SageMakerFeatureStoreRuntime / Client / put_record

put_record#

SageMakerFeatureStoreRuntime.Client.put_record(**kwargs)#

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.

See also: AWS API Documentation

Request Syntax

response = client.put_record(
    FeatureGroupName='string',
    Record=[
        {
            'FeatureName': 'string',
            'ValueAsString': 'string'
        },
    ],
    TargetStores=[
        'OnlineStore'|'OfflineStore',
    ],
    TtlDuration={
        'Unit': 'Seconds'|'Minutes'|'Hours'|'Days'|'Weeks',
        'Value': 123
    }
)
Parameters:

  • FeatureGroupName (string) –

    [REQUIRED]

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

  • Record (list) –

    [REQUIRED]

    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.

    • (dict) –

      The value associated with a feature.

      • FeatureName (string) – [REQUIRED]

        The name of a feature that a feature value corresponds to.

      • ValueAsString (string) – [REQUIRED]

        The value associated with a feature, in string format. Note that features types can be String, Integral, or Fractional. This value represents all three types as a string.

  • TargetStores (list) –

    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.

    • (string) –

  • TtlDuration (dict) –

    Time to live duration, where the record is hard deleted after the expiration time is reached; ExpiresAt = EventTime + TtlDuration. For information on HardDelete, see the DeleteRecord API in the Amazon SageMaker API Reference guide.

    • Unit (string) – [REQUIRED]

      TtlDuration time unit.

    • Value (integer) – [REQUIRED]

      TtlDuration time value.

Returns:

None

Exceptions

  • SageMakerFeatureStoreRuntime.Client.exceptions.ValidationError

  • SageMakerFeatureStoreRuntime.Client.exceptions.InternalFailure

  • SageMakerFeatureStoreRuntime.Client.exceptions.ServiceUnavailable

  • SageMakerFeatureStoreRuntime.Client.exceptions.AccessForbidden