/** * Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. * SPDX-License-Identifier: Apache-2.0. */ #pragma once #include #include #include #include #include namespace Aws { namespace Utils { namespace Json { class JsonValue; class JsonView; } // namespace Json } // namespace Utils namespace SageMaker { namespace Model { /** *

Configuration for monitoring constraints and monitoring statistics. These * baseline resources are compared against the results of the current job from the * series of jobs scheduled to collect data periodically.

See Also:

* AWS * API Reference

*/ class DataQualityBaselineConfig { public: AWS_SAGEMAKER_API DataQualityBaselineConfig(); AWS_SAGEMAKER_API DataQualityBaselineConfig(Aws::Utils::Json::JsonView jsonValue); AWS_SAGEMAKER_API DataQualityBaselineConfig& operator=(Aws::Utils::Json::JsonView jsonValue); AWS_SAGEMAKER_API Aws::Utils::Json::JsonValue Jsonize() const; /** *

The name of the job that performs baselining for the data quality monitoring * job.

*/ inline const Aws::String& GetBaseliningJobName() const{ return m_baseliningJobName; } /** *

The name of the job that performs baselining for the data quality monitoring * job.

*/ inline bool BaseliningJobNameHasBeenSet() const { return m_baseliningJobNameHasBeenSet; } /** *

The name of the job that performs baselining for the data quality monitoring * job.

*/ inline void SetBaseliningJobName(const Aws::String& value) { m_baseliningJobNameHasBeenSet = true; m_baseliningJobName = value; } /** *

The name of the job that performs baselining for the data quality monitoring * job.

*/ inline void SetBaseliningJobName(Aws::String&& value) { m_baseliningJobNameHasBeenSet = true; m_baseliningJobName = std::move(value); } /** *

The name of the job that performs baselining for the data quality monitoring * job.

*/ inline void SetBaseliningJobName(const char* value) { m_baseliningJobNameHasBeenSet = true; m_baseliningJobName.assign(value); } /** *

The name of the job that performs baselining for the data quality monitoring * job.

*/ inline DataQualityBaselineConfig& WithBaseliningJobName(const Aws::String& value) { SetBaseliningJobName(value); return *this;} /** *

The name of the job that performs baselining for the data quality monitoring * job.

*/ inline DataQualityBaselineConfig& WithBaseliningJobName(Aws::String&& value) { SetBaseliningJobName(std::move(value)); return *this;} /** *

The name of the job that performs baselining for the data quality monitoring * job.

*/ inline DataQualityBaselineConfig& WithBaseliningJobName(const char* value) { SetBaseliningJobName(value); return *this;} inline const MonitoringConstraintsResource& GetConstraintsResource() const{ return m_constraintsResource; } inline bool ConstraintsResourceHasBeenSet() const { return m_constraintsResourceHasBeenSet; } inline void SetConstraintsResource(const MonitoringConstraintsResource& value) { m_constraintsResourceHasBeenSet = true; m_constraintsResource = value; } inline void SetConstraintsResource(MonitoringConstraintsResource&& value) { m_constraintsResourceHasBeenSet = true; m_constraintsResource = std::move(value); } inline DataQualityBaselineConfig& WithConstraintsResource(const MonitoringConstraintsResource& value) { SetConstraintsResource(value); return *this;} inline DataQualityBaselineConfig& WithConstraintsResource(MonitoringConstraintsResource&& value) { SetConstraintsResource(std::move(value)); return *this;} inline const MonitoringStatisticsResource& GetStatisticsResource() const{ return m_statisticsResource; } inline bool StatisticsResourceHasBeenSet() const { return m_statisticsResourceHasBeenSet; } inline void SetStatisticsResource(const MonitoringStatisticsResource& value) { m_statisticsResourceHasBeenSet = true; m_statisticsResource = value; } inline void SetStatisticsResource(MonitoringStatisticsResource&& value) { m_statisticsResourceHasBeenSet = true; m_statisticsResource = std::move(value); } inline DataQualityBaselineConfig& WithStatisticsResource(const MonitoringStatisticsResource& value) { SetStatisticsResource(value); return *this;} inline DataQualityBaselineConfig& WithStatisticsResource(MonitoringStatisticsResource&& value) { SetStatisticsResource(std::move(value)); return *this;} private: Aws::String m_baseliningJobName; bool m_baseliningJobNameHasBeenSet = false; MonitoringConstraintsResource m_constraintsResource; bool m_constraintsResourceHasBeenSet = false; MonitoringStatisticsResource m_statisticsResource; bool m_statisticsResourceHasBeenSet = false; }; } // namespace Model } // namespace SageMaker } // namespace Aws