AWS EMR多个作业之间的依赖竞争
创始人
2024-11-16 01:30:18
0

在AWS EMR中,可以使用AWS Step Functions来解决多个作业之间的依赖竞争。AWS Step Functions是一种服务器无状态的工作流服务,可以协调和管理多个作业之间的依赖关系。

以下是一个使用AWS Step Functions来解决多个作业之间的依赖竞争的代码示例:

首先,创建一个Step Functions状态机定义,定义作业之间的依赖关系和执行顺序。例如,以下是一个包含三个作业的状态机定义:

{
  "Comment": "EMR Job Dependency Competition",
  "StartAt": "Job1",
  "States": {
    "Job1": {
      "Type": "Task",
      "Resource": "arn:aws:states:::elasticmapreduce:createCluster.sync",
      "Parameters": {
        "Name": "Job1",
        "Instances": {
          "InstanceGroups": [
            {
              "Name": "Master",
              "InstanceRole": "MASTER",
              "InstanceType": "m5.xlarge",
              "InstanceCount": 1
            }
          ]
        },
        "Applications": [
          {
            "Name": "Spark"
          }
        ],
        "Steps": [
          {
            "Name": "Job1Step",
            "ActionOnFailure": "TERMINATE_CLUSTER",
            "HadoopJarStep": {
              "Jar": "s3://path/to/job1.jar",
              "Args": [
                "arg1",
                "arg2"
              ]
            }
          }
        ]
      },
      "Next": "Job2"
    },
    "Job2": {
      "Type": "Task",
      "Resource": "arn:aws:states:::elasticmapreduce:createCluster.sync",
      "Parameters": {
        "Name": "Job2",
        "Instances": {
          "InstanceGroups": [
            {
              "Name": "Master",
              "InstanceRole": "MASTER",
              "InstanceType": "m5.xlarge",
              "InstanceCount": 1
            }
          ]
        },
        "Applications": [
          {
            "Name": "Spark"
          }
        ],
        "Steps": [
          {
            "Name": "Job2Step",
            "ActionOnFailure": "TERMINATE_CLUSTER",
            "HadoopJarStep": {
              "Jar": "s3://path/to/job2.jar",
              "Args": [
                "arg1",
                "arg2"
              ]
            }
          }
        ]
      },
      "Next": "Job3"
    },
    "Job3": {
      "Type": "Task",
      "Resource": "arn:aws:states:::elasticmapreduce:createCluster.sync",
      "Parameters": {
        "Name": "Job3",
        "Instances": {
          "InstanceGroups": [
            {
              "Name": "Master",
              "InstanceRole": "MASTER",
              "InstanceType": "m5.xlarge",
              "InstanceCount": 1
            }
          ]
        },
        "Applications": [
          {
            "Name": "Spark"
          }
        ],
        "Steps": [
          {
            "Name": "Job3Step",
            "ActionOnFailure": "TERMINATE_CLUSTER",
            "HadoopJarStep": {
              "Jar": "s3://path/to/job3.jar",
              "Args": [
                "arg1",
                "arg2"
              ]
            }
          }
        ]
      },
      "End": true
    }
  }
}

然后,使用AWS Step Functions的Java SDK将状态机定义作为输入创建一个状态机:

import software.amazon.awssdk.services.sfn.SfnClient;
import software.amazon.awssdk.services.sfn.model.CreateStateMachineRequest;
import software.amazon.awssdk.services.sfn.model.CreateStateMachineResponse;

public class CreateStateMachine {
    public static void main(String[] args) {
        SfnClient sfnClient = SfnClient.builder().build();

        String stateMachineDefinition = "{...}";

        CreateStateMachineRequest createStateMachineRequest = CreateStateMachineRequest.builder()
                .name("EMRJobDependency")
                .definition(stateMachineDefinition)
                .roleArn("arn:aws:iam::123456789012:role/service-role/EMRJobDependencyRole")
                .type("STANDARD")
                .build();

        CreateStateMachineResponse createStateMachineResponse = sfnClient.createStateMachine(createStateMachineRequest);
        String stateMachineArn = createStateMachineResponse.stateMachineArn();

        System.out.println("State machine created with ARN: " + stateMachineArn);
    }
}
``

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