本文為英文版的機器翻譯版本，如內容有任何歧義或不一致之處，概以英文版為準。
# Amazon SageMaker AI 傳送至 Amazon EventBridge 的事件
Amazon EventBridge 監控 Amazon SageMaker AI 中的狀態變更事件。EventBridge 可讓您將 SageMaker AI 自動化，並自動回應訓練任務狀態變更或端點狀態變更等事件。SageMaker AI 的事件來源會以接近即時的方式交付至 EventBridge。您可編寫簡單的規則，來指示您在意的事件，以及當事件符合規則時所要自動執行的動作。若要建立規則，請參閱[建立對 EventBridge 中的事件做出反應的規則](https://docs.aws.amazon.com/eventbridge/latest/userguide/eb-create-rule.html)。如果您使用 AWS CLI，請參閱 *AWS CLI 命令參考*中的 [put-rule](https://docs.aws.amazon.com/cli/latest/reference/events/put-rule.html)。
下列各節說明 SageMaker AI 傳送至 EventBridge 的事件，以及範例。您可以使用範例來協助您撰寫自動化規則。
**注意**
針對每個狀態變更，SageMaker AI 可能會傳送多個事件至 EventBridge。此為預期行為，不等同表示錯誤。
可以自動觸發的動作範例包含：
+ 叫用 AWS Lambda 函數
+ 調用 Amazon EC2 執行命令
+ 將事件轉傳至 Amazon Kinesis Data Streams
+ 啟用 AWS Step Functions 狀態機器
+ 通知 Amazon SNS 主題或 AWS SMS 佇列
**Topics**
+ [SageMaker 端點部署狀態變更](#eventbridge-deployment-state)
+ [SageMaker 端點狀態變更](#eventbridge-endpoint)
+ [SageMaker 特徵群組狀態變更](#eventbridge-feature-group)
+ [SageMaker 超參數調校任務狀態變更](#eventbridge-hpo)
+ [SageMaker HyperPod 叢集事件](#eventbridge-hyperpod-cluster-event)
+ [SageMaker HyperPod 叢集節點運作狀態](#eventbridge-hyperpod-node-health)
+ [SageMaker HyperPod 叢集狀態變更](#eventbridge-hyperpod-cluster-state)
+ [SageMaker 映像狀態變更](#eventbridge-image-state)
+ [SageMaker 映像版本狀態變更](#eventbridge-image-version-state)
+ [SageMaker 模型卡狀態變更](#eventbridge-model-card-state)
+ [SageMaker 模型套件狀態變更](#eventbridge-model-package)
+ [SageMaker 模型狀態變更](#eventbridge-model)
+ [SageMaker 管道執行狀態變更](#eventbridge-pipeline)
+ [SageMaker 管道步驟狀態變更](#eventbridge-pipeline-step)
+ [SageMaker 處理任務狀態變更](#processing-job-state)
+ [SageMaker 訓練任務狀態變更](#eventbridge-training)
+ [SageMaker 轉換任務狀態變更](#eventbridge-transform)
## SageMaker 端點部署狀態變更
**重要**
下列範例可能不適用於所有端點。有關可能排除終端節點的功能清單，請參閱[Exclusions](deployment-guardrails-exclusions.md)頁面。
表示端點部署的狀態變更。下列範例顯示使用藍色/綠色 Canary 部署更新的端點。
```
{
"version": "0",
"id": "0bd4a141-0a02-9d8a-f977-3924c3fb259c",
"detail-type": "SageMaker Endpoint Deployment State Change",
"source": "aws.sagemaker",
"account": "111122223333",
"time": "2021-10-25T01:52:12Z",
"region": "us-west-2",
"resources": [
"arn:aws:sagemaker:us-west-2:111122223333:endpoint/sample-endpoint"
],
"detail": {
"EndpointName": "sample-endpoint",
"EndpointArn": "arn:aws:sagemaker:us-west-2:111122223333:endpoint/sample-endpoint",
"EndpointConfigName": "sample-endpoint-config-1",
"ProductionVariants": [
{
"VariantName": "AllTraffic",
"CurrentWeight": 1,
"DesiredWeight": 1,
"CurrentInstanceCount": 3,
"DesiredInstanceCount": 3
}
],
"EndpointStatus": "UPDATING",
"CreationTime": 1635195148181,
"LastModifiedTime": 1635195148181,
"Tags": {},
"PendingDeploymentSummary": {
"EndpointConfigName": "sample-endpoint-config-2",
"StartTime": Timestamp,
"ProductionVariants": [
{
"VariantName": "AllTraffic",
"CurrentWeight": 1,
"DesiredWeight": 1,
"CurrentInstanceCount": 1,
"DesiredInstanceCount": 3,
"VariantStatus": [
{
"Status": "Baking",
"StatusMessage": "Baking for 600 seconds (TerminationWaitInSeconds) with traffic enabled on canary capacity of 1 instance(s).",
"StartTime": 1635195269181,
}
]
}
]
}
}
}
```
下列範例表示端點部署的狀態變更，此部署正以現有端點組態上的新容量進行更新。
```
{
"version": "0",
"id": "0bd4a141-0a02-9d8a-f977-3924c3fb259c",
"detail-type": "SageMaker Endpoint Deployment State Change",
"source": "aws.sagemaker",
"account": "111122223333",
"time": "2021-10-25T01:52:12Z",
"region": "us-west-2",
"resources": [
"arn:aws:sagemaker:us-west-2:651393343886:endpoint/sample-endpoint"
],
"detail": {
"EndpointName": "sample-endpoint",
"EndpointArn": "arn:aws:sagemaker:us-west-2:651393343886:endpoint/sample-endpoint",
"EndpointConfigName": "sample-endpoint-config-1",
"ProductionVariants": [
{
"VariantName": "AllTraffic",
"CurrentWeight": 1,
"DesiredWeight": 1,
"CurrentInstanceCount": 3,
"DesiredInstanceCount": 6,
"VariantStatus": [
{
"Status": "Updating",
"StatusMessage": "Scaling out desired instance count to 6.",
"StartTime": 1635195269181,
}
]
}
],
"EndpointStatus": "UPDATING",
"CreationTime": 1635195148181,
"LastModifiedTime": 1635195148181,
"Tags": {},
}
```
以下輔助部署狀態也可用於 `VariantStatus` 物件中找到的端點。
+ `Creating`：生產變體正在建立執行個體。
範例訊息：`"Launching X instance(s)."`
+ `Deleting`：生產變體正在終止執行個體。
範例訊息：`"Terminating X instance(s)."`
+ `Updating`：生產變體正在更新容量。
範例訊息：`"Launching X instance(s)."`、`"Scaling out desired instance count to X."`
+ `ActivatingTraffic`：生產變體正在開啟流量。
範例訊息：`"Activating traffic on canary capacity of X instance(s)."`
+ `Baking`：在自動回復組態中，監控 CloudWatch 警示的等待期間。
範例訊息：`"Baking for X seconds (TerminationWaitInSeconds) with traffic enabled on full capacity of Y instance(s)."`
## SageMaker 端點狀態變更
表示 SageMaker AI 託管的即時推論端點的狀態變更。
以下顯示端點處於`IN_SERVICE`狀態的事件。
```
{
"version": "0",
"id": "d2921b5a-b0ad-cace-a8e3-0f159d018e06",
"detail-type": "SageMaker Endpoint State Change",
"source": "aws.sagemaker",
"account": "111122223333",
"time": "1583831889050",
"region": "us-west-2",
"resources": [
"arn:aws:sagemaker:us-west-2:111122223333:endpoint/myendpoint"
],
"detail": {
"EndpointName": "MyEndpoint",
"EndpointArn": "arn:aws:sagemaker:us-west-2:111122223333:endpoint/myendpoint",
"EndpointConfigName": "MyEndpointConfig",
"ProductionVariants": [
{
"DesiredWeight": 1.0,
"DesiredInstanceCount": 1.0
}
],
"EndpointStatus": "IN_SERVICE",
"CreationTime": 1592411992203.0,
"LastModifiedTime": 1592411994287.0,
"Tags": {
}
}
}
```
## SageMaker 特徵群組狀態變更
表示 SageMaker 特徵群組的`FeatureGroupStatus`或`OfflineStoreStatus`中其中之一發生變更。
```
{
"version": "0",
"id": "93201303-abdb-36a4-1b9b-4c1c3e3671c0",
"detail-type": "SageMaker Feature Group State Change",
"source": "aws.sagemaker",
"account": "111122223333",
"time": "2021-01-26T01:22:01Z",
"region": "us-east-1",
"resources": [
"arn:aws:sagemaker:us-east-1:111122223333:feature-group/sample-feature-group"
],
"detail": {
"FeatureGroupArn": "arn:aws:sagemaker:us-east-1:111122223333:feature-group/sample-feature-group",
"FeatureGroupName": "sample-feature-group",
"RecordIdentifierFeatureName": "RecordIdentifier",
"EventTimeFeatureName": "EventTime",
"FeatureDefinitions": [
{
"FeatureName": "RecordIdentifier",
"FeatureType": "Integral"
},
{
"FeatureName": "EventTime",
"FeatureType": "Fractional"
}
],
"CreationTime": 1611624059000,
"OnlineStoreConfig": {
"EnableOnlineStore": true
},
"OfflineStoreConfig": {
"S3StorageConfig": {
"S3Uri": "s3://offline/s3/uri"
},
"DisableGlueTableCreation": false,
"DataCatalogConfig": {
"TableName": "sample-feature-group-1611624059",
"Catalog": "AwsDataCatalog",
"Database": "sagemaker_featurestore"
}
},
"RoleArn": "arn:aws:iam::111122223333:role/SageMakerRole",
"FeatureGroupStatus": "Active",
"Tags": {}
}
}
```
## SageMaker 超參數調校任務狀態變更
表示 SageMaker 超參數調校任務的狀態變更。
```
{
"version": "0",
"id": "844e2571-85d4-695f-b930-0153b71dcb42",
"detail-type": "SageMaker HyperParameter Tuning Job State Change",
"source": "aws.sagemaker",
"account": "111122223333",
"time": "2018-10-06T12:26:13Z",
"region": "us-east-1",
"resources": [
"arn:aws:sagemaker:us-east-1:111122223333:tuningJob/x"
],
"detail": {
"HyperParameterTuningJobName": "016bffd3-6d71-4d3a-9710-0a332b2759fc",
"HyperParameterTuningJobArn": "arn:aws:sagemaker:us-east-1:111122223333:tuningJob/x",
"TrainingJobDefinition": {
"StaticHyperParameters": {},
"AlgorithmSpecification": {
"TrainingImage": "trainingImageName",
"TrainingInputMode": "inputModeFile",
"MetricDefinitions": [
{
"Name": "metricName",
"Regex": "regex"
}
]
},
"RoleArn": "roleArn",
"InputDataConfig": [
{
"ChannelName": "channelName",
"DataSource": {
"S3DataSource": {
"S3DataType": "s3DataType",
"S3Uri": "s3Uri",
"S3DataDistributionType": "s3DistributionType"
}
},
"ContentType": "contentType",
"CompressionType": "gz",
"RecordWrapperType": "RecordWrapper"
}
],
"VpcConfig": {
"SecurityGroupIds": [
"securityGroupIds"
],
"Subnets": [
"subnets"
]
},
"OutputDataConfig": {
"KmsKeyId": "kmsKeyId",
"S3OutputPath": "s3OutputPath"
},
"ResourceConfig": {
"InstanceType": "instanceType",
"InstanceCount": 10,
"VolumeSizeInGB": 500,
"VolumeKmsKeyId": "volumeKeyId"
},
"StoppingCondition": {
"MaxRuntimeInSeconds": 3600
}
},
"HyperParameterTuningJobStatus": "status",
"CreationTime": "1583831889050",
"LastModifiedTime": "1583831889050",
"TrainingJobStatusCounters": {
"Completed": 1,
"InProgress": 0,
"RetryableError": 0,
"NonRetryableError": 0,
"Stopped": 0
},
"ObjectiveStatusCounters": {
"Succeeded": 1,
"Pending": 0,
"Failed": 0
},
"Tags": {}
}
}
```
## SageMaker HyperPod 叢集事件
指出處於 SageMaker HyperPod 叢集狀態的新事件。如需詳細資訊，請參閱 [DescribeClusterEvent](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_DescribeClusterEvent.html) 操作。
```
{
"version": "0",
"id": "0bd4a141-0a02-9d8a-f977-3924c3fb259c",
"detail-type": "SageMaker HyperPod Cluster Event",
"source": "aws.sagemaker",
"account": "[REDACTED:BANK_ACCOUNT_NUMBER]",
"time": "2025-04-28T16:59:01Z",
"region": "us-west-2",
"resources": [
"arn:aws:sagemaker:us-west-2:111122223333:cluster/sample-cluster"
],
"detail": {
"EventDetails": {
"EventId": "a307fae0-6937-40f9-af2f-16eb873d340a",
"ClusterArn": "arn:aws:sagemaker:us-west-2:111122223333:cluster/sample-cluster",
"ClusterName": "sample-cluster",
"InstanceGroupName": "sample-instance-group",
"InstanceId": "i-0391f86fa0fe0d465",
"ResourceType": "Instance",
"EventTime": 1745858447412,
"EventDetails": {
"EventMetadata": {
"Instance": {
"LcsExecutionState": "Started"
}
}
},
"Description": "Instance lifecycle script execution for EC2InstanceId i-0391f86fa0fe0d465 has Started"
}
}
}
```
## SageMaker HyperPod 叢集節點運作狀態
指出 HyperPod 偵測到運作狀態不佳的節點，或當運作狀態不佳的節點轉換為運作狀態時。
```
{
"version": "0",
"id": "0bd4a141-0a02-9d8a-f977-3924c3fb259c",
"detail-type": "SageMaker HyperPod Cluster Node Health Event",
"source": "aws.sagemaker",
"account": "111122223333",
"time": "2021-10-25T01:52:12Z",
"region": "us-west-2",
"resources": [
"arn:aws:sagemaker:us-west-2:111122223333:cluster/sample-cluster"
],
"detail": {
"ClusterName": "sample-cluster",
"ClusterArn": "arn:aws:sagemaker:us-west-2:111122223333:cluster/sample-cluster",
"InstanceId": "i-12345678abcdefghi",
"Tags": {},
"HealthSummary": {
"HealthStatus": "Unhealthy",
"HealthStatusReason": "HyperPod Health Monitoring Agent (HMA) has detected fault type NvidiaErrorTerminate on this node and is unhealthy.",
"RepairAction": "None",
"Recommendation": "Please Replace the Faulty Node."
}
}
}
```
## SageMaker HyperPod 叢集狀態變更
表示 SageMaker HyperPod 叢集狀態的變更。如需詳細資訊，請參閱 [DescribeCluster](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_DescribeCluster.html#API_DescribeCluster_ResponseSyntax) API 參考。
```
{
"version": "0",
"id": "0bd4a141-0a02-9d8a-f977-3924c3fb259c",
"detail-type": "SageMaker HyperPod Cluster State Change",
"source": "aws.sagemaker",
"account": "111122223333",
"time": "2025-04-28T16:59:01Z",
"region": "us-west-2",
"resources": [
"arn:aws:sagemaker:us-west-2:111122223333:cluster/sample-cluster"
],
"detail": {
"ClusterArn": "arn:aws:sagemaker:us-west-2:111122223333:cluster/sample-cluster",
"ClusterName": "sample-cluster",
"ClusterStatus": "InService",
"CreationTime": 1745858447412,
"FailureMessage": "",
"InstanceGroups": [
{
"CurrentCount": 1,
"ExecutionRole": "arn:aws:iam::111122223333:role/sagemaker-hyperpod-AmazonSagemakerClusterExecutionR-123OTacPcKk1",
"InstanceGroupName": "example instance group name",
"InstanceStorageConfigs": [
{}
],
"InstanceType": "ml.t3.medium",
"LifeCycleConfig": {
"OnCreate": "on_create.sh",
"SourceS3Uri": "s3://sagemaker-hyperpod//LifeCycleScripts/base-config/provisioning_parameters.json"
},
"OnStartDeepHealthChecks": [
"example health checks"
],
"OverrideVpcConfig": {
"SecurityGroupIds": [
"SecurityGroupId1"
],
"Subnets": [
"Subnet1"
]
},
"Status": "Failed",
"TargetCount": 2,
"ThreadsPerCore": 2,
"TrainingPlanArn": "arn:aws:sagemaker:us-west-2:111122223333:training-plan/large-models-fine-tuning",
"TrainingPlanStatus": "NotApplicable"
}
],
"NodeRecovery": "Automatic",
"Orchestrator": {
"Eks": {
"ClusterArn": "arn:aws:eks:us-west-2:111122223333:cluster/my-hyperPod-eks-cluster"
}
},
"VpcConfig": {
"SecurityGroupIds": [
"SecurityGroupId2"
],
"Subnets": [
"Subnet2"
]
}
}
}
```
## SageMaker 映像狀態變更
表示 SageMaker 映像的狀態變更。
```
{
"version": "0",
"id": "cee033a3-17d8-49f8-865f-b9ebf485d9ee",
"detail-type": "SageMaker Image State Change",
"source": "aws.sagemaker",
"account": "111122223333",
"time": "2021-04-29T01:29:59Z",
"region": "us-east-1",
"resources": ["arn:aws:sagemaker:us-west-2:111122223333:image/cee033a3-17d8-49f8-865f-b9ebf485d9ee"],
"detail": {
"ImageName": "cee033a3-17d8-49f8-865f-b9ebf485d9ee",
"ImageArn": "arn:aws:sagemaker:us-west-2:111122223333:image/cee033a3-17d8-49f8-865f-b9ebf485d9ee",
"ImageStatus": "Creating",
"Version": 1.0,
"Tags": {}
}
}
```
## SageMaker 映像版本狀態變更
表示 SageMaker 映像版本的狀態變更。
```
{
"version": "0",
"id": "07fc4615-ebd7-15fc-1746-243411f09f04",
"detail-type": "SageMaker Image Version State Change",
"source": "aws.sagemaker",
"account": "111122223333",
"time": "2021-04-29T01:29:59Z",
"region": "us-east-1",
"resources": ["arn:aws:sagemaker:us-west-2:111122223333:image-version/07800032-2d29-48b7-8f82-5129225b2a85"],
"detail": {
"ImageArn": "arn:aws:sagemaker:us-west-2:111122223333:image/a70ff896-c832-4fe8-add6-eba25a0f43e6",
"ImageVersionArn": "arn:aws:sagemaker:us-west-2:111122223333:image-version/07800032-2d29-48b7-8f82-5129225b2a85",
"ImageVersionStatus": "Creating",
"Version": 1.0,
"Tags": {}
}
}
```
## SageMaker 模型卡狀態變更
表示 Amazon SageMaker 模型卡的狀態變更。如需模型卡的更多相關資訊，請參閱[Amazon SageMaker 模型卡](model-cards.md)。
```
{
"version": "0",
"id": "aa7a9c4f-2caa-4d04-a6de-e67227ba4302",
"detail-type": "SageMaker Model Card State Change",
"source": "aws.sagemaker",
"account": "111122223333",
"time": "2022-11-30T00:00:00Z",
"region": "us-east-1",
"resources": [
"arn:aws:sagemaker:us-east-1:111122223333:model-card/example-card"
],
"detail": {
"ModelCardVersion": 2,
"LastModifiedTime": "2022-12-03T00:09:44.893854735Z",
"LastModifiedBy": {
"DomainId": "us-east-1",
"UserProfileArn": "arn:aws:sagemaker:us-east-1:111122223333:user-profile/user",
"UserProfileName": "user"
},
"CreationTime": "2022-12-03T00:09:33.084Z",
"CreatedBy": {
"DomainId": "us-east-1",
"UserProfileArn": "arn:aws:sagemaker:us-east-1:111122223333:user-profile/user",
"UserProfileName": "user"
},
"ModelCardName": "example-card",
"ModelId": "example-model",
"ModelCardStatus": "Draft",
"AccountId": "111122223333",
"SecurityConfig": {}
}
}
```
## SageMaker 模型套件狀態變更
表示 SageMaker 模型套件的狀態變更。
```
{
"version": "0",
"id": "844e2571-85d4-695f-b930-0153b71dcb42",
"detail-type": "SageMaker Model Package State Change",
"source": "aws.sagemaker",
"account": "111122223333",
"time": "2021-02-24T17:00:14Z",
"region": "us-east-2",
"resources": [
"arn:aws:sagemaker:us-east-2:111122223333:model-package/versionedmp-p-idy6c3e1fiqj/2"
],
"source": [
"aws.sagemaker"
],
"detail": {
"ModelPackageGroupName": "versionedmp-p-idy6c3e1fiqj",
"ModelPackageVersion": 2,
"ModelPackageArn": "arn:aws:sagemaker:us-east-2:111122223333:model-package/versionedmp-p-idy6c3e1fiqj/2",
"CreationTime": "2021-02-24T17:00:14Z",
"InferenceSpecification": {
"Containers": [
{
"Image": "257758044811.dkr.ecr.us-east-2.amazonaws.com/sagemaker-xgboost:1.0-1-cpu-py3",
"ImageDigest": "sha256:4dc8a7e4a010a19bb9e0a6b063f355393f6e623603361bd8b105f554d4f0c004",
"ModelDataUrl": "s3://sagemaker-project-p-idy6c3e1fiqj/versionedmp-p-idy6c3e1fiqj/AbaloneTrain/pipelines-4r83jejmhorv-TrainAbaloneModel-xw869y8C4a/output/model.tar.gz"
}
],
"SupportedContentTypes": [
"text/csv"
],
"SupportedResponseMIMETypes": [
"text/csv"
]
},
"ModelPackageStatus": "Completed",
"ModelPackageStatusDetails": {
"ValidationStatuses": [],
"ImageScanStatuses": []
},
"CertifyForMarketplace": false,
"ModelApprovalStatus": "Rejected",
"MetadataProperties": {
"GeneratedBy": "arn:aws:sagemaker:us-east-2:111122223333:pipeline/versionedmp-p-idy6c3e1fiqj/execution/4r83jejmhorv"
},
"ModelMetrics": {
"ModelQuality": {
"Statistics": {
"ContentType": "application/json",
"S3Uri": "s3://sagemaker-project-p-idy6c3e1fiqj/versionedmp-p-idy6c3e1fiqj/script-2021-02-24-10-55-15-413/output/evaluation/evaluation.json"
}
}
},
"ModelLifeCycle": {
"Stage": "Development",
"StageStatus": "Approved",
"StageDescription": "StageDescription"
},
"UpdatedModelPackageFields": [
"ModelLifeCycle"
# Other possible values are
# "ModelApprovalStatus","ApprovalDescription","sourceUri","CustomerMetadataProperties", "InferenceSpecification"
]
"LastModifiedTime": "2021-02-24T17:00:14Z"
}
}
```
## SageMaker 模型狀態變更
表示 SageMaker AI 模型的狀態變更。建立或刪除 SageMaker AI 模型時，會發生狀態變更。
```
{
"source": ["aws.sagemaker"],
"detail-type": ["SageMaker Model State Change"],
"Resources" : ["arn:aws:sagemaker:us-east-1:111122223333:model/model-name"]
}
```
如果在`Resources`下指定模型，則會在此模型發生狀態變更時，產生事件並傳送至 EventBridge。如果您未為`Resources`指定一個值，當與您帳戶相關聯對象的任何 SageMaker AI 模型發生狀態變更時，將會產生事件。
## SageMaker 管道執行狀態變更
表示 SageMaker 管道執行的狀態變更。
`currentPipelineExecutionStatus` 和 `previousPipelineExecutionStatus` 可以是下列其中一個值：
+ 執行中
+ Succeeded
+ 失敗
+ 正在停止
+ 已停止
```
{
"version": "0",
"id": "315c1398-40ff-a850-213b-158f73kd93ir",
"detail-type": "SageMaker Model Building Pipeline Execution Status Change",
"source": "aws.sagemaker",
"account": "111122223333",
"time": "2021-03-15T16:10:11Z",
"region": "us-east-1",
"resources": ["arn:aws:sagemaker:us-east-1:111122223333:pipeline/myPipeline-123", "arn:aws:sagemaker:us-east-1:111122223333:pipeline/myPipeline-123/execution/p4jn9xou8a8s"],
"detail": {
"pipelineExecutionDisplayName": "SomeDisplayName",
"currentPipelineExecutionStatus": "Succeeded",
"previousPipelineExecutionStatus": "Executing",
"executionStartTime": "2021-03-15T16:03:13Z",
"executionEndTime": "2021-03-15T16:10:10Z",
"pipelineExecutionDescription": "SomeDescription",
"pipelineArn": "arn:aws:sagemaker:us-east-1:111122223333:pipeline/myPipeline-123",
"pipelineExecutionArn": "arn:aws:sagemaker:us-east-1:111122223333:pipeline/myPipeline-123/execution/p4jn9xou8a8s"
}
}
```
## SageMaker 管道步驟狀態變更
表示 SageMaker 管道步驟的狀態變更。
如果有快取命中，則事件會包含 `cacheHitResult` 欄位。`currentStepStatus` 和 `previousStepStatus` 可以是以下值之一：
+ 啟動
+ 執行中
+ Succeeded
+ 失敗
+ 正在停止
+ 已停止
如果 `currentStepStatus` 的值是 `Failed`，則事件包含 `failureReason` 欄位，其中提供步驟失敗的原因說明。
```
{
"version": "0",
"id": "ea37ccbb-5e2b-05e9-4073-1daazc940304",
"detail-type": "SageMaker Model Building Pipeline Execution Step Status Change",
"source": "aws.sagemaker",
"account": "111122223333",
"time": "2021-03-15T16:10:10Z",
"region": "us-east-1",
"resources": ["arn:aws:sagemaker:us-east-1:111122223333:pipeline/myPipeline-123", "arn:aws:sagemaker:us-east-1:111122223333:pipeline/myPipeline-123/execution/p4jn9xou8a8s"],
"detail": {
"metadata": {
"processingJob": {
"arn": "arn:aws:sagemaker:us-east-1:111122223333:processing-job/pipelines-p4jn9xou8a8s-myprocessingstep1-tmgxry49ug"
}
},
"stepStartTime": "2021-03-15T16:03:14Z",
"stepEndTime": "2021-03-15T16:10:09Z",
"stepName": "myprocessingstep1",
"stepType": "Processing",
"previousStepStatus": "Executing",
"currentStepStatus": "Succeeded",
"pipelineArn": "arn:aws:sagemaker:us-east-1:111122223333:pipeline/myPipeline-123",
"pipelineExecutionArn": "arn:aws:sagemaker:us-east-1:111122223333:pipeline/myPipeline-123/execution/p4jn9xou8a8s"
}
}
```
## SageMaker 處理任務狀態變更
表示 SageMaker 處理任務的狀態變更。
下列範例事件適用於失敗的處理任務，其中 `ProcessingJobStatus` 值為 `Failed`。
```
{
"version": "0",
"id": "0a15f67d-aa23-0123-0123-01a23w89r01t",
"detail-type": "SageMaker Processing Job State Change",
"source": "aws.sagemaker",
"account": "111122223333",
"time": "2019-05-31T21:49:54Z",
"region": "us-east-1",
"resources": ["arn:aws:sagemaker:us-west-2:037210630506:processing-job/integ-test-analytics-algo-54ee3282-5899-4aa3-afc2-7ce1d02"],
"detail": {
"ProcessingInputs": [{
"InputName": "InputName",
"S3Input": {
"S3Uri": "s3://input/s3/uri",
"LocalPath": "/opt/ml/processing/input/local/path",
"S3DataType": "MANIFEST_FILE",
"S3InputMode": "PIPE",
"S3DataDistributionType": "FULLYREPLICATED"
}
}],
"ProcessingOutputConfig": {
"Outputs": [{
"OutputName": "OutputName",
"S3Output": {
"S3Uri": "s3://output/s3/uri",
"LocalPath": "/opt/ml/processing/output/local/path",
"S3UploadMode": "CONTINUOUS"
}
}],
"KmsKeyId": "KmsKeyId"
},
"ProcessingJobName": "integ-test-analytics-algo-54ee3282-5899-4aa3-afc2-7ce1d02",
"ProcessingResources": {
"ClusterConfig": {
"InstanceCount": 3,
"InstanceType": "ml.c5.xlarge",
"VolumeSizeInGB": 5,
"VolumeKmsKeyId": "VolumeKmsKeyId"
}
},
"StoppingCondition": {
"MaxRuntimeInSeconds": 2000
},
"AppSpecification": {
"ImageUri": "012345678901.dkr.ecr.us-west-2.amazonaws.com/processing-uri:latest"
},
"NetworkConfig": {
"EnableInterContainerTrafficEncryption": true,
"EnableNetworkIsolation": false,
"VpcConfig": {
"SecurityGroupIds": ["SecurityGroupId1", "SecurityGroupId2", "SecurityGroupId3"],
"Subnets": ["Subnet1", "Subnet2"]
}
},
"RoleArn": "arn:aws:iam::037210630506:role/SageMakerPowerUser",
"ExperimentConfig": {},
"ProcessingJobArn": "arn:aws:sagemaker:us-west-2:037210630506:processing-job/integ-test-analytics-algo-54ee3282-5899-4aa3-afc2-7ce1d02",
"ProcessingJobStatus":"Failed",
"FailureReason":"InternalServerError: We encountered an internal error. Please try again.",
"ProcessingEndTime":1704320746000,
"ProcessingStartTime":1704320734000,
"LastModifiedTime":1704320746000,
"CreationTime":1704320199000
}
}
```
## SageMaker 訓練任務狀態變更
表示 SageMaker 訓練任務的狀態變更。
如果 `TrainingJobStatus` 的值是 `Failed`，則事件包含 `FailureReason` 欄位，其中提供訓練任務失敗的原因說明。
```
{
"version": "0",
"id": "844e2571-85d4-695f-b930-0153b71dcb42",
"detail-type": "SageMaker Training Job State Change",
"source": "aws.sagemaker",
"account": "111122223333",
"time": "2018-10-06T12:26:13Z",
"region": "us-east-1",
"resources": [
"arn:aws:sagemaker:us-east-1:111122223333:training-job/kmeans-1"
],
"detail": {
"TrainingJobName": "89c96cc8-dded-4739-afcc-6f1dc936701d",
"TrainingJobArn": "arn:aws:sagemaker:us-east-1:111122223333:training-job/kmeans-1",
"TrainingJobStatus": "Completed",
"SecondaryStatus": "Completed",
"HyperParameters": {
"Hyper": "Parameters"
},
"AlgorithmSpecification": {
"TrainingImage": "TrainingImage",
"TrainingInputMode": "TrainingInputMode"
},
"RoleArn": "arn:aws:iam::111122223333:role/SMRole",
"InputDataConfig": [
{
"ChannelName": "Train",
"DataSource": {
"S3DataSource": {
"S3DataType": "S3DataType",
"S3Uri": "S3Uri",
"S3DataDistributionType": "S3DataDistributionType"
}
},
"ContentType": "ContentType",
"CompressionType": "CompressionType",
"RecordWrapperType": "RecordWrapperType"
}
],
"OutputDataConfig": {
"KmsKeyId": "KmsKeyId",
"S3OutputPath": "S3OutputPath"
},
"ResourceConfig": {
"InstanceType": "InstanceType",
"InstanceCount": 3,
"VolumeSizeInGB": 20,
"VolumeKmsKeyId": "VolumeKmsKeyId"
},
"VpcConfig": {
},
"StoppingCondition": {
"MaxRuntimeInSeconds": 60
},
"CreationTime": "1583831889050",
"TrainingStartTime": "1583831889050",
"TrainingEndTime": "1583831889050",
"LastModifiedTime": "1583831889050",
"SecondaryStatusTransitions": [
],
"Tags": {
}
}
}
```
## SageMaker 轉換任務狀態變更
表示 SageMaker 批次轉換工作的狀態變更。
如果 `TransformJobStatus` 的值是 `Failed`，則事件包含 `FailureReason` 欄位，其中提供訓練任務失敗的原因說明。
```
{
"version": "0",
"id": "844e2571-85d4-695f-b930-0153b71dcb42",
"detail-type": "SageMaker Transform Job State Change",
"source": "aws.sagemaker",
"account": "111122223333",
"time": "2018-10-06T12:26:13Z",
"region": "us-east-1",
"resources": ["arn:aws:sagemaker:us-east-1:111122223333:transform-job/myjob"],
"detail": {
"TransformJobName": "4b52bd8f-e034-4345-818d-884bdd7c9724",
"TransformJobArn": "arn:aws:sagemaker:us-east-1:111122223333:transform-job/myjob",
"TransformJobStatus": "another status... GO",
"FailureReason": "failed why 1",
"ModelName": "i am a beautiful model",
"MaxConcurrentTransforms": 5,
"MaxPayloadInMB": 10,
"BatchStrategy": "Strategizing...",
"Environment": {
"environment1": "environment2"
},
"TransformInput": {
"DataSource": {
"S3DataSource": {
"S3DataType": "s3DataType",
"S3Uri": "s3Uri"
}
},
"ContentType": "content type",
"CompressionType": "compression type",
"SplitType": "split type"
},
"TransformOutput": {
"S3OutputPath": "s3Uri",
"Accept": "accept",
"AssembleWith": "assemblyType",
"KmsKeyId": "kmsKeyId"
},
"TransformResources": {
"InstanceType": "instanceType",
"InstanceCount": 3
},
"CreationTime": "2018-10-06T12:26:13Z",
"TransformStartTime": "2018-10-06T12:26:13Z",
"TransformEndTime": "2018-10-06T12:26:13Z",
"Tags": {}
}
}
```
如需 SageMaker AI 任務的狀態值，及其端點和管道意義的更多相關資訊，請參閱下列連結：
+ [https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_DescribeAlgorithm.html#sagemaker-DescribeAlgorithm-response-AlgorithmStatus](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_DescribeAlgorithm.html#sagemaker-DescribeAlgorithm-response-AlgorithmStatus)
+ [https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_DescribeEndpoint.html#sagemaker-DescribeEndpoint-response-EndpointStatus](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_DescribeEndpoint.html#sagemaker-DescribeEndpoint-response-EndpointStatus)
+ [https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_DescribeFeatureGroup.html#sagemaker-DescribeFeatureGroup-response-FeatureGroupStatus](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_DescribeFeatureGroup.html#sagemaker-DescribeFeatureGroup-response-FeatureGroupStatus)
+ [https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_DescribeHyperParameterTuningJob.html#sagemaker-DescribeHyperParameterTuningJob-response-HyperParameterTuningJobStatus](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_DescribeHyperParameterTuningJob.html#sagemaker-DescribeHyperParameterTuningJob-response-HyperParameterTuningJobStatus)
+ [https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_DescribeLabelingJob.html#sagemaker-DescribeLabelingJob-response-LabelingJobStatus](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_DescribeLabelingJob.html#sagemaker-DescribeLabelingJob-response-LabelingJobStatus)
+ [https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_DescribeModelPackage.html#sagemaker-DescribeModelPackage-response-ModelPackageStatus](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_DescribeModelPackage.html#sagemaker-DescribeModelPackage-response-ModelPackageStatus)
+ [https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_DescribeNotebookInstance.html#sagemaker-DescribeNotebookInstance-response-NotebookInstanceStatus](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_DescribeNotebookInstance.html#sagemaker-DescribeNotebookInstance-response-NotebookInstanceStatus)
+ [https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_DescribePipelineExecution.html#sagemaker-DescribePipelineExecution-response-PipelineExecutionStatus](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_DescribePipelineExecution.html#sagemaker-DescribePipelineExecution-response-PipelineExecutionStatus)
+ [https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_PipelineExecutionStep.html#sagemaker-Type-PipelineExecutionStep-StepStatus](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_PipelineExecutionStep.html#sagemaker-Type-PipelineExecutionStep-StepStatus)
+ [https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_DescribeProcessingJob.html#sagemaker-DescribeProcessingJob-response-ProcessingJobStatus](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_DescribeProcessingJob.html#sagemaker-DescribeProcessingJob-response-ProcessingJobStatus)
+ [https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_DescribeTrainingJob.html#sagemaker-DescribeTrainingJob-response-TrainingJobStatus](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_DescribeTrainingJob.html#sagemaker-DescribeTrainingJob-response-TrainingJobStatus)
+ [https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_DescribeTransformJob.html#sagemaker-DescribeTransformJob-response-TransformJobStatus](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_DescribeTransformJob.html#sagemaker-DescribeTransformJob-response-TransformJobStatus)
如需詳細資訊，請參閱[「Amazon EventBridge 使用者指南」](https://docs.aws.amazon.com/eventbridge/latest/userguide/what-is-amazon-eventbridge.html)。