CfnConfiguredModelAlgorithmAssociationProps

class aws_cdk.aws_cleanroomsml.CfnConfiguredModelAlgorithmAssociationProps(*, configured_model_algorithm_arn, membership_identifier, name, description=None, privacy_configuration=None, tags=None)

Bases: object

Properties for defining a CfnConfiguredModelAlgorithmAssociation.

Parameters:

configured_model_algorithm_arn (str)
membership_identifier (str)
name (str)
description (Optional[str])
privacy_configuration (Union[IResolvable, PrivacyConfigurationProperty, Dict[str, Any], None])
tags (Optional[Sequence[Union[CfnTag, Dict[str, Any]]]]) – An arbitrary set of tags (key-value pairs) for this cleanrooms-ml configured model algorithm association.

See:

http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-cleanroomsml-configuredmodelalgorithmassociation.html

ExampleMetadata:

fixture=_generated

Example:

from aws_cdk import CfnTag
# The code below shows an example of how to instantiate this type.
# The values are placeholders you should change.
from aws_cdk import aws_cleanroomsml as cleanroomsml

cfn_configured_model_algorithm_association_props = cleanroomsml.CfnConfiguredModelAlgorithmAssociationProps(
    configured_model_algorithm_arn="configuredModelAlgorithmArn",
    membership_identifier="membershipIdentifier",
    name="name",

    # the properties below are optional
    description="description",
    privacy_configuration=cleanroomsml.CfnConfiguredModelAlgorithmAssociation.PrivacyConfigurationProperty(
        policies=cleanroomsml.CfnConfiguredModelAlgorithmAssociation.PrivacyConfigurationPoliciesProperty(
            trained_model_exports=cleanroomsml.CfnConfiguredModelAlgorithmAssociation.TrainedModelExportsConfigurationPolicyProperty(
                files_to_export=["filesToExport"],
                max_size=cleanroomsml.CfnConfiguredModelAlgorithmAssociation.TrainedModelExportsMaxSizeProperty(
                    unit="unit",
                    value=123
                )
            ),
            trained_model_inference_jobs=cleanroomsml.CfnConfiguredModelAlgorithmAssociation.TrainedModelInferenceJobsConfigurationPolicyProperty(
                container_logs=[cleanroomsml.CfnConfiguredModelAlgorithmAssociation.LogsConfigurationPolicyProperty(
                    allowed_account_ids=["allowedAccountIds"],

                    # the properties below are optional
                    filter_pattern="filterPattern",
                    log_redaction_configuration=cleanroomsml.CfnConfiguredModelAlgorithmAssociation.LogRedactionConfigurationProperty(
                        entities_to_redact=["entitiesToRedact"],

                        # the properties below are optional
                        custom_entity_config=cleanroomsml.CfnConfiguredModelAlgorithmAssociation.CustomEntityConfigProperty(
                            custom_data_identifiers=["customDataIdentifiers"]
                        )
                    ),
                    log_type="logType"
                )],
                max_output_size=cleanroomsml.CfnConfiguredModelAlgorithmAssociation.TrainedModelInferenceMaxOutputSizeProperty(
                    unit="unit",
                    value=123
                )
            ),
            trained_models=cleanroomsml.CfnConfiguredModelAlgorithmAssociation.TrainedModelsConfigurationPolicyProperty(
                container_logs=[cleanroomsml.CfnConfiguredModelAlgorithmAssociation.LogsConfigurationPolicyProperty(
                    allowed_account_ids=["allowedAccountIds"],

                    # the properties below are optional
                    filter_pattern="filterPattern",
                    log_redaction_configuration=cleanroomsml.CfnConfiguredModelAlgorithmAssociation.LogRedactionConfigurationProperty(
                        entities_to_redact=["entitiesToRedact"],

                        # the properties below are optional
                        custom_entity_config=cleanroomsml.CfnConfiguredModelAlgorithmAssociation.CustomEntityConfigProperty(
                            custom_data_identifiers=["customDataIdentifiers"]
                        )
                    ),
                    log_type="logType"
                )],
                container_metrics=cleanroomsml.CfnConfiguredModelAlgorithmAssociation.MetricsConfigurationPolicyProperty(
                    noise_level="noiseLevel"
                ),
                max_artifact_size=cleanroomsml.CfnConfiguredModelAlgorithmAssociation.TrainedModelArtifactMaxSizeProperty(
                    unit="unit",
                    value=123
                )
            )
        )
    ),
    tags=[CfnTag(
        key="key",
        value="value"
    )]
)