# Amazon SageMaker AI events
<a name="events-ref-sagemaker"></a>

SageMaker AI sends service events directly to EventBridge, as well as via AWS CloudTrail.

## SageMaker AI service events
<a name="events-ref-sagemaker-events"></a>

SageMaker AI sends the following events directly to EventBridge: 
+ SageMaker Training Job State Change
+ SageMaker HyperParameter Tuning Job State Change
+ SageMaker Transform Job State Change
+ SageMaker Endpoint Config State Change
+ SageMaker Endpoint State Change
+ SageMaker Model State Change
+ SageMaker Notebook Instance State Change
+ SageMaker Notebook Lifecycle Config State Change
+ SageMaker Algorithm State Change
+ SageMaker Model Package State Change
+ SageMaker Processing Job State Change
+ SageMaker Feature Group State Change
+ SageMaker Image State Change
+ SageMaker Image Version State Change
+ SageMaker Endpoint Deployment State Change
+ SageMaker Model Card State Change
+ SageMaker Model Card Export Job State Change
+ SageMaker Monitoring Schedule State Change
+ SageMaker HyperPod Cluster State Change
+ SageMaker HyperPod Cluster Node Health Event
+ SageMaker HyperPod Cluster Event
+ SageMaker A2I HumanLoop Status Change
+ SageMaker Human Loop Finished
+ SageMaker Human Loop Step Execution Finished
+ SageMaker Human Task Accepted
+ SageMaker Human Task Created
+ SageMaker Human Task Declined
+ SageMaker Human Task Expired
+ SageMaker Human Task Returned
+ SageMaker Human Task Submitted
+ SageMaker Ground Truth Labeling Job State Change
+ SageMaker Model Building Pipeline Execution Status Change
+ SageMaker Model Building Pipeline Execution Step Status Change
+ SageMaker Ground Truth Labeling Job Task Status Change
+ SageMaker Evaluation Job Status Change
+ SageMaker Tracking Server Creating
+ SageMaker Tracking Server Created
+ SageMaker Tracking Server Create Failed
+ SageMaker Tracking Server Updating
+ SageMaker Tracking Server Updated
+ SageMaker Tracking Server Update Failed
+ SageMaker Tracking Server Deleting
+ SageMaker Tracking Server Deleted
+ SageMaker Tracking Server Delete Failed
+ SageMaker Tracking Server Starting
+ SageMaker Tracking Server Started
+ SageMaker Tracking Server Start Failed
+ SageMaker Tracking Server Stopping
+ SageMaker Tracking Server Stopped
+ SageMaker Tracking Server Stop Failed
+ SageMaker Tracking Server Maintenance In Progress
+ SageMaker Tracking Server Maintenance Complete
+ SageMaker Tracking Server Maintenance Failed
+ SageMaker MLFlow Tracking Server Creating Run
+ SageMaker MLFlow Tracking Server Creating RegisteredModel
+ SageMaker MLFlow Tracking Server Creating ModelVersion
+ SageMaker MLFlow Tracking Server Transitioning ModelVersion Stage
+ SageMaker MLFlow Tracking Server Setting Registered Model Alias

*Delivery type*: [ Best effort ](event-delivery-level.md) 

To match against all events from this service, create an event pattern that matches against the following event attribute:
+ `source`: aws.sagemaker

```
{
  "source": ["aws.sagemaker"]
}
```

To match against specific events, include a `detail-type` attribute specifying an array of event names to match. For example:

```
{
  "source": ["aws.sagemaker"],
  "detail-type": ["SageMaker Training Job State Change"]
}
```

For more information, see [Creating event patterns](https://docs.aws.amazon.com/eventbridge/latest/userguide/eb-event-patterns.html#eb-create-pattern) in the *Amazon EventBridge User Guide*.

## SageMaker AI events delivered via AWS CloudTrail
<a name="event-ref-sagemaker-events-via-CT"></a>

AWS CloudTrail sends events originating from SageMaker AI to EventBridge. AWS services deliver events to CloudTrail on a [best effort](event-delivery-level.md) basis. For more information, see [AWS service events delivered via AWS CloudTrail](https://docs.aws.amazon.com/eventbridge/latest/userguide/eb-service-event-cloudtrail.html) in the *Amazon EventBridge User Guide*.

To match events from this service delivered by AWS CloudTrail, create an event pattern that matches against the following event attributes:
+ `source`: aws.sagemaker
+ `eventSource`: sagemaker.amazonaws.com

```
{
  "source": ["aws.sagemaker"],
  "detail-type": ["AWS API Call via CloudTrail"],
  "detail": {
    "eventSource": ["sagemaker.amazonaws.com"]
  }
}
```

To match against a specific API calls from this service, include an `eventName` attribute specifying an array of API calls to match:

```
{
  "source": ["aws.sagemaker"],
  "detail-type": ["AWS API Call via CloudTrail"],
  "detail": {
    "eventSource": ["sagemaker.amazonaws.com"],
    "eventName": ["api-action-name"]
  }
}
```