ml_configurations

Creates, updates, deletes, gets or lists a ml_configurations resource.

Overview

Name	ml_configurations
Type	Resource
Id	aws.cleanroomsml.ml_configurations

Fields

The following fields are returned by SELECT queries:

get_ml_configuration

Name	Datatype	Description
create_time	string (date-time)	The time at which the ML configuration was created.
default_output_location	object	The Amazon S3 location where ML model output is stored.
membership_identifier	string	The membership ID of the member that owns the ML configuration you requested. (pattern: <code>[0-9a-f]{8}-[0-9a-f]{4}-[0-9a-f]{4}-[0-9a-f]{4}-[0-9a-f]{12}</code>)
update_time	string (date-time)	The most recent time at which the ML configuration was updated.

Methods

The following methods are available for this resource:

Name	Accessible by	Required Params	Optional Params	Description
get_ml_configuration	select	membership_identifier, region		Returns information about a specific ML configuration.
put_ml_configuration	replace	membership_identifier, region, defaultOutputLocation		Assigns information about an ML configuration.
delete_ml_configuration	delete	membership_identifier, region		Deletes a ML modeling configuration.

Parameters

Parameters can be passed in the WHERE clause of a query. Check the Methods section to see which parameters are required or optional for each operation.

Name	Datatype	Description
membership_identifier	string	The membership ID of the of the member that is deleting the ML modeling configuration.
region	string	AWS region (default: us-east-1)

SELECT examples

get_ml_configuration

Returns information about a specific ML configuration.

SELECT
create_time,
default_output_location,
membership_identifier,
update_time
FROM aws.cleanroomsml.ml_configurations
WHERE membership_identifier = '{{ membership_identifier }}' -- required
AND region = '{{ region }}' -- required
;

REPLACE examples

put_ml_configuration

Assigns information about an ML configuration.

REPLACE aws.cleanroomsml.ml_configurations
SET 
defaultOutputLocation = '{{ defaultOutputLocation }}'
WHERE 
membership_identifier = '{{ membership_identifier }}' --required
AND region = '{{ region }}' --required
AND defaultOutputLocation = '{{ defaultOutputLocation }}' --required;

DELETE examples

delete_ml_configuration

Deletes a ML modeling configuration.

DELETE FROM aws.cleanroomsml.ml_configurations
WHERE membership_identifier = '{{ membership_identifier }}' --required
AND region = '{{ region }}' --required
;