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AWS for Query.Farm

aws.sagemaker_featurestore_runtime.get_record

Example SQL Queries

SELECT * FROM
aws.sagemaker_featurestore_runtime.get_record
WHERE
"feature_group_name" = 'VALUE'
AND "record_identifier_value_as_string" = 'VALUE';

Description

Use for OnlineStore serving from a FeatureStore. Only the latest records stored in the OnlineStore can be retrieved. If no Record with RecordIdentifierValue is found, then an empty result is returned.

Table Definition

Column NameColumn Data Type
feature_group_name Required Input Column

The name or Amazon Resource Name (ARN) of the feature group from which you want to retrieve a record.

VARCHAR
record_identifier_value_as_string Required Input Column

The value that corresponds to RecordIdentifier type and uniquely identifies the record in the FeatureGroup. 

VARCHAR
expiration_time_response Input Column

Parameter to request ExpiresAt in response. If Enabled, GetRecord will return the value of ExpiresAt, if it is not null. If Disabled and null, GetRecord will return null.

VARCHAR
feature_names Input Column

List of names of Features to be retrieved. If not specified, the latest value for all the Features are returned.

VARCHAR[]
Show child fields
feature_names[]
_aws_profile Input Column

The AWS profile defines the AWS identity used. It can be defined via credentials or by assuming a IAM role.

STRUCT(
    "type" VARCHAR,
    "name" VARCHAR,
    "account_id" VARCHAR,
    "via_profile_name" VARCHAR,
    "assumed_role_arn" VARCHAR,
    "organization" STRUCT(
        "account_name" VARCHAR,
        "id" VARCHAR,
        "tags" STRUCT(
            "key" VARCHAR,
            "value" VARCHAR
        )[],
        "master_account" STRUCT(
            "id" VARCHAR,
            "email" VARCHAR
        ),
        "parents" STRUCT(
            "type" VARCHAR,
            "id" VARCHAR,
            "name" VARCHAR,
            "tags" STRUCT(
                "key" VARCHAR,
                "value" VARCHAR
            )[]
        )[]
    )
)
Show child fields
_aws_profile.account_id

The AWS account id

_aws_profile.assumed_role_arn

The ARN of the assumed role

_aws_profile.name

The unique name of the profile.

_aws_profile.organization

Information about this profile's membership in the AWS organization.

Show child fields
_aws_profile.organization.account_name

The name of account speciifed by the organization

_aws_profile.organization.id

The organization id

_aws_profile.organization.master_account
Show child fields
_aws_profile.organization.master_account.email

The organization master account email address

_aws_profile.organization.master_account.id

The organization master account id

_aws_profile.organization.parents[]
Show child fields
_aws_profile.organization.parents[].id

The id of the parent

_aws_profile.organization.parents[].name

The name of the parent

_aws_profile.organization.parents[].tags[]
Show child fields
_aws_profile.organization.parents[].tags[].key
_aws_profile.organization.parents[].tags[].value
_aws_profile.organization.parents[].type

The type of parent can be an organization unit or a root

_aws_profile.organization.tags[]
Show child fields
_aws_profile.organization.tags[].key
_aws_profile.organization.tags[].value
_aws_profile.type

The type of profile, either 'credentials' or 'assumed_role'

_aws_profile.via_profile_name

This IAM role for this profile is assumed by first utilizing another profile with this name to obtain credentials.

expires_at

The ExpiresAt ISO string of the requested record.

VARCHAR
record

The record you requested. A list of FeatureValues.

STRUCT(
    "feature_name" VARCHAR,
    "value_as_string" VARCHAR,
    "value_as_string_list" VARCHAR[]
)[]
Show child fields
record[]
Show child fields
record[].feature_name

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

record[].value_as_string

The value in string format associated with a feature. Used when your CollectionType is None. Note that features types can be String, Integral, or Fractional. This value represents all three types as a string.

record[].value_as_string_list[]