Skip to content
AWS for Query.Farm

aws.frauddetector.get_external_models

Example SQL Queries

SELECT * FROM
aws.frauddetector.get_external_models;

Description

Gets the details for one or more Amazon SageMaker models that have been imported into the service. This is a paginated API. If you provide a null maxResults, this actions retrieves a maximum of 10 records per page. If you provide a maxResults, the value must be between 5 and 10. To get the next page results, provide the pagination token from the GetExternalModelsResult as part of your request. A null pagination token fetches the records from the beginning.

Table Definition

Column NameColumn Data Type
max_results Input Column

The maximum number of objects to return for the request.

BIGINT
model_endpoint Input Column

The Amazon SageMaker model endpoint.

VARCHAR
next_token Input Column

The next page token to be used in subsequent requests.

VARCHAR
_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.

_aws_region Input Column

The AWS region to use.

VARCHAR
external_models

Gets the Amazon SageMaker models.

STRUCT(
    "model_endpoint" VARCHAR,
    "model_source" VARCHAR,
    "invoke_model_endpoint_role_arn" VARCHAR,
    "input_configuration" STRUCT(
        "event_type_name" VARCHAR,
        "format" VARCHAR,
        "use_event_variables" BOOLEAN,
        "json_input_template" VARCHAR,
        "csv_input_template" VARCHAR
    ),
    "output_configuration" STRUCT(
        "format" VARCHAR,
        "json_key_to_variable_map" MAP(VARCHAR, VARCHAR),
        "csv_index_to_variable_map" MAP(VARCHAR, VARCHAR)
    ),
    "model_endpoint_status" VARCHAR,
    "last_updated_time" VARCHAR,
    "created_time" VARCHAR,
    "arn" VARCHAR
)[]
Show child fields
external_models[]
Show child fields
external_models[].arn

The model ARN.

external_models[].created_time

Timestamp of when the model was last created.

external_models[].input_configuration

The input configuration.

Show child fields
external_models[].input_configuration.csv_input_template

Template for constructing the CSV input-data sent to SageMaker. At event-evaluation, the placeholders for variable-names in the template will be replaced with the variable values before being sent to SageMaker.

external_models[].input_configuration.event_type_name

The event type name.

external_models[].input_configuration.format

The format of the model input configuration. The format differs depending on if it is passed through to SageMaker or constructed by Amazon Fraud Detector.

external_models[].input_configuration.json_input_template

Template for constructing the JSON input-data sent to SageMaker. At event-evaluation, the placeholders for variable names in the template will be replaced with the variable values before being sent to SageMaker.

external_models[].input_configuration.use_event_variables

The event variables.

external_models[].invoke_model_endpoint_role_arn

The role used to invoke the model.

external_models[].last_updated_time

Timestamp of when the model was last updated.

external_models[].model_endpoint

The Amazon SageMaker model endpoints.

external_models[].model_endpoint_status

The Amazon Fraud Detector status for the external model endpoint

external_models[].model_source

The source of the model.

external_models[].output_configuration

The output configuration.

Show child fields
external_models[].output_configuration.csv_index_to_variable_map

A map of CSV index values in the SageMaker response to the Amazon Fraud Detector variables.

external_models[].output_configuration.format

The format of the model output configuration.

external_models[].output_configuration.json_key_to_variable_map

A map of JSON keys in response from SageMaker to the Amazon Fraud Detector variables.