/* * Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. * * Licensed under the Apache License, Version 2.0 (the "License"). * You may not use this file except in compliance with the License. * A copy of the License is located at * * http://aws.amazon.com/apache2.0 * * or in the "license" file accompanying this file. This file is distributed * on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either * express or implied. See the License for the specific language governing * permissions and limitations under the License. */ /* * Do not modify this file. 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 { /// /// This is the response object from the DescribeInferenceExperiment operation. /// public partial class DescribeInferenceExperimentResponse : AmazonWebServiceResponse { private string _arn; private DateTime? _completionTime; private DateTime? _creationTime; private InferenceExperimentDataStorageConfig _dataStorageConfig; private string _description; private EndpointMetadata _endpointMetadata; private string _kmsKey; private DateTime? _lastModifiedTime; private List _modelVariants = new List(); private string _name; private string _roleArn; private InferenceExperimentSchedule _schedule; private ShadowModeConfig _shadowModeConfig; private InferenceExperimentStatus _status; private string _statusReason; private InferenceExperimentType _type; /// /// Gets and sets the property Arn. /// /// The ARN of the inference experiment being described. /// /// [AWSProperty(Required=true, Max=256)] public string Arn { get { return this._arn; } set { this._arn = value; } } // Check to see if Arn property is set internal bool IsSetArn() { return this._arn != null; } /// /// Gets and sets the property CompletionTime. /// /// The timestamp at which the inference experiment was completed. /// /// public DateTime CompletionTime { get { return this._completionTime.GetValueOrDefault(); } set { this._completionTime = value; } } // Check to see if CompletionTime property is set internal bool IsSetCompletionTime() { return this._completionTime.HasValue; } /// /// Gets and sets the property CreationTime. /// /// The timestamp at which you created the inference experiment. /// /// public DateTime CreationTime { get { return this._creationTime.GetValueOrDefault(); } set { this._creationTime = value; } } // Check to see if CreationTime property is set internal bool IsSetCreationTime() { return this._creationTime.HasValue; } /// /// Gets and sets the property DataStorageConfig. /// /// The Amazon S3 location and configuration for storing inference request and response /// data. /// /// public InferenceExperimentDataStorageConfig DataStorageConfig { get { return this._dataStorageConfig; } set { this._dataStorageConfig = value; } } // Check to see if DataStorageConfig property is set internal bool IsSetDataStorageConfig() { return this._dataStorageConfig != null; } /// /// Gets and sets the property Description. /// /// The description of the inference experiment. /// /// [AWSProperty(Max=1024)] public string Description { get { return this._description; } set { this._description = value; } } // Check to see if Description property is set internal bool IsSetDescription() { return this._description != null; } /// /// Gets and sets the property EndpointMetadata. /// /// The metadata of the endpoint on which the inference experiment ran. /// /// [AWSProperty(Required=true)] public EndpointMetadata EndpointMetadata { get { return this._endpointMetadata; } set { this._endpointMetadata = value; } } // Check to see if EndpointMetadata property is set internal bool IsSetEndpointMetadata() { return this._endpointMetadata != null; } /// /// Gets and sets the property KmsKey. /// /// The Amazon Web Services Key Management Service (Amazon Web Services KMS) key that /// Amazon SageMaker uses to encrypt data on the storage volume attached to the ML compute /// instance that hosts the endpoint. For more information, see CreateInferenceExperiment. /// /// /// [AWSProperty(Max=2048)] public string KmsKey { get { return this._kmsKey; } set { this._kmsKey = value; } } // Check to see if KmsKey property is set internal bool IsSetKmsKey() { return this._kmsKey != null; } /// /// Gets and sets the property LastModifiedTime. /// /// The timestamp at which you last modified the inference experiment. /// /// public DateTime LastModifiedTime { get { return this._lastModifiedTime.GetValueOrDefault(); } set { this._lastModifiedTime = value; } } // Check to see if LastModifiedTime property is set internal bool IsSetLastModifiedTime() { return this._lastModifiedTime.HasValue; } /// /// Gets and sets the property ModelVariants. /// /// An array of ModelVariantConfigSummary objects. There is one for each /// variant in the inference experiment. Each ModelVariantConfigSummary object /// in the array describes the infrastructure configuration for deploying the corresponding /// variant. /// /// [AWSProperty(Required=true)] public List ModelVariants { get { return this._modelVariants; } set { this._modelVariants = value; } } // Check to see if ModelVariants property is set internal bool IsSetModelVariants() { return this._modelVariants != null && this._modelVariants.Count > 0; } /// /// Gets and sets the property Name. /// /// The name of the inference experiment. /// /// [AWSProperty(Required=true, Min=1, Max=120)] public string Name { get { return this._name; } set { this._name = value; } } // Check to see if Name property is set internal bool IsSetName() { return this._name != null; } /// /// Gets and sets the property RoleArn. /// /// The ARN of the IAM role that Amazon SageMaker can assume to access model artifacts /// and container images, and manage Amazon SageMaker Inference endpoints for model deployment. /// /// /// [AWSProperty(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; } /// /// Gets and sets the property Schedule. /// /// The duration for which the inference experiment ran or will run. /// /// public InferenceExperimentSchedule Schedule { get { return this._schedule; } set { this._schedule = value; } } // Check to see if Schedule property is set internal bool IsSetSchedule() { return this._schedule != null; } /// /// Gets and sets the property ShadowModeConfig. /// /// The configuration of ShadowMode inference experiment type, which shows /// the production variant that takes all the inference requests, and the shadow variant /// to which Amazon SageMaker replicates a percentage of the inference requests. For the /// shadow variant it also shows the percentage of requests that Amazon SageMaker replicates. /// /// /// public ShadowModeConfig ShadowModeConfig { get { return this._shadowModeConfig; } set { this._shadowModeConfig = value; } } // Check to see if ShadowModeConfig property is set internal bool IsSetShadowModeConfig() { return this._shadowModeConfig != null; } /// /// Gets and sets the property Status. /// /// The status of the inference experiment. The following are the possible statuses for /// an inference experiment: /// ///
  • /// /// Creating - Amazon SageMaker is creating your experiment. /// ///
  • /// /// Created - Amazon SageMaker has finished the creation of your experiment /// and will begin the experiment at the scheduled time. /// ///
  • /// /// Updating - When you make changes to your experiment, your experiment /// shows as updating. /// ///
  • /// /// Starting - Amazon SageMaker is beginning your experiment. /// ///
  • /// /// Running - Your experiment is in progress. /// ///
  • /// /// Stopping - Amazon SageMaker is stopping your experiment. /// ///
  • /// /// Completed - Your experiment has completed. /// ///
  • /// /// Cancelled - When you conclude your experiment early using the StopInferenceExperiment /// API, or if any operation fails with an unexpected error, it shows as cancelled. /// ///
///
[AWSProperty(Required=true)] public InferenceExperimentStatus Status { get { return this._status; } set { this._status = value; } } // Check to see if Status property is set internal bool IsSetStatus() { return this._status != null; } /// /// Gets and sets the property StatusReason. /// /// The error message or client-specified Reason from the StopInferenceExperiment /// API, that explains the status of the inference experiment. /// /// [AWSProperty(Max=1024)] public string StatusReason { get { return this._statusReason; } set { this._statusReason = value; } } // Check to see if StatusReason property is set internal bool IsSetStatusReason() { return this._statusReason != null; } /// /// Gets and sets the property Type. /// /// The type of the inference experiment. /// /// [AWSProperty(Required=true)] public InferenceExperimentType Type { get { return this._type; } set { this._type = value; } } // Check to see if Type property is set internal bool IsSetType() { return this._type != null; } } }