/* * 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 { /// /// Amazon SageMaker Feature Store stores features in a collection called Feature Group. /// A Feature Group can be visualized as a table which has rows, with a unique identifier /// for each row where each column in the table is a feature. In principle, a Feature /// Group is composed of features and values per features. /// public partial class FeatureGroup { private DateTime? _creationTime; private string _description; private string _eventTimeFeatureName; private string _failureReason; private List _featureDefinitions = new List(); private string _featureGroupArn; private string _featureGroupName; private FeatureGroupStatus _featureGroupStatus; private DateTime? _lastModifiedTime; private LastUpdateStatus _lastUpdateStatus; private OfflineStoreConfig _offlineStoreConfig; private OfflineStoreStatus _offlineStoreStatus; private OnlineStoreConfig _onlineStoreConfig; private string _recordIdentifierFeatureName; private string _roleArn; private List _tags = new List(); /// /// Gets and sets the property CreationTime. /// /// The time a FeatureGroup was created. /// /// 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 Description. /// /// A free form description of a FeatureGroup. /// /// [AWSProperty(Max=128)] 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 EventTimeFeatureName. /// /// The name of the feature that stores the EventTime of a Record in a FeatureGroup. /// /// /// /// A EventTime is point in time when a new event occurs that corresponds /// to the creation or update of a Record in FeatureGroup. All /// Records in the FeatureGroup must have a corresponding EventTime. /// /// [AWSProperty(Min=1, Max=64)] public string EventTimeFeatureName { get { return this._eventTimeFeatureName; } set { this._eventTimeFeatureName = value; } } // Check to see if EventTimeFeatureName property is set internal bool IsSetEventTimeFeatureName() { return this._eventTimeFeatureName != null; } /// /// Gets and sets the property FailureReason. /// /// The reason that the FeatureGroup failed to be replicated in the OfflineStore. /// This is failure may be due to a failure to create a FeatureGroup in or /// delete a FeatureGroup from the OfflineStore. /// /// [AWSProperty(Max=1024)] public string FailureReason { get { return this._failureReason; } set { this._failureReason = value; } } // Check to see if FailureReason property is set internal bool IsSetFailureReason() { return this._failureReason != null; } /// /// Gets and sets the property FeatureDefinitions. /// /// A list of Features. Each Feature must include a FeatureName /// and a FeatureType. /// /// /// /// Valid FeatureTypes are Integral, Fractional /// and String. /// /// /// /// FeatureNames cannot be any of the following: is_deleted, /// write_time, api_invocation_time. /// /// /// /// You can create up to 2,500 FeatureDefinitions per FeatureGroup. /// /// [AWSProperty(Min=1, Max=2500)] public List FeatureDefinitions { get { return this._featureDefinitions; } set { this._featureDefinitions = value; } } // Check to see if FeatureDefinitions property is set internal bool IsSetFeatureDefinitions() { return this._featureDefinitions != null && this._featureDefinitions.Count > 0; } /// /// Gets and sets the property FeatureGroupArn. /// /// The Amazon Resource Name (ARN) of a FeatureGroup. /// /// [AWSProperty(Max=256)] public string FeatureGroupArn { get { return this._featureGroupArn; } set { this._featureGroupArn = value; } } // Check to see if FeatureGroupArn property is set internal bool IsSetFeatureGroupArn() { return this._featureGroupArn != null; } /// /// Gets and sets the property FeatureGroupName. /// /// The name of the FeatureGroup. /// /// [AWSProperty(Min=1, Max=64)] public string FeatureGroupName { get { return this._featureGroupName; } set { this._featureGroupName = value; } } // Check to see if FeatureGroupName property is set internal bool IsSetFeatureGroupName() { return this._featureGroupName != null; } /// /// Gets and sets the property FeatureGroupStatus. /// /// A FeatureGroup status. /// /// public FeatureGroupStatus FeatureGroupStatus { get { return this._featureGroupStatus; } set { this._featureGroupStatus = value; } } // Check to see if FeatureGroupStatus property is set internal bool IsSetFeatureGroupStatus() { return this._featureGroupStatus != null; } /// /// Gets and sets the property LastModifiedTime. /// /// A timestamp indicating the last time you updated the feature group. /// /// 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 LastUpdateStatus. /// /// A value that indicates whether the feature group was updated successfully. /// /// public LastUpdateStatus LastUpdateStatus { get { return this._lastUpdateStatus; } set { this._lastUpdateStatus = value; } } // Check to see if LastUpdateStatus property is set internal bool IsSetLastUpdateStatus() { return this._lastUpdateStatus != null; } /// /// Gets and sets the property OfflineStoreConfig. /// public OfflineStoreConfig OfflineStoreConfig { get { return this._offlineStoreConfig; } set { this._offlineStoreConfig = value; } } // Check to see if OfflineStoreConfig property is set internal bool IsSetOfflineStoreConfig() { return this._offlineStoreConfig != null; } /// /// Gets and sets the property OfflineStoreStatus. /// public OfflineStoreStatus OfflineStoreStatus { get { return this._offlineStoreStatus; } set { this._offlineStoreStatus = value; } } // Check to see if OfflineStoreStatus property is set internal bool IsSetOfflineStoreStatus() { return this._offlineStoreStatus != null; } /// /// Gets and sets the property OnlineStoreConfig. /// public OnlineStoreConfig OnlineStoreConfig { get { return this._onlineStoreConfig; } set { this._onlineStoreConfig = value; } } // Check to see if OnlineStoreConfig property is set internal bool IsSetOnlineStoreConfig() { return this._onlineStoreConfig != null; } /// /// Gets and sets the property RecordIdentifierFeatureName. /// /// The name of the Feature whose value uniquely identifies a Record /// defined in the FeatureGroup FeatureDefinitions. /// /// [AWSProperty(Min=1, Max=64)] public string RecordIdentifierFeatureName { get { return this._recordIdentifierFeatureName; } set { this._recordIdentifierFeatureName = value; } } // Check to see if RecordIdentifierFeatureName property is set internal bool IsSetRecordIdentifierFeatureName() { return this._recordIdentifierFeatureName != null; } /// /// Gets and sets the property RoleArn. /// /// The Amazon Resource Name (ARN) of the IAM execution role used to create the feature /// group. /// /// [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 Tags. /// /// Tags used to define a FeatureGroup. /// /// [AWSProperty(Min=0, Max=50)] public List 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; } } }