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
"
}
],
"TargetStores": [ "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]){0,63}
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
-
- TargetStores
-
A list of stores to which you're adding the record. By default, Feature Store adds the record to all of the stores that you're using for the
FeatureGroup
.Type: Array of strings
Array Members: Minimum number of 1 item. Maximum number of 2 items.
Valid Values:
OnlineStore | OfflineStore
Required: No
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: