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Multi-Node Distributed Execution Using Hazelcast and Dexecutor

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Multi-Node Distributed Execution Using Hazelcast and Dexecutor

In this post, we take a look at how to execute Dexecutor in a distributed mode using Hazelcast. Read on to find out how it's done.

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Today, we will try to execute Dexecutor in a distributed mode using Hazelcast. For the demo, we would be setting up multiple Hazelcast nodes on a single machine.

Refer to Introducing Dexecutor to get an introduction to Dexecutor and to understand the problem we'll solve in a distribute fashion. In short:

We would be distributing the execution of Dexecutor tasks on Hazelcast compute nodes in a single machine.

To do that one of the nodes would act as master and submit the tasks to Hazelcast compute nodes to be executed by other Hazelcast compute nodes using Dexecutor.

Here are the steps to do that :

Step 1: Add the Dexecutor-Hazelcast Dependency

<dependency>
     <groupId>com.github.dexecutor
     <artifactId>dexecutor-hazelcast
     <version>LATEST_RELEASE

Step 2: Get an Instance of Hazelcast IExecutorService From Hazelcast

Config cfg = new Config();
HazelcastInstance instance = Hazelcast.newHazelcastInstance(cfg);
IExecutorService executorService = instance.getExecutorService("test");

Step 3: Create Dexecutor Using IExecutorService

if (isMaster) {
    DefaultDependentTasksExecutor<Integer, Integer> dexecutor = newTaskExecutor(executorService);

    buildGraph(dexecutor);
    dexecutor.execute(ExecutionConfig.TERMINATING);
}
private DefaultDependentTasksExecutor<Integer, Integer> newTaskExecutor(IExecutorService executorService) {
    DependentTasksExecutorConfig<Integer, Integer> config = new DependentTasksExecutorConfig<Integer, Integer>(
    new HazelcastExecutionEngine<Integer, Integer>(executorService), new SleepyTaskProvider());
    return new DefaultDependentTasksExecutor<Integer, Integer>(config);
}

private static class SleepyTaskProvider implements TaskProvider<Integer, Integer> {
    public Task<Integer, Integer> provideTask(final Integer id) {
        return new HazelcastTask(id);
    }
}

Step 4: Execution

Open three terminals and execute the following:

Terminal #1

mvn test-compile exec:java -Djava.net.preferIPv4Stack=true -Dexec.mainClass="com.github.dexecutor.hazelcast.Node" -Dexec.classpathScope="test" -Dexec.args="s node-A"

Terminal #2

mvn test-compile exec:java -Djava.net.preferIPv4Stack=true -Dexec.mainClass="com.github.dexecutor.hazelcast.Node" -Dexec.classpathScope="test" -Dexec.args="s node-B"

Terminal #3

mvn test-compile exec:java -Djava.net.preferIPv4Stack=true -Dexec.mainClass="com.github.dexe

Here is the execution:
dexecutor-hazelcast-execution

Here is the complete node implementation

References

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Topics:
dexecutor ,hazelcast ,java ,distributed applications

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