.rsched.core.ResourceAllocator) Options(org.apache.commons.cli.Options) BatchEnvironment(edu.iu.dsc.tws.tset.env.BatchEnvironment) HashMap(java.util.HashMap) Config(edu.iu.dsc.tws.api.config.Config) MapFunc(edu.iu.dsc.tws.api.tset.fn.MapFunc) JobConfig(edu.iu.dsc.tws.api.JobConfig) DefaultParser(org.apache.commons.cli.DefaultParser) ReduceTLink(edu.iu.dsc.tws.tset.links.batch.ReduceTLink) CommandLine(org.apache.commons.cli.CommandLine) ComputeTSet(edu.iu.dsc.tws.tset.sets.batch.ComputeTSet) SourceTSet(edu.iu.dsc.tws.tset.sets.batch.SourceTSet) CommandLineParser(org.apache.commons.cli.CommandLineParser) SinkTSet(edu.iu.dsc.tws.tset.sets.batch.SinkTSet) SourceFunc(edu.iu.dsc.tws.api.tset.fn.SourceFunc) LoadBalancePartitioner(edu.iu.dsc.tws.tset.fn.LoadBalancePartitioner) Logger(java.util.logging.Logger) Serializable(java.io.Serializable) Twister2Submitter(edu.iu.dsc.tws.rsched.job.Twister2Submitter) WorkerEnvironment(edu.iu.dsc.tws.api.resource.WorkerEnvironment) TSetEnvironment(edu.iu.dsc.tws.tset.env.TSetEnvironment) ParseException(org.apache.commons.cli.ParseException) PartitionTLink(edu.iu.dsc.tws.tset.links.batch.PartitionTLink) Twister2Worker(edu.iu.dsc.tws.api.resource.Twister2Worker) SourceFunc(edu.iu.dsc.tws.api.tset.fn.SourceFunc) BatchEnvironment(edu.iu.dsc.tws.tset.env.BatchEnvironment)

Aggregations

JobConfig (edu.iu.dsc.tws.api.JobConfig)1 Twister2Job (edu.iu.dsc.tws.api.Twister2Job)1 Config (edu.iu.dsc.tws.api.config.Config)1 Twister2Worker (edu.iu.dsc.tws.api.resource.Twister2Worker)1 WorkerEnvironment (edu.iu.dsc.tws.api.resource.WorkerEnvironment)1 MapFunc (edu.iu.dsc.tws.api.tset.fn.MapFunc)1 SourceFunc (edu.iu.dsc.tws.api.tset.fn.SourceFunc)1 ResourceAllocator (edu.iu.dsc.tws.rsched.core.ResourceAllocator)1 Twister2Submitter (edu.iu.dsc.tws.rsched.job.Twister2Submitter)1 BatchEnvironment (edu.iu.dsc.tws.tset.env.BatchEnvironment)1 TSetEnvironment (edu.iu.dsc.tws.tset.env.TSetEnvironment)1 LoadBalancePartitioner (edu.iu.dsc.tws.tset.fn.LoadBalancePartitioner)1 PartitionTLink (edu.iu.dsc.tws.tset.links.batch.PartitionTLink)1 ReduceTLink (edu.iu.dsc.tws.tset.links.batch.ReduceTLink)1 ComputeTSet (edu.iu.dsc.tws.tset.sets.batch.ComputeTSet)1 SinkTSet (edu.iu.dsc.tws.tset.sets.batch.SinkTSet)1 SourceTSet (edu.iu.dsc.tws.tset.sets.batch.SourceTSet)1 Serializable (java.io.Serializable)1 Arrays (java.util.Arrays)1 HashMap (java.util.HashMap)1