/******************************************************************************* * Copyright 2012-2019 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. * ***************************************************************************** * * AWS Tools for Windows (TM) PowerShell (TM) * */ using System; using System.Collections.Generic; using System.Linq; using System.Management.Automation; using System.Text; using Amazon.PowerShell.Common; using Amazon.Runtime; using Amazon.Comprehend; using Amazon.Comprehend.Model; namespace Amazon.PowerShell.Cmdlets.COMP { /// /// Creates a new document classifier that you can use to categorize documents. To create /// a classifier, you provide a set of training documents that are labeled with the categories /// that you want to use. For more information, see Training /// classifier models in the Comprehend Developer Guide. /// [Cmdlet("New", "COMPDocumentClassifier", SupportsShouldProcess = true, ConfirmImpact = ConfirmImpact.Medium)] [OutputType("System.String")] [AWSCmdlet("Calls the Amazon Comprehend CreateDocumentClassifier API operation.", Operation = new[] {"CreateDocumentClassifier"}, SelectReturnType = typeof(Amazon.Comprehend.Model.CreateDocumentClassifierResponse))] [AWSCmdletOutput("System.String or Amazon.Comprehend.Model.CreateDocumentClassifierResponse", "This cmdlet returns a System.String object.", "The service call response (type Amazon.Comprehend.Model.CreateDocumentClassifierResponse) can also be referenced from properties attached to the cmdlet entry in the $AWSHistory stack." )] public partial class NewCOMPDocumentClassifierCmdlet : AmazonComprehendClientCmdlet, IExecutor { #region Parameter InputDataConfig_AugmentedManifest /// /// /// A list of augmented manifest files that provide training data for your custom model. /// An augmented manifest file is a labeled dataset that is produced by Amazon SageMaker /// Ground Truth.This parameter is required if you set DataFormat to AUGMENTED_MANIFEST. /// /// [System.Management.Automation.Parameter(ValueFromPipelineByPropertyName = true)] [Alias("InputDataConfig_AugmentedManifests")] public Amazon.Comprehend.Model.AugmentedManifestsListItem[] InputDataConfig_AugmentedManifest { get; set; } #endregion #region Parameter ClientRequestToken /// /// /// A unique identifier for the request. If you don't set the client request token, Amazon /// Comprehend generates one. /// /// [System.Management.Automation.Parameter(ValueFromPipelineByPropertyName = true)] public System.String ClientRequestToken { get; set; } #endregion #region Parameter DataAccessRoleArn /// /// /// The Amazon Resource Name (ARN) of the IAM role that grants Amazon Comprehend read /// access to your input data. /// /// #if !MODULAR [System.Management.Automation.Parameter(ValueFromPipelineByPropertyName = true)] #else [System.Management.Automation.Parameter(ValueFromPipelineByPropertyName = true, Mandatory = true)] [System.Management.Automation.AllowEmptyString] [System.Management.Automation.AllowNull] #endif [Amazon.PowerShell.Common.AWSRequiredParameter] public System.String DataAccessRoleArn { get; set; } #endregion #region Parameter InputDataConfig_DataFormat /// /// /// The format of your training data:If you don't specify a value, Amazon Comprehend uses COMPREHEND_CSV as /// the default. /// /// [System.Management.Automation.Parameter(ValueFromPipelineByPropertyName = true)] [AWSConstantClassSource("Amazon.Comprehend.DocumentClassifierDataFormat")] public Amazon.Comprehend.DocumentClassifierDataFormat InputDataConfig_DataFormat { get; set; } #endregion #region Parameter DocumentClassifierName /// /// /// The name of the document classifier. /// /// #if !MODULAR [System.Management.Automation.Parameter(Position = 0, ValueFromPipelineByPropertyName = true, ValueFromPipeline = true)] #else [System.Management.Automation.Parameter(Position = 0, ValueFromPipelineByPropertyName = true, ValueFromPipeline = true, Mandatory = true)] [System.Management.Automation.AllowEmptyString] [System.Management.Automation.AllowNull] #endif [Amazon.PowerShell.Common.AWSRequiredParameter] public System.String DocumentClassifierName { get; set; } #endregion #region Parameter DocumentReaderConfig_DocumentReadAction /// /// /// This field defines the Amazon Textract API operation that Amazon Comprehend uses to /// extract text from PDF files and image files. Enter one of the following values: /// /// [System.Management.Automation.Parameter(ValueFromPipelineByPropertyName = true)] [Alias("InputDataConfig_DocumentReaderConfig_DocumentReadAction")] [AWSConstantClassSource("Amazon.Comprehend.DocumentReadAction")] public Amazon.Comprehend.DocumentReadAction DocumentReaderConfig_DocumentReadAction { get; set; } #endregion #region Parameter DocumentReaderConfig_DocumentReadMode /// /// /// Determines the text extraction actions for PDF files. Enter one of the following values: /// /// [System.Management.Automation.Parameter(ValueFromPipelineByPropertyName = true)] [Alias("InputDataConfig_DocumentReaderConfig_DocumentReadMode")] [AWSConstantClassSource("Amazon.Comprehend.DocumentReadMode")] public Amazon.Comprehend.DocumentReadMode DocumentReaderConfig_DocumentReadMode { get; set; } #endregion #region Parameter InputDataConfig_DocumentType /// /// /// The type of input documents for training the model. Provide plain-text documents to /// create a plain-text model, and provide semi-structured documents to create a native /// model. /// /// [System.Management.Automation.Parameter(ValueFromPipelineByPropertyName = true)] [AWSConstantClassSource("Amazon.Comprehend.DocumentClassifierDocumentTypeFormat")] public Amazon.Comprehend.DocumentClassifierDocumentTypeFormat InputDataConfig_DocumentType { get; set; } #endregion #region Parameter DocumentReaderConfig_FeatureType /// /// /// Specifies the type of Amazon Textract features to apply. If you chose TEXTRACT_ANALYZE_DOCUMENT /// as the read action, you must specify one or both of the following values: /// /// [System.Management.Automation.Parameter(ValueFromPipelineByPropertyName = true)] [Alias("InputDataConfig_DocumentReaderConfig_FeatureTypes")] public System.String[] DocumentReaderConfig_FeatureType { get; set; } #endregion #region Parameter OutputDataConfig_FlywheelStatsS3Prefix /// /// /// The Amazon S3 prefix for the data lake location of the flywheel statistics. /// /// [System.Management.Automation.Parameter(ValueFromPipelineByPropertyName = true)] public System.String OutputDataConfig_FlywheelStatsS3Prefix { get; set; } #endregion #region Parameter OutputDataConfig_KmsKeyId /// /// /// ID for the Amazon Web Services Key Management Service (KMS) key that Amazon Comprehend /// uses to encrypt the output results from an analysis job. The KmsKeyId can be one of /// the following formats: /// /// [System.Management.Automation.Parameter(ValueFromPipelineByPropertyName = true)] public System.String OutputDataConfig_KmsKeyId { get; set; } #endregion #region Parameter InputDataConfig_LabelDelimiter /// /// /// Indicates the delimiter used to separate each label for training a multi-label classifier. /// The default delimiter between labels is a pipe (|). You can use a different character /// as a delimiter (if it's an allowed character) by specifying it under Delimiter for /// labels. If the training documents use a delimiter other than the default or the delimiter /// you specify, the labels on that line will be combined to make a single unique label, /// such as LABELLABELLABEL. /// /// [System.Management.Automation.Parameter(ValueFromPipelineByPropertyName = true)] public System.String InputDataConfig_LabelDelimiter { get; set; } #endregion #region Parameter LanguageCode /// /// /// The language of the input documents. You can specify any of the languages supported /// by Amazon Comprehend. All documents must be in the same language. /// /// #if !MODULAR [System.Management.Automation.Parameter(ValueFromPipelineByPropertyName = true)] #else [System.Management.Automation.Parameter(ValueFromPipelineByPropertyName = true, Mandatory = true)] [System.Management.Automation.AllowNull] #endif [Amazon.PowerShell.Common.AWSRequiredParameter] [AWSConstantClassSource("Amazon.Comprehend.LanguageCode")] public Amazon.Comprehend.LanguageCode LanguageCode { get; set; } #endregion #region Parameter Mode /// /// /// Indicates the mode in which the classifier will be trained. The classifier can be /// trained in multi-class mode, which identifies one and only one class for each document, /// or multi-label mode, which identifies one or more labels for each document. In multi-label /// mode, multiple labels for an individual document are separated by a delimiter. The /// default delimiter between labels is a pipe (|). /// /// [System.Management.Automation.Parameter(ValueFromPipelineByPropertyName = true)] [AWSConstantClassSource("Amazon.Comprehend.DocumentClassifierMode")] public Amazon.Comprehend.DocumentClassifierMode Mode { get; set; } #endregion #region Parameter ModelKmsKeyId /// /// /// ID for the KMS key that Amazon Comprehend uses to encrypt trained custom models. The /// ModelKmsKeyId can be either of the following formats: /// /// [System.Management.Automation.Parameter(ValueFromPipelineByPropertyName = true)] public System.String ModelKmsKeyId { get; set; } #endregion #region Parameter ModelPolicy /// /// /// The resource-based policy to attach to your custom document classifier model. You /// can use this policy to allow another Amazon Web Services account to import your custom /// model.Provide your policy as a JSON body that you enter as a UTF-8 encoded string without /// line breaks. To provide valid JSON, enclose the attribute names and values in double /// quotes. If the JSON body is also enclosed in double quotes, then you must escape the /// double quotes that are inside the policy:"{\"attribute\": \"value\", \"attribute\": [\"value\"]}"To avoid escaping quotes, you can use single quotes to enclose the policy and double /// quotes to enclose the JSON names and values:'{"attribute": "value", "attribute": ["value"]}' /// /// [System.Management.Automation.Parameter(ValueFromPipelineByPropertyName = true)] public System.String ModelPolicy { get; set; } #endregion #region Parameter Documents_S3Uri /// /// /// The S3 URI location of the training documents specified in the S3Uri CSV file. /// /// [System.Management.Automation.Parameter(ValueFromPipelineByPropertyName = true)] [Alias("InputDataConfig_Documents_S3Uri")] public System.String Documents_S3Uri { get; set; } #endregion #region Parameter InputDataConfig_S3Uri /// /// /// The Amazon S3 URI for the input data. The S3 bucket must be in the same Region as /// the API endpoint that you are calling. The URI can point to a single input file or /// it can provide the prefix for a collection of input files.For example, if you use the URI S3://bucketName/prefix, if the prefix /// is a single file, Amazon Comprehend uses that file as input. If more than one file /// begins with the prefix, Amazon Comprehend uses all of them as input.This parameter is required if you set DataFormat to COMPREHEND_CSV. /// /// [System.Management.Automation.Parameter(ValueFromPipelineByPropertyName = true)] public System.String InputDataConfig_S3Uri { get; set; } #endregion #region Parameter OutputDataConfig_S3Uri /// /// /// When you use the OutputDataConfig object while creating a custom classifier, /// you specify the Amazon S3 location where you want to write the confusion matrix and /// other output files. The URI must be in the same Region as the API endpoint that you /// are calling. The location is used as the prefix for the actual location of this output /// file.When the custom classifier job is finished, the service creates the output file in /// a directory specific to the job. The S3Uri field contains the location /// of the output file, called output.tar.gz. It is a compressed archive /// that contains the confusion matrix. /// /// [System.Management.Automation.Parameter(ValueFromPipelineByPropertyName = true)] public System.String OutputDataConfig_S3Uri { get; set; } #endregion #region Parameter VpcConfig_SecurityGroupId /// /// /// The ID number for a security group on an instance of your private VPC. Security groups /// on your VPC function serve as a virtual firewall to control inbound and outbound traffic /// and provides security for the resources that you’ll be accessing on the VPC. This /// ID number is preceded by "sg-", for instance: "sg-03b388029b0a285ea". For more information, /// see Security /// Groups for your VPC. /// /// [System.Management.Automation.Parameter(ValueFromPipelineByPropertyName = true)] [Alias("VpcConfig_SecurityGroupIds")] public System.String[] VpcConfig_SecurityGroupId { get; set; } #endregion #region Parameter VpcConfig_Subnet /// /// /// The ID for each subnet being used in your private VPC. This subnet is a subset of /// the a range of IPv4 addresses used by the VPC and is specific to a given availability /// zone in the VPC’s Region. This ID number is preceded by "subnet-", for instance: "subnet-04ccf456919e69055". /// For more information, see VPCs /// and Subnets. /// /// [System.Management.Automation.Parameter(ValueFromPipelineByPropertyName = true)] [Alias("VpcConfig_Subnets")] public System.String[] VpcConfig_Subnet { get; set; } #endregion #region Parameter Tag /// /// /// Tags to associate with the document classifier. A tag is a key-value pair that adds /// as a metadata to a resource used by Amazon Comprehend. For example, a tag with "Sales" /// as the key might be added to a resource to indicate its use by the sales department. /// /// /// [System.Management.Automation.Parameter(ValueFromPipelineByPropertyName = true)] [Alias("Tags")] public Amazon.Comprehend.Model.Tag[] Tag { get; set; } #endregion #region Parameter Documents_TestS3Uri /// /// /// The S3 URI location of the test documents included in the TestS3Uri CSV file. This /// field is not required if you do not specify a test CSV file. /// /// [System.Management.Automation.Parameter(ValueFromPipelineByPropertyName = true)] [Alias("InputDataConfig_Documents_TestS3Uri")] public System.String Documents_TestS3Uri { get; set; } #endregion #region Parameter InputDataConfig_TestS3Uri /// /// /// This specifies the Amazon S3 location where the test annotations for an entity recognizer /// are located. The URI must be in the same Amazon Web Services Region as the API endpoint /// that you are calling. /// /// [System.Management.Automation.Parameter(ValueFromPipelineByPropertyName = true)] public System.String InputDataConfig_TestS3Uri { get; set; } #endregion #region Parameter VersionName /// /// /// The version name given to the newly created classifier. Version names can have a maximum /// of 256 characters. Alphanumeric characters, hyphens (-) and underscores (_) are allowed. /// The version name must be unique among all models with the same classifier name in /// the Amazon Web Services account/Amazon Web Services Region. /// /// [System.Management.Automation.Parameter(ValueFromPipelineByPropertyName = true)] public System.String VersionName { get; set; } #endregion #region Parameter VolumeKmsKeyId /// /// /// ID for the Amazon Web Services Key Management Service (KMS) key that Amazon Comprehend /// uses to encrypt data on the storage volume attached to the ML compute instance(s) /// that process the analysis job. The VolumeKmsKeyId can be either of the following formats: /// /// [System.Management.Automation.Parameter(ValueFromPipelineByPropertyName = true)] public System.String VolumeKmsKeyId { get; set; } #endregion #region Parameter Select /// /// Use the -Select parameter to control the cmdlet output. The default value is 'DocumentClassifierArn'. /// Specifying -Select '*' will result in the cmdlet returning the whole service response (Amazon.Comprehend.Model.CreateDocumentClassifierResponse). /// Specifying the name of a property of type Amazon.Comprehend.Model.CreateDocumentClassifierResponse will result in that property being returned. /// Specifying -Select '^ParameterName' will result in the cmdlet returning the selected cmdlet parameter value. /// [System.Management.Automation.Parameter(ValueFromPipelineByPropertyName = true)] public string Select { get; set; } = "DocumentClassifierArn"; #endregion #region Parameter PassThru /// /// Changes the cmdlet behavior to return the value passed to the DocumentClassifierName parameter. /// The -PassThru parameter is deprecated, use -Select '^DocumentClassifierName' instead. This parameter will be removed in a future version. /// [System.Obsolete("The -PassThru parameter is deprecated, use -Select '^DocumentClassifierName' instead. This parameter will be removed in a future version.")] [System.Management.Automation.Parameter(ValueFromPipelineByPropertyName = true)] public SwitchParameter PassThru { get; set; } #endregion #region Parameter Force /// /// This parameter overrides confirmation prompts to force /// the cmdlet to continue its operation. This parameter should always /// be used with caution. /// [System.Management.Automation.Parameter(ValueFromPipelineByPropertyName = true)] public SwitchParameter Force { get; set; } #endregion protected override void ProcessRecord() { this._AWSSignerType = "v4"; base.ProcessRecord(); var resourceIdentifiersText = FormatParameterValuesForConfirmationMsg(nameof(this.DocumentClassifierName), MyInvocation.BoundParameters); if (!ConfirmShouldProceed(this.Force.IsPresent, resourceIdentifiersText, "New-COMPDocumentClassifier (CreateDocumentClassifier)")) { return; } var context = new CmdletContext(); // allow for manipulation of parameters prior to loading into context PreExecutionContextLoad(context); #pragma warning disable CS0618, CS0612 //A class member was marked with the Obsolete attribute if (ParameterWasBound(nameof(this.Select))) { context.Select = CreateSelectDelegate(Select) ?? throw new System.ArgumentException("Invalid value for -Select parameter.", nameof(this.Select)); if (this.PassThru.IsPresent) { throw new System.ArgumentException("-PassThru cannot be used when -Select is specified.", nameof(this.Select)); } } else if (this.PassThru.IsPresent) { context.Select = (response, cmdlet) => this.DocumentClassifierName; } #pragma warning restore CS0618, CS0612 //A class member was marked with the Obsolete attribute context.ClientRequestToken = this.ClientRequestToken; context.DataAccessRoleArn = this.DataAccessRoleArn; #if MODULAR if (this.DataAccessRoleArn == null && ParameterWasBound(nameof(this.DataAccessRoleArn))) { WriteWarning("You are passing $null as a value for parameter DataAccessRoleArn which is marked as required. In case you believe this parameter was incorrectly marked as required, report this by opening an issue at https://github.com/aws/aws-tools-for-powershell/issues."); } #endif context.DocumentClassifierName = this.DocumentClassifierName; #if MODULAR if (this.DocumentClassifierName == null && ParameterWasBound(nameof(this.DocumentClassifierName))) { WriteWarning("You are passing $null as a value for parameter DocumentClassifierName which is marked as required. In case you believe this parameter was incorrectly marked as required, report this by opening an issue at https://github.com/aws/aws-tools-for-powershell/issues."); } #endif if (this.InputDataConfig_AugmentedManifest != null) { context.InputDataConfig_AugmentedManifest = new List(this.InputDataConfig_AugmentedManifest); } context.InputDataConfig_DataFormat = this.InputDataConfig_DataFormat; context.DocumentReaderConfig_DocumentReadAction = this.DocumentReaderConfig_DocumentReadAction; context.DocumentReaderConfig_DocumentReadMode = this.DocumentReaderConfig_DocumentReadMode; if (this.DocumentReaderConfig_FeatureType != null) { context.DocumentReaderConfig_FeatureType = new List(this.DocumentReaderConfig_FeatureType); } context.Documents_S3Uri = this.Documents_S3Uri; context.Documents_TestS3Uri = this.Documents_TestS3Uri; context.InputDataConfig_DocumentType = this.InputDataConfig_DocumentType; context.InputDataConfig_LabelDelimiter = this.InputDataConfig_LabelDelimiter; context.InputDataConfig_S3Uri = this.InputDataConfig_S3Uri; context.InputDataConfig_TestS3Uri = this.InputDataConfig_TestS3Uri; context.LanguageCode = this.LanguageCode; #if MODULAR if (this.LanguageCode == null && ParameterWasBound(nameof(this.LanguageCode))) { WriteWarning("You are passing $null as a value for parameter LanguageCode which is marked as required. In case you believe this parameter was incorrectly marked as required, report this by opening an issue at https://github.com/aws/aws-tools-for-powershell/issues."); } #endif context.Mode = this.Mode; context.ModelKmsKeyId = this.ModelKmsKeyId; context.ModelPolicy = this.ModelPolicy; context.OutputDataConfig_FlywheelStatsS3Prefix = this.OutputDataConfig_FlywheelStatsS3Prefix; context.OutputDataConfig_KmsKeyId = this.OutputDataConfig_KmsKeyId; context.OutputDataConfig_S3Uri = this.OutputDataConfig_S3Uri; if (this.Tag != null) { context.Tag = new List(this.Tag); } context.VersionName = this.VersionName; context.VolumeKmsKeyId = this.VolumeKmsKeyId; if (this.VpcConfig_SecurityGroupId != null) { context.VpcConfig_SecurityGroupId = new List(this.VpcConfig_SecurityGroupId); } if (this.VpcConfig_Subnet != null) { context.VpcConfig_Subnet = new List(this.VpcConfig_Subnet); } // allow further manipulation of loaded context prior to processing PostExecutionContextLoad(context); var output = Execute(context) as CmdletOutput; ProcessOutput(output); } #region IExecutor Members public object Execute(ExecutorContext context) { var cmdletContext = context as CmdletContext; // create request var request = new Amazon.Comprehend.Model.CreateDocumentClassifierRequest(); if (cmdletContext.ClientRequestToken != null) { request.ClientRequestToken = cmdletContext.ClientRequestToken; } if (cmdletContext.DataAccessRoleArn != null) { request.DataAccessRoleArn = cmdletContext.DataAccessRoleArn; } if (cmdletContext.DocumentClassifierName != null) { request.DocumentClassifierName = cmdletContext.DocumentClassifierName; } // populate InputDataConfig var requestInputDataConfigIsNull = true; request.InputDataConfig = new Amazon.Comprehend.Model.DocumentClassifierInputDataConfig(); List requestInputDataConfig_inputDataConfig_AugmentedManifest = null; if (cmdletContext.InputDataConfig_AugmentedManifest != null) { requestInputDataConfig_inputDataConfig_AugmentedManifest = cmdletContext.InputDataConfig_AugmentedManifest; } if (requestInputDataConfig_inputDataConfig_AugmentedManifest != null) { request.InputDataConfig.AugmentedManifests = requestInputDataConfig_inputDataConfig_AugmentedManifest; requestInputDataConfigIsNull = false; } Amazon.Comprehend.DocumentClassifierDataFormat requestInputDataConfig_inputDataConfig_DataFormat = null; if (cmdletContext.InputDataConfig_DataFormat != null) { requestInputDataConfig_inputDataConfig_DataFormat = cmdletContext.InputDataConfig_DataFormat; } if (requestInputDataConfig_inputDataConfig_DataFormat != null) { request.InputDataConfig.DataFormat = requestInputDataConfig_inputDataConfig_DataFormat; requestInputDataConfigIsNull = false; } Amazon.Comprehend.DocumentClassifierDocumentTypeFormat requestInputDataConfig_inputDataConfig_DocumentType = null; if (cmdletContext.InputDataConfig_DocumentType != null) { requestInputDataConfig_inputDataConfig_DocumentType = cmdletContext.InputDataConfig_DocumentType; } if (requestInputDataConfig_inputDataConfig_DocumentType != null) { request.InputDataConfig.DocumentType = requestInputDataConfig_inputDataConfig_DocumentType; requestInputDataConfigIsNull = false; } System.String requestInputDataConfig_inputDataConfig_LabelDelimiter = null; if (cmdletContext.InputDataConfig_LabelDelimiter != null) { requestInputDataConfig_inputDataConfig_LabelDelimiter = cmdletContext.InputDataConfig_LabelDelimiter; } if (requestInputDataConfig_inputDataConfig_LabelDelimiter != null) { request.InputDataConfig.LabelDelimiter = requestInputDataConfig_inputDataConfig_LabelDelimiter; requestInputDataConfigIsNull = false; } System.String requestInputDataConfig_inputDataConfig_S3Uri = null; if (cmdletContext.InputDataConfig_S3Uri != null) { requestInputDataConfig_inputDataConfig_S3Uri = cmdletContext.InputDataConfig_S3Uri; } if (requestInputDataConfig_inputDataConfig_S3Uri != null) { request.InputDataConfig.S3Uri = requestInputDataConfig_inputDataConfig_S3Uri; requestInputDataConfigIsNull = false; } System.String requestInputDataConfig_inputDataConfig_TestS3Uri = null; if (cmdletContext.InputDataConfig_TestS3Uri != null) { requestInputDataConfig_inputDataConfig_TestS3Uri = cmdletContext.InputDataConfig_TestS3Uri; } if (requestInputDataConfig_inputDataConfig_TestS3Uri != null) { request.InputDataConfig.TestS3Uri = requestInputDataConfig_inputDataConfig_TestS3Uri; requestInputDataConfigIsNull = false; } Amazon.Comprehend.Model.DocumentClassifierDocuments requestInputDataConfig_inputDataConfig_Documents = null; // populate Documents var requestInputDataConfig_inputDataConfig_DocumentsIsNull = true; requestInputDataConfig_inputDataConfig_Documents = new Amazon.Comprehend.Model.DocumentClassifierDocuments(); System.String requestInputDataConfig_inputDataConfig_Documents_documents_S3Uri = null; if (cmdletContext.Documents_S3Uri != null) { requestInputDataConfig_inputDataConfig_Documents_documents_S3Uri = cmdletContext.Documents_S3Uri; } if (requestInputDataConfig_inputDataConfig_Documents_documents_S3Uri != null) { requestInputDataConfig_inputDataConfig_Documents.S3Uri = requestInputDataConfig_inputDataConfig_Documents_documents_S3Uri; requestInputDataConfig_inputDataConfig_DocumentsIsNull = false; } System.String requestInputDataConfig_inputDataConfig_Documents_documents_TestS3Uri = null; if (cmdletContext.Documents_TestS3Uri != null) { requestInputDataConfig_inputDataConfig_Documents_documents_TestS3Uri = cmdletContext.Documents_TestS3Uri; } if (requestInputDataConfig_inputDataConfig_Documents_documents_TestS3Uri != null) { requestInputDataConfig_inputDataConfig_Documents.TestS3Uri = requestInputDataConfig_inputDataConfig_Documents_documents_TestS3Uri; requestInputDataConfig_inputDataConfig_DocumentsIsNull = false; } // determine if requestInputDataConfig_inputDataConfig_Documents should be set to null if (requestInputDataConfig_inputDataConfig_DocumentsIsNull) { requestInputDataConfig_inputDataConfig_Documents = null; } if (requestInputDataConfig_inputDataConfig_Documents != null) { request.InputDataConfig.Documents = requestInputDataConfig_inputDataConfig_Documents; requestInputDataConfigIsNull = false; } Amazon.Comprehend.Model.DocumentReaderConfig requestInputDataConfig_inputDataConfig_DocumentReaderConfig = null; // populate DocumentReaderConfig var requestInputDataConfig_inputDataConfig_DocumentReaderConfigIsNull = true; requestInputDataConfig_inputDataConfig_DocumentReaderConfig = new Amazon.Comprehend.Model.DocumentReaderConfig(); Amazon.Comprehend.DocumentReadAction requestInputDataConfig_inputDataConfig_DocumentReaderConfig_documentReaderConfig_DocumentReadAction = null; if (cmdletContext.DocumentReaderConfig_DocumentReadAction != null) { requestInputDataConfig_inputDataConfig_DocumentReaderConfig_documentReaderConfig_DocumentReadAction = cmdletContext.DocumentReaderConfig_DocumentReadAction; } if (requestInputDataConfig_inputDataConfig_DocumentReaderConfig_documentReaderConfig_DocumentReadAction != null) { requestInputDataConfig_inputDataConfig_DocumentReaderConfig.DocumentReadAction = requestInputDataConfig_inputDataConfig_DocumentReaderConfig_documentReaderConfig_DocumentReadAction; requestInputDataConfig_inputDataConfig_DocumentReaderConfigIsNull = false; } Amazon.Comprehend.DocumentReadMode requestInputDataConfig_inputDataConfig_DocumentReaderConfig_documentReaderConfig_DocumentReadMode = null; if (cmdletContext.DocumentReaderConfig_DocumentReadMode != null) { requestInputDataConfig_inputDataConfig_DocumentReaderConfig_documentReaderConfig_DocumentReadMode = cmdletContext.DocumentReaderConfig_DocumentReadMode; } if (requestInputDataConfig_inputDataConfig_DocumentReaderConfig_documentReaderConfig_DocumentReadMode != null) { requestInputDataConfig_inputDataConfig_DocumentReaderConfig.DocumentReadMode = requestInputDataConfig_inputDataConfig_DocumentReaderConfig_documentReaderConfig_DocumentReadMode; requestInputDataConfig_inputDataConfig_DocumentReaderConfigIsNull = false; } List requestInputDataConfig_inputDataConfig_DocumentReaderConfig_documentReaderConfig_FeatureType = null; if (cmdletContext.DocumentReaderConfig_FeatureType != null) { requestInputDataConfig_inputDataConfig_DocumentReaderConfig_documentReaderConfig_FeatureType = cmdletContext.DocumentReaderConfig_FeatureType; } if (requestInputDataConfig_inputDataConfig_DocumentReaderConfig_documentReaderConfig_FeatureType != null) { requestInputDataConfig_inputDataConfig_DocumentReaderConfig.FeatureTypes = requestInputDataConfig_inputDataConfig_DocumentReaderConfig_documentReaderConfig_FeatureType; requestInputDataConfig_inputDataConfig_DocumentReaderConfigIsNull = false; } // determine if requestInputDataConfig_inputDataConfig_DocumentReaderConfig should be set to null if (requestInputDataConfig_inputDataConfig_DocumentReaderConfigIsNull) { requestInputDataConfig_inputDataConfig_DocumentReaderConfig = null; } if (requestInputDataConfig_inputDataConfig_DocumentReaderConfig != null) { request.InputDataConfig.DocumentReaderConfig = requestInputDataConfig_inputDataConfig_DocumentReaderConfig; requestInputDataConfigIsNull = false; } // determine if request.InputDataConfig should be set to null if (requestInputDataConfigIsNull) { request.InputDataConfig = null; } if (cmdletContext.LanguageCode != null) { request.LanguageCode = cmdletContext.LanguageCode; } if (cmdletContext.Mode != null) { request.Mode = cmdletContext.Mode; } if (cmdletContext.ModelKmsKeyId != null) { request.ModelKmsKeyId = cmdletContext.ModelKmsKeyId; } if (cmdletContext.ModelPolicy != null) { request.ModelPolicy = cmdletContext.ModelPolicy; } // populate OutputDataConfig var requestOutputDataConfigIsNull = true; request.OutputDataConfig = new Amazon.Comprehend.Model.DocumentClassifierOutputDataConfig(); System.String requestOutputDataConfig_outputDataConfig_FlywheelStatsS3Prefix = null; if (cmdletContext.OutputDataConfig_FlywheelStatsS3Prefix != null) { requestOutputDataConfig_outputDataConfig_FlywheelStatsS3Prefix = cmdletContext.OutputDataConfig_FlywheelStatsS3Prefix; } if (requestOutputDataConfig_outputDataConfig_FlywheelStatsS3Prefix != null) { request.OutputDataConfig.FlywheelStatsS3Prefix = requestOutputDataConfig_outputDataConfig_FlywheelStatsS3Prefix; requestOutputDataConfigIsNull = false; } System.String requestOutputDataConfig_outputDataConfig_KmsKeyId = null; if (cmdletContext.OutputDataConfig_KmsKeyId != null) { requestOutputDataConfig_outputDataConfig_KmsKeyId = cmdletContext.OutputDataConfig_KmsKeyId; } if (requestOutputDataConfig_outputDataConfig_KmsKeyId != null) { request.OutputDataConfig.KmsKeyId = requestOutputDataConfig_outputDataConfig_KmsKeyId; requestOutputDataConfigIsNull = false; } System.String requestOutputDataConfig_outputDataConfig_S3Uri = null; if (cmdletContext.OutputDataConfig_S3Uri != null) { requestOutputDataConfig_outputDataConfig_S3Uri = cmdletContext.OutputDataConfig_S3Uri; } if (requestOutputDataConfig_outputDataConfig_S3Uri != null) { request.OutputDataConfig.S3Uri = requestOutputDataConfig_outputDataConfig_S3Uri; requestOutputDataConfigIsNull = false; } // determine if request.OutputDataConfig should be set to null if (requestOutputDataConfigIsNull) { request.OutputDataConfig = null; } if (cmdletContext.Tag != null) { request.Tags = cmdletContext.Tag; } if (cmdletContext.VersionName != null) { request.VersionName = cmdletContext.VersionName; } if (cmdletContext.VolumeKmsKeyId != null) { request.VolumeKmsKeyId = cmdletContext.VolumeKmsKeyId; } // populate VpcConfig var requestVpcConfigIsNull = true; request.VpcConfig = new Amazon.Comprehend.Model.VpcConfig(); List requestVpcConfig_vpcConfig_SecurityGroupId = null; if (cmdletContext.VpcConfig_SecurityGroupId != null) { requestVpcConfig_vpcConfig_SecurityGroupId = cmdletContext.VpcConfig_SecurityGroupId; } if (requestVpcConfig_vpcConfig_SecurityGroupId != null) { request.VpcConfig.SecurityGroupIds = requestVpcConfig_vpcConfig_SecurityGroupId; requestVpcConfigIsNull = false; } List requestVpcConfig_vpcConfig_Subnet = null; if (cmdletContext.VpcConfig_Subnet != null) { requestVpcConfig_vpcConfig_Subnet = cmdletContext.VpcConfig_Subnet; } if (requestVpcConfig_vpcConfig_Subnet != null) { request.VpcConfig.Subnets = requestVpcConfig_vpcConfig_Subnet; requestVpcConfigIsNull = false; } // determine if request.VpcConfig should be set to null if (requestVpcConfigIsNull) { request.VpcConfig = null; } CmdletOutput output; // issue call var client = Client ?? CreateClient(_CurrentCredentials, _RegionEndpoint); try { var response = CallAWSServiceOperation(client, request); object pipelineOutput = null; pipelineOutput = cmdletContext.Select(response, this); output = new CmdletOutput { PipelineOutput = pipelineOutput, ServiceResponse = response }; } catch (Exception e) { output = new CmdletOutput { ErrorResponse = e }; } return output; } public ExecutorContext CreateContext() { return new CmdletContext(); } #endregion #region AWS Service Operation Call private Amazon.Comprehend.Model.CreateDocumentClassifierResponse CallAWSServiceOperation(IAmazonComprehend client, Amazon.Comprehend.Model.CreateDocumentClassifierRequest request) { Utils.Common.WriteVerboseEndpointMessage(this, client.Config, "Amazon Comprehend", "CreateDocumentClassifier"); try { #if DESKTOP return client.CreateDocumentClassifier(request); #elif CORECLR return client.CreateDocumentClassifierAsync(request).GetAwaiter().GetResult(); #else #error "Unknown build edition" #endif } catch (AmazonServiceException exc) { var webException = exc.InnerException as System.Net.WebException; if (webException != null) { throw new Exception(Utils.Common.FormatNameResolutionFailureMessage(client.Config, webException.Message), webException); } throw; } } #endregion internal partial class CmdletContext : ExecutorContext { public System.String ClientRequestToken { get; set; } public System.String DataAccessRoleArn { get; set; } public System.String DocumentClassifierName { get; set; } public List InputDataConfig_AugmentedManifest { get; set; } public Amazon.Comprehend.DocumentClassifierDataFormat InputDataConfig_DataFormat { get; set; } public Amazon.Comprehend.DocumentReadAction DocumentReaderConfig_DocumentReadAction { get; set; } public Amazon.Comprehend.DocumentReadMode DocumentReaderConfig_DocumentReadMode { get; set; } public List DocumentReaderConfig_FeatureType { get; set; } public System.String Documents_S3Uri { get; set; } public System.String Documents_TestS3Uri { get; set; } public Amazon.Comprehend.DocumentClassifierDocumentTypeFormat InputDataConfig_DocumentType { get; set; } public System.String InputDataConfig_LabelDelimiter { get; set; } public System.String InputDataConfig_S3Uri { get; set; } public System.String InputDataConfig_TestS3Uri { get; set; } public Amazon.Comprehend.LanguageCode LanguageCode { get; set; } public Amazon.Comprehend.DocumentClassifierMode Mode { get; set; } public System.String ModelKmsKeyId { get; set; } public System.String ModelPolicy { get; set; } public System.String OutputDataConfig_FlywheelStatsS3Prefix { get; set; } public System.String OutputDataConfig_KmsKeyId { get; set; } public System.String OutputDataConfig_S3Uri { get; set; } public List Tag { get; set; } public System.String VersionName { get; set; } public System.String VolumeKmsKeyId { get; set; } public List VpcConfig_SecurityGroupId { get; set; } public List VpcConfig_Subnet { get; set; } public System.Func Select { get; set; } = (response, cmdlet) => response.DocumentClassifierArn; } } }