## What does Atlan crawl from SageMaker

URL: https://docs.atlan.com/apps/connectors/lineage/amazon-sagemaker/references/what-does-atlan-crawl-from-sagemaker

> Learn what AI assets and metadata Atlan crawls from Amazon SageMaker.

Atlan crawls comprehensive metadata from your Amazon SageMaker environment, covering models, jobs, deployments, and associated assets.

## Asset

Atlan crawls the following SageMaker assets, each with specific metadata fields.

### Model

SageMaker models represent trained machine learning models that can be deployed for inference. Atlan maps model packages from Amazon SageMaker to its `SageMakerModel` asset type.

| Source field | Atlan field | Description |
|-------------|-------------|-------------|
| `ModelPackageName` | `name` | Model package name (format: GroupName/Version) |
| `ModelPackageArn` | `cloudUniformResourceName` | AWS ARN of the model package |
| `CreationTime` | `sourceCreatedAt` | When the model package was created |
| `ContainerImage` | `sageMakerModelContainerImage` | Docker container image for the model |
| `S3Uri` | `sageMakerS3Uri` | S3 URI of model artifacts |
| `ModelPackageVersion` | `sageMakerModelVersion` | Version of the model package |
| `ModelPackageStatus` | `sageMakerModelStatus` | Status of the model package (ACTIVE or INACTIVE) |
| `ModelPackageGroupName` | `sageMakerModelModelGroupName` | Name of the parent Model Group |
| `ModelPackageGroupArn` | `sageMakerModelModelGroupQualifiedName` | Qualified name of the parent Model Group |
| `ModelPackageGroupArn` | `sageMakerModelGroup` | Reference to the parent Model Group |
| `ExternalUrl` | `sourceURL` | Link to AWS SageMaker console |

### Model Group

SageMaker model groups represent collections of versioned model packages that can be organized and managed together. Atlan maps model package groups from Amazon SageMaker to its `SageMakerModelGroup` asset type.

| Source field | Atlan field | Description |
|-------------|-------------|-------------|
| `ModelPackageGroupName` | `name` | Model package group name |
| `ModelPackageGroupArn` | `cloudUniformResourceName` | AWS ARN of the model package group |
| `ModelPackageGroupDescription` | `description` | Description of the model package group |
| `CreationTime` | `sourceCreatedAt` | When the model package group was created |
| `CreationTime` | `sourceUpdatedAt` | Last update time (defaults to creation time) |
| `ModelPackageGroupStatus` | `sageMakerModelGroupStatus` | Current status of the model package group |
| `ModelPackageGroupStatus` | `aiModelStatus` | Normalized AI model status (ACTIVE/INACTIVE) |
| (Derived) | `aiModelVersion` | Highest version number from model packages in the group |

### Job

SageMaker jobs represent various types of ML job executions including training, processing, and transform jobs. Atlan maps jobs from Amazon SageMaker to its `FlowControlOperation` asset type.

| Source field | Atlan field | Description |
|-------------|-------------|-------------|
| `TrainingJobName` | `name` | Job name |
| `TrainingJobArn` | `flowId` | AWS ARN of the job |
| `JobType` | `assetUserDefinedType` | Type of job (Training Job, Processing Job, Transform Job) |
| `TrainingJobStatus` | `flowStatus` | Current status of the job |
| `CreationTime` | `sourceCreatedAt` | When the job was created |
| `LastModifiedTime` | `sourceUpdatedAt` | When the job was last updated |
| `TrainingStartTime` | `flowStartedAt` | When the job started |
| `TrainingEndTime` | `flowFinishedAt` | When the job completed |
| `ExternalUrl` | `sourceURL` | Link to AWS SageMaker console |

### Feature Group

SageMaker Feature Groups represent collections of related features for machine learning training and inference. Atlan maps feature groups from Amazon SageMaker to its `SageMakerFeatureGroup` asset type.

| Source field | Atlan field | Description |
|-------------|-------------|-------------|
| `FeatureGroupName` | `name` | Feature group name |
| `FeatureGroupArn` | `cloudUniformResourceName` | AWS ARN of the feature group |
| `Description` | `description` | Feature group description |
| `CreationTime` | `sourceCreatedAt` | When the feature group was created |
| `LastModifiedTime` | `sourceUpdatedAt` | When the feature group was last updated |
| `FeatureGroupStatus` | `sageMakerFeatureGroupStatus` | Current status of the feature group |
| `FeatureCount` | `sageMakerFeatureGroupFeatureCount` | Number of features in the feature group |
| `RecordIdName` | `sageMakerFeatureGroupRecordIdName` | Name of the record identifier feature |
| `OfflineStoreS3Uri` | `sageMakerS3Uri` | S3 URI of offline store data |
| `GlueDatabase` | `sageMakerFeatureGroupGlueDatabaseName` | AWS Glue database name |
| `GlueTable` | `sageMakerFeatureGroupGlueTableName` | AWS Glue table name |
| `ExternalUrl` | `sourceURL` | Link to AWS SageMaker console |

### Model Deployment

SageMaker endpoints represent deployed models that serve real-time inference requests. Atlan maps model deployments from Amazon SageMaker to its `SageMakerModelDeployment` asset type.

| Source field | Atlan field | Description |
|-------------|-------------|-------------|
| `EndpointName` | `name` | Endpoint name |
| `EndpointArn` | `cloudUniformResourceName` | AWS ARN of the endpoint |
| `CreatedAt` | `sourceCreatedAt` | When the endpoint was created |
| `LastModifiedTime` | `sourceUpdatedAt` | When the deployment was last updated |
| `ModelDeploymentStatus` | `sageMakerModelDeploymentStatus` | Current status of the endpoint |
| `EndpointConfigName` | `sageMakerModelDeploymentEndpointConfigName` | Associated endpoint configuration |
| `ModelName` | `sageMakerModelDeploymentModelName` | Name of the parent Model |
| `ModelArn` | `sageMakerModelDeploymentModelQualifiedName` | Qualified name of the parent Model |
| `ModelArn` | `sageMakerModel` | Reference to the parent Model |
| `ExternalUrl` | `sourceURL` | Link to AWS SageMaker console |

### Feature

SageMaker features represent individual features within Feature Groups, including their data type and metadata. Atlan maps features from Amazon SageMaker to its `SageMakerFeature` asset type.

| Source field | Atlan field | Description |
|-------------|-------------|-------------|
| `FeatureName` | `name` | Feature name |
| `FeatureGroupArn` | `cloudUniformResourceName` | AWS ARN of the feature group |
| `FeatureGroupArn` | `sageMakerFeatureGroup` | Reference to the containing feature group |
| `CreationTime` | `sourceCreatedAt` | When the feature was created |
| `FeatureGroupName` | `sageMakerFeatureGroupName` | Name of the containing feature group |
| `FeatureGroupQualifiedName` | `sageMakerFeatureGroupQualifiedName` | Qualified name of the containing feature group |
| `DataType` | `sageMakerFeatureDataType` | Data type of the feature |
| `IsRecordIdentifier` | `sageMakerFeatureIsRecordIdentifier` | Whether this feature serves as record identifier |
| `LastModifiedTime` | `sourceUpdatedAt` | When the feature was last updated |

## See also

* [Preflight checks for SageMaker](https://docs.atlan.com/llms/connectors/amazon-sagemaker/preflight-checks-for-sagemaker/llms.txt): <!-- write better x-ref description here -->

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