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This file is generated from the sagemaker-2017-07-24.normal.json service model. */ using System; using System.Collections.Generic; using System.Xml.Serialization; using System.Text; using System.IO; using System.Net; using Amazon.Runtime; using Amazon.Runtime.Internal; namespace Amazon.SageMaker.Model { /// <summary> /// Container for the parameters to the CreateModelQualityJobDefinition operation. /// Creates a definition for a job that monitors model quality and drift. For information /// about model monitor, see <a href="https://docs.aws.amazon.com/sagemaker/latest/dg/model-monitor.html">Amazon /// SageMaker Model Monitor</a>. /// </summary> public partial class CreateModelQualityJobDefinitionRequest : AmazonSageMakerRequest { private string _jobDefinitionName; private MonitoringResources _jobResources; private ModelQualityAppSpecification _modelQualityAppSpecification; private ModelQualityBaselineConfig _modelQualityBaselineConfig; private ModelQualityJobInput _modelQualityJobInput; private MonitoringOutputConfig _modelQualityJobOutputConfig; private MonitoringNetworkConfig _networkConfig; private string _roleArn; private MonitoringStoppingCondition _stoppingCondition; private List<Tag> _tags = new List<Tag>(); /// <summary> /// Gets and sets the property JobDefinitionName. /// <para> /// The name of the monitoring job definition. /// </para> /// </summary> [AWSProperty(Required=true, Min=1, Max=63)] public string JobDefinitionName { get { return this._jobDefinitionName; } set { this._jobDefinitionName = value; } } // Check to see if JobDefinitionName property is set internal bool IsSetJobDefinitionName() { return this._jobDefinitionName != null; } /// <summary> /// Gets and sets the property JobResources. /// </summary> [AWSProperty(Required=true)] public MonitoringResources JobResources { get { return this._jobResources; } set { this._jobResources = value; } } // Check to see if JobResources property is set internal bool IsSetJobResources() { return this._jobResources != null; } /// <summary> /// Gets and sets the property ModelQualityAppSpecification. /// <para> /// The container that runs the monitoring job. /// </para> /// </summary> [AWSProperty(Required=true)] public ModelQualityAppSpecification ModelQualityAppSpecification { get { return this._modelQualityAppSpecification; } set { this._modelQualityAppSpecification = value; } } // Check to see if ModelQualityAppSpecification property is set internal bool IsSetModelQualityAppSpecification() { return this._modelQualityAppSpecification != null; } /// <summary> /// Gets and sets the property ModelQualityBaselineConfig. /// <para> /// Specifies the constraints and baselines for the monitoring job. /// </para> /// </summary> public ModelQualityBaselineConfig ModelQualityBaselineConfig { get { return this._modelQualityBaselineConfig; } set { this._modelQualityBaselineConfig = value; } } // Check to see if ModelQualityBaselineConfig property is set internal bool IsSetModelQualityBaselineConfig() { return this._modelQualityBaselineConfig != null; } /// <summary> /// Gets and sets the property ModelQualityJobInput. /// <para> /// A list of the inputs that are monitored. Currently endpoints are supported. /// </para> /// </summary> [AWSProperty(Required=true)] public ModelQualityJobInput ModelQualityJobInput { get { return this._modelQualityJobInput; } set { this._modelQualityJobInput = value; } } // Check to see if ModelQualityJobInput property is set internal bool IsSetModelQualityJobInput() { return this._modelQualityJobInput != null; } /// <summary> /// Gets and sets the property ModelQualityJobOutputConfig. /// </summary> [AWSProperty(Required=true)] public MonitoringOutputConfig ModelQualityJobOutputConfig { get { return this._modelQualityJobOutputConfig; } set { this._modelQualityJobOutputConfig = value; } } // Check to see if ModelQualityJobOutputConfig property is set internal bool IsSetModelQualityJobOutputConfig() { return this._modelQualityJobOutputConfig != null; } /// <summary> /// Gets and sets the property NetworkConfig. /// <para> /// Specifies the network configuration for the monitoring job. /// </para> /// </summary> public MonitoringNetworkConfig NetworkConfig { get { return this._networkConfig; } set { this._networkConfig = value; } } // Check to see if NetworkConfig property is set internal bool IsSetNetworkConfig() { return this._networkConfig != null; } /// <summary> /// Gets and sets the property RoleArn. /// <para> /// The Amazon Resource Name (ARN) of an IAM role that Amazon SageMaker can assume to /// perform tasks on your behalf. /// </para> /// </summary> [AWSProperty(Required=true, Min=20, Max=2048)] public string RoleArn { get { return this._roleArn; } set { this._roleArn = value; } } // Check to see if RoleArn property is set internal bool IsSetRoleArn() { return this._roleArn != null; } /// <summary> /// Gets and sets the property StoppingCondition. /// </summary> public MonitoringStoppingCondition StoppingCondition { get { return this._stoppingCondition; } set { this._stoppingCondition = value; } } // Check to see if StoppingCondition property is set internal bool IsSetStoppingCondition() { return this._stoppingCondition != null; } /// <summary> /// Gets and sets the property Tags. /// <para> /// (Optional) An array of key-value pairs. For more information, see <a href="https://docs.aws.amazon.com/awsaccountbilling/latest/aboutv2/cost-alloc-tags.html#allocation-whatURL">Using /// Cost Allocation Tags</a> in the <i>Amazon Web Services Billing and Cost Management /// User Guide</i>. /// </para> /// </summary> [AWSProperty(Min=0, Max=50)] public List<Tag> Tags { get { return this._tags; } set { this._tags = value; } } // Check to see if Tags property is set internal bool IsSetTags() { return this._tags != null && this._tags.Count > 0; } } }