AWSSageMakerPipelines没有被EventBridge触发
创始人
2024-09-27 01:30:55
0

要实现Pipelines的EventBridge触发,您需要通过AWS Step Functions的有限状态机来触发AWS SageMaker Pipelines。如果您使用一个不同的触发器来触发Pipelines,比如S3对象被创建,或者为了进行调试而手动触发,则EventBridge可能无法触发Pipelines。

以下是一个示例,在有限状态机中使用Lambda函数作为中间步骤来实现Pipelines触发:

{
  "Comment": "A SageMaker Pipeline triggered by CloudWatch Event Rule",
  "StartAt": "Step1",
  "States": {
    "Step1": {
      "Type": "Task",
      "Resource": "arn:aws:lambda:REGION:ACCOUNT_ID:function:LAMBDA_FUNCTION_NAME",
      "Next": "Step2"
    },
    "Step2": {
      "Type": "Task",
      "Resource": "arn:aws:states:::sagemaker:createPipeline",
      "Parameters": {
        "PipelineDefinition": {
          "Version": 1.0,
          "PipelineParameters": [
            {
              "Name": "InstanceType",
              "Value": "ml.t2.medium"
            }
          ],
          "Steps": [
            {
              "Name": "Step1",
              "Action": {
                "AlgorithmSpecification": {
                  "trainingInputMode": "File",
                  "trainingImage": "IMAGE_URI",
                  "metricDefinitions": [
                    {
                      "Name": "validation:accuracy",
                      "Regex": "validation:accuracy=([0-9\\.]+)"
                    }
                  ]
                },
                "InputDataConfig": [
                  {
                    "DataSource": {
                      "S3DataSource": {
                        "S3DataType": "S3Prefix",
                        "S3Uri": "s3://BUCKET_NAME/INPUT_DATA",
                        "S3DataDistributionType": "FullyReplicated"
                      }
                    },
                    "ChannelName": "train"
                  }
                ],
                "OutputDataConfig": {
                  "S3OutputPath": "s3://BUCKET_NAME/OUTPUT_PREFIX"
                },
                "ResourceConfig": {
                  "InstanceCount": 1,
                  "InstanceType": "ml.t2.medium",
                  "VolumeSizeInGB": 10
                },
                "RoleArn": "ROLE_ARN",
                "StoppingCondition": {
                  "MaxRuntimeInSeconds": 900
                }
              },
              "Type": "Training",
              "Inputs": [
                {
                  "Name": "InputData",
                  "OutputName": "train",
                  "S3Input": {
                    "S3Uri": "s3

相关内容

热门资讯

透视存在!werplan外卦神... 透视存在!werplan外卦神器,wepoker免费透视脚本,方式教程(原来存在有挂)-哔哩哔哩;1...
透视工具!佛手大菠萝有挂吗,w... 透视工具!佛手大菠萝有挂吗,wpk有辅助器吗,指南书教程(竟然是有挂)-哔哩哔哩一、佛手大菠萝有挂吗...
透视辅助!智星德州插件怎么下载... 透视辅助!智星德州插件怎么下载(透视)开挂辅助方法(一直有挂)-哔哩哔哩1、每一步都需要思考,不同水...
透视真的!wepoker能不能... 透视真的!wepoker能不能透视,HH平台挂,举措教程(本来真的有挂)-哔哩哔哩该软件可以轻松地帮...
透视打法!hhpoker有透视... 透视打法!hhpoker有透视功能吗(透视)开挂辅助技巧(确实有挂)-哔哩哔哩1、下载好hhpoke...
透视辅助!wejoker辅助器... 透视辅助!wejoker辅助器要钱玩吗,wepoker有透视功能吗,模块教程(其实是有挂)-哔哩哔哩...
透视线上!werplan辅助软... 透视线上!werplan辅助软件(透视)开挂辅助软件(本来真的是有挂)-哔哩哔哩1、werplan辅...
透视私人局!wepoker代打... 透视私人局!wepoker代打辅助,hhpoker是真的假的,经验教程(竟然是有挂)-哔哩哔哩1、进...
透视规律!wejoker辅助机... 透视规律!wejoker辅助机器人(透视)开挂辅助软件(都是有挂)-哔哩哔哩wejoker辅助机器人...
透视私人局!aapoker插件... 透视私人局!aapoker插件下载,福建大菠萝万能辅助器,办法教程(一贯真的是有挂)-哔哩哔哩1、福...