PutRecord - Amazon SageMaker Service

PutRecord

Used for data ingestion into the FeatureStore. The PutRecord API writes to both the OnlineStore and OfflineStore. If the record is the latest record for the recordIdentifier, the record is written to both the OnlineStore and OfflineStore. If the record is a historic record, it is written only to the OfflineStore.

Request Syntax

PUT /FeatureGroup/FeatureGroupName HTTP/1.1 Content-type: application/json { "Record": [ { "FeatureName": "string", "ValueAsString": "string" } ] }

URI Request Parameters

The request uses the following URI parameters.

FeatureGroupName

The name of the feature group that you want to insert the record into.

Length Constraints: Minimum length of 1. Maximum length of 64.

Pattern: ^[a-zA-Z0-9](-*[a-zA-Z0-9])*

Required: Yes

Request Body

The request accepts the following data in JSON format.

Record

List of FeatureValues to be inserted. This will be a full over-write. If you only want to update few of the feature values, do the following:

  • Use GetRecord to retrieve the latest record.

  • Update the record returned from GetRecord.

  • Use PutRecord to update feature values.

Type: Array of FeatureValue objects

Array Members: Minimum number of 1 item.

Required: Yes

Response Syntax

HTTP/1.1 200

Response Elements

If the action is successful, the service sends back an HTTP 200 response with an empty HTTP body.

Errors

For information about the errors that are common to all actions, see Common Errors.

AccessForbidden

You do not have permission to perform an action.

HTTP Status Code: 403

InternalFailure

An internal failure occurred. Try your request again. If the problem persists, contact AWS customer support.

HTTP Status Code: 500

ServiceUnavailable

The service is currently unavailable.

HTTP Status Code: 503

ValidationError

There was an error validating your request.

HTTP Status Code: 400

See Also

For more information about using this API in one of the language-specific AWS SDKs, see the following: