/** * Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. * SPDX-License-Identifier: Apache-2.0. */ #pragma once #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 ModelQualityBaselineConfig { public: AWS_SAGEMAKER_API ModelQualityBaselineConfig(); AWS_SAGEMAKER_API ModelQualityBaselineConfig(Aws::Utils::Json::JsonView jsonValue); AWS_SAGEMAKER_API ModelQualityBaselineConfig& 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 monitoring job.

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

The name of the job that performs baselining for the monitoring job.

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

The name of the job that performs baselining for the 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 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 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 monitoring job.

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

The name of the job that performs baselining for the monitoring job.

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

The name of the job that performs baselining for the monitoring job.

*/ inline ModelQualityBaselineConfig& 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 ModelQualityBaselineConfig& WithConstraintsResource(const MonitoringConstraintsResource& value) { SetConstraintsResource(value); return *this;} inline ModelQualityBaselineConfig& WithConstraintsResource(MonitoringConstraintsResource&& value) { SetConstraintsResource(std::move(value)); return *this;} private: Aws::String m_baseliningJobName; bool m_baseliningJobNameHasBeenSet = false; MonitoringConstraintsResource m_constraintsResource; bool m_constraintsResourceHasBeenSet = false; }; } // namespace Model } // namespace SageMaker } // namespace Aws