# frozen_string_literal: true
# WARNING ABOUT GENERATED CODE
#
# This file is generated. See the contributing guide for more information:
# https://github.com/aws/aws-sdk-ruby/blob/version-3/CONTRIBUTING.md
#
# WARNING ABOUT GENERATED CODE
module Aws::FraudDetector
module Types
# The Account Takeover Insights (ATI) model performance metrics data
# points.
#
# @!attribute [rw] cr
# The challenge rate. This indicates the percentage of login events
# that the model recommends to challenge such as one-time password,
# multi-factor authentication, and investigations.
# @return [Float]
#
# @!attribute [rw] adr
# The anomaly discovery rate. This metric quantifies the percentage of
# anomalies that can be detected by the model at the selected score
# threshold. A lower score threshold increases the percentage of
# anomalies captured by the model, but would also require challenging
# a larger percentage of login events, leading to a higher customer
# friction.
# @return [Float]
#
# @!attribute [rw] threshold
# The model's threshold that specifies an acceptable fraud capture
# rate. For example, a threshold of 500 means any model score 500 or
# above is labeled as fraud.
# @return [Float]
#
# @!attribute [rw] atodr
# The account takeover discovery rate. This metric quantifies the
# percentage of account compromise events that can be detected by the
# model at the selected score threshold. This metric is only available
# if 50 or more entities with at-least one labeled account takeover
# event is present in the ingested dataset.
# @return [Float]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/ATIMetricDataPoint AWS API Documentation
#
class ATIMetricDataPoint < Struct.new(
:cr,
:adr,
:threshold,
:atodr)
SENSITIVE = []
include Aws::Structure
end
# The Account Takeover Insights (ATI) model performance score.
#
# @!attribute [rw] asi
# The anomaly separation index (ASI) score. This metric summarizes the
# overall ability of the model to separate anomalous activities from
# the normal behavior. Depending on the business, a large fraction of
# these anomalous activities can be malicious and correspond to the
# account takeover attacks. A model with no separability power will
# have the lowest possible ASI score of 0.5, whereas the a model with
# a high separability power will have the highest possible ASI score
# of 1.0
# @return [Float]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/ATIModelPerformance AWS API Documentation
#
class ATIModelPerformance < Struct.new(
:asi)
SENSITIVE = []
include Aws::Structure
end
# The Account Takeover Insights (ATI) model training metric details.
#
# @!attribute [rw] metric_data_points
# The model's performance metrics data points.
# @return [Array<Types::ATIMetricDataPoint>]
#
# @!attribute [rw] model_performance
# The model's overall performance scores.
# @return [Types::ATIModelPerformance]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/ATITrainingMetricsValue AWS API Documentation
#
class ATITrainingMetricsValue < Struct.new(
:metric_data_points,
:model_performance)
SENSITIVE = []
include Aws::Structure
end
# An exception indicating Amazon Fraud Detector does not have the needed
# permissions. This can occur if you submit a request, such as
# `PutExternalModel`, that specifies a role that is not in your account.
#
# @!attribute [rw] message
# @return [String]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/AccessDeniedException AWS API Documentation
#
class AccessDeniedException < Struct.new(
:message)
SENSITIVE = []
include Aws::Structure
end
# The log odds metric details.
#
# Account Takeover Insights (ATI) model uses event variables from the
# login data you provide to continuously calculate a set of variables
# (aggregated variables) based on historical events. For example, your
# ATI model might calculate the number of times an user has logged in
# using the same IP address. In this case, event variables used to
# derive the aggregated variables are `IP address` and `user`.
#
# @!attribute [rw] variable_names
# The names of all the variables.
# @return [Array<String>]
#
# @!attribute [rw] aggregated_variables_importance
# The relative importance of the variables in the list to the other
# event variable.
# @return [Float]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/AggregatedLogOddsMetric AWS API Documentation
#
class AggregatedLogOddsMetric < Struct.new(
:variable_names,
:aggregated_variables_importance)
SENSITIVE = []
include Aws::Structure
end
# The details of the impact of aggregated variables on the prediction
# score.
#
# Account Takeover Insights (ATI) model uses the login data you provide
# to continuously calculate a set of variables (aggregated variables)
# based on historical events. For example, the model might calculate the
# number of times an user has logged in using the same IP address. In
# this case, event variables used to derive the aggregated variables are
# `IP address` and `user`.
#
# @!attribute [rw] event_variable_names
# The names of all the event variables that were used to derive the
# aggregated variables.
# @return [Array<String>]
#
# @!attribute [rw] relative_impact
# The relative impact of the aggregated variables in terms of
# magnitude on the prediction scores.
# @return [String]
#
# @!attribute [rw] log_odds_impact
# The raw, uninterpreted value represented as log-odds of the fraud.
# These values are usually between -10 to +10, but range from
# -infinity to +infinity.
#
# * A positive value indicates that the variables drove the risk score
# up.
#
# * A negative value indicates that the variables drove the risk score
# down.
# @return [Float]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/AggregatedVariablesImpactExplanation AWS API Documentation
#
class AggregatedVariablesImpactExplanation < Struct.new(
:event_variable_names,
:relative_impact,
:log_odds_impact)
SENSITIVE = []
include Aws::Structure
end
# The details of the relative importance of the aggregated variables.
#
# Account Takeover Insights (ATI) model uses event variables from the
# login data you provide to continuously calculate a set of variables
# (aggregated variables) based on historical events. For example, your
# ATI model might calculate the number of times an user has logged in
# using the same IP address. In this case, event variables used to
# derive the aggregated variables are `IP address` and `user`.
#
# @!attribute [rw] log_odds_metrics
# List of variables' metrics.
# @return [Array<Types::AggregatedLogOddsMetric>]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/AggregatedVariablesImportanceMetrics AWS API Documentation
#
class AggregatedVariablesImportanceMetrics < Struct.new(
:log_odds_metrics)
SENSITIVE = []
include Aws::Structure
end
# Provides the error of the batch create variable API.
#
# @!attribute [rw] name
# The name.
# @return [String]
#
# @!attribute [rw] code
# The error code.
# @return [Integer]
#
# @!attribute [rw] message
# The error message.
# @return [String]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/BatchCreateVariableError AWS API Documentation
#
class BatchCreateVariableError < Struct.new(
:name,
:code,
:message)
SENSITIVE = []
include Aws::Structure
end
# @!attribute [rw] variable_entries
# The list of variables for the batch create variable request.
# @return [Array<Types::VariableEntry>]
#
# @!attribute [rw] tags
# A collection of key and value pairs.
# @return [Array<Types::Tag>]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/BatchCreateVariableRequest AWS API Documentation
#
class BatchCreateVariableRequest < Struct.new(
:variable_entries,
:tags)
SENSITIVE = []
include Aws::Structure
end
# @!attribute [rw] errors
# Provides the errors for the `BatchCreateVariable` request.
# @return [Array<Types::BatchCreateVariableError>]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/BatchCreateVariableResult AWS API Documentation
#
class BatchCreateVariableResult < Struct.new(
:errors)
SENSITIVE = []
include Aws::Structure
end
# Provides the error of the batch get variable API.
#
# @!attribute [rw] name
# The error name.
# @return [String]
#
# @!attribute [rw] code
# The error code.
# @return [Integer]
#
# @!attribute [rw] message
# The error message.
# @return [String]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/BatchGetVariableError AWS API Documentation
#
class BatchGetVariableError < Struct.new(
:name,
:code,
:message)
SENSITIVE = []
include Aws::Structure
end
# @!attribute [rw] names
# The list of variable names to get.
# @return [Array<String>]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/BatchGetVariableRequest AWS API Documentation
#
class BatchGetVariableRequest < Struct.new(
:names)
SENSITIVE = []
include Aws::Structure
end
# @!attribute [rw] variables
# The returned variables.
# @return [Array<Types::Variable>]
#
# @!attribute [rw] errors
# The errors from the request.
# @return [Array<Types::BatchGetVariableError>]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/BatchGetVariableResult AWS API Documentation
#
class BatchGetVariableResult < Struct.new(
:variables,
:errors)
SENSITIVE = []
include Aws::Structure
end
# The batch import job details.
#
# @!attribute [rw] job_id
# The ID of the batch import job.
# @return [String]
#
# @!attribute [rw] status
# The status of the batch import job.
# @return [String]
#
# @!attribute [rw] failure_reason
# The reason batch import job failed.
# @return [String]
#
# @!attribute [rw] start_time
# Timestamp of when the batch import job started.
# @return [String]
#
# @!attribute [rw] completion_time
# Timestamp of when batch import job completed.
# @return [String]
#
# @!attribute [rw] input_path
# The Amazon S3 location of your data file for batch import.
# @return [String]
#
# @!attribute [rw] output_path
# The Amazon S3 location of your output file.
# @return [String]
#
# @!attribute [rw] event_type_name
# The name of the event type.
# @return [String]
#
# @!attribute [rw] iam_role_arn
# The ARN of the IAM role to use for this job request.
# @return [String]
#
# @!attribute [rw] arn
# The ARN of the batch import job.
# @return [String]
#
# @!attribute [rw] processed_records_count
# The number of records processed by batch import job.
# @return [Integer]
#
# @!attribute [rw] failed_records_count
# The number of records that failed to import.
# @return [Integer]
#
# @!attribute [rw] total_records_count
# The total number of records in the batch import job.
# @return [Integer]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/BatchImport AWS API Documentation
#
class BatchImport < Struct.new(
:job_id,
:status,
:failure_reason,
:start_time,
:completion_time,
:input_path,
:output_path,
:event_type_name,
:iam_role_arn,
:arn,
:processed_records_count,
:failed_records_count,
:total_records_count)
SENSITIVE = []
include Aws::Structure
end
# The batch prediction details.
#
# @!attribute [rw] job_id
# The job ID for the batch prediction.
# @return [String]
#
# @!attribute [rw] status
# The batch prediction status.
# @return [String]
#
# @!attribute [rw] failure_reason
# The reason a batch prediction job failed.
# @return [String]
#
# @!attribute [rw] start_time
# Timestamp of when the batch prediction job started.
# @return [String]
#
# @!attribute [rw] completion_time
# Timestamp of when the batch prediction job completed.
# @return [String]
#
# @!attribute [rw] last_heartbeat_time
# Timestamp of most recent heartbeat indicating the batch prediction
# job was making progress.
# @return [String]
#
# @!attribute [rw] input_path
# The Amazon S3 location of your training file.
# @return [String]
#
# @!attribute [rw] output_path
# The Amazon S3 location of your output file.
# @return [String]
#
# @!attribute [rw] event_type_name
# The name of the event type.
# @return [String]
#
# @!attribute [rw] detector_name
# The name of the detector.
# @return [String]
#
# @!attribute [rw] detector_version
# The detector version.
# @return [String]
#
# @!attribute [rw] iam_role_arn
# The ARN of the IAM role to use for this job request.
# @return [String]
#
# @!attribute [rw] arn
# The ARN of batch prediction job.
# @return [String]
#
# @!attribute [rw] processed_records_count
# The number of records processed by the batch prediction job.
# @return [Integer]
#
# @!attribute [rw] total_records_count
# The total number of records in the batch prediction job.
# @return [Integer]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/BatchPrediction AWS API Documentation
#
class BatchPrediction < Struct.new(
:job_id,
:status,
:failure_reason,
:start_time,
:completion_time,
:last_heartbeat_time,
:input_path,
:output_path,
:event_type_name,
:detector_name,
:detector_version,
:iam_role_arn,
:arn,
:processed_records_count,
:total_records_count)
SENSITIVE = []
include Aws::Structure
end
# @!attribute [rw] job_id
# The ID of an in-progress batch import job to cancel.
#
# Amazon Fraud Detector will throw an error if the batch import job is
# in `FAILED`, `CANCELED`, or `COMPLETED` state.
# @return [String]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/CancelBatchImportJobRequest AWS API Documentation
#
class CancelBatchImportJobRequest < Struct.new(
:job_id)
SENSITIVE = []
include Aws::Structure
end
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/CancelBatchImportJobResult AWS API Documentation
#
class CancelBatchImportJobResult < Aws::EmptyStructure; end
# @!attribute [rw] job_id
# The ID of the batch prediction job to cancel.
# @return [String]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/CancelBatchPredictionJobRequest AWS API Documentation
#
class CancelBatchPredictionJobRequest < Struct.new(
:job_id)
SENSITIVE = []
include Aws::Structure
end
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/CancelBatchPredictionJobResult AWS API Documentation
#
class CancelBatchPredictionJobResult < Aws::EmptyStructure; end
# An exception indicating there was a conflict during a delete
# operation.
#
# @!attribute [rw] message
# @return [String]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/ConflictException AWS API Documentation
#
class ConflictException < Struct.new(
:message)
SENSITIVE = []
include Aws::Structure
end
# @!attribute [rw] job_id
# The ID of the batch import job. The ID cannot be of a past job,
# unless the job exists in `CREATE_FAILED` state.
# @return [String]
#
# @!attribute [rw] input_path
# The URI that points to the Amazon S3 location of your data file.
# @return [String]
#
# @!attribute [rw] output_path
# The URI that points to the Amazon S3 location for storing your
# results.
# @return [String]
#
# @!attribute [rw] event_type_name
# The name of the event type.
# @return [String]
#
# @!attribute [rw] iam_role_arn
# The ARN of the IAM role created for Amazon S3 bucket that holds your
# data file.
#
# The IAM role must have read permissions to your input S3 bucket and
# write permissions to your output S3 bucket. For more information
# about bucket permissions, see [User policy examples][1] in the
# *Amazon S3 User Guide*.
#
#
#
# [1]: https://docs.aws.amazon.com/AmazonS3/latest/userguide/example-policies-s3.html
# @return [String]
#
# @!attribute [rw] tags
# A collection of key-value pairs associated with this request.
# @return [Array<Types::Tag>]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/CreateBatchImportJobRequest AWS API Documentation
#
class CreateBatchImportJobRequest < Struct.new(
:job_id,
:input_path,
:output_path,
:event_type_name,
:iam_role_arn,
:tags)
SENSITIVE = []
include Aws::Structure
end
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/CreateBatchImportJobResult AWS API Documentation
#
class CreateBatchImportJobResult < Aws::EmptyStructure; end
# @!attribute [rw] job_id
# The ID of the batch prediction job.
# @return [String]
#
# @!attribute [rw] input_path
# The Amazon S3 location of your training file.
# @return [String]
#
# @!attribute [rw] output_path
# The Amazon S3 location of your output file.
# @return [String]
#
# @!attribute [rw] event_type_name
# The name of the event type.
# @return [String]
#
# @!attribute [rw] detector_name
# The name of the detector.
# @return [String]
#
# @!attribute [rw] detector_version
# The detector version.
# @return [String]
#
# @!attribute [rw] iam_role_arn
# The ARN of the IAM role to use for this job request.
#
# The IAM Role must have read permissions to your input S3 bucket and
# write permissions to your output S3 bucket. For more information
# about bucket permissions, see [User policy examples][1] in the
# *Amazon S3 User Guide*.
#
#
#
# [1]: https://docs.aws.amazon.com/AmazonS3/latest/userguide/example-policies-s3.html
# @return [String]
#
# @!attribute [rw] tags
# A collection of key and value pairs.
# @return [Array<Types::Tag>]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/CreateBatchPredictionJobRequest AWS API Documentation
#
class CreateBatchPredictionJobRequest < Struct.new(
:job_id,
:input_path,
:output_path,
:event_type_name,
:detector_name,
:detector_version,
:iam_role_arn,
:tags)
SENSITIVE = []
include Aws::Structure
end
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/CreateBatchPredictionJobResult AWS API Documentation
#
class CreateBatchPredictionJobResult < Aws::EmptyStructure; end
# @!attribute [rw] detector_id
# The ID of the detector under which you want to create a new version.
# @return [String]
#
# @!attribute [rw] description
# The description of the detector version.
# @return [String]
#
# @!attribute [rw] external_model_endpoints
# The Amazon Sagemaker model endpoints to include in the detector
# version.
# @return [Array<String>]
#
# @!attribute [rw] rules
# The rules to include in the detector version.
# @return [Array<Types::Rule>]
#
# @!attribute [rw] model_versions
# The model versions to include in the detector version.
# @return [Array<Types::ModelVersion>]
#
# @!attribute [rw] rule_execution_mode
# The rule execution mode for the rules included in the detector
# version.
#
# You can define and edit the rule mode at the detector version level,
# when it is in draft status.
#
# If you specify `FIRST_MATCHED`, Amazon Fraud Detector evaluates
# rules sequentially, first to last, stopping at the first matched
# rule. Amazon Fraud dectector then provides the outcomes for that
# single rule.
#
# If you specifiy `ALL_MATCHED`, Amazon Fraud Detector evaluates all
# rules and returns the outcomes for all matched rules.
#
# The default behavior is `FIRST_MATCHED`.
# @return [String]
#
# @!attribute [rw] tags
# A collection of key and value pairs.
# @return [Array<Types::Tag>]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/CreateDetectorVersionRequest AWS API Documentation
#
class CreateDetectorVersionRequest < Struct.new(
:detector_id,
:description,
:external_model_endpoints,
:rules,
:model_versions,
:rule_execution_mode,
:tags)
SENSITIVE = []
include Aws::Structure
end
# @!attribute [rw] detector_id
# The ID for the created version's parent detector.
# @return [String]
#
# @!attribute [rw] detector_version_id
# The ID for the created detector.
# @return [String]
#
# @!attribute [rw] status
# The status of the detector version.
# @return [String]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/CreateDetectorVersionResult AWS API Documentation
#
class CreateDetectorVersionResult < Struct.new(
:detector_id,
:detector_version_id,
:status)
SENSITIVE = []
include Aws::Structure
end
# @!attribute [rw] model_id
# The model ID.
# @return [String]
#
# @!attribute [rw] model_type
# The model type.
# @return [String]
#
# @!attribute [rw] description
# The model description.
# @return [String]
#
# @!attribute [rw] event_type_name
# The name of the event type.
# @return [String]
#
# @!attribute [rw] tags
# A collection of key and value pairs.
# @return [Array<Types::Tag>]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/CreateModelRequest AWS API Documentation
#
class CreateModelRequest < Struct.new(
:model_id,
:model_type,
:description,
:event_type_name,
:tags)
SENSITIVE = []
include Aws::Structure
end
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/CreateModelResult AWS API Documentation
#
class CreateModelResult < Aws::EmptyStructure; end
# @!attribute [rw] model_id
# The model ID.
# @return [String]
#
# @!attribute [rw] model_type
# The model type.
# @return [String]
#
# @!attribute [rw] training_data_source
# The training data source location in Amazon S3.
# @return [String]
#
# @!attribute [rw] training_data_schema
# The training data schema.
# @return [Types::TrainingDataSchema]
#
# @!attribute [rw] external_events_detail
# Details of the external events data used for model version training.
# Required if `trainingDataSource` is `EXTERNAL_EVENTS`.
# @return [Types::ExternalEventsDetail]
#
# @!attribute [rw] ingested_events_detail
# Details of the ingested events data used for model version training.
# Required if `trainingDataSource` is `INGESTED_EVENTS`.
# @return [Types::IngestedEventsDetail]
#
# @!attribute [rw] tags
# A collection of key and value pairs.
# @return [Array<Types::Tag>]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/CreateModelVersionRequest AWS API Documentation
#
class CreateModelVersionRequest < Struct.new(
:model_id,
:model_type,
:training_data_source,
:training_data_schema,
:external_events_detail,
:ingested_events_detail,
:tags)
SENSITIVE = []
include Aws::Structure
end
# @!attribute [rw] model_id
# The model ID.
# @return [String]
#
# @!attribute [rw] model_type
# The model type.
# @return [String]
#
# @!attribute [rw] model_version_number
# The model version number of the model version created.
# @return [String]
#
# @!attribute [rw] status
# The model version status.
# @return [String]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/CreateModelVersionResult AWS API Documentation
#
class CreateModelVersionResult < Struct.new(
:model_id,
:model_type,
:model_version_number,
:status)
SENSITIVE = []
include Aws::Structure
end
# @!attribute [rw] rule_id
# The rule ID.
# @return [String]
#
# @!attribute [rw] detector_id
# The detector ID for the rule's parent detector.
# @return [String]
#
# @!attribute [rw] description
# The rule description.
# @return [String]
#
# @!attribute [rw] expression
# The rule expression.
# @return [String]
#
# @!attribute [rw] language
# The language of the rule.
# @return [String]
#
# @!attribute [rw] outcomes
# The outcome or outcomes returned when the rule expression matches.
# @return [Array<String>]
#
# @!attribute [rw] tags
# A collection of key and value pairs.
# @return [Array<Types::Tag>]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/CreateRuleRequest AWS API Documentation
#
class CreateRuleRequest < Struct.new(
:rule_id,
:detector_id,
:description,
:expression,
:language,
:outcomes,
:tags)
SENSITIVE = [:expression]
include Aws::Structure
end
# @!attribute [rw] rule
# The created rule.
# @return [Types::Rule]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/CreateRuleResult AWS API Documentation
#
class CreateRuleResult < Struct.new(
:rule)
SENSITIVE = []
include Aws::Structure
end
# @!attribute [rw] name
# The name of the variable.
# @return [String]
#
# @!attribute [rw] data_type
# The data type.
# @return [String]
#
# @!attribute [rw] data_source
# The source of the data.
# @return [String]
#
# @!attribute [rw] default_value
# The default value for the variable when no value is received.
# @return [String]
#
# @!attribute [rw] description
# The description.
# @return [String]
#
# @!attribute [rw] variable_type
# The variable type. For more information see [Variable types][1].
#
# Valid Values: `AUTH_CODE | AVS | BILLING_ADDRESS_L1 |
# BILLING_ADDRESS_L2 | BILLING_CITY | BILLING_COUNTRY | BILLING_NAME |
# BILLING_PHONE | BILLING_STATE | BILLING_ZIP | CARD_BIN | CATEGORICAL
# | CURRENCY_CODE | EMAIL_ADDRESS | FINGERPRINT | FRAUD_LABEL |
# FREE_FORM_TEXT | IP_ADDRESS | NUMERIC | ORDER_ID | PAYMENT_TYPE |
# PHONE_NUMBER | PRICE | PRODUCT_CATEGORY | SHIPPING_ADDRESS_L1 |
# SHIPPING_ADDRESS_L2 | SHIPPING_CITY | SHIPPING_COUNTRY |
# SHIPPING_NAME | SHIPPING_PHONE | SHIPPING_STATE | SHIPPING_ZIP |
# USERAGENT`
#
#
#
# [1]: https://docs.aws.amazon.com/frauddetector/latest/ug/create-a-variable.html#variable-types
# @return [String]
#
# @!attribute [rw] tags
# A collection of key and value pairs.
# @return [Array<Types::Tag>]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/CreateVariableRequest AWS API Documentation
#
class CreateVariableRequest < Struct.new(
:name,
:data_type,
:data_source,
:default_value,
:description,
:variable_type,
:tags)
SENSITIVE = []
include Aws::Structure
end
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/CreateVariableResult AWS API Documentation
#
class CreateVariableResult < Aws::EmptyStructure; end
# The model training data validation metrics.
#
# @!attribute [rw] file_level_messages
# The file-specific model training data validation messages.
# @return [Array<Types::FileValidationMessage>]
#
# @!attribute [rw] field_level_messages
# The field-specific model training validation messages.
# @return [Array<Types::FieldValidationMessage>]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/DataValidationMetrics AWS API Documentation
#
class DataValidationMetrics < Struct.new(
:file_level_messages,
:field_level_messages)
SENSITIVE = []
include Aws::Structure
end
# @!attribute [rw] job_id
# The ID of the batch import job to delete.
# @return [String]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/DeleteBatchImportJobRequest AWS API Documentation
#
class DeleteBatchImportJobRequest < Struct.new(
:job_id)
SENSITIVE = []
include Aws::Structure
end
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/DeleteBatchImportJobResult AWS API Documentation
#
class DeleteBatchImportJobResult < Aws::EmptyStructure; end
# @!attribute [rw] job_id
# The ID of the batch prediction job to delete.
# @return [String]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/DeleteBatchPredictionJobRequest AWS API Documentation
#
class DeleteBatchPredictionJobRequest < Struct.new(
:job_id)
SENSITIVE = []
include Aws::Structure
end
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/DeleteBatchPredictionJobResult AWS API Documentation
#
class DeleteBatchPredictionJobResult < Aws::EmptyStructure; end
# @!attribute [rw] detector_id
# The ID of the detector to delete.
# @return [String]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/DeleteDetectorRequest AWS API Documentation
#
class DeleteDetectorRequest < Struct.new(
:detector_id)
SENSITIVE = []
include Aws::Structure
end
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/DeleteDetectorResult AWS API Documentation
#
class DeleteDetectorResult < Aws::EmptyStructure; end
# @!attribute [rw] detector_id
# The ID of the parent detector for the detector version to delete.
# @return [String]
#
# @!attribute [rw] detector_version_id
# The ID of the detector version to delete.
# @return [String]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/DeleteDetectorVersionRequest AWS API Documentation
#
class DeleteDetectorVersionRequest < Struct.new(
:detector_id,
:detector_version_id)
SENSITIVE = []
include Aws::Structure
end
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/DeleteDetectorVersionResult AWS API Documentation
#
class DeleteDetectorVersionResult < Aws::EmptyStructure; end
# @!attribute [rw] name
# The name of the entity type to delete.
# @return [String]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/DeleteEntityTypeRequest AWS API Documentation
#
class DeleteEntityTypeRequest < Struct.new(
:name)
SENSITIVE = []
include Aws::Structure
end
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/DeleteEntityTypeResult AWS API Documentation
#
class DeleteEntityTypeResult < Aws::EmptyStructure; end
# @!attribute [rw] event_id
# The ID of the event to delete.
# @return [String]
#
# @!attribute [rw] event_type_name
# The name of the event type.
# @return [String]
#
# @!attribute [rw] delete_audit_history
# Specifies whether or not to delete any predictions associated with
# the event.
# @return [Boolean]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/DeleteEventRequest AWS API Documentation
#
class DeleteEventRequest < Struct.new(
:event_id,
:event_type_name,
:delete_audit_history)
SENSITIVE = []
include Aws::Structure
end
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/DeleteEventResult AWS API Documentation
#
class DeleteEventResult < Aws::EmptyStructure; end
# @!attribute [rw] name
# The name of the event type to delete.
# @return [String]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/DeleteEventTypeRequest AWS API Documentation
#
class DeleteEventTypeRequest < Struct.new(
:name)
SENSITIVE = []
include Aws::Structure
end
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/DeleteEventTypeResult AWS API Documentation
#
class DeleteEventTypeResult < Aws::EmptyStructure; end
# @!attribute [rw] event_type_name
# The name of the event type.
# @return [String]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/DeleteEventsByEventTypeRequest AWS API Documentation
#
class DeleteEventsByEventTypeRequest < Struct.new(
:event_type_name)
SENSITIVE = []
include Aws::Structure
end
# @!attribute [rw] event_type_name
# Name of event type for which to delete the events.
# @return [String]
#
# @!attribute [rw] events_deletion_status
# The status of the delete request.
# @return [String]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/DeleteEventsByEventTypeResult AWS API Documentation
#
class DeleteEventsByEventTypeResult < Struct.new(
:event_type_name,
:events_deletion_status)
SENSITIVE = []
include Aws::Structure
end
# @!attribute [rw] model_endpoint
# The endpoint of the Amazon Sagemaker model to delete.
# @return [String]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/DeleteExternalModelRequest AWS API Documentation
#
class DeleteExternalModelRequest < Struct.new(
:model_endpoint)
SENSITIVE = []
include Aws::Structure
end
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/DeleteExternalModelResult AWS API Documentation
#
class DeleteExternalModelResult < Aws::EmptyStructure; end
# @!attribute [rw] name
# The name of the label to delete.
# @return [String]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/DeleteLabelRequest AWS API Documentation
#
class DeleteLabelRequest < Struct.new(
:name)
SENSITIVE = []
include Aws::Structure
end
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/DeleteLabelResult AWS API Documentation
#
class DeleteLabelResult < Aws::EmptyStructure; end
# @!attribute [rw] model_id
# The model ID of the model to delete.
# @return [String]
#
# @!attribute [rw] model_type
# The model type of the model to delete.
# @return [String]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/DeleteModelRequest AWS API Documentation
#
class DeleteModelRequest < Struct.new(
:model_id,
:model_type)
SENSITIVE = []
include Aws::Structure
end
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/DeleteModelResult AWS API Documentation
#
class DeleteModelResult < Aws::EmptyStructure; end
# @!attribute [rw] model_id
# The model ID of the model version to delete.
# @return [String]
#
# @!attribute [rw] model_type
# The model type of the model version to delete.
# @return [String]
#
# @!attribute [rw] model_version_number
# The model version number of the model version to delete.
# @return [String]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/DeleteModelVersionRequest AWS API Documentation
#
class DeleteModelVersionRequest < Struct.new(
:model_id,
:model_type,
:model_version_number)
SENSITIVE = []
include Aws::Structure
end
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/DeleteModelVersionResult AWS API Documentation
#
class DeleteModelVersionResult < Aws::EmptyStructure; end
# @!attribute [rw] name
# The name of the outcome to delete.
# @return [String]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/DeleteOutcomeRequest AWS API Documentation
#
class DeleteOutcomeRequest < Struct.new(
:name)
SENSITIVE = []
include Aws::Structure
end
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/DeleteOutcomeResult AWS API Documentation
#
class DeleteOutcomeResult < Aws::EmptyStructure; end
# @!attribute [rw] rule
# A rule.
# @return [Types::Rule]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/DeleteRuleRequest AWS API Documentation
#
class DeleteRuleRequest < Struct.new(
:rule)
SENSITIVE = []
include Aws::Structure
end
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/DeleteRuleResult AWS API Documentation
#
class DeleteRuleResult < Aws::EmptyStructure; end
# @!attribute [rw] name
# The name of the variable to delete.
# @return [String]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/DeleteVariableRequest AWS API Documentation
#
class DeleteVariableRequest < Struct.new(
:name)
SENSITIVE = []
include Aws::Structure
end
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/DeleteVariableResult AWS API Documentation
#
class DeleteVariableResult < Aws::EmptyStructure; end
# @!attribute [rw] detector_id
# The detector ID.
# @return [String]
#
# @!attribute [rw] next_token
# The next token from the previous response.
# @return [String]
#
# @!attribute [rw] max_results
# The maximum number of results to return for the request.
# @return [Integer]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/DescribeDetectorRequest AWS API Documentation
#
class DescribeDetectorRequest < Struct.new(
:detector_id,
:next_token,
:max_results)
SENSITIVE = []
include Aws::Structure
end
# @!attribute [rw] detector_id
# The detector ID.
# @return [String]
#
# @!attribute [rw] detector_version_summaries
# The status and description for each detector version.
# @return [Array<Types::DetectorVersionSummary>]
#
# @!attribute [rw] next_token
# The next token to be used for subsequent requests.
# @return [String]
#
# @!attribute [rw] arn
# The detector ARN.
# @return [String]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/DescribeDetectorResult AWS API Documentation
#
class DescribeDetectorResult < Struct.new(
:detector_id,
:detector_version_summaries,
:next_token,
:arn)
SENSITIVE = []
include Aws::Structure
end
# @!attribute [rw] model_id
# The model ID.
# @return [String]
#
# @!attribute [rw] model_version_number
# The model version number.
# @return [String]
#
# @!attribute [rw] model_type
# The model type.
# @return [String]
#
# @!attribute [rw] next_token
# The next token from the previous results.
# @return [String]
#
# @!attribute [rw] max_results
# The maximum number of results to return.
# @return [Integer]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/DescribeModelVersionsRequest AWS API Documentation
#
class DescribeModelVersionsRequest < Struct.new(
:model_id,
:model_version_number,
:model_type,
:next_token,
:max_results)
SENSITIVE = []
include Aws::Structure
end
# @!attribute [rw] model_version_details
# The model version details.
# @return [Array<Types::ModelVersionDetail>]
#
# @!attribute [rw] next_token
# The next token.
# @return [String]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/DescribeModelVersionsResult AWS API Documentation
#
class DescribeModelVersionsResult < Struct.new(
:model_version_details,
:next_token)
SENSITIVE = []
include Aws::Structure
end
# The detector.
#
# @!attribute [rw] detector_id
# The detector ID.
# @return [String]
#
# @!attribute [rw] description
# The detector description.
# @return [String]
#
# @!attribute [rw] event_type_name
# The name of the event type.
# @return [String]
#
# @!attribute [rw] last_updated_time
# Timestamp of when the detector was last updated.
# @return [String]
#
# @!attribute [rw] created_time
# Timestamp of when the detector was created.
# @return [String]
#
# @!attribute [rw] arn
# The detector ARN.
# @return [String]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/Detector AWS API Documentation
#
class Detector < Struct.new(
:detector_id,
:description,
:event_type_name,
:last_updated_time,
:created_time,
:arn)
SENSITIVE = []
include Aws::Structure
end
# The summary of the detector version.
#
# @!attribute [rw] detector_version_id
# The detector version ID.
# @return [String]
#
# @!attribute [rw] status
# The detector version status.
# @return [String]
#
# @!attribute [rw] description
# The detector version description.
# @return [String]
#
# @!attribute [rw] last_updated_time
# Timestamp of when the detector version was last updated.
# @return [String]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/DetectorVersionSummary AWS API Documentation
#
class DetectorVersionSummary < Struct.new(
:detector_version_id,
:status,
:description,
:last_updated_time)
SENSITIVE = []
include Aws::Structure
end
# The entity details.
#
# @!attribute [rw] entity_type
# The entity type.
# @return [String]
#
# @!attribute [rw] entity_id
# The entity ID. If you do not know the `entityId`, you can pass
# `unknown`, which is areserved string literal.
# @return [String]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/Entity AWS API Documentation
#
class Entity < Struct.new(
:entity_type,
:entity_id)
SENSITIVE = []
include Aws::Structure
end
# The entity type details.
#
# @!attribute [rw] name
# The entity type name.
# @return [String]
#
# @!attribute [rw] description
# The entity type description.
# @return [String]
#
# @!attribute [rw] last_updated_time
# Timestamp of when the entity type was last updated.
# @return [String]
#
# @!attribute [rw] created_time
# Timestamp of when the entity type was created.
# @return [String]
#
# @!attribute [rw] arn
# The entity type ARN.
# @return [String]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/EntityType AWS API Documentation
#
class EntityType < Struct.new(
:name,
:description,
:last_updated_time,
:created_time,
:arn)
SENSITIVE = []
include Aws::Structure
end
# The details of the external (Amazon Sagemaker) model evaluated for
# generating predictions.
#
# @!attribute [rw] model_endpoint
# The endpoint of the external (Amazon Sagemaker) model.
# @return [String]
#
# @!attribute [rw] use_event_variables
# Indicates whether event variables were used to generate predictions.
# @return [Boolean]
#
# @!attribute [rw] input_variables
# Input variables use for generating predictions.
# @return [Hash<String,String>]
#
# @!attribute [rw] output_variables
# Output variables.
# @return [Hash<String,String>]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/EvaluatedExternalModel AWS API Documentation
#
class EvaluatedExternalModel < Struct.new(
:model_endpoint,
:use_event_variables,
:input_variables,
:output_variables)
SENSITIVE = [:input_variables, :output_variables]
include Aws::Structure
end
# The model version evaluated for generating prediction.
#
# @!attribute [rw] model_id
# The model ID.
# @return [String]
#
# @!attribute [rw] model_version
# The model version.
# @return [String]
#
# @!attribute [rw] model_type
# The model type.
#
# Valid values: `ONLINE_FRAUD_INSIGHTS` \|
# `TRANSACTION_FRAUD_INSIGHTS`
# @return [String]
#
# @!attribute [rw] evaluations
# Evaluations generated for the model version.
# @return [Array<Types::ModelVersionEvaluation>]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/EvaluatedModelVersion AWS API Documentation
#
class EvaluatedModelVersion < Struct.new(
:model_id,
:model_version,
:model_type,
:evaluations)
SENSITIVE = []
include Aws::Structure
end
# The details of the rule used for evaluating variable values.
#
# @!attribute [rw] rule_id
# The rule ID.
# @return [String]
#
# @!attribute [rw] rule_version
# The rule version.
# @return [String]
#
# @!attribute [rw] expression
# The rule expression.
# @return [String]
#
# @!attribute [rw] expression_with_values
# The rule expression value.
# @return [String]
#
# @!attribute [rw] outcomes
# The rule outcome.
# @return [Array<String>]
#
# @!attribute [rw] evaluated
# Indicates whether the rule was evaluated.
# @return [Boolean]
#
# @!attribute [rw] matched
# Indicates whether the rule matched.
# @return [Boolean]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/EvaluatedRule AWS API Documentation
#
class EvaluatedRule < Struct.new(
:rule_id,
:rule_version,
:expression,
:expression_with_values,
:outcomes,
:evaluated,
:matched)
SENSITIVE = [:expression, :expression_with_values]
include Aws::Structure
end
# The event details.
#
# @!attribute [rw] event_id
# The event ID.
# @return [String]
#
# @!attribute [rw] event_type_name
# The event type.
# @return [String]
#
# @!attribute [rw] event_timestamp
# The timestamp that defines when the event under evaluation occurred.
# The timestamp must be specified using ISO 8601 standard in UTC.
# @return [String]
#
# @!attribute [rw] event_variables
# Names of the event type's variables you defined in Amazon Fraud
# Detector to represent data elements and their corresponding values
# for the event you are sending for evaluation.
# @return [Hash<String,String>]
#
# @!attribute [rw] current_label
# The label associated with the event.
# @return [String]
#
# @!attribute [rw] label_timestamp
# The timestamp associated with the label to update. The timestamp
# must be specified using ISO 8601 standard in UTC.
# @return [String]
#
# @!attribute [rw] entities
# The event entities.
# @return [Array<Types::Entity>]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/Event AWS API Documentation
#
class Event < Struct.new(
:event_id,
:event_type_name,
:event_timestamp,
:event_variables,
:current_label,
:label_timestamp,
:entities)
SENSITIVE = []
include Aws::Structure
end
# Information about the summary of an event prediction.
#
# @!attribute [rw] event_id
# The event ID.
# @return [String]
#
# @!attribute [rw] event_type_name
# The event type.
# @return [String]
#
# @!attribute [rw] event_timestamp
# The timestamp of the event.
# @return [String]
#
# @!attribute [rw] prediction_timestamp
# The timestamp when the prediction was generated.
# @return [String]
#
# @!attribute [rw] detector_id
# The detector ID.
# @return [String]
#
# @!attribute [rw] detector_version_id
# The detector version ID.
# @return [String]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/EventPredictionSummary AWS API Documentation
#
class EventPredictionSummary < Struct.new(
:event_id,
:event_type_name,
:event_timestamp,
:prediction_timestamp,
:detector_id,
:detector_version_id)
SENSITIVE = []
include Aws::Structure
end
# The event type details.
#
# @!attribute [rw] name
# The event type name.
# @return [String]
#
# @!attribute [rw] description
# The event type description.
# @return [String]
#
# @!attribute [rw] event_variables
# The event type event variables.
# @return [Array<String>]
#
# @!attribute [rw] labels
# The event type labels.
# @return [Array<String>]
#
# @!attribute [rw] entity_types
# The event type entity types.
# @return [Array<String>]
#
# @!attribute [rw] event_ingestion
# If `Enabled`, Amazon Fraud Detector stores event data when you
# generate a prediction and uses that data to update calculated
# variables in near real-time. Amazon Fraud Detector uses this data,
# known as `INGESTED_EVENTS`, to train your model and improve fraud
# predictions.
# @return [String]
#
# @!attribute [rw] ingested_event_statistics
# Data about the stored events.
# @return [Types::IngestedEventStatistics]
#
# @!attribute [rw] last_updated_time
# Timestamp of when the event type was last updated.
# @return [String]
#
# @!attribute [rw] created_time
# Timestamp of when the event type was created.
# @return [String]
#
# @!attribute [rw] arn
# The entity type ARN.
# @return [String]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/EventType AWS API Documentation
#
class EventType < Struct.new(
:name,
:description,
:event_variables,
:labels,
:entity_types,
:event_ingestion,
:ingested_event_statistics,
:last_updated_time,
:created_time,
:arn)
SENSITIVE = []
include Aws::Structure
end
# Information about the summary of an event variable that was evaluated
# for generating prediction.
#
# @!attribute [rw] name
# The event variable name.
# @return [String]
#
# @!attribute [rw] value
# The value of the event variable.
# @return [String]
#
# @!attribute [rw] source
# The event variable source.
# @return [String]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/EventVariableSummary AWS API Documentation
#
class EventVariableSummary < Struct.new(
:name,
:value,
:source)
SENSITIVE = [:name, :value, :source]
include Aws::Structure
end
# Details for the external events data used for model version training.
#
# @!attribute [rw] data_location
# The Amazon S3 bucket location for the data.
# @return [String]
#
# @!attribute [rw] data_access_role_arn
# The ARN of the role that provides Amazon Fraud Detector access to
# the data location.
# @return [String]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/ExternalEventsDetail AWS API Documentation
#
class ExternalEventsDetail < Struct.new(
:data_location,
:data_access_role_arn)
SENSITIVE = []
include Aws::Structure
end
# The Amazon SageMaker model.
#
# @!attribute [rw] model_endpoint
# The Amazon SageMaker model endpoints.
# @return [String]
#
# @!attribute [rw] model_source
# The source of the model.
# @return [String]
#
# @!attribute [rw] invoke_model_endpoint_role_arn
# The role used to invoke the model.
# @return [String]
#
# @!attribute [rw] input_configuration
# The input configuration.
# @return [Types::ModelInputConfiguration]
#
# @!attribute [rw] output_configuration
# The output configuration.
# @return [Types::ModelOutputConfiguration]
#
# @!attribute [rw] model_endpoint_status
# The Amazon Fraud Detector status for the external model endpoint
# @return [String]
#
# @!attribute [rw] last_updated_time
# Timestamp of when the model was last updated.
# @return [String]
#
# @!attribute [rw] created_time
# Timestamp of when the model was last created.
# @return [String]
#
# @!attribute [rw] arn
# The model ARN.
# @return [String]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/ExternalModel AWS API Documentation
#
class ExternalModel < Struct.new(
:model_endpoint,
:model_source,
:invoke_model_endpoint_role_arn,
:input_configuration,
:output_configuration,
:model_endpoint_status,
:last_updated_time,
:created_time,
:arn)
SENSITIVE = []
include Aws::Structure
end
# The fraud prediction scores from Amazon SageMaker model.
#
# @!attribute [rw] external_model
# The Amazon SageMaker model.
# @return [Types::ExternalModelSummary]
#
# @!attribute [rw] outputs
# The fraud prediction scores from Amazon SageMaker model.
# @return [Hash<String,String>]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/ExternalModelOutputs AWS API Documentation
#
class ExternalModelOutputs < Struct.new(
:external_model,
:outputs)
SENSITIVE = []
include Aws::Structure
end
# The Amazon SageMaker model.
#
# @!attribute [rw] model_endpoint
# The endpoint of the Amazon SageMaker model.
# @return [String]
#
# @!attribute [rw] model_source
# The source of the model.
# @return [String]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/ExternalModelSummary AWS API Documentation
#
class ExternalModelSummary < Struct.new(
:model_endpoint,
:model_source)
SENSITIVE = []
include Aws::Structure
end
# The message details.
#
# @!attribute [rw] field_name
# The field name.
# @return [String]
#
# @!attribute [rw] identifier
# The message ID.
# @return [String]
#
# @!attribute [rw] title
# The message title.
# @return [String]
#
# @!attribute [rw] content
# The message content.
# @return [String]
#
# @!attribute [rw] type
# The message type.
# @return [String]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/FieldValidationMessage AWS API Documentation
#
class FieldValidationMessage < Struct.new(
:field_name,
:identifier,
:title,
:content,
:type)
SENSITIVE = []
include Aws::Structure
end
# The message details.
#
# @!attribute [rw] title
# The message title.
# @return [String]
#
# @!attribute [rw] content
# The message content.
# @return [String]
#
# @!attribute [rw] type
# The message type.
# @return [String]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/FileValidationMessage AWS API Documentation
#
class FileValidationMessage < Struct.new(
:title,
:content,
:type)
SENSITIVE = []
include Aws::Structure
end
# A conditional statement for filtering a list of past predictions.
#
# @!attribute [rw] value
# A statement containing a resource property and a value to specify
# filter condition.
# @return [String]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/FilterCondition AWS API Documentation
#
class FilterCondition < Struct.new(
:value)
SENSITIVE = []
include Aws::Structure
end
# @!attribute [rw] job_id
# The ID of the batch import job to get.
# @return [String]
#
# @!attribute [rw] max_results
# The maximum number of objects to return for request.
# @return [Integer]
#
# @!attribute [rw] next_token
# The next token from the previous request.
# @return [String]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/GetBatchImportJobsRequest AWS API Documentation
#
class GetBatchImportJobsRequest < Struct.new(
:job_id,
:max_results,
:next_token)
SENSITIVE = []
include Aws::Structure
end
# @!attribute [rw] batch_imports
# An array containing the details of each batch import job.
# @return [Array<Types::BatchImport>]
#
# @!attribute [rw] next_token
# The next token for the subsequent resquest.
# @return [String]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/GetBatchImportJobsResult AWS API Documentation
#
class GetBatchImportJobsResult < Struct.new(
:batch_imports,
:next_token)
SENSITIVE = []
include Aws::Structure
end
# @!attribute [rw] job_id
# The batch prediction job for which to get the details.
# @return [String]
#
# @!attribute [rw] max_results
# The maximum number of objects to return for the request.
# @return [Integer]
#
# @!attribute [rw] next_token
# The next token from the previous request.
# @return [String]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/GetBatchPredictionJobsRequest AWS API Documentation
#
class GetBatchPredictionJobsRequest < Struct.new(
:job_id,
:max_results,
:next_token)
SENSITIVE = []
include Aws::Structure
end
# @!attribute [rw] batch_predictions
# An array containing the details of each batch prediction job.
# @return [Array<Types::BatchPrediction>]
#
# @!attribute [rw] next_token
# The next token for the subsequent request.
# @return [String]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/GetBatchPredictionJobsResult AWS API Documentation
#
class GetBatchPredictionJobsResult < Struct.new(
:batch_predictions,
:next_token)
SENSITIVE = []
include Aws::Structure
end
# @!attribute [rw] event_type_name
# Name of event type for which to get the deletion status.
# @return [String]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/GetDeleteEventsByEventTypeStatusRequest AWS API Documentation
#
class GetDeleteEventsByEventTypeStatusRequest < Struct.new(
:event_type_name)
SENSITIVE = []
include Aws::Structure
end
# @!attribute [rw] event_type_name
# The event type name.
# @return [String]
#
# @!attribute [rw] events_deletion_status
# The deletion status.
# @return [String]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/GetDeleteEventsByEventTypeStatusResult AWS API Documentation
#
class GetDeleteEventsByEventTypeStatusResult < Struct.new(
:event_type_name,
:events_deletion_status)
SENSITIVE = []
include Aws::Structure
end
# @!attribute [rw] detector_id
# The detector ID.
# @return [String]
#
# @!attribute [rw] detector_version_id
# The detector version ID.
# @return [String]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/GetDetectorVersionRequest AWS API Documentation
#
class GetDetectorVersionRequest < Struct.new(
:detector_id,
:detector_version_id)
SENSITIVE = []
include Aws::Structure
end
# @!attribute [rw] detector_id
# The detector ID.
# @return [String]
#
# @!attribute [rw] detector_version_id
# The detector version ID.
# @return [String]
#
# @!attribute [rw] description
# The detector version description.
# @return [String]
#
# @!attribute [rw] external_model_endpoints
# The Amazon SageMaker model endpoints included in the detector
# version.
# @return [Array<String>]
#
# @!attribute [rw] model_versions
# The model versions included in the detector version.
# @return [Array<Types::ModelVersion>]
#
# @!attribute [rw] rules
# The rules included in the detector version.
# @return [Array<Types::Rule>]
#
# @!attribute [rw] status
# The status of the detector version.
# @return [String]
#
# @!attribute [rw] last_updated_time
# The timestamp when the detector version was last updated.
# @return [String]
#
# @!attribute [rw] created_time
# The timestamp when the detector version was created.
# @return [String]
#
# @!attribute [rw] rule_execution_mode
# The execution mode of the rule in the dectector
#
# `FIRST_MATCHED` indicates that Amazon Fraud Detector evaluates rules
# sequentially, first to last, stopping at the first matched rule.
# Amazon Fraud dectector then provides the outcomes for that single
# rule.
#
# `ALL_MATCHED` indicates that Amazon Fraud Detector evaluates all
# rules and returns the outcomes for all matched rules. You can define
# and edit the rule mode at the detector version level, when it is in
# draft status.
# @return [String]
#
# @!attribute [rw] arn
# The detector version ARN.
# @return [String]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/GetDetectorVersionResult AWS API Documentation
#
class GetDetectorVersionResult < Struct.new(
:detector_id,
:detector_version_id,
:description,
:external_model_endpoints,
:model_versions,
:rules,
:status,
:last_updated_time,
:created_time,
:rule_execution_mode,
:arn)
SENSITIVE = []
include Aws::Structure
end
# @!attribute [rw] detector_id
# The detector ID.
# @return [String]
#
# @!attribute [rw] next_token
# The next token for the subsequent request.
# @return [String]
#
# @!attribute [rw] max_results
# The maximum number of objects to return for the request.
# @return [Integer]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/GetDetectorsRequest AWS API Documentation
#
class GetDetectorsRequest < Struct.new(
:detector_id,
:next_token,
:max_results)
SENSITIVE = []
include Aws::Structure
end
# @!attribute [rw] detectors
# The detectors.
# @return [Array<Types::Detector>]
#
# @!attribute [rw] next_token
# The next page token.
# @return [String]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/GetDetectorsResult AWS API Documentation
#
class GetDetectorsResult < Struct.new(
:detectors,
:next_token)
SENSITIVE = []
include Aws::Structure
end
# @!attribute [rw] name
# The name.
# @return [String]
#
# @!attribute [rw] next_token
# The next token for the subsequent request.
# @return [String]
#
# @!attribute [rw] max_results
# The maximum number of objects to return for the request.
# @return [Integer]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/GetEntityTypesRequest AWS API Documentation
#
class GetEntityTypesRequest < Struct.new(
:name,
:next_token,
:max_results)
SENSITIVE = []
include Aws::Structure
end
# @!attribute [rw] entity_types
# An array of entity types.
# @return [Array<Types::EntityType>]
#
# @!attribute [rw] next_token
# The next page token.
# @return [String]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/GetEntityTypesResult AWS API Documentation
#
class GetEntityTypesResult < Struct.new(
:entity_types,
:next_token)
SENSITIVE = []
include Aws::Structure
end
# @!attribute [rw] event_id
# The event ID.
# @return [String]
#
# @!attribute [rw] event_type_name
# The event type associated with the detector specified for the
# prediction.
# @return [String]
#
# @!attribute [rw] detector_id
# The detector ID.
# @return [String]
#
# @!attribute [rw] detector_version_id
# The detector version ID.
# @return [String]
#
# @!attribute [rw] prediction_timestamp
# The timestamp that defines when the prediction was generated. The
# timestamp must be specified using ISO 8601 standard in UTC.
#
# We recommend calling [ListEventPredictions][1] first, and using the
# `predictionTimestamp` value in the response to provide an accurate
# prediction timestamp value.
#
#
#
# [1]: https://docs.aws.amazon.com/frauddetector/latest/api/API_ListEventPredictions.html
# @return [String]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/GetEventPredictionMetadataRequest AWS API Documentation
#
class GetEventPredictionMetadataRequest < Struct.new(
:event_id,
:event_type_name,
:detector_id,
:detector_version_id,
:prediction_timestamp)
SENSITIVE = []
include Aws::Structure
end
# @!attribute [rw] event_id
# The event ID.
# @return [String]
#
# @!attribute [rw] event_type_name
# The event type associated with the detector specified for this
# prediction.
# @return [String]
#
# @!attribute [rw] entity_id
# The entity ID.
# @return [String]
#
# @!attribute [rw] entity_type
# The entity type.
# @return [String]
#
# @!attribute [rw] event_timestamp
# The timestamp for when the prediction was generated for the
# associated event ID.
# @return [String]
#
# @!attribute [rw] detector_id
# The detector ID.
# @return [String]
#
# @!attribute [rw] detector_version_id
# The detector version ID.
# @return [String]
#
# @!attribute [rw] detector_version_status
# The status of the detector version.
# @return [String]
#
# @!attribute [rw] event_variables
# A list of event variables that influenced the prediction scores.
# @return [Array<Types::EventVariableSummary>]
#
# @!attribute [rw] rules
# List of rules associated with the detector version that were used
# for evaluating variable values.
# @return [Array<Types::EvaluatedRule>]
#
# @!attribute [rw] rule_execution_mode
# The execution mode of the rule used for evaluating variable values.
# @return [String]
#
# @!attribute [rw] outcomes
# The outcomes of the matched rule, based on the rule execution mode.
# @return [Array<String>]
#
# @!attribute [rw] evaluated_model_versions
# Model versions that were evaluated for generating predictions.
# @return [Array<Types::EvaluatedModelVersion>]
#
# @!attribute [rw] evaluated_external_models
# External (Amazon SageMaker) models that were evaluated for
# generating predictions.
# @return [Array<Types::EvaluatedExternalModel>]
#
# @!attribute [rw] prediction_timestamp
# The timestamp that defines when the prediction was generated.
# @return [String]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/GetEventPredictionMetadataResult AWS API Documentation
#
class GetEventPredictionMetadataResult < Struct.new(
:event_id,
:event_type_name,
:entity_id,
:entity_type,
:event_timestamp,
:detector_id,
:detector_version_id,
:detector_version_status,
:event_variables,
:rules,
:rule_execution_mode,
:outcomes,
:evaluated_model_versions,
:evaluated_external_models,
:prediction_timestamp)
SENSITIVE = []
include Aws::Structure
end
# @!attribute [rw] detector_id
# The detector ID.
# @return [String]
#
# @!attribute [rw] detector_version_id
# The detector version ID.
# @return [String]
#
# @!attribute [rw] event_id
# The unique ID used to identify the event.
# @return [String]
#
# @!attribute [rw] event_type_name
# The event type associated with the detector specified for the
# prediction.
# @return [String]
#
# @!attribute [rw] entities
# The entity type (associated with the detector's event type) and
# specific entity ID representing who performed the event. If an
# entity id is not available, use "UNKNOWN."
# @return [Array<Types::Entity>]
#
# @!attribute [rw] event_timestamp
# Timestamp that defines when the event under evaluation occurred. The
# timestamp must be specified using ISO 8601 standard in UTC.
# @return [String]
#
# @!attribute [rw] event_variables
# Names of the event type's variables you defined in Amazon Fraud
# Detector to represent data elements and their corresponding values
# for the event you are sending for evaluation.
#
# You must provide at least one eventVariable
#
# To ensure most accurate fraud prediction and to simplify your data
# preparation, Amazon Fraud Detector will replace all missing
# variables or values as follows:
#
# **For Amazon Fraud Detector trained models:**
#
# If a null value is provided explicitly for a variable or if a
# variable is missing, model will replace the null value or the
# missing variable (no variable name in the eventVariables map) with
# calculated default mean/medians for numeric variables and with
# special values for categorical variables.
#
# **For imported SageMaker models:**
#
# If a null value is provided explicitly for a variable, the model and
# rules will use “null” as the value. If a variable is not provided
# (no variable name in the eventVariables map), model and rules will
# use the default value that is provided for the variable.
# @return [Hash<String,String>]
#
# @!attribute [rw] external_model_endpoint_data_blobs
# The Amazon SageMaker model endpoint input data blobs.
# @return [Hash<String,Types::ModelEndpointDataBlob>]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/GetEventPredictionRequest AWS API Documentation
#
class GetEventPredictionRequest < Struct.new(
:detector_id,
:detector_version_id,
:event_id,
:event_type_name,
:entities,
:event_timestamp,
:event_variables,
:external_model_endpoint_data_blobs)
SENSITIVE = [:external_model_endpoint_data_blobs]
include Aws::Structure
end
# @!attribute [rw] model_scores
# The model scores. Amazon Fraud Detector generates model scores
# between 0 and 1000, where 0 is low fraud risk and 1000 is high fraud
# risk. Model scores are directly related to the false positive rate
# (FPR). For example, a score of 600 corresponds to an estimated 10%
# false positive rate whereas a score of 900 corresponds to an
# estimated 2% false positive rate.
# @return [Array<Types::ModelScores>]
#
# @!attribute [rw] rule_results
# The results from the rules.
# @return [Array<Types::RuleResult>]
#
# @!attribute [rw] external_model_outputs
# The model scores for Amazon SageMaker models.
# @return [Array<Types::ExternalModelOutputs>]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/GetEventPredictionResult AWS API Documentation
#
class GetEventPredictionResult < Struct.new(
:model_scores,
:rule_results,
:external_model_outputs)
SENSITIVE = []
include Aws::Structure
end
# @!attribute [rw] event_id
# The ID of the event to retrieve.
# @return [String]
#
# @!attribute [rw] event_type_name
# The event type of the event to retrieve.
# @return [String]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/GetEventRequest AWS API Documentation
#
class GetEventRequest < Struct.new(
:event_id,
:event_type_name)
SENSITIVE = []
include Aws::Structure
end
# @!attribute [rw] event
# The details of the event.
# @return [Types::Event]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/GetEventResult AWS API Documentation
#
class GetEventResult < Struct.new(
:event)
SENSITIVE = []
include Aws::Structure
end
# @!attribute [rw] name
# The name.
# @return [String]
#
# @!attribute [rw] next_token
# The next token for the subsequent request.
# @return [String]
#
# @!attribute [rw] max_results
# The maximum number of objects to return for the request.
# @return [Integer]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/GetEventTypesRequest AWS API Documentation
#
class GetEventTypesRequest < Struct.new(
:name,
:next_token,
:max_results)
SENSITIVE = []
include Aws::Structure
end
# @!attribute [rw] event_types
# An array of event types.
# @return [Array<Types::EventType>]
#
# @!attribute [rw] next_token
# The next page token.
# @return [String]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/GetEventTypesResult AWS API Documentation
#
class GetEventTypesResult < Struct.new(
:event_types,
:next_token)
SENSITIVE = []
include Aws::Structure
end
# @!attribute [rw] model_endpoint
# The Amazon SageMaker model endpoint.
# @return [String]
#
# @!attribute [rw] next_token
# The next page token for the request.
# @return [String]
#
# @!attribute [rw] max_results
# The maximum number of objects to return for the request.
# @return [Integer]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/GetExternalModelsRequest AWS API Documentation
#
class GetExternalModelsRequest < Struct.new(
:model_endpoint,
:next_token,
:max_results)
SENSITIVE = []
include Aws::Structure
end
# @!attribute [rw] external_models
# Gets the Amazon SageMaker models.
# @return [Array<Types::ExternalModel>]
#
# @!attribute [rw] next_token
# The next page token to be used in subsequent requests.
# @return [String]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/GetExternalModelsResult AWS API Documentation
#
class GetExternalModelsResult < Struct.new(
:external_models,
:next_token)
SENSITIVE = []
include Aws::Structure
end
# @!attribute [rw] kms_key
# The KMS encryption key.
# @return [Types::KMSKey]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/GetKMSEncryptionKeyResult AWS API Documentation
#
class GetKMSEncryptionKeyResult < Struct.new(
:kms_key)
SENSITIVE = []
include Aws::Structure
end
# @!attribute [rw] name
# The name of the label or labels to get.
# @return [String]
#
# @!attribute [rw] next_token
# The next token for the subsequent request.
# @return [String]
#
# @!attribute [rw] max_results
# The maximum number of objects to return for the request.
# @return [Integer]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/GetLabelsRequest AWS API Documentation
#
class GetLabelsRequest < Struct.new(
:name,
:next_token,
:max_results)
SENSITIVE = []
include Aws::Structure
end
# @!attribute [rw] labels
# An array of labels.
# @return [Array<Types::Label>]
#
# @!attribute [rw] next_token
# The next page token.
# @return [String]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/GetLabelsResult AWS API Documentation
#
class GetLabelsResult < Struct.new(
:labels,
:next_token)
SENSITIVE = []
include Aws::Structure
end
# @!attribute [rw] model_id
# The model ID.
# @return [String]
#
# @!attribute [rw] model_type
# The model type.
# @return [String]
#
# @!attribute [rw] model_version_number
# The model version number.
# @return [String]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/GetModelVersionRequest AWS API Documentation
#
class GetModelVersionRequest < Struct.new(
:model_id,
:model_type,
:model_version_number)
SENSITIVE = []
include Aws::Structure
end
# @!attribute [rw] model_id
# The model ID.
# @return [String]
#
# @!attribute [rw] model_type
# The model type.
# @return [String]
#
# @!attribute [rw] model_version_number
# The model version number.
# @return [String]
#
# @!attribute [rw] training_data_source
# The training data source.
# @return [String]
#
# @!attribute [rw] training_data_schema
# The training data schema.
# @return [Types::TrainingDataSchema]
#
# @!attribute [rw] external_events_detail
# The details of the external events data used for training the model
# version. This will be populated if the `trainingDataSource` is
# `EXTERNAL_EVENTS`
# @return [Types::ExternalEventsDetail]
#
# @!attribute [rw] ingested_events_detail
# The details of the ingested events data used for training the model
# version. This will be populated if the `trainingDataSource` is
# `INGESTED_EVENTS`.
# @return [Types::IngestedEventsDetail]
#
# @!attribute [rw] status
# The model version status.
#
# Possible values are:
#
# * `TRAINING_IN_PROGRESS`
#
# * `TRAINING_COMPLETE`
#
# * `ACTIVATE_REQUESTED`
#
# * `ACTIVATE_IN_PROGRESS`
#
# * `ACTIVE`
#
# * `INACTIVATE_REQUESTED`
#
# * `INACTIVATE_IN_PROGRESS`
#
# * `INACTIVE`
#
# * `ERROR`
# @return [String]
#
# @!attribute [rw] arn
# The model version ARN.
# @return [String]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/GetModelVersionResult AWS API Documentation
#
class GetModelVersionResult < Struct.new(
:model_id,
:model_type,
:model_version_number,
:training_data_source,
:training_data_schema,
:external_events_detail,
:ingested_events_detail,
:status,
:arn)
SENSITIVE = []
include Aws::Structure
end
# @!attribute [rw] model_id
# The model ID.
# @return [String]
#
# @!attribute [rw] model_type
# The model type.
# @return [String]
#
# @!attribute [rw] next_token
# The next token for the subsequent request.
# @return [String]
#
# @!attribute [rw] max_results
# The maximum number of objects to return for the request.
# @return [Integer]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/GetModelsRequest AWS API Documentation
#
class GetModelsRequest < Struct.new(
:model_id,
:model_type,
:next_token,
:max_results)
SENSITIVE = []
include Aws::Structure
end
# @!attribute [rw] next_token
# The next page token to be used in subsequent requests.
# @return [String]
#
# @!attribute [rw] models
# The array of models.
# @return [Array<Types::Model>]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/GetModelsResult AWS API Documentation
#
class GetModelsResult < Struct.new(
:next_token,
:models)
SENSITIVE = []
include Aws::Structure
end
# @!attribute [rw] name
# The name of the outcome or outcomes to get.
# @return [String]
#
# @!attribute [rw] next_token
# The next page token for the request.
# @return [String]
#
# @!attribute [rw] max_results
# The maximum number of objects to return for the request.
# @return [Integer]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/GetOutcomesRequest AWS API Documentation
#
class GetOutcomesRequest < Struct.new(
:name,
:next_token,
:max_results)
SENSITIVE = []
include Aws::Structure
end
# @!attribute [rw] outcomes
# The outcomes.
# @return [Array<Types::Outcome>]
#
# @!attribute [rw] next_token
# The next page token for subsequent requests.
# @return [String]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/GetOutcomesResult AWS API Documentation
#
class GetOutcomesResult < Struct.new(
:outcomes,
:next_token)
SENSITIVE = []
include Aws::Structure
end
# @!attribute [rw] rule_id
# The rule ID.
# @return [String]
#
# @!attribute [rw] detector_id
# The detector ID.
# @return [String]
#
# @!attribute [rw] rule_version
# The rule version.
# @return [String]
#
# @!attribute [rw] next_token
# The next page token.
# @return [String]
#
# @!attribute [rw] max_results
# The maximum number of rules to return for the request.
# @return [Integer]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/GetRulesRequest AWS API Documentation
#
class GetRulesRequest < Struct.new(
:rule_id,
:detector_id,
:rule_version,
:next_token,
:max_results)
SENSITIVE = []
include Aws::Structure
end
# @!attribute [rw] rule_details
# The details of the requested rule.
# @return [Array<Types::RuleDetail>]
#
# @!attribute [rw] next_token
# The next page token to be used in subsequent requests.
# @return [String]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/GetRulesResult AWS API Documentation
#
class GetRulesResult < Struct.new(
:rule_details,
:next_token)
SENSITIVE = []
include Aws::Structure
end
# @!attribute [rw] name
# The name of the variable.
# @return [String]
#
# @!attribute [rw] next_token
# The next page token of the get variable request.
# @return [String]
#
# @!attribute [rw] max_results
# The max size per page determined for the get variable request.
# @return [Integer]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/GetVariablesRequest AWS API Documentation
#
class GetVariablesRequest < Struct.new(
:name,
:next_token,
:max_results)
SENSITIVE = []
include Aws::Structure
end
# @!attribute [rw] variables
# The names of the variables returned.
# @return [Array<Types::Variable>]
#
# @!attribute [rw] next_token
# The next page token to be used in subsequent requests.
# @return [String]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/GetVariablesResult AWS API Documentation
#
class GetVariablesResult < Struct.new(
:variables,
:next_token)
SENSITIVE = []
include Aws::Structure
end
# Data about the stored events.
#
# @!attribute [rw] number_of_events
# The number of stored events.
# @return [Integer]
#
# @!attribute [rw] event_data_size_in_bytes
# The total size of the stored events.
# @return [Integer]
#
# @!attribute [rw] least_recent_event
# The oldest stored event.
# @return [String]
#
# @!attribute [rw] most_recent_event
# The newest stored event.
# @return [String]
#
# @!attribute [rw] last_updated_time
# Timestamp of when the stored event was last updated.
# @return [String]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/IngestedEventStatistics AWS API Documentation
#
class IngestedEventStatistics < Struct.new(
:number_of_events,
:event_data_size_in_bytes,
:least_recent_event,
:most_recent_event,
:last_updated_time)
SENSITIVE = []
include Aws::Structure
end
# The details of the ingested event.
#
# @!attribute [rw] ingested_events_time_window
# The start and stop time of the ingested events.
# @return [Types::IngestedEventsTimeWindow]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/IngestedEventsDetail AWS API Documentation
#
class IngestedEventsDetail < Struct.new(
:ingested_events_time_window)
SENSITIVE = []
include Aws::Structure
end
# The start and stop time of the ingested events.
#
# @!attribute [rw] start_time
# Timestamp of the first ingensted event.
# @return [String]
#
# @!attribute [rw] end_time
# Timestamp of the final ingested event.
# @return [String]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/IngestedEventsTimeWindow AWS API Documentation
#
class IngestedEventsTimeWindow < Struct.new(
:start_time,
:end_time)
SENSITIVE = []
include Aws::Structure
end
# An exception indicating an internal server error.
#
# @!attribute [rw] message
# @return [String]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/InternalServerException AWS API Documentation
#
class InternalServerException < Struct.new(
:message)
SENSITIVE = []
include Aws::Structure
end
# The KMS key details.
#
# @!attribute [rw] kms_encryption_key_arn
# The encryption key ARN.
# @return [String]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/KMSKey AWS API Documentation
#
class KMSKey < Struct.new(
:kms_encryption_key_arn)
SENSITIVE = []
include Aws::Structure
end
# The label details.
#
# @!attribute [rw] name
# The label name.
# @return [String]
#
# @!attribute [rw] description
# The label description.
# @return [String]
#
# @!attribute [rw] last_updated_time
# Timestamp of when the label was last updated.
# @return [String]
#
# @!attribute [rw] created_time
# Timestamp of when the event type was created.
# @return [String]
#
# @!attribute [rw] arn
# The label ARN.
# @return [String]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/Label AWS API Documentation
#
class Label < Struct.new(
:name,
:description,
:last_updated_time,
:created_time,
:arn)
SENSITIVE = []
include Aws::Structure
end
# The label schema.
#
# @!attribute [rw] label_mapper
# The label mapper maps the Amazon Fraud Detector supported model
# classification labels (`FRAUD`, `LEGIT`) to the appropriate event
# type labels. For example, if "`FRAUD`" and "`LEGIT`" are Amazon
# Fraud Detector supported labels, this mapper could be: `\{"FRAUD" =>
# ["0"]`, `"LEGIT" => ["1"]\}` or `\{"FRAUD" => ["false"]`, `"LEGIT"
# => ["true"]\}` or `\{"FRAUD" => ["fraud", "abuse"]`, `"LEGIT" =>
# ["legit", "safe"]\}`. The value part of the mapper is a list,
# because you may have multiple label variants from your event type
# for a single Amazon Fraud Detector label.
# @return [Hash<String,Array<String>>]
#
# @!attribute [rw] unlabeled_events_treatment
# The action to take for unlabeled events.
# @return [String]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/LabelSchema AWS API Documentation
#
class LabelSchema < Struct.new(
:label_mapper,
:unlabeled_events_treatment)
SENSITIVE = []
include Aws::Structure
end
# @!attribute [rw] event_id
# The event ID.
# @return [Types::FilterCondition]
#
# @!attribute [rw] event_type
# The event type associated with the detector.
# @return [Types::FilterCondition]
#
# @!attribute [rw] detector_id
# The detector ID.
# @return [Types::FilterCondition]
#
# @!attribute [rw] detector_version_id
# The detector version ID.
# @return [Types::FilterCondition]
#
# @!attribute [rw] prediction_time_range
# The time period for when the predictions were generated.
# @return [Types::PredictionTimeRange]
#
# @!attribute [rw] next_token
# Identifies the next page of results to return. Use the token to make
# the call again to retrieve the next page. Keep all other arguments
# unchanged. Each pagination token expires after 24 hours.
# @return [String]
#
# @!attribute [rw] max_results
# The maximum number of predictions to return for the request.
# @return [Integer]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/ListEventPredictionsRequest AWS API Documentation
#
class ListEventPredictionsRequest < Struct.new(
:event_id,
:event_type,
:detector_id,
:detector_version_id,
:prediction_time_range,
:next_token,
:max_results)
SENSITIVE = []
include Aws::Structure
end
# @!attribute [rw] event_prediction_summaries
# The summary of the past predictions.
# @return [Array<Types::EventPredictionSummary>]
#
# @!attribute [rw] next_token
# Identifies the next page of results to return. Use the token to make
# the call again to retrieve the next page. Keep all other arguments
# unchanged. Each pagination token expires after 24 hours.
# @return [String]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/ListEventPredictionsResult AWS API Documentation
#
class ListEventPredictionsResult < Struct.new(
:event_prediction_summaries,
:next_token)
SENSITIVE = []
include Aws::Structure
end
# @!attribute [rw] resource_arn
# The ARN that specifies the resource whose tags you want to list.
# @return [String]
#
# @!attribute [rw] next_token
# The next token from the previous results.
# @return [String]
#
# @!attribute [rw] max_results
# The maximum number of objects to return for the request.
# @return [Integer]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/ListTagsForResourceRequest AWS API Documentation
#
class ListTagsForResourceRequest < Struct.new(
:resource_arn,
:next_token,
:max_results)
SENSITIVE = []
include Aws::Structure
end
# @!attribute [rw] tags
# A collection of key and value pairs.
# @return [Array<Types::Tag>]
#
# @!attribute [rw] next_token
# The next token for subsequent requests.
# @return [String]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/ListTagsForResourceResult AWS API Documentation
#
class ListTagsForResourceResult < Struct.new(
:tags,
:next_token)
SENSITIVE = []
include Aws::Structure
end
# The log odds metric details.
#
# @!attribute [rw] variable_name
# The name of the variable.
# @return [String]
#
# @!attribute [rw] variable_type
# The type of variable.
# @return [String]
#
# @!attribute [rw] variable_importance
# The relative importance of the variable. For more information, see
# [Model variable importance][1].
#
#
#
# [1]: https://docs.aws.amazon.com/frauddetector/latest/ug/model-variable-importance.html
# @return [Float]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/LogOddsMetric AWS API Documentation
#
class LogOddsMetric < Struct.new(
:variable_name,
:variable_type,
:variable_importance)
SENSITIVE = []
include Aws::Structure
end
# Model performance metrics data points.
#
# @!attribute [rw] fpr
# The false positive rate. This is the percentage of total legitimate
# events that are incorrectly predicted as fraud.
# @return [Float]
#
# @!attribute [rw] precision
# The percentage of fraud events correctly predicted as fraudulent as
# compared to all events predicted as fraudulent.
# @return [Float]
#
# @!attribute [rw] tpr
# The true positive rate. This is the percentage of total fraud the
# model detects. Also known as capture rate.
# @return [Float]
#
# @!attribute [rw] threshold
# The model threshold that specifies an acceptable fraud capture rate.
# For example, a threshold of 500 means any model score 500 or above
# is labeled as fraud.
# @return [Float]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/MetricDataPoint AWS API Documentation
#
class MetricDataPoint < Struct.new(
:fpr,
:precision,
:tpr,
:threshold)
SENSITIVE = []
include Aws::Structure
end
# The model.
#
# @!attribute [rw] model_id
# The model ID.
# @return [String]
#
# @!attribute [rw] model_type
# The model type.
# @return [String]
#
# @!attribute [rw] description
# The model description.
# @return [String]
#
# @!attribute [rw] event_type_name
# The name of the event type.
# @return [String]
#
# @!attribute [rw] created_time
# Timestamp of when the model was created.
# @return [String]
#
# @!attribute [rw] last_updated_time
# Timestamp of last time the model was updated.
# @return [String]
#
# @!attribute [rw] arn
# The ARN of the model.
# @return [String]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/Model AWS API Documentation
#
class Model < Struct.new(
:model_id,
:model_type,
:description,
:event_type_name,
:created_time,
:last_updated_time,
:arn)
SENSITIVE = []
include Aws::Structure
end
# A pre-formed Amazon SageMaker model input you can include if your
# detector version includes an imported Amazon SageMaker model endpoint
# with pass-through input configuration.
#
# @!attribute [rw] byte_buffer
# The byte buffer of the Amazon SageMaker model endpoint input data
# blob.
# @return [String]
#
# @!attribute [rw] content_type
# The content type of the Amazon SageMaker model endpoint input data
# blob.
# @return [String]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/ModelEndpointDataBlob AWS API Documentation
#
class ModelEndpointDataBlob < Struct.new(
:byte_buffer,
:content_type)
SENSITIVE = []
include Aws::Structure
end
# The Amazon SageMaker model input configuration.
#
# @!attribute [rw] event_type_name
# The event type name.
# @return [String]
#
# @!attribute [rw] 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.
# @return [String]
#
# @!attribute [rw] use_event_variables
# The event variables.
# @return [Boolean]
#
# @!attribute [rw] 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.
# @return [String]
#
# @!attribute [rw] 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.
# @return [String]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/ModelInputConfiguration AWS API Documentation
#
class ModelInputConfiguration < Struct.new(
:event_type_name,
:format,
:use_event_variables,
:json_input_template,
:csv_input_template)
SENSITIVE = []
include Aws::Structure
end
# Provides the Amazon Sagemaker model output configuration.
#
# @!attribute [rw] format
# The format of the model output configuration.
# @return [String]
#
# @!attribute [rw] json_key_to_variable_map
# A map of JSON keys in response from SageMaker to the Amazon Fraud
# Detector variables.
# @return [Hash<String,String>]
#
# @!attribute [rw] csv_index_to_variable_map
# A map of CSV index values in the SageMaker response to the Amazon
# Fraud Detector variables.
# @return [Hash<String,String>]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/ModelOutputConfiguration AWS API Documentation
#
class ModelOutputConfiguration < Struct.new(
:format,
:json_key_to_variable_map,
:csv_index_to_variable_map)
SENSITIVE = []
include Aws::Structure
end
# The fraud prediction scores.
#
# @!attribute [rw] model_version
# The model version.
# @return [Types::ModelVersion]
#
# @!attribute [rw] scores
# The model's fraud prediction scores.
# @return [Hash<String,Float>]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/ModelScores AWS API Documentation
#
class ModelScores < Struct.new(
:model_version,
:scores)
SENSITIVE = []
include Aws::Structure
end
# The model version.
#
# @!attribute [rw] model_id
# The model ID.
# @return [String]
#
# @!attribute [rw] model_type
# The model type.
# @return [String]
#
# @!attribute [rw] model_version_number
# The model version number.
# @return [String]
#
# @!attribute [rw] arn
# The model version ARN.
# @return [String]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/ModelVersion AWS API Documentation
#
class ModelVersion < Struct.new(
:model_id,
:model_type,
:model_version_number,
:arn)
SENSITIVE = []
include Aws::Structure
end
# The details of the model version.
#
# @!attribute [rw] model_id
# The model ID.
# @return [String]
#
# @!attribute [rw] model_type
# The model type.
# @return [String]
#
# @!attribute [rw] model_version_number
# The model version number.
# @return [String]
#
# @!attribute [rw] status
# The status of the model version.
# @return [String]
#
# @!attribute [rw] training_data_source
# The model version training data source.
# @return [String]
#
# @!attribute [rw] training_data_schema
# The training data schema.
# @return [Types::TrainingDataSchema]
#
# @!attribute [rw] external_events_detail
# The external events data details. This will be populated if the
# `trainingDataSource` for the model version is specified as
# `EXTERNAL_EVENTS`.
# @return [Types::ExternalEventsDetail]
#
# @!attribute [rw] ingested_events_detail
# The ingested events data details. This will be populated if the
# `trainingDataSource` for the model version is specified as
# `INGESTED_EVENTS`.
# @return [Types::IngestedEventsDetail]
#
# @!attribute [rw] training_result
# The training results.
# @return [Types::TrainingResult]
#
# @!attribute [rw] last_updated_time
# The timestamp when the model was last updated.
# @return [String]
#
# @!attribute [rw] created_time
# The timestamp when the model was created.
# @return [String]
#
# @!attribute [rw] arn
# The model version ARN.
# @return [String]
#
# @!attribute [rw] training_result_v2
# The training result details. The details include the relative
# importance of the variables.
# @return [Types::TrainingResultV2]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/ModelVersionDetail AWS API Documentation
#
class ModelVersionDetail < Struct.new(
:model_id,
:model_type,
:model_version_number,
:status,
:training_data_source,
:training_data_schema,
:external_events_detail,
:ingested_events_detail,
:training_result,
:last_updated_time,
:created_time,
:arn,
:training_result_v2)
SENSITIVE = []
include Aws::Structure
end
# The model version evalutions.
#
# @!attribute [rw] output_variable_name
# The output variable name.
# @return [String]
#
# @!attribute [rw] evaluation_score
# The evaluation score generated for the model version.
# @return [String]
#
# @!attribute [rw] prediction_explanations
# The prediction explanations generated for the model version.
# @return [Types::PredictionExplanations]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/ModelVersionEvaluation AWS API Documentation
#
class ModelVersionEvaluation < Struct.new(
:output_variable_name,
:evaluation_score,
:prediction_explanations)
SENSITIVE = []
include Aws::Structure
end
# The Online Fraud Insights (OFI) model performance metrics data points.
#
# @!attribute [rw] fpr
# The false positive rate. This is the percentage of total legitimate
# events that are incorrectly predicted as fraud.
# @return [Float]
#
# @!attribute [rw] precision
# The percentage of fraud events correctly predicted as fraudulent as
# compared to all events predicted as fraudulent.
# @return [Float]
#
# @!attribute [rw] tpr
# The true positive rate. This is the percentage of total fraud the
# model detects. Also known as capture rate.
# @return [Float]
#
# @!attribute [rw] threshold
# The model threshold that specifies an acceptable fraud capture rate.
# For example, a threshold of 500 means any model score 500 or above
# is labeled as fraud.
# @return [Float]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/OFIMetricDataPoint AWS API Documentation
#
class OFIMetricDataPoint < Struct.new(
:fpr,
:precision,
:tpr,
:threshold)
SENSITIVE = []
include Aws::Structure
end
# The Online Fraud Insights (OFI) model performance score.
#
# @!attribute [rw] auc
# The area under the curve (auc). This summarizes the total positive
# rate (tpr) and false positive rate (FPR) across all possible model
# score thresholds.
# @return [Float]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/OFIModelPerformance AWS API Documentation
#
class OFIModelPerformance < Struct.new(
:auc)
SENSITIVE = []
include Aws::Structure
end
# The Online Fraud Insights (OFI) model training metric details.
#
# @!attribute [rw] metric_data_points
# The model's performance metrics data points.
# @return [Array<Types::OFIMetricDataPoint>]
#
# @!attribute [rw] model_performance
# The model's overall performance score.
# @return [Types::OFIModelPerformance]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/OFITrainingMetricsValue AWS API Documentation
#
class OFITrainingMetricsValue < Struct.new(
:metric_data_points,
:model_performance)
SENSITIVE = []
include Aws::Structure
end
# The outcome.
#
# @!attribute [rw] name
# The outcome name.
# @return [String]
#
# @!attribute [rw] description
# The outcome description.
# @return [String]
#
# @!attribute [rw] last_updated_time
# The timestamp when the outcome was last updated.
# @return [String]
#
# @!attribute [rw] created_time
# The timestamp when the outcome was created.
# @return [String]
#
# @!attribute [rw] arn
# The outcome ARN.
# @return [String]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/Outcome AWS API Documentation
#
class Outcome < Struct.new(
:name,
:description,
:last_updated_time,
:created_time,
:arn)
SENSITIVE = []
include Aws::Structure
end
# The prediction explanations that provide insight into how each event
# variable impacted the model version's fraud prediction score.
#
# @!attribute [rw] variable_impact_explanations
# The details of the event variable's impact on the prediction score.
# @return [Array<Types::VariableImpactExplanation>]
#
# @!attribute [rw] aggregated_variables_impact_explanations
# The details of the aggregated variables impact on the prediction
# score.
#
# Account Takeover Insights (ATI) model uses event variables from the
# login data you provide to continuously calculate a set of variables
# (aggregated variables) based on historical events. For example, your
# ATI model might calculate the number of times an user has logged in
# using the same IP address. In this case, event variables used to
# derive the aggregated variables are `IP address` and `user`.
# @return [Array<Types::AggregatedVariablesImpactExplanation>]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/PredictionExplanations AWS API Documentation
#
class PredictionExplanations < Struct.new(
:variable_impact_explanations,
:aggregated_variables_impact_explanations)
SENSITIVE = []
include Aws::Structure
end
# The time period for when the predictions were generated.
#
# @!attribute [rw] start_time
# The start time of the time period for when the predictions were
# generated.
# @return [String]
#
# @!attribute [rw] end_time
# The end time of the time period for when the predictions were
# generated.
# @return [String]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/PredictionTimeRange AWS API Documentation
#
class PredictionTimeRange < Struct.new(
:start_time,
:end_time)
SENSITIVE = []
include Aws::Structure
end
# @!attribute [rw] detector_id
# The detector ID.
# @return [String]
#
# @!attribute [rw] description
# The description of the detector.
# @return [String]
#
# @!attribute [rw] event_type_name
# The name of the event type.
# @return [String]
#
# @!attribute [rw] tags
# A collection of key and value pairs.
# @return [Array<Types::Tag>]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/PutDetectorRequest AWS API Documentation
#
class PutDetectorRequest < Struct.new(
:detector_id,
:description,
:event_type_name,
:tags)
SENSITIVE = []
include Aws::Structure
end
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/PutDetectorResult AWS API Documentation
#
class PutDetectorResult < Aws::EmptyStructure; end
# @!attribute [rw] name
# The name of the entity type.
# @return [String]
#
# @!attribute [rw] description
# The description.
# @return [String]
#
# @!attribute [rw] tags
# A collection of key and value pairs.
# @return [Array<Types::Tag>]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/PutEntityTypeRequest AWS API Documentation
#
class PutEntityTypeRequest < Struct.new(
:name,
:description,
:tags)
SENSITIVE = []
include Aws::Structure
end
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/PutEntityTypeResult AWS API Documentation
#
class PutEntityTypeResult < Aws::EmptyStructure; end
# @!attribute [rw] name
# The name.
# @return [String]
#
# @!attribute [rw] description
# The description of the event type.
# @return [String]
#
# @!attribute [rw] event_variables
# The event type variables.
# @return [Array<String>]
#
# @!attribute [rw] labels
# The event type labels.
# @return [Array<String>]
#
# @!attribute [rw] entity_types
# The entity type for the event type. Example entity types: customer,
# merchant, account.
# @return [Array<String>]
#
# @!attribute [rw] event_ingestion
# Specifies if ingenstion is enabled or disabled.
# @return [String]
#
# @!attribute [rw] tags
# A collection of key and value pairs.
# @return [Array<Types::Tag>]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/PutEventTypeRequest AWS API Documentation
#
class PutEventTypeRequest < Struct.new(
:name,
:description,
:event_variables,
:labels,
:entity_types,
:event_ingestion,
:tags)
SENSITIVE = []
include Aws::Structure
end
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/PutEventTypeResult AWS API Documentation
#
class PutEventTypeResult < Aws::EmptyStructure; end
# @!attribute [rw] model_endpoint
# The model endpoints name.
# @return [String]
#
# @!attribute [rw] model_source
# The source of the model.
# @return [String]
#
# @!attribute [rw] invoke_model_endpoint_role_arn
# The IAM role used to invoke the model endpoint.
# @return [String]
#
# @!attribute [rw] input_configuration
# The model endpoint input configuration.
# @return [Types::ModelInputConfiguration]
#
# @!attribute [rw] output_configuration
# The model endpoint output configuration.
# @return [Types::ModelOutputConfiguration]
#
# @!attribute [rw] model_endpoint_status
# The model endpoint’s status in Amazon Fraud Detector.
# @return [String]
#
# @!attribute [rw] tags
# A collection of key and value pairs.
# @return [Array<Types::Tag>]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/PutExternalModelRequest AWS API Documentation
#
class PutExternalModelRequest < Struct.new(
:model_endpoint,
:model_source,
:invoke_model_endpoint_role_arn,
:input_configuration,
:output_configuration,
:model_endpoint_status,
:tags)
SENSITIVE = []
include Aws::Structure
end
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/PutExternalModelResult AWS API Documentation
#
class PutExternalModelResult < Aws::EmptyStructure; end
# @!attribute [rw] kms_encryption_key_arn
# The KMS encryption key ARN.
#
# The KMS key must be single-Region key. Amazon Fraud Detector does
# not support multi-Region KMS key.
# @return [String]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/PutKMSEncryptionKeyRequest AWS API Documentation
#
class PutKMSEncryptionKeyRequest < Struct.new(
:kms_encryption_key_arn)
SENSITIVE = []
include Aws::Structure
end
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/PutKMSEncryptionKeyResult AWS API Documentation
#
class PutKMSEncryptionKeyResult < Aws::EmptyStructure; end
# @!attribute [rw] name
# The label name.
# @return [String]
#
# @!attribute [rw] description
# The label description.
# @return [String]
#
# @!attribute [rw] tags
# @return [Array<Types::Tag>]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/PutLabelRequest AWS API Documentation
#
class PutLabelRequest < Struct.new(
:name,
:description,
:tags)
SENSITIVE = []
include Aws::Structure
end
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/PutLabelResult AWS API Documentation
#
class PutLabelResult < Aws::EmptyStructure; end
# @!attribute [rw] name
# The name of the outcome.
# @return [String]
#
# @!attribute [rw] description
# The outcome description.
# @return [String]
#
# @!attribute [rw] tags
# A collection of key and value pairs.
# @return [Array<Types::Tag>]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/PutOutcomeRequest AWS API Documentation
#
class PutOutcomeRequest < Struct.new(
:name,
:description,
:tags)
SENSITIVE = []
include Aws::Structure
end
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/PutOutcomeResult AWS API Documentation
#
class PutOutcomeResult < Aws::EmptyStructure; end
# An exception indicating the specified resource was not found.
#
# @!attribute [rw] message
# @return [String]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/ResourceNotFoundException AWS API Documentation
#
class ResourceNotFoundException < Struct.new(
:message)
SENSITIVE = []
include Aws::Structure
end
# An exception indicating that the attached customer-owned (external)
# model threw an exception when Amazon Fraud Detector invoked the model.
#
# @!attribute [rw] message
# @return [String]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/ResourceUnavailableException AWS API Documentation
#
class ResourceUnavailableException < Struct.new(
:message)
SENSITIVE = []
include Aws::Structure
end
# A rule.
#
# @!attribute [rw] detector_id
# The detector for which the rule is associated.
# @return [String]
#
# @!attribute [rw] rule_id
# The rule ID.
# @return [String]
#
# @!attribute [rw] rule_version
# The rule version.
# @return [String]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/Rule AWS API Documentation
#
class Rule < Struct.new(
:detector_id,
:rule_id,
:rule_version)
SENSITIVE = []
include Aws::Structure
end
# The details of the rule.
#
# @!attribute [rw] rule_id
# The rule ID.
# @return [String]
#
# @!attribute [rw] description
# The rule description.
# @return [String]
#
# @!attribute [rw] detector_id
# The detector for which the rule is associated.
# @return [String]
#
# @!attribute [rw] rule_version
# The rule version.
# @return [String]
#
# @!attribute [rw] expression
# The rule expression.
# @return [String]
#
# @!attribute [rw] language
# The rule language.
# @return [String]
#
# @!attribute [rw] outcomes
# The rule outcomes.
# @return [Array<String>]
#
# @!attribute [rw] last_updated_time
# Timestamp of the last time the rule was updated.
# @return [String]
#
# @!attribute [rw] created_time
# The timestamp of when the rule was created.
# @return [String]
#
# @!attribute [rw] arn
# The rule ARN.
# @return [String]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/RuleDetail AWS API Documentation
#
class RuleDetail < Struct.new(
:rule_id,
:description,
:detector_id,
:rule_version,
:expression,
:language,
:outcomes,
:last_updated_time,
:created_time,
:arn)
SENSITIVE = [:expression]
include Aws::Structure
end
# The rule results.
#
# @!attribute [rw] rule_id
# The rule ID that was matched, based on the rule execution mode.
# @return [String]
#
# @!attribute [rw] outcomes
# The outcomes of the matched rule, based on the rule execution mode.
# @return [Array<String>]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/RuleResult AWS API Documentation
#
class RuleResult < Struct.new(
:rule_id,
:outcomes)
SENSITIVE = []
include Aws::Structure
end
# @!attribute [rw] event_id
# The event ID to upload.
# @return [String]
#
# @!attribute [rw] event_type_name
# The event type name of the event.
# @return [String]
#
# @!attribute [rw] event_timestamp
# The timestamp that defines when the event under evaluation occurred.
# The timestamp must be specified using ISO 8601 standard in UTC.
# @return [String]
#
# @!attribute [rw] event_variables
# Names of the event type's variables you defined in Amazon Fraud
# Detector to represent data elements and their corresponding values
# for the event you are sending for evaluation.
# @return [Hash<String,String>]
#
# @!attribute [rw] assigned_label
# The label to associate with the event. Required if specifying
# `labelTimestamp`.
# @return [String]
#
# @!attribute [rw] label_timestamp
# The timestamp associated with the label. Required if specifying
# `assignedLabel`.
# @return [String]
#
# @!attribute [rw] entities
# An array of entities.
# @return [Array<Types::Entity>]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/SendEventRequest AWS API Documentation
#
class SendEventRequest < Struct.new(
:event_id,
:event_type_name,
:event_timestamp,
:event_variables,
:assigned_label,
:label_timestamp,
:entities)
SENSITIVE = []
include Aws::Structure
end
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/SendEventResult AWS API Documentation
#
class SendEventResult < Aws::EmptyStructure; end
# The performance metrics data points for Transaction Fraud Insights
# (TFI) model.
#
# @!attribute [rw] fpr
# The false positive rate. This is the percentage of total legitimate
# events that are incorrectly predicted as fraud.
# @return [Float]
#
# @!attribute [rw] precision
# The percentage of fraud events correctly predicted as fraudulent as
# compared to all events predicted as fraudulent.
# @return [Float]
#
# @!attribute [rw] tpr
# The true positive rate. This is the percentage of total fraud the
# model detects. Also known as capture rate.
# @return [Float]
#
# @!attribute [rw] threshold
# The model threshold that specifies an acceptable fraud capture rate.
# For example, a threshold of 500 means any model score 500 or above
# is labeled as fraud.
# @return [Float]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/TFIMetricDataPoint AWS API Documentation
#
class TFIMetricDataPoint < Struct.new(
:fpr,
:precision,
:tpr,
:threshold)
SENSITIVE = []
include Aws::Structure
end
# The Transaction Fraud Insights (TFI) model performance score.
#
# @!attribute [rw] auc
# The area under the curve (auc). This summarizes the total positive
# rate (tpr) and false positive rate (FPR) across all possible model
# score thresholds.
# @return [Float]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/TFIModelPerformance AWS API Documentation
#
class TFIModelPerformance < Struct.new(
:auc)
SENSITIVE = []
include Aws::Structure
end
# The Transaction Fraud Insights (TFI) model training metric details.
#
# @!attribute [rw] metric_data_points
# The model's performance metrics data points.
# @return [Array<Types::TFIMetricDataPoint>]
#
# @!attribute [rw] model_performance
# The model performance score.
# @return [Types::TFIModelPerformance]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/TFITrainingMetricsValue AWS API Documentation
#
class TFITrainingMetricsValue < Struct.new(
:metric_data_points,
:model_performance)
SENSITIVE = []
include Aws::Structure
end
# A key and value pair.
#
# @!attribute [rw] key
# A tag key.
# @return [String]
#
# @!attribute [rw] value
# A value assigned to a tag key.
# @return [String]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/Tag AWS API Documentation
#
class Tag < Struct.new(
:key,
:value)
SENSITIVE = []
include Aws::Structure
end
# @!attribute [rw] resource_arn
# The resource ARN.
# @return [String]
#
# @!attribute [rw] tags
# The tags to assign to the resource.
# @return [Array<Types::Tag>]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/TagResourceRequest AWS API Documentation
#
class TagResourceRequest < Struct.new(
:resource_arn,
:tags)
SENSITIVE = []
include Aws::Structure
end
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/TagResourceResult AWS API Documentation
#
class TagResourceResult < Aws::EmptyStructure; end
# An exception indicating a throttling error.
#
# @!attribute [rw] message
# @return [String]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/ThrottlingException AWS API Documentation
#
class ThrottlingException < Struct.new(
:message)
SENSITIVE = []
include Aws::Structure
end
# The training data schema.
#
# @!attribute [rw] model_variables
# The training data schema variables.
# @return [Array<String>]
#
# @!attribute [rw] label_schema
# The label schema.
# @return [Types::LabelSchema]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/TrainingDataSchema AWS API Documentation
#
class TrainingDataSchema < Struct.new(
:model_variables,
:label_schema)
SENSITIVE = []
include Aws::Structure
end
# The training metric details.
#
# @!attribute [rw] auc
# The area under the curve. This summarizes true positive rate (TPR)
# and false positive rate (FPR) across all possible model score
# thresholds. A model with no predictive power has an AUC of 0.5,
# whereas a perfect model has a score of 1.0.
# @return [Float]
#
# @!attribute [rw] metric_data_points
# The data points details.
# @return [Array<Types::MetricDataPoint>]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/TrainingMetrics AWS API Documentation
#
class TrainingMetrics < Struct.new(
:auc,
:metric_data_points)
SENSITIVE = []
include Aws::Structure
end
# The training metrics details.
#
# @!attribute [rw] ofi
# The Online Fraud Insights (OFI) model training metric details.
# @return [Types::OFITrainingMetricsValue]
#
# @!attribute [rw] tfi
# The Transaction Fraud Insights (TFI) model training metric details.
# @return [Types::TFITrainingMetricsValue]
#
# @!attribute [rw] ati
# The Account Takeover Insights (ATI) model training metric details.
# @return [Types::ATITrainingMetricsValue]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/TrainingMetricsV2 AWS API Documentation
#
class TrainingMetricsV2 < Struct.new(
:ofi,
:tfi,
:ati)
SENSITIVE = []
include Aws::Structure
end
# The training result details.
#
# @!attribute [rw] data_validation_metrics
# The validation metrics.
# @return [Types::DataValidationMetrics]
#
# @!attribute [rw] training_metrics
# The training metric details.
# @return [Types::TrainingMetrics]
#
# @!attribute [rw] variable_importance_metrics
# The variable importance metrics.
# @return [Types::VariableImportanceMetrics]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/TrainingResult AWS API Documentation
#
class TrainingResult < Struct.new(
:data_validation_metrics,
:training_metrics,
:variable_importance_metrics)
SENSITIVE = []
include Aws::Structure
end
# The training result details.
#
# @!attribute [rw] data_validation_metrics
# The model training data validation metrics.
# @return [Types::DataValidationMetrics]
#
# @!attribute [rw] training_metrics_v2
# The training metric details.
# @return [Types::TrainingMetricsV2]
#
# @!attribute [rw] variable_importance_metrics
# The variable importance metrics details.
# @return [Types::VariableImportanceMetrics]
#
# @!attribute [rw] aggregated_variables_importance_metrics
# The variable importance metrics of the aggregated variables.
#
# Account Takeover Insights (ATI) model uses event variables from the
# login data you provide to continuously calculate a set of variables
# (aggregated variables) based on historical events. For example, your
# ATI model might calculate the number of times an user has logged in
# using the same IP address. In this case, event variables used to
# derive the aggregated variables are `IP address` and `user`.
# @return [Types::AggregatedVariablesImportanceMetrics]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/TrainingResultV2 AWS API Documentation
#
class TrainingResultV2 < Struct.new(
:data_validation_metrics,
:training_metrics_v2,
:variable_importance_metrics,
:aggregated_variables_importance_metrics)
SENSITIVE = []
include Aws::Structure
end
# @!attribute [rw] resource_arn
# The ARN of the resource from which to remove the tag.
# @return [String]
#
# @!attribute [rw] tag_keys
# The resource ARN.
# @return [Array<String>]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/UntagResourceRequest AWS API Documentation
#
class UntagResourceRequest < Struct.new(
:resource_arn,
:tag_keys)
SENSITIVE = []
include Aws::Structure
end
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/UntagResourceResult AWS API Documentation
#
class UntagResourceResult < Aws::EmptyStructure; end
# @!attribute [rw] detector_id
# The detector ID.
# @return [String]
#
# @!attribute [rw] detector_version_id
# The detector version ID.
# @return [String]
#
# @!attribute [rw] description
# The description.
# @return [String]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/UpdateDetectorVersionMetadataRequest AWS API Documentation
#
class UpdateDetectorVersionMetadataRequest < Struct.new(
:detector_id,
:detector_version_id,
:description)
SENSITIVE = []
include Aws::Structure
end
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/UpdateDetectorVersionMetadataResult AWS API Documentation
#
class UpdateDetectorVersionMetadataResult < Aws::EmptyStructure; end
# @!attribute [rw] detector_id
# The parent detector ID for the detector version you want to update.
# @return [String]
#
# @!attribute [rw] detector_version_id
# The detector version ID.
# @return [String]
#
# @!attribute [rw] external_model_endpoints
# The Amazon SageMaker model endpoints to include in the detector
# version.
# @return [Array<String>]
#
# @!attribute [rw] rules
# The rules to include in the detector version.
# @return [Array<Types::Rule>]
#
# @!attribute [rw] description
# The detector version description.
# @return [String]
#
# @!attribute [rw] model_versions
# The model versions to include in the detector version.
# @return [Array<Types::ModelVersion>]
#
# @!attribute [rw] rule_execution_mode
# The rule execution mode to add to the detector.
#
# If you specify `FIRST_MATCHED`, Amazon Fraud Detector evaluates
# rules sequentially, first to last, stopping at the first matched
# rule. Amazon Fraud dectector then provides the outcomes for that
# single rule.
#
# If you specifiy `ALL_MATCHED`, Amazon Fraud Detector evaluates all
# rules and returns the outcomes for all matched rules. You can define
# and edit the rule mode at the detector version level, when it is in
# draft status.
#
# The default behavior is `FIRST_MATCHED`.
# @return [String]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/UpdateDetectorVersionRequest AWS API Documentation
#
class UpdateDetectorVersionRequest < Struct.new(
:detector_id,
:detector_version_id,
:external_model_endpoints,
:rules,
:description,
:model_versions,
:rule_execution_mode)
SENSITIVE = []
include Aws::Structure
end
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/UpdateDetectorVersionResult AWS API Documentation
#
class UpdateDetectorVersionResult < Aws::EmptyStructure; end
# @!attribute [rw] detector_id
# The detector ID.
# @return [String]
#
# @!attribute [rw] detector_version_id
# The detector version ID.
# @return [String]
#
# @!attribute [rw] status
# The new status.
#
# The only supported values are `ACTIVE` and `INACTIVE`
# @return [String]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/UpdateDetectorVersionStatusRequest AWS API Documentation
#
class UpdateDetectorVersionStatusRequest < Struct.new(
:detector_id,
:detector_version_id,
:status)
SENSITIVE = []
include Aws::Structure
end
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/UpdateDetectorVersionStatusResult AWS API Documentation
#
class UpdateDetectorVersionStatusResult < Aws::EmptyStructure; end
# @!attribute [rw] event_id
# The ID of the event associated with the label to update.
# @return [String]
#
# @!attribute [rw] event_type_name
# The event type of the event associated with the label to update.
# @return [String]
#
# @!attribute [rw] assigned_label
# The new label to assign to the event.
# @return [String]
#
# @!attribute [rw] label_timestamp
# The timestamp associated with the label. The timestamp must be
# specified using ISO 8601 standard in UTC.
# @return [String]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/UpdateEventLabelRequest AWS API Documentation
#
class UpdateEventLabelRequest < Struct.new(
:event_id,
:event_type_name,
:assigned_label,
:label_timestamp)
SENSITIVE = []
include Aws::Structure
end
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/UpdateEventLabelResult AWS API Documentation
#
class UpdateEventLabelResult < Aws::EmptyStructure; end
# @!attribute [rw] model_id
# The model ID.
# @return [String]
#
# @!attribute [rw] model_type
# The model type.
# @return [String]
#
# @!attribute [rw] description
# The new model description.
# @return [String]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/UpdateModelRequest AWS API Documentation
#
class UpdateModelRequest < Struct.new(
:model_id,
:model_type,
:description)
SENSITIVE = []
include Aws::Structure
end
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/UpdateModelResult AWS API Documentation
#
class UpdateModelResult < Aws::EmptyStructure; end
# @!attribute [rw] model_id
# The model ID.
# @return [String]
#
# @!attribute [rw] model_type
# The model type.
# @return [String]
#
# @!attribute [rw] major_version_number
# The major version number.
# @return [String]
#
# @!attribute [rw] external_events_detail
# The details of the external events data used for training the model
# version. Required if `trainingDataSource` is `EXTERNAL_EVENTS`.
# @return [Types::ExternalEventsDetail]
#
# @!attribute [rw] ingested_events_detail
# The details of the ingested event used for training the model
# version. Required if your `trainingDataSource` is `INGESTED_EVENTS`.
# @return [Types::IngestedEventsDetail]
#
# @!attribute [rw] tags
# A collection of key and value pairs.
# @return [Array<Types::Tag>]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/UpdateModelVersionRequest AWS API Documentation
#
class UpdateModelVersionRequest < Struct.new(
:model_id,
:model_type,
:major_version_number,
:external_events_detail,
:ingested_events_detail,
:tags)
SENSITIVE = []
include Aws::Structure
end
# @!attribute [rw] model_id
# The model ID.
# @return [String]
#
# @!attribute [rw] model_type
# The model type.
# @return [String]
#
# @!attribute [rw] model_version_number
# The model version number of the model version updated.
# @return [String]
#
# @!attribute [rw] status
# The status of the updated model version.
# @return [String]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/UpdateModelVersionResult AWS API Documentation
#
class UpdateModelVersionResult < Struct.new(
:model_id,
:model_type,
:model_version_number,
:status)
SENSITIVE = []
include Aws::Structure
end
# @!attribute [rw] model_id
# The model ID of the model version to update.
# @return [String]
#
# @!attribute [rw] model_type
# The model type.
# @return [String]
#
# @!attribute [rw] model_version_number
# The model version number.
# @return [String]
#
# @!attribute [rw] status
# The model version status.
# @return [String]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/UpdateModelVersionStatusRequest AWS API Documentation
#
class UpdateModelVersionStatusRequest < Struct.new(
:model_id,
:model_type,
:model_version_number,
:status)
SENSITIVE = []
include Aws::Structure
end
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/UpdateModelVersionStatusResult AWS API Documentation
#
class UpdateModelVersionStatusResult < Aws::EmptyStructure; end
# @!attribute [rw] rule
# The rule to update.
# @return [Types::Rule]
#
# @!attribute [rw] description
# The rule description.
# @return [String]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/UpdateRuleMetadataRequest AWS API Documentation
#
class UpdateRuleMetadataRequest < Struct.new(
:rule,
:description)
SENSITIVE = []
include Aws::Structure
end
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/UpdateRuleMetadataResult AWS API Documentation
#
class UpdateRuleMetadataResult < Aws::EmptyStructure; end
# @!attribute [rw] rule
# The rule to update.
# @return [Types::Rule]
#
# @!attribute [rw] description
# The description.
# @return [String]
#
# @!attribute [rw] expression
# The rule expression.
# @return [String]
#
# @!attribute [rw] language
# The language.
# @return [String]
#
# @!attribute [rw] outcomes
# The outcomes.
# @return [Array<String>]
#
# @!attribute [rw] tags
# The tags to assign to the rule version.
# @return [Array<Types::Tag>]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/UpdateRuleVersionRequest AWS API Documentation
#
class UpdateRuleVersionRequest < Struct.new(
:rule,
:description,
:expression,
:language,
:outcomes,
:tags)
SENSITIVE = [:expression]
include Aws::Structure
end
# @!attribute [rw] rule
# The new rule version that was created.
# @return [Types::Rule]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/UpdateRuleVersionResult AWS API Documentation
#
class UpdateRuleVersionResult < Struct.new(
:rule)
SENSITIVE = []
include Aws::Structure
end
# @!attribute [rw] name
# The name of the variable.
# @return [String]
#
# @!attribute [rw] default_value
# The new default value of the variable.
# @return [String]
#
# @!attribute [rw] description
# The new description.
# @return [String]
#
# @!attribute [rw] variable_type
# The variable type. For more information see [Variable types][1].
#
#
#
# [1]: https://docs.aws.amazon.com/frauddetector/latest/ug/create-a-variable.html#variable-types
# @return [String]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/UpdateVariableRequest AWS API Documentation
#
class UpdateVariableRequest < Struct.new(
:name,
:default_value,
:description,
:variable_type)
SENSITIVE = []
include Aws::Structure
end
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/UpdateVariableResult AWS API Documentation
#
class UpdateVariableResult < Aws::EmptyStructure; end
# An exception indicating a specified value is not allowed.
#
# @!attribute [rw] message
# @return [String]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/ValidationException AWS API Documentation
#
class ValidationException < Struct.new(
:message)
SENSITIVE = []
include Aws::Structure
end
# The variable.
#
# @!attribute [rw] name
# The name of the variable.
# @return [String]
#
# @!attribute [rw] data_type
# The data type of the variable. For more information see [Variable
# types][1].
#
#
#
# [1]: https://docs.aws.amazon.com/frauddetector/latest/ug/create-a-variable.html#variable-types
# @return [String]
#
# @!attribute [rw] data_source
# The data source of the variable.
# @return [String]
#
# @!attribute [rw] default_value
# The default value of the variable.
# @return [String]
#
# @!attribute [rw] description
# The description of the variable.
# @return [String]
#
# @!attribute [rw] variable_type
# The variable type of the variable.
#
# Valid Values: `AUTH_CODE | AVS | BILLING_ADDRESS_L1 |
# BILLING_ADDRESS_L2 | BILLING_CITY | BILLING_COUNTRY | BILLING_NAME |
# BILLING_PHONE | BILLING_STATE | BILLING_ZIP | CARD_BIN | CATEGORICAL
# | CURRENCY_CODE | EMAIL_ADDRESS | FINGERPRINT | FRAUD_LABEL |
# FREE_FORM_TEXT | IP_ADDRESS | NUMERIC | ORDER_ID | PAYMENT_TYPE |
# PHONE_NUMBER | PRICE | PRODUCT_CATEGORY | SHIPPING_ADDRESS_L1 |
# SHIPPING_ADDRESS_L2 | SHIPPING_CITY | SHIPPING_COUNTRY |
# SHIPPING_NAME | SHIPPING_PHONE | SHIPPING_STATE | SHIPPING_ZIP |
# USERAGENT `
# @return [String]
#
# @!attribute [rw] last_updated_time
# The time when variable was last updated.
# @return [String]
#
# @!attribute [rw] created_time
# The time when the variable was created.
# @return [String]
#
# @!attribute [rw] arn
# The ARN of the variable.
# @return [String]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/Variable AWS API Documentation
#
class Variable < Struct.new(
:name,
:data_type,
:data_source,
:default_value,
:description,
:variable_type,
:last_updated_time,
:created_time,
:arn)
SENSITIVE = []
include Aws::Structure
end
# A variable in the list of variables for the batch create variable
# request.
#
# @!attribute [rw] name
# The name of the variable.
# @return [String]
#
# @!attribute [rw] data_type
# The data type of the variable.
# @return [String]
#
# @!attribute [rw] data_source
# The data source of the variable.
# @return [String]
#
# @!attribute [rw] default_value
# The default value of the variable.
# @return [String]
#
# @!attribute [rw] description
# The description of the variable.
# @return [String]
#
# @!attribute [rw] variable_type
# The type of the variable. For more information see [Variable
# types][1].
#
# Valid Values: `AUTH_CODE | AVS | BILLING_ADDRESS_L1 |
# BILLING_ADDRESS_L2 | BILLING_CITY | BILLING_COUNTRY | BILLING_NAME |
# BILLING_PHONE | BILLING_STATE | BILLING_ZIP | CARD_BIN | CATEGORICAL
# | CURRENCY_CODE | EMAIL_ADDRESS | FINGERPRINT | FRAUD_LABEL |
# FREE_FORM_TEXT | IP_ADDRESS | NUMERIC | ORDER_ID | PAYMENT_TYPE |
# PHONE_NUMBER | PRICE | PRODUCT_CATEGORY | SHIPPING_ADDRESS_L1 |
# SHIPPING_ADDRESS_L2 | SHIPPING_CITY | SHIPPING_COUNTRY |
# SHIPPING_NAME | SHIPPING_PHONE | SHIPPING_STATE | SHIPPING_ZIP |
# USERAGENT `
#
#
#
# [1]: https://docs.aws.amazon.com/frauddetector/latest/ug/create-a-variable.html#variable-types
# @return [String]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/VariableEntry AWS API Documentation
#
class VariableEntry < Struct.new(
:name,
:data_type,
:data_source,
:default_value,
:description,
:variable_type)
SENSITIVE = []
include Aws::Structure
end
# The details of the event variable's impact on the prediction score.
#
# @!attribute [rw] event_variable_name
# The event variable name.
# @return [String]
#
# @!attribute [rw] relative_impact
# The event variable's relative impact in terms of magnitude on the
# prediction scores. The relative impact values consist of a numerical
# rating (0-5, 5 being the highest) and direction
# (increased/decreased) impact of the fraud risk.
# @return [String]
#
# @!attribute [rw] log_odds_impact
# The raw, uninterpreted value represented as log-odds of the fraud.
# These values are usually between -10 to +10, but range from -
# infinity to + infinity.
#
# * A positive value indicates that the variable drove the risk score
# up.
#
# * A negative value indicates that the variable drove the risk score
# down.
# @return [Float]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/VariableImpactExplanation AWS API Documentation
#
class VariableImpactExplanation < Struct.new(
:event_variable_name,
:relative_impact,
:log_odds_impact)
SENSITIVE = []
include Aws::Structure
end
# The variable importance metrics details.
#
# @!attribute [rw] log_odds_metrics
# List of variable metrics.
# @return [Array<Types::LogOddsMetric>]
#
# @see http://docs.aws.amazon.com/goto/WebAPI/frauddetector-2019-11-15/VariableImportanceMetrics AWS API Documentation
#
class VariableImportanceMetrics < Struct.new(
:log_odds_metrics)
SENSITIVE = []
include Aws::Structure
end
end
end