AWS EMR多个作业之间的依赖竞争
创始人
2024-11-16 01:30:35
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);
    }
}
``

相关内容

热门资讯

【NI Multisim 14...   目录 序言 一、工具栏 🍊1.“标准”工具栏 🍊 2.视图工具...
银河麒麟V10SP1高级服务器... 银河麒麟高级服务器操作系统简介: 银河麒麟高级服务器操作系统V10是针对企业级关键业务...
不能访问光猫的的管理页面 光猫是现代家庭宽带网络的重要组成部分,它可以提供高速稳定的网络连接。但是,有时候我们会遇到不能访问光...
AWSECS:访问外部网络时出... 如果您在AWS ECS中部署了应用程序,并且该应用程序需要访问外部网络,但是无法正常访问,可能是因为...
Android|无法访问或保存... 这个问题可能是由于权限设置不正确导致的。您需要在应用程序清单文件中添加以下代码来请求适当的权限:此外...
北信源内网安全管理卸载 北信源内网安全管理是一款网络安全管理软件,主要用于保护内网安全。在日常使用过程中,卸载该软件是一种常...
AWSElasticBeans... 在Dockerfile中手动配置nginx反向代理。例如,在Dockerfile中添加以下代码:FR...
AsusVivobook无法开... 首先,我们可以尝试重置BIOS(Basic Input/Output System)来解决这个问题。...
ASM贪吃蛇游戏-解决错误的问... 要解决ASM贪吃蛇游戏中的错误问题,你可以按照以下步骤进行:首先,确定错误的具体表现和问题所在。在贪...
月入8000+的steam搬砖... 大家好,我是阿阳 今天要给大家介绍的是 steam 游戏搬砖项目,目前...