/*******************************************************************************
* 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.SageMaker;
using Amazon.SageMaker.Model;
namespace Amazon.PowerShell.Cmdlets.SM
{
///
/// Creates a definition for a job that monitors data quality and drift. For information
/// about model monitor, see Amazon
/// SageMaker Model Monitor.
///
[Cmdlet("New", "SMDataQualityJobDefinition", SupportsShouldProcess = true, ConfirmImpact = ConfirmImpact.Medium)]
[OutputType("System.String")]
[AWSCmdlet("Calls the Amazon SageMaker Service CreateDataQualityJobDefinition API operation.", Operation = new[] {"CreateDataQualityJobDefinition"}, SelectReturnType = typeof(Amazon.SageMaker.Model.CreateDataQualityJobDefinitionResponse))]
[AWSCmdletOutput("System.String or Amazon.SageMaker.Model.CreateDataQualityJobDefinitionResponse",
"This cmdlet returns a System.String object.",
"The service call response (type Amazon.SageMaker.Model.CreateDataQualityJobDefinitionResponse) can also be referenced from properties attached to the cmdlet entry in the $AWSHistory stack."
)]
public partial class NewSMDataQualityJobDefinitionCmdlet : AmazonSageMakerClientCmdlet, IExecutor
{
#region Parameter DataQualityBaselineConfig_BaseliningJobName
///
///
/// The name of the job that performs baselining for the data quality monitoring job.
///
///
[System.Management.Automation.Parameter(ValueFromPipelineByPropertyName = true)]
public System.String DataQualityBaselineConfig_BaseliningJobName { get; set; }
#endregion
#region Parameter DataQualityAppSpecification_ContainerArgument
///
///
/// The arguments to send to the container that the monitoring job runs.
///
///
[System.Management.Automation.Parameter(ValueFromPipelineByPropertyName = true)]
[Alias("DataQualityAppSpecification_ContainerArguments")]
public System.String[] DataQualityAppSpecification_ContainerArgument { get; set; }
#endregion
#region Parameter DataQualityAppSpecification_ContainerEntrypoint
///
///
/// The entrypoint for a container used to run a monitoring job.
///
///
[System.Management.Automation.Parameter(ValueFromPipelineByPropertyName = true)]
public System.String[] DataQualityAppSpecification_ContainerEntrypoint { get; set; }
#endregion
#region Parameter BatchTransformInput_DataCapturedDestinationS3Uri
///
///
/// The Amazon S3 location being used to capture the data.
///
///
[System.Management.Automation.Parameter(ValueFromPipelineByPropertyName = true)]
[Alias("DataQualityJobInput_BatchTransformInput_DataCapturedDestinationS3Uri")]
public System.String BatchTransformInput_DataCapturedDestinationS3Uri { get; set; }
#endregion
#region Parameter NetworkConfig_EnableInterContainerTrafficEncryption
///
///
/// Whether to encrypt all communications between the instances used for the monitoring
/// jobs. Choose True to encrypt communications. Encryption provides greater
/// security for distributed jobs, but the processing might take longer.
///
///
[System.Management.Automation.Parameter(ValueFromPipelineByPropertyName = true)]
public System.Boolean? NetworkConfig_EnableInterContainerTrafficEncryption { get; set; }
#endregion
#region Parameter NetworkConfig_EnableNetworkIsolation
///
///
/// Whether to allow inbound and outbound network calls to and from the containers used
/// for the monitoring job.
///
///
[System.Management.Automation.Parameter(ValueFromPipelineByPropertyName = true)]
public System.Boolean? NetworkConfig_EnableNetworkIsolation { get; set; }
#endregion
#region Parameter EndpointInput_EndpointName
///
///
/// An endpoint in customer's account which has enabled DataCaptureConfig
/// enabled.
///
///
[System.Management.Automation.Parameter(ValueFromPipelineByPropertyName = true)]
[Alias("DataQualityJobInput_EndpointInput_EndpointName")]
public System.String EndpointInput_EndpointName { get; set; }
#endregion
#region Parameter BatchTransformInput_EndTimeOffset
///
///
/// If specified, monitoring jobs substract this time from the end time. For information
/// about using offsets for scheduling monitoring jobs, see Schedule
/// Model Quality Monitoring Jobs.
///
///
[System.Management.Automation.Parameter(ValueFromPipelineByPropertyName = true)]
[Alias("DataQualityJobInput_BatchTransformInput_EndTimeOffset")]
public System.String BatchTransformInput_EndTimeOffset { get; set; }
#endregion
#region Parameter EndpointInput_EndTimeOffset
///
///
/// If specified, monitoring jobs substract this time from the end time. For information
/// about using offsets for scheduling monitoring jobs, see Schedule
/// Model Quality Monitoring Jobs.
///
///
[System.Management.Automation.Parameter(ValueFromPipelineByPropertyName = true)]
[Alias("DataQualityJobInput_EndpointInput_EndTimeOffset")]
public System.String EndpointInput_EndTimeOffset { get; set; }
#endregion
#region Parameter DataQualityAppSpecification_Environment
///
///
/// Sets the environment variables in the container that the monitoring job runs.
///
///
[System.Management.Automation.Parameter(ValueFromPipelineByPropertyName = true)]
public System.Collections.Hashtable DataQualityAppSpecification_Environment { get; set; }
#endregion
#region Parameter BatchTransformInput_FeaturesAttribute
///
///
/// The attributes of the input data that are the input features.
///
///
[System.Management.Automation.Parameter(ValueFromPipelineByPropertyName = true)]
[Alias("DataQualityJobInput_BatchTransformInput_FeaturesAttribute")]
public System.String BatchTransformInput_FeaturesAttribute { get; set; }
#endregion
#region Parameter EndpointInput_FeaturesAttribute
///
///
/// The attributes of the input data that are the input features.
///
///
[System.Management.Automation.Parameter(ValueFromPipelineByPropertyName = true)]
[Alias("DataQualityJobInput_EndpointInput_FeaturesAttribute")]
public System.String EndpointInput_FeaturesAttribute { get; set; }
#endregion
#region Parameter Csv_Header
///
///
/// Indicates if the CSV data has a header.
///
///
[System.Management.Automation.Parameter(ValueFromPipelineByPropertyName = true)]
[Alias("DataQualityJobInput_BatchTransformInput_DatasetFormat_Csv_Header")]
public System.Boolean? Csv_Header { get; set; }
#endregion
#region Parameter DataQualityAppSpecification_ImageUri
///
///
/// The container image that the data quality monitoring job runs.
///
///
#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 DataQualityAppSpecification_ImageUri { get; set; }
#endregion
#region Parameter BatchTransformInput_InferenceAttribute
///
///
/// The attribute of the input data that represents the ground truth label.
///
///
[System.Management.Automation.Parameter(ValueFromPipelineByPropertyName = true)]
[Alias("DataQualityJobInput_BatchTransformInput_InferenceAttribute")]
public System.String BatchTransformInput_InferenceAttribute { get; set; }
#endregion
#region Parameter EndpointInput_InferenceAttribute
///
///
/// The attribute of the input data that represents the ground truth label.
///
///
[System.Management.Automation.Parameter(ValueFromPipelineByPropertyName = true)]
[Alias("DataQualityJobInput_EndpointInput_InferenceAttribute")]
public System.String EndpointInput_InferenceAttribute { get; set; }
#endregion
#region Parameter ClusterConfig_InstanceCount
///
///
/// The number of ML compute instances to use in the model monitoring job. For distributed
/// processing jobs, specify a value greater than 1. The default value is 1.
///
///
#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]
[Alias("JobResources_ClusterConfig_InstanceCount")]
public System.Int32? ClusterConfig_InstanceCount { get; set; }
#endregion
#region Parameter ClusterConfig_InstanceType
///
///
/// The ML compute instance type for the processing job.
///
///
#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]
[Alias("JobResources_ClusterConfig_InstanceType")]
[AWSConstantClassSource("Amazon.SageMaker.ProcessingInstanceType")]
public Amazon.SageMaker.ProcessingInstanceType ClusterConfig_InstanceType { get; set; }
#endregion
#region Parameter JobDefinitionName
///
///
/// The name for the monitoring job definition.
///
///
#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 JobDefinitionName { get; set; }
#endregion
#region Parameter DataQualityJobOutputConfig_KmsKeyId
///
///
/// The Amazon Web Services Key Management Service (Amazon Web Services KMS) key that
/// Amazon SageMaker uses to encrypt the model artifacts at rest using Amazon S3 server-side
/// encryption.
///
///
[System.Management.Automation.Parameter(ValueFromPipelineByPropertyName = true)]
public System.String DataQualityJobOutputConfig_KmsKeyId { get; set; }
#endregion
#region Parameter Json_Line
///
///
/// Indicates if the file should be read as a json object per line.
///
///
[System.Management.Automation.Parameter(ValueFromPipelineByPropertyName = true)]
[Alias("DataQualityJobInput_BatchTransformInput_DatasetFormat_Json_Line")]
public System.Boolean? Json_Line { get; set; }
#endregion
#region Parameter BatchTransformInput_LocalPath
///
///
/// Path to the filesystem where the batch transform data is available to the container.
///
///
[System.Management.Automation.Parameter(ValueFromPipelineByPropertyName = true)]
[Alias("DataQualityJobInput_BatchTransformInput_LocalPath")]
public System.String BatchTransformInput_LocalPath { get; set; }
#endregion
#region Parameter EndpointInput_LocalPath
///
///
/// Path to the filesystem where the endpoint data is available to the container.
///
///
[System.Management.Automation.Parameter(ValueFromPipelineByPropertyName = true)]
[Alias("DataQualityJobInput_EndpointInput_LocalPath")]
public System.String EndpointInput_LocalPath { get; set; }
#endregion
#region Parameter StoppingCondition_MaxRuntimeInSecond
///
///
/// The maximum runtime allowed in seconds.The MaxRuntimeInSeconds cannot exceed the frequency of the job. For data
/// quality and model explainability, this can be up to 3600 seconds for an hourly schedule.
/// For model bias and model quality hourly schedules, this can be up to 1800 seconds.
///
///
[System.Management.Automation.Parameter(ValueFromPipelineByPropertyName = true)]
[Alias("StoppingCondition_MaxRuntimeInSeconds")]
public System.Int32? StoppingCondition_MaxRuntimeInSecond { get; set; }
#endregion
#region Parameter DataQualityJobOutputConfig_MonitoringOutput
///
///
/// Monitoring outputs for monitoring jobs. This is where the output of the periodic monitoring
/// jobs is uploaded.
///
///
#if !MODULAR
[System.Management.Automation.Parameter(ValueFromPipelineByPropertyName = true)]
#else
[System.Management.Automation.Parameter(ValueFromPipelineByPropertyName = true, Mandatory = true)]
[System.Management.Automation.AllowEmptyCollection]
[System.Management.Automation.AllowNull]
#endif
[Amazon.PowerShell.Common.AWSRequiredParameter]
[Alias("DataQualityJobOutputConfig_MonitoringOutputs")]
public Amazon.SageMaker.Model.MonitoringOutput[] DataQualityJobOutputConfig_MonitoringOutput { get; set; }
#endregion
#region Parameter DatasetFormat_Parquet
///
///
/// The Parquet dataset used in the monitoring job
///
///
[System.Management.Automation.Parameter(ValueFromPipelineByPropertyName = true)]
[Alias("DataQualityJobInput_BatchTransformInput_DatasetFormat_Parquet")]
public Amazon.SageMaker.Model.MonitoringParquetDatasetFormat DatasetFormat_Parquet { get; set; }
#endregion
#region Parameter DataQualityAppSpecification_PostAnalyticsProcessorSourceUri
///
///
/// An Amazon S3 URI to a script that is called after analysis has been performed. Applicable
/// only for the built-in (first party) containers.
///
///
[System.Management.Automation.Parameter(ValueFromPipelineByPropertyName = true)]
public System.String DataQualityAppSpecification_PostAnalyticsProcessorSourceUri { get; set; }
#endregion
#region Parameter BatchTransformInput_ProbabilityAttribute
///
///
/// In a classification problem, the attribute that represents the class probability.
///
///
[System.Management.Automation.Parameter(ValueFromPipelineByPropertyName = true)]
[Alias("DataQualityJobInput_BatchTransformInput_ProbabilityAttribute")]
public System.String BatchTransformInput_ProbabilityAttribute { get; set; }
#endregion
#region Parameter EndpointInput_ProbabilityAttribute
///
///
/// In a classification problem, the attribute that represents the class probability.
///
///
[System.Management.Automation.Parameter(ValueFromPipelineByPropertyName = true)]
[Alias("DataQualityJobInput_EndpointInput_ProbabilityAttribute")]
public System.String EndpointInput_ProbabilityAttribute { get; set; }
#endregion
#region Parameter BatchTransformInput_ProbabilityThresholdAttribute
///
///
/// The threshold for the class probability to be evaluated as a positive result.
///
///
[System.Management.Automation.Parameter(ValueFromPipelineByPropertyName = true)]
[Alias("DataQualityJobInput_BatchTransformInput_ProbabilityThresholdAttribute")]
public System.Double? BatchTransformInput_ProbabilityThresholdAttribute { get; set; }
#endregion
#region Parameter EndpointInput_ProbabilityThresholdAttribute
///
///
/// The threshold for the class probability to be evaluated as a positive result.
///
///
[System.Management.Automation.Parameter(ValueFromPipelineByPropertyName = true)]
[Alias("DataQualityJobInput_EndpointInput_ProbabilityThresholdAttribute")]
public System.Double? EndpointInput_ProbabilityThresholdAttribute { get; set; }
#endregion
#region Parameter DataQualityAppSpecification_RecordPreprocessorSourceUri
///
///
/// An Amazon S3 URI to a script that is called per row prior to running analysis. It
/// can base64 decode the payload and convert it into a flatted json so that the built-in
/// container can use the converted data. Applicable only for the built-in (first party)
/// containers.
///
///
[System.Management.Automation.Parameter(ValueFromPipelineByPropertyName = true)]
public System.String DataQualityAppSpecification_RecordPreprocessorSourceUri { get; set; }
#endregion
#region Parameter RoleArn
///
///
/// The Amazon Resource Name (ARN) of an IAM role that Amazon SageMaker can assume to
/// perform tasks on your behalf.
///
///
#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 RoleArn { get; set; }
#endregion
#region Parameter BatchTransformInput_S3DataDistributionType
///
///
/// Whether input data distributed in Amazon S3 is fully replicated or sharded by an S3
/// key. Defaults to FullyReplicated
///
///
[System.Management.Automation.Parameter(ValueFromPipelineByPropertyName = true)]
[Alias("DataQualityJobInput_BatchTransformInput_S3DataDistributionType")]
[AWSConstantClassSource("Amazon.SageMaker.ProcessingS3DataDistributionType")]
public Amazon.SageMaker.ProcessingS3DataDistributionType BatchTransformInput_S3DataDistributionType { get; set; }
#endregion
#region Parameter EndpointInput_S3DataDistributionType
///
///
/// Whether input data distributed in Amazon S3 is fully replicated or sharded by an S3
/// key. Defaults to FullyReplicated
///
///
[System.Management.Automation.Parameter(ValueFromPipelineByPropertyName = true)]
[Alias("DataQualityJobInput_EndpointInput_S3DataDistributionType")]
[AWSConstantClassSource("Amazon.SageMaker.ProcessingS3DataDistributionType")]
public Amazon.SageMaker.ProcessingS3DataDistributionType EndpointInput_S3DataDistributionType { get; set; }
#endregion
#region Parameter BatchTransformInput_S3InputMode
///
///
/// Whether the Pipe or File is used as the input mode for transferring
/// data for the monitoring job. Pipe mode is recommended for large datasets.
/// File mode is useful for small files that fit in memory. Defaults to File.
///
///
[System.Management.Automation.Parameter(ValueFromPipelineByPropertyName = true)]
[Alias("DataQualityJobInput_BatchTransformInput_S3InputMode")]
[AWSConstantClassSource("Amazon.SageMaker.ProcessingS3InputMode")]
public Amazon.SageMaker.ProcessingS3InputMode BatchTransformInput_S3InputMode { get; set; }
#endregion
#region Parameter EndpointInput_S3InputMode
///
///
/// Whether the Pipe or File is used as the input mode for transferring
/// data for the monitoring job. Pipe mode is recommended for large datasets.
/// File mode is useful for small files that fit in memory. Defaults to File.
///
///
[System.Management.Automation.Parameter(ValueFromPipelineByPropertyName = true)]
[Alias("DataQualityJobInput_EndpointInput_S3InputMode")]
[AWSConstantClassSource("Amazon.SageMaker.ProcessingS3InputMode")]
public Amazon.SageMaker.ProcessingS3InputMode EndpointInput_S3InputMode { get; set; }
#endregion
#region Parameter ConstraintsResource_S3Uri
///
///
/// The Amazon S3 URI for the constraints resource.
///
///
[System.Management.Automation.Parameter(ValueFromPipelineByPropertyName = true)]
[Alias("DataQualityBaselineConfig_ConstraintsResource_S3Uri")]
public System.String ConstraintsResource_S3Uri { get; set; }
#endregion
#region Parameter StatisticsResource_S3Uri
///
///
/// The Amazon S3 URI for the statistics resource.
///
///
[System.Management.Automation.Parameter(ValueFromPipelineByPropertyName = true)]
[Alias("DataQualityBaselineConfig_StatisticsResource_S3Uri")]
public System.String StatisticsResource_S3Uri { get; set; }
#endregion
#region Parameter VpcConfig_SecurityGroupId
///
///
/// The VPC security group IDs, in the form sg-xxxxxxxx. Specify the security groups for
/// the VPC that is specified in the Subnets field.
///
///
[System.Management.Automation.Parameter(ValueFromPipelineByPropertyName = true)]
[Alias("NetworkConfig_VpcConfig_SecurityGroupIds")]
public System.String[] VpcConfig_SecurityGroupId { get; set; }
#endregion
#region Parameter BatchTransformInput_StartTimeOffset
///
///
/// If specified, monitoring jobs substract this time from the start time. For information
/// about using offsets for scheduling monitoring jobs, see Schedule
/// Model Quality Monitoring Jobs.
///
///
[System.Management.Automation.Parameter(ValueFromPipelineByPropertyName = true)]
[Alias("DataQualityJobInput_BatchTransformInput_StartTimeOffset")]
public System.String BatchTransformInput_StartTimeOffset { get; set; }
#endregion
#region Parameter EndpointInput_StartTimeOffset
///
///
/// If specified, monitoring jobs substract this time from the start time. For information
/// about using offsets for scheduling monitoring jobs, see Schedule
/// Model Quality Monitoring Jobs.
///
///
[System.Management.Automation.Parameter(ValueFromPipelineByPropertyName = true)]
[Alias("DataQualityJobInput_EndpointInput_StartTimeOffset")]
public System.String EndpointInput_StartTimeOffset { get; set; }
#endregion
#region Parameter VpcConfig_Subnet
///
///
/// The ID of the subnets in the VPC to which you want to connect your training job or
/// model. For information about the availability of specific instance types, see Supported
/// Instance Types and Availability Zones.
///
///
[System.Management.Automation.Parameter(ValueFromPipelineByPropertyName = true)]
[Alias("NetworkConfig_VpcConfig_Subnets")]
public System.String[] VpcConfig_Subnet { get; set; }
#endregion
#region Parameter Tag
///
///
/// (Optional) An array of key-value pairs. For more information, see Using
/// Cost Allocation Tags in the Amazon Web Services Billing and Cost Management
/// User Guide.
///
///
[System.Management.Automation.Parameter(ValueFromPipelineByPropertyName = true)]
[Alias("Tags")]
public Amazon.SageMaker.Model.Tag[] Tag { get; set; }
#endregion
#region Parameter ClusterConfig_VolumeKmsKeyId
///
///
/// 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(s) that run the model monitoring job.
///
///
[System.Management.Automation.Parameter(ValueFromPipelineByPropertyName = true)]
[Alias("JobResources_ClusterConfig_VolumeKmsKeyId")]
public System.String ClusterConfig_VolumeKmsKeyId { get; set; }
#endregion
#region Parameter ClusterConfig_VolumeSizeInGB
///
///
/// The size of the ML storage volume, in gigabytes, that you want to provision. You must
/// specify sufficient ML storage for your scenario.
///
///
#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]
[Alias("JobResources_ClusterConfig_VolumeSizeInGB")]
public System.Int32? ClusterConfig_VolumeSizeInGB { get; set; }
#endregion
#region Parameter Select
///
/// Use the -Select parameter to control the cmdlet output. The default value is 'JobDefinitionArn'.
/// Specifying -Select '*' will result in the cmdlet returning the whole service response (Amazon.SageMaker.Model.CreateDataQualityJobDefinitionResponse).
/// Specifying the name of a property of type Amazon.SageMaker.Model.CreateDataQualityJobDefinitionResponse 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; } = "JobDefinitionArn";
#endregion
#region Parameter PassThru
///
/// Changes the cmdlet behavior to return the value passed to the JobDefinitionName parameter.
/// The -PassThru parameter is deprecated, use -Select '^JobDefinitionName' instead. This parameter will be removed in a future version.
///
[System.Obsolete("The -PassThru parameter is deprecated, use -Select '^JobDefinitionName' 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.JobDefinitionName), MyInvocation.BoundParameters);
if (!ConfirmShouldProceed(this.Force.IsPresent, resourceIdentifiersText, "New-SMDataQualityJobDefinition (CreateDataQualityJobDefinition)"))
{
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.JobDefinitionName;
}
#pragma warning restore CS0618, CS0612 //A class member was marked with the Obsolete attribute
if (this.DataQualityAppSpecification_ContainerArgument != null)
{
context.DataQualityAppSpecification_ContainerArgument = new List(this.DataQualityAppSpecification_ContainerArgument);
}
if (this.DataQualityAppSpecification_ContainerEntrypoint != null)
{
context.DataQualityAppSpecification_ContainerEntrypoint = new List(this.DataQualityAppSpecification_ContainerEntrypoint);
}
if (this.DataQualityAppSpecification_Environment != null)
{
context.DataQualityAppSpecification_Environment = new Dictionary(StringComparer.Ordinal);
foreach (var hashKey in this.DataQualityAppSpecification_Environment.Keys)
{
context.DataQualityAppSpecification_Environment.Add((String)hashKey, (String)(this.DataQualityAppSpecification_Environment[hashKey]));
}
}
context.DataQualityAppSpecification_ImageUri = this.DataQualityAppSpecification_ImageUri;
#if MODULAR
if (this.DataQualityAppSpecification_ImageUri == null && ParameterWasBound(nameof(this.DataQualityAppSpecification_ImageUri)))
{
WriteWarning("You are passing $null as a value for parameter DataQualityAppSpecification_ImageUri 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.DataQualityAppSpecification_PostAnalyticsProcessorSourceUri = this.DataQualityAppSpecification_PostAnalyticsProcessorSourceUri;
context.DataQualityAppSpecification_RecordPreprocessorSourceUri = this.DataQualityAppSpecification_RecordPreprocessorSourceUri;
context.DataQualityBaselineConfig_BaseliningJobName = this.DataQualityBaselineConfig_BaseliningJobName;
context.ConstraintsResource_S3Uri = this.ConstraintsResource_S3Uri;
context.StatisticsResource_S3Uri = this.StatisticsResource_S3Uri;
context.BatchTransformInput_DataCapturedDestinationS3Uri = this.BatchTransformInput_DataCapturedDestinationS3Uri;
context.Csv_Header = this.Csv_Header;
context.Json_Line = this.Json_Line;
context.DatasetFormat_Parquet = this.DatasetFormat_Parquet;
context.BatchTransformInput_EndTimeOffset = this.BatchTransformInput_EndTimeOffset;
context.BatchTransformInput_FeaturesAttribute = this.BatchTransformInput_FeaturesAttribute;
context.BatchTransformInput_InferenceAttribute = this.BatchTransformInput_InferenceAttribute;
context.BatchTransformInput_LocalPath = this.BatchTransformInput_LocalPath;
context.BatchTransformInput_ProbabilityAttribute = this.BatchTransformInput_ProbabilityAttribute;
context.BatchTransformInput_ProbabilityThresholdAttribute = this.BatchTransformInput_ProbabilityThresholdAttribute;
context.BatchTransformInput_S3DataDistributionType = this.BatchTransformInput_S3DataDistributionType;
context.BatchTransformInput_S3InputMode = this.BatchTransformInput_S3InputMode;
context.BatchTransformInput_StartTimeOffset = this.BatchTransformInput_StartTimeOffset;
context.EndpointInput_EndpointName = this.EndpointInput_EndpointName;
context.EndpointInput_EndTimeOffset = this.EndpointInput_EndTimeOffset;
context.EndpointInput_FeaturesAttribute = this.EndpointInput_FeaturesAttribute;
context.EndpointInput_InferenceAttribute = this.EndpointInput_InferenceAttribute;
context.EndpointInput_LocalPath = this.EndpointInput_LocalPath;
context.EndpointInput_ProbabilityAttribute = this.EndpointInput_ProbabilityAttribute;
context.EndpointInput_ProbabilityThresholdAttribute = this.EndpointInput_ProbabilityThresholdAttribute;
context.EndpointInput_S3DataDistributionType = this.EndpointInput_S3DataDistributionType;
context.EndpointInput_S3InputMode = this.EndpointInput_S3InputMode;
context.EndpointInput_StartTimeOffset = this.EndpointInput_StartTimeOffset;
context.DataQualityJobOutputConfig_KmsKeyId = this.DataQualityJobOutputConfig_KmsKeyId;
if (this.DataQualityJobOutputConfig_MonitoringOutput != null)
{
context.DataQualityJobOutputConfig_MonitoringOutput = new List(this.DataQualityJobOutputConfig_MonitoringOutput);
}
#if MODULAR
if (this.DataQualityJobOutputConfig_MonitoringOutput == null && ParameterWasBound(nameof(this.DataQualityJobOutputConfig_MonitoringOutput)))
{
WriteWarning("You are passing $null as a value for parameter DataQualityJobOutputConfig_MonitoringOutput 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.JobDefinitionName = this.JobDefinitionName;
#if MODULAR
if (this.JobDefinitionName == null && ParameterWasBound(nameof(this.JobDefinitionName)))
{
WriteWarning("You are passing $null as a value for parameter JobDefinitionName 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.ClusterConfig_InstanceCount = this.ClusterConfig_InstanceCount;
#if MODULAR
if (this.ClusterConfig_InstanceCount == null && ParameterWasBound(nameof(this.ClusterConfig_InstanceCount)))
{
WriteWarning("You are passing $null as a value for parameter ClusterConfig_InstanceCount 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.ClusterConfig_InstanceType = this.ClusterConfig_InstanceType;
#if MODULAR
if (this.ClusterConfig_InstanceType == null && ParameterWasBound(nameof(this.ClusterConfig_InstanceType)))
{
WriteWarning("You are passing $null as a value for parameter ClusterConfig_InstanceType 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.ClusterConfig_VolumeKmsKeyId = this.ClusterConfig_VolumeKmsKeyId;
context.ClusterConfig_VolumeSizeInGB = this.ClusterConfig_VolumeSizeInGB;
#if MODULAR
if (this.ClusterConfig_VolumeSizeInGB == null && ParameterWasBound(nameof(this.ClusterConfig_VolumeSizeInGB)))
{
WriteWarning("You are passing $null as a value for parameter ClusterConfig_VolumeSizeInGB 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.NetworkConfig_EnableInterContainerTrafficEncryption = this.NetworkConfig_EnableInterContainerTrafficEncryption;
context.NetworkConfig_EnableNetworkIsolation = this.NetworkConfig_EnableNetworkIsolation;
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);
}
context.RoleArn = this.RoleArn;
#if MODULAR
if (this.RoleArn == null && ParameterWasBound(nameof(this.RoleArn)))
{
WriteWarning("You are passing $null as a value for parameter RoleArn 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.StoppingCondition_MaxRuntimeInSecond = this.StoppingCondition_MaxRuntimeInSecond;
if (this.Tag != null)
{
context.Tag = new List(this.Tag);
}
// 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.SageMaker.Model.CreateDataQualityJobDefinitionRequest();
// populate DataQualityAppSpecification
var requestDataQualityAppSpecificationIsNull = true;
request.DataQualityAppSpecification = new Amazon.SageMaker.Model.DataQualityAppSpecification();
List requestDataQualityAppSpecification_dataQualityAppSpecification_ContainerArgument = null;
if (cmdletContext.DataQualityAppSpecification_ContainerArgument != null)
{
requestDataQualityAppSpecification_dataQualityAppSpecification_ContainerArgument = cmdletContext.DataQualityAppSpecification_ContainerArgument;
}
if (requestDataQualityAppSpecification_dataQualityAppSpecification_ContainerArgument != null)
{
request.DataQualityAppSpecification.ContainerArguments = requestDataQualityAppSpecification_dataQualityAppSpecification_ContainerArgument;
requestDataQualityAppSpecificationIsNull = false;
}
List requestDataQualityAppSpecification_dataQualityAppSpecification_ContainerEntrypoint = null;
if (cmdletContext.DataQualityAppSpecification_ContainerEntrypoint != null)
{
requestDataQualityAppSpecification_dataQualityAppSpecification_ContainerEntrypoint = cmdletContext.DataQualityAppSpecification_ContainerEntrypoint;
}
if (requestDataQualityAppSpecification_dataQualityAppSpecification_ContainerEntrypoint != null)
{
request.DataQualityAppSpecification.ContainerEntrypoint = requestDataQualityAppSpecification_dataQualityAppSpecification_ContainerEntrypoint;
requestDataQualityAppSpecificationIsNull = false;
}
Dictionary requestDataQualityAppSpecification_dataQualityAppSpecification_Environment = null;
if (cmdletContext.DataQualityAppSpecification_Environment != null)
{
requestDataQualityAppSpecification_dataQualityAppSpecification_Environment = cmdletContext.DataQualityAppSpecification_Environment;
}
if (requestDataQualityAppSpecification_dataQualityAppSpecification_Environment != null)
{
request.DataQualityAppSpecification.Environment = requestDataQualityAppSpecification_dataQualityAppSpecification_Environment;
requestDataQualityAppSpecificationIsNull = false;
}
System.String requestDataQualityAppSpecification_dataQualityAppSpecification_ImageUri = null;
if (cmdletContext.DataQualityAppSpecification_ImageUri != null)
{
requestDataQualityAppSpecification_dataQualityAppSpecification_ImageUri = cmdletContext.DataQualityAppSpecification_ImageUri;
}
if (requestDataQualityAppSpecification_dataQualityAppSpecification_ImageUri != null)
{
request.DataQualityAppSpecification.ImageUri = requestDataQualityAppSpecification_dataQualityAppSpecification_ImageUri;
requestDataQualityAppSpecificationIsNull = false;
}
System.String requestDataQualityAppSpecification_dataQualityAppSpecification_PostAnalyticsProcessorSourceUri = null;
if (cmdletContext.DataQualityAppSpecification_PostAnalyticsProcessorSourceUri != null)
{
requestDataQualityAppSpecification_dataQualityAppSpecification_PostAnalyticsProcessorSourceUri = cmdletContext.DataQualityAppSpecification_PostAnalyticsProcessorSourceUri;
}
if (requestDataQualityAppSpecification_dataQualityAppSpecification_PostAnalyticsProcessorSourceUri != null)
{
request.DataQualityAppSpecification.PostAnalyticsProcessorSourceUri = requestDataQualityAppSpecification_dataQualityAppSpecification_PostAnalyticsProcessorSourceUri;
requestDataQualityAppSpecificationIsNull = false;
}
System.String requestDataQualityAppSpecification_dataQualityAppSpecification_RecordPreprocessorSourceUri = null;
if (cmdletContext.DataQualityAppSpecification_RecordPreprocessorSourceUri != null)
{
requestDataQualityAppSpecification_dataQualityAppSpecification_RecordPreprocessorSourceUri = cmdletContext.DataQualityAppSpecification_RecordPreprocessorSourceUri;
}
if (requestDataQualityAppSpecification_dataQualityAppSpecification_RecordPreprocessorSourceUri != null)
{
request.DataQualityAppSpecification.RecordPreprocessorSourceUri = requestDataQualityAppSpecification_dataQualityAppSpecification_RecordPreprocessorSourceUri;
requestDataQualityAppSpecificationIsNull = false;
}
// determine if request.DataQualityAppSpecification should be set to null
if (requestDataQualityAppSpecificationIsNull)
{
request.DataQualityAppSpecification = null;
}
// populate DataQualityBaselineConfig
var requestDataQualityBaselineConfigIsNull = true;
request.DataQualityBaselineConfig = new Amazon.SageMaker.Model.DataQualityBaselineConfig();
System.String requestDataQualityBaselineConfig_dataQualityBaselineConfig_BaseliningJobName = null;
if (cmdletContext.DataQualityBaselineConfig_BaseliningJobName != null)
{
requestDataQualityBaselineConfig_dataQualityBaselineConfig_BaseliningJobName = cmdletContext.DataQualityBaselineConfig_BaseliningJobName;
}
if (requestDataQualityBaselineConfig_dataQualityBaselineConfig_BaseliningJobName != null)
{
request.DataQualityBaselineConfig.BaseliningJobName = requestDataQualityBaselineConfig_dataQualityBaselineConfig_BaseliningJobName;
requestDataQualityBaselineConfigIsNull = false;
}
Amazon.SageMaker.Model.MonitoringConstraintsResource requestDataQualityBaselineConfig_dataQualityBaselineConfig_ConstraintsResource = null;
// populate ConstraintsResource
var requestDataQualityBaselineConfig_dataQualityBaselineConfig_ConstraintsResourceIsNull = true;
requestDataQualityBaselineConfig_dataQualityBaselineConfig_ConstraintsResource = new Amazon.SageMaker.Model.MonitoringConstraintsResource();
System.String requestDataQualityBaselineConfig_dataQualityBaselineConfig_ConstraintsResource_constraintsResource_S3Uri = null;
if (cmdletContext.ConstraintsResource_S3Uri != null)
{
requestDataQualityBaselineConfig_dataQualityBaselineConfig_ConstraintsResource_constraintsResource_S3Uri = cmdletContext.ConstraintsResource_S3Uri;
}
if (requestDataQualityBaselineConfig_dataQualityBaselineConfig_ConstraintsResource_constraintsResource_S3Uri != null)
{
requestDataQualityBaselineConfig_dataQualityBaselineConfig_ConstraintsResource.S3Uri = requestDataQualityBaselineConfig_dataQualityBaselineConfig_ConstraintsResource_constraintsResource_S3Uri;
requestDataQualityBaselineConfig_dataQualityBaselineConfig_ConstraintsResourceIsNull = false;
}
// determine if requestDataQualityBaselineConfig_dataQualityBaselineConfig_ConstraintsResource should be set to null
if (requestDataQualityBaselineConfig_dataQualityBaselineConfig_ConstraintsResourceIsNull)
{
requestDataQualityBaselineConfig_dataQualityBaselineConfig_ConstraintsResource = null;
}
if (requestDataQualityBaselineConfig_dataQualityBaselineConfig_ConstraintsResource != null)
{
request.DataQualityBaselineConfig.ConstraintsResource = requestDataQualityBaselineConfig_dataQualityBaselineConfig_ConstraintsResource;
requestDataQualityBaselineConfigIsNull = false;
}
Amazon.SageMaker.Model.MonitoringStatisticsResource requestDataQualityBaselineConfig_dataQualityBaselineConfig_StatisticsResource = null;
// populate StatisticsResource
var requestDataQualityBaselineConfig_dataQualityBaselineConfig_StatisticsResourceIsNull = true;
requestDataQualityBaselineConfig_dataQualityBaselineConfig_StatisticsResource = new Amazon.SageMaker.Model.MonitoringStatisticsResource();
System.String requestDataQualityBaselineConfig_dataQualityBaselineConfig_StatisticsResource_statisticsResource_S3Uri = null;
if (cmdletContext.StatisticsResource_S3Uri != null)
{
requestDataQualityBaselineConfig_dataQualityBaselineConfig_StatisticsResource_statisticsResource_S3Uri = cmdletContext.StatisticsResource_S3Uri;
}
if (requestDataQualityBaselineConfig_dataQualityBaselineConfig_StatisticsResource_statisticsResource_S3Uri != null)
{
requestDataQualityBaselineConfig_dataQualityBaselineConfig_StatisticsResource.S3Uri = requestDataQualityBaselineConfig_dataQualityBaselineConfig_StatisticsResource_statisticsResource_S3Uri;
requestDataQualityBaselineConfig_dataQualityBaselineConfig_StatisticsResourceIsNull = false;
}
// determine if requestDataQualityBaselineConfig_dataQualityBaselineConfig_StatisticsResource should be set to null
if (requestDataQualityBaselineConfig_dataQualityBaselineConfig_StatisticsResourceIsNull)
{
requestDataQualityBaselineConfig_dataQualityBaselineConfig_StatisticsResource = null;
}
if (requestDataQualityBaselineConfig_dataQualityBaselineConfig_StatisticsResource != null)
{
request.DataQualityBaselineConfig.StatisticsResource = requestDataQualityBaselineConfig_dataQualityBaselineConfig_StatisticsResource;
requestDataQualityBaselineConfigIsNull = false;
}
// determine if request.DataQualityBaselineConfig should be set to null
if (requestDataQualityBaselineConfigIsNull)
{
request.DataQualityBaselineConfig = null;
}
// populate DataQualityJobInput
var requestDataQualityJobInputIsNull = true;
request.DataQualityJobInput = new Amazon.SageMaker.Model.DataQualityJobInput();
Amazon.SageMaker.Model.EndpointInput requestDataQualityJobInput_dataQualityJobInput_EndpointInput = null;
// populate EndpointInput
var requestDataQualityJobInput_dataQualityJobInput_EndpointInputIsNull = true;
requestDataQualityJobInput_dataQualityJobInput_EndpointInput = new Amazon.SageMaker.Model.EndpointInput();
System.String requestDataQualityJobInput_dataQualityJobInput_EndpointInput_endpointInput_EndpointName = null;
if (cmdletContext.EndpointInput_EndpointName != null)
{
requestDataQualityJobInput_dataQualityJobInput_EndpointInput_endpointInput_EndpointName = cmdletContext.EndpointInput_EndpointName;
}
if (requestDataQualityJobInput_dataQualityJobInput_EndpointInput_endpointInput_EndpointName != null)
{
requestDataQualityJobInput_dataQualityJobInput_EndpointInput.EndpointName = requestDataQualityJobInput_dataQualityJobInput_EndpointInput_endpointInput_EndpointName;
requestDataQualityJobInput_dataQualityJobInput_EndpointInputIsNull = false;
}
System.String requestDataQualityJobInput_dataQualityJobInput_EndpointInput_endpointInput_EndTimeOffset = null;
if (cmdletContext.EndpointInput_EndTimeOffset != null)
{
requestDataQualityJobInput_dataQualityJobInput_EndpointInput_endpointInput_EndTimeOffset = cmdletContext.EndpointInput_EndTimeOffset;
}
if (requestDataQualityJobInput_dataQualityJobInput_EndpointInput_endpointInput_EndTimeOffset != null)
{
requestDataQualityJobInput_dataQualityJobInput_EndpointInput.EndTimeOffset = requestDataQualityJobInput_dataQualityJobInput_EndpointInput_endpointInput_EndTimeOffset;
requestDataQualityJobInput_dataQualityJobInput_EndpointInputIsNull = false;
}
System.String requestDataQualityJobInput_dataQualityJobInput_EndpointInput_endpointInput_FeaturesAttribute = null;
if (cmdletContext.EndpointInput_FeaturesAttribute != null)
{
requestDataQualityJobInput_dataQualityJobInput_EndpointInput_endpointInput_FeaturesAttribute = cmdletContext.EndpointInput_FeaturesAttribute;
}
if (requestDataQualityJobInput_dataQualityJobInput_EndpointInput_endpointInput_FeaturesAttribute != null)
{
requestDataQualityJobInput_dataQualityJobInput_EndpointInput.FeaturesAttribute = requestDataQualityJobInput_dataQualityJobInput_EndpointInput_endpointInput_FeaturesAttribute;
requestDataQualityJobInput_dataQualityJobInput_EndpointInputIsNull = false;
}
System.String requestDataQualityJobInput_dataQualityJobInput_EndpointInput_endpointInput_InferenceAttribute = null;
if (cmdletContext.EndpointInput_InferenceAttribute != null)
{
requestDataQualityJobInput_dataQualityJobInput_EndpointInput_endpointInput_InferenceAttribute = cmdletContext.EndpointInput_InferenceAttribute;
}
if (requestDataQualityJobInput_dataQualityJobInput_EndpointInput_endpointInput_InferenceAttribute != null)
{
requestDataQualityJobInput_dataQualityJobInput_EndpointInput.InferenceAttribute = requestDataQualityJobInput_dataQualityJobInput_EndpointInput_endpointInput_InferenceAttribute;
requestDataQualityJobInput_dataQualityJobInput_EndpointInputIsNull = false;
}
System.String requestDataQualityJobInput_dataQualityJobInput_EndpointInput_endpointInput_LocalPath = null;
if (cmdletContext.EndpointInput_LocalPath != null)
{
requestDataQualityJobInput_dataQualityJobInput_EndpointInput_endpointInput_LocalPath = cmdletContext.EndpointInput_LocalPath;
}
if (requestDataQualityJobInput_dataQualityJobInput_EndpointInput_endpointInput_LocalPath != null)
{
requestDataQualityJobInput_dataQualityJobInput_EndpointInput.LocalPath = requestDataQualityJobInput_dataQualityJobInput_EndpointInput_endpointInput_LocalPath;
requestDataQualityJobInput_dataQualityJobInput_EndpointInputIsNull = false;
}
System.String requestDataQualityJobInput_dataQualityJobInput_EndpointInput_endpointInput_ProbabilityAttribute = null;
if (cmdletContext.EndpointInput_ProbabilityAttribute != null)
{
requestDataQualityJobInput_dataQualityJobInput_EndpointInput_endpointInput_ProbabilityAttribute = cmdletContext.EndpointInput_ProbabilityAttribute;
}
if (requestDataQualityJobInput_dataQualityJobInput_EndpointInput_endpointInput_ProbabilityAttribute != null)
{
requestDataQualityJobInput_dataQualityJobInput_EndpointInput.ProbabilityAttribute = requestDataQualityJobInput_dataQualityJobInput_EndpointInput_endpointInput_ProbabilityAttribute;
requestDataQualityJobInput_dataQualityJobInput_EndpointInputIsNull = false;
}
System.Double? requestDataQualityJobInput_dataQualityJobInput_EndpointInput_endpointInput_ProbabilityThresholdAttribute = null;
if (cmdletContext.EndpointInput_ProbabilityThresholdAttribute != null)
{
requestDataQualityJobInput_dataQualityJobInput_EndpointInput_endpointInput_ProbabilityThresholdAttribute = cmdletContext.EndpointInput_ProbabilityThresholdAttribute.Value;
}
if (requestDataQualityJobInput_dataQualityJobInput_EndpointInput_endpointInput_ProbabilityThresholdAttribute != null)
{
requestDataQualityJobInput_dataQualityJobInput_EndpointInput.ProbabilityThresholdAttribute = requestDataQualityJobInput_dataQualityJobInput_EndpointInput_endpointInput_ProbabilityThresholdAttribute.Value;
requestDataQualityJobInput_dataQualityJobInput_EndpointInputIsNull = false;
}
Amazon.SageMaker.ProcessingS3DataDistributionType requestDataQualityJobInput_dataQualityJobInput_EndpointInput_endpointInput_S3DataDistributionType = null;
if (cmdletContext.EndpointInput_S3DataDistributionType != null)
{
requestDataQualityJobInput_dataQualityJobInput_EndpointInput_endpointInput_S3DataDistributionType = cmdletContext.EndpointInput_S3DataDistributionType;
}
if (requestDataQualityJobInput_dataQualityJobInput_EndpointInput_endpointInput_S3DataDistributionType != null)
{
requestDataQualityJobInput_dataQualityJobInput_EndpointInput.S3DataDistributionType = requestDataQualityJobInput_dataQualityJobInput_EndpointInput_endpointInput_S3DataDistributionType;
requestDataQualityJobInput_dataQualityJobInput_EndpointInputIsNull = false;
}
Amazon.SageMaker.ProcessingS3InputMode requestDataQualityJobInput_dataQualityJobInput_EndpointInput_endpointInput_S3InputMode = null;
if (cmdletContext.EndpointInput_S3InputMode != null)
{
requestDataQualityJobInput_dataQualityJobInput_EndpointInput_endpointInput_S3InputMode = cmdletContext.EndpointInput_S3InputMode;
}
if (requestDataQualityJobInput_dataQualityJobInput_EndpointInput_endpointInput_S3InputMode != null)
{
requestDataQualityJobInput_dataQualityJobInput_EndpointInput.S3InputMode = requestDataQualityJobInput_dataQualityJobInput_EndpointInput_endpointInput_S3InputMode;
requestDataQualityJobInput_dataQualityJobInput_EndpointInputIsNull = false;
}
System.String requestDataQualityJobInput_dataQualityJobInput_EndpointInput_endpointInput_StartTimeOffset = null;
if (cmdletContext.EndpointInput_StartTimeOffset != null)
{
requestDataQualityJobInput_dataQualityJobInput_EndpointInput_endpointInput_StartTimeOffset = cmdletContext.EndpointInput_StartTimeOffset;
}
if (requestDataQualityJobInput_dataQualityJobInput_EndpointInput_endpointInput_StartTimeOffset != null)
{
requestDataQualityJobInput_dataQualityJobInput_EndpointInput.StartTimeOffset = requestDataQualityJobInput_dataQualityJobInput_EndpointInput_endpointInput_StartTimeOffset;
requestDataQualityJobInput_dataQualityJobInput_EndpointInputIsNull = false;
}
// determine if requestDataQualityJobInput_dataQualityJobInput_EndpointInput should be set to null
if (requestDataQualityJobInput_dataQualityJobInput_EndpointInputIsNull)
{
requestDataQualityJobInput_dataQualityJobInput_EndpointInput = null;
}
if (requestDataQualityJobInput_dataQualityJobInput_EndpointInput != null)
{
request.DataQualityJobInput.EndpointInput = requestDataQualityJobInput_dataQualityJobInput_EndpointInput;
requestDataQualityJobInputIsNull = false;
}
Amazon.SageMaker.Model.BatchTransformInput requestDataQualityJobInput_dataQualityJobInput_BatchTransformInput = null;
// populate BatchTransformInput
var requestDataQualityJobInput_dataQualityJobInput_BatchTransformInputIsNull = true;
requestDataQualityJobInput_dataQualityJobInput_BatchTransformInput = new Amazon.SageMaker.Model.BatchTransformInput();
System.String requestDataQualityJobInput_dataQualityJobInput_BatchTransformInput_batchTransformInput_DataCapturedDestinationS3Uri = null;
if (cmdletContext.BatchTransformInput_DataCapturedDestinationS3Uri != null)
{
requestDataQualityJobInput_dataQualityJobInput_BatchTransformInput_batchTransformInput_DataCapturedDestinationS3Uri = cmdletContext.BatchTransformInput_DataCapturedDestinationS3Uri;
}
if (requestDataQualityJobInput_dataQualityJobInput_BatchTransformInput_batchTransformInput_DataCapturedDestinationS3Uri != null)
{
requestDataQualityJobInput_dataQualityJobInput_BatchTransformInput.DataCapturedDestinationS3Uri = requestDataQualityJobInput_dataQualityJobInput_BatchTransformInput_batchTransformInput_DataCapturedDestinationS3Uri;
requestDataQualityJobInput_dataQualityJobInput_BatchTransformInputIsNull = false;
}
System.String requestDataQualityJobInput_dataQualityJobInput_BatchTransformInput_batchTransformInput_EndTimeOffset = null;
if (cmdletContext.BatchTransformInput_EndTimeOffset != null)
{
requestDataQualityJobInput_dataQualityJobInput_BatchTransformInput_batchTransformInput_EndTimeOffset = cmdletContext.BatchTransformInput_EndTimeOffset;
}
if (requestDataQualityJobInput_dataQualityJobInput_BatchTransformInput_batchTransformInput_EndTimeOffset != null)
{
requestDataQualityJobInput_dataQualityJobInput_BatchTransformInput.EndTimeOffset = requestDataQualityJobInput_dataQualityJobInput_BatchTransformInput_batchTransformInput_EndTimeOffset;
requestDataQualityJobInput_dataQualityJobInput_BatchTransformInputIsNull = false;
}
System.String requestDataQualityJobInput_dataQualityJobInput_BatchTransformInput_batchTransformInput_FeaturesAttribute = null;
if (cmdletContext.BatchTransformInput_FeaturesAttribute != null)
{
requestDataQualityJobInput_dataQualityJobInput_BatchTransformInput_batchTransformInput_FeaturesAttribute = cmdletContext.BatchTransformInput_FeaturesAttribute;
}
if (requestDataQualityJobInput_dataQualityJobInput_BatchTransformInput_batchTransformInput_FeaturesAttribute != null)
{
requestDataQualityJobInput_dataQualityJobInput_BatchTransformInput.FeaturesAttribute = requestDataQualityJobInput_dataQualityJobInput_BatchTransformInput_batchTransformInput_FeaturesAttribute;
requestDataQualityJobInput_dataQualityJobInput_BatchTransformInputIsNull = false;
}
System.String requestDataQualityJobInput_dataQualityJobInput_BatchTransformInput_batchTransformInput_InferenceAttribute = null;
if (cmdletContext.BatchTransformInput_InferenceAttribute != null)
{
requestDataQualityJobInput_dataQualityJobInput_BatchTransformInput_batchTransformInput_InferenceAttribute = cmdletContext.BatchTransformInput_InferenceAttribute;
}
if (requestDataQualityJobInput_dataQualityJobInput_BatchTransformInput_batchTransformInput_InferenceAttribute != null)
{
requestDataQualityJobInput_dataQualityJobInput_BatchTransformInput.InferenceAttribute = requestDataQualityJobInput_dataQualityJobInput_BatchTransformInput_batchTransformInput_InferenceAttribute;
requestDataQualityJobInput_dataQualityJobInput_BatchTransformInputIsNull = false;
}
System.String requestDataQualityJobInput_dataQualityJobInput_BatchTransformInput_batchTransformInput_LocalPath = null;
if (cmdletContext.BatchTransformInput_LocalPath != null)
{
requestDataQualityJobInput_dataQualityJobInput_BatchTransformInput_batchTransformInput_LocalPath = cmdletContext.BatchTransformInput_LocalPath;
}
if (requestDataQualityJobInput_dataQualityJobInput_BatchTransformInput_batchTransformInput_LocalPath != null)
{
requestDataQualityJobInput_dataQualityJobInput_BatchTransformInput.LocalPath = requestDataQualityJobInput_dataQualityJobInput_BatchTransformInput_batchTransformInput_LocalPath;
requestDataQualityJobInput_dataQualityJobInput_BatchTransformInputIsNull = false;
}
System.String requestDataQualityJobInput_dataQualityJobInput_BatchTransformInput_batchTransformInput_ProbabilityAttribute = null;
if (cmdletContext.BatchTransformInput_ProbabilityAttribute != null)
{
requestDataQualityJobInput_dataQualityJobInput_BatchTransformInput_batchTransformInput_ProbabilityAttribute = cmdletContext.BatchTransformInput_ProbabilityAttribute;
}
if (requestDataQualityJobInput_dataQualityJobInput_BatchTransformInput_batchTransformInput_ProbabilityAttribute != null)
{
requestDataQualityJobInput_dataQualityJobInput_BatchTransformInput.ProbabilityAttribute = requestDataQualityJobInput_dataQualityJobInput_BatchTransformInput_batchTransformInput_ProbabilityAttribute;
requestDataQualityJobInput_dataQualityJobInput_BatchTransformInputIsNull = false;
}
System.Double? requestDataQualityJobInput_dataQualityJobInput_BatchTransformInput_batchTransformInput_ProbabilityThresholdAttribute = null;
if (cmdletContext.BatchTransformInput_ProbabilityThresholdAttribute != null)
{
requestDataQualityJobInput_dataQualityJobInput_BatchTransformInput_batchTransformInput_ProbabilityThresholdAttribute = cmdletContext.BatchTransformInput_ProbabilityThresholdAttribute.Value;
}
if (requestDataQualityJobInput_dataQualityJobInput_BatchTransformInput_batchTransformInput_ProbabilityThresholdAttribute != null)
{
requestDataQualityJobInput_dataQualityJobInput_BatchTransformInput.ProbabilityThresholdAttribute = requestDataQualityJobInput_dataQualityJobInput_BatchTransformInput_batchTransformInput_ProbabilityThresholdAttribute.Value;
requestDataQualityJobInput_dataQualityJobInput_BatchTransformInputIsNull = false;
}
Amazon.SageMaker.ProcessingS3DataDistributionType requestDataQualityJobInput_dataQualityJobInput_BatchTransformInput_batchTransformInput_S3DataDistributionType = null;
if (cmdletContext.BatchTransformInput_S3DataDistributionType != null)
{
requestDataQualityJobInput_dataQualityJobInput_BatchTransformInput_batchTransformInput_S3DataDistributionType = cmdletContext.BatchTransformInput_S3DataDistributionType;
}
if (requestDataQualityJobInput_dataQualityJobInput_BatchTransformInput_batchTransformInput_S3DataDistributionType != null)
{
requestDataQualityJobInput_dataQualityJobInput_BatchTransformInput.S3DataDistributionType = requestDataQualityJobInput_dataQualityJobInput_BatchTransformInput_batchTransformInput_S3DataDistributionType;
requestDataQualityJobInput_dataQualityJobInput_BatchTransformInputIsNull = false;
}
Amazon.SageMaker.ProcessingS3InputMode requestDataQualityJobInput_dataQualityJobInput_BatchTransformInput_batchTransformInput_S3InputMode = null;
if (cmdletContext.BatchTransformInput_S3InputMode != null)
{
requestDataQualityJobInput_dataQualityJobInput_BatchTransformInput_batchTransformInput_S3InputMode = cmdletContext.BatchTransformInput_S3InputMode;
}
if (requestDataQualityJobInput_dataQualityJobInput_BatchTransformInput_batchTransformInput_S3InputMode != null)
{
requestDataQualityJobInput_dataQualityJobInput_BatchTransformInput.S3InputMode = requestDataQualityJobInput_dataQualityJobInput_BatchTransformInput_batchTransformInput_S3InputMode;
requestDataQualityJobInput_dataQualityJobInput_BatchTransformInputIsNull = false;
}
System.String requestDataQualityJobInput_dataQualityJobInput_BatchTransformInput_batchTransformInput_StartTimeOffset = null;
if (cmdletContext.BatchTransformInput_StartTimeOffset != null)
{
requestDataQualityJobInput_dataQualityJobInput_BatchTransformInput_batchTransformInput_StartTimeOffset = cmdletContext.BatchTransformInput_StartTimeOffset;
}
if (requestDataQualityJobInput_dataQualityJobInput_BatchTransformInput_batchTransformInput_StartTimeOffset != null)
{
requestDataQualityJobInput_dataQualityJobInput_BatchTransformInput.StartTimeOffset = requestDataQualityJobInput_dataQualityJobInput_BatchTransformInput_batchTransformInput_StartTimeOffset;
requestDataQualityJobInput_dataQualityJobInput_BatchTransformInputIsNull = false;
}
Amazon.SageMaker.Model.MonitoringDatasetFormat requestDataQualityJobInput_dataQualityJobInput_BatchTransformInput_dataQualityJobInput_BatchTransformInput_DatasetFormat = null;
// populate DatasetFormat
var requestDataQualityJobInput_dataQualityJobInput_BatchTransformInput_dataQualityJobInput_BatchTransformInput_DatasetFormatIsNull = true;
requestDataQualityJobInput_dataQualityJobInput_BatchTransformInput_dataQualityJobInput_BatchTransformInput_DatasetFormat = new Amazon.SageMaker.Model.MonitoringDatasetFormat();
Amazon.SageMaker.Model.MonitoringParquetDatasetFormat requestDataQualityJobInput_dataQualityJobInput_BatchTransformInput_dataQualityJobInput_BatchTransformInput_DatasetFormat_datasetFormat_Parquet = null;
if (cmdletContext.DatasetFormat_Parquet != null)
{
requestDataQualityJobInput_dataQualityJobInput_BatchTransformInput_dataQualityJobInput_BatchTransformInput_DatasetFormat_datasetFormat_Parquet = cmdletContext.DatasetFormat_Parquet;
}
if (requestDataQualityJobInput_dataQualityJobInput_BatchTransformInput_dataQualityJobInput_BatchTransformInput_DatasetFormat_datasetFormat_Parquet != null)
{
requestDataQualityJobInput_dataQualityJobInput_BatchTransformInput_dataQualityJobInput_BatchTransformInput_DatasetFormat.Parquet = requestDataQualityJobInput_dataQualityJobInput_BatchTransformInput_dataQualityJobInput_BatchTransformInput_DatasetFormat_datasetFormat_Parquet;
requestDataQualityJobInput_dataQualityJobInput_BatchTransformInput_dataQualityJobInput_BatchTransformInput_DatasetFormatIsNull = false;
}
Amazon.SageMaker.Model.MonitoringCsvDatasetFormat requestDataQualityJobInput_dataQualityJobInput_BatchTransformInput_dataQualityJobInput_BatchTransformInput_DatasetFormat_dataQualityJobInput_BatchTransformInput_DatasetFormat_Csv = null;
// populate Csv
var requestDataQualityJobInput_dataQualityJobInput_BatchTransformInput_dataQualityJobInput_BatchTransformInput_DatasetFormat_dataQualityJobInput_BatchTransformInput_DatasetFormat_CsvIsNull = true;
requestDataQualityJobInput_dataQualityJobInput_BatchTransformInput_dataQualityJobInput_BatchTransformInput_DatasetFormat_dataQualityJobInput_BatchTransformInput_DatasetFormat_Csv = new Amazon.SageMaker.Model.MonitoringCsvDatasetFormat();
System.Boolean? requestDataQualityJobInput_dataQualityJobInput_BatchTransformInput_dataQualityJobInput_BatchTransformInput_DatasetFormat_dataQualityJobInput_BatchTransformInput_DatasetFormat_Csv_csv_Header = null;
if (cmdletContext.Csv_Header != null)
{
requestDataQualityJobInput_dataQualityJobInput_BatchTransformInput_dataQualityJobInput_BatchTransformInput_DatasetFormat_dataQualityJobInput_BatchTransformInput_DatasetFormat_Csv_csv_Header = cmdletContext.Csv_Header.Value;
}
if (requestDataQualityJobInput_dataQualityJobInput_BatchTransformInput_dataQualityJobInput_BatchTransformInput_DatasetFormat_dataQualityJobInput_BatchTransformInput_DatasetFormat_Csv_csv_Header != null)
{
requestDataQualityJobInput_dataQualityJobInput_BatchTransformInput_dataQualityJobInput_BatchTransformInput_DatasetFormat_dataQualityJobInput_BatchTransformInput_DatasetFormat_Csv.Header = requestDataQualityJobInput_dataQualityJobInput_BatchTransformInput_dataQualityJobInput_BatchTransformInput_DatasetFormat_dataQualityJobInput_BatchTransformInput_DatasetFormat_Csv_csv_Header.Value;
requestDataQualityJobInput_dataQualityJobInput_BatchTransformInput_dataQualityJobInput_BatchTransformInput_DatasetFormat_dataQualityJobInput_BatchTransformInput_DatasetFormat_CsvIsNull = false;
}
// determine if requestDataQualityJobInput_dataQualityJobInput_BatchTransformInput_dataQualityJobInput_BatchTransformInput_DatasetFormat_dataQualityJobInput_BatchTransformInput_DatasetFormat_Csv should be set to null
if (requestDataQualityJobInput_dataQualityJobInput_BatchTransformInput_dataQualityJobInput_BatchTransformInput_DatasetFormat_dataQualityJobInput_BatchTransformInput_DatasetFormat_CsvIsNull)
{
requestDataQualityJobInput_dataQualityJobInput_BatchTransformInput_dataQualityJobInput_BatchTransformInput_DatasetFormat_dataQualityJobInput_BatchTransformInput_DatasetFormat_Csv = null;
}
if (requestDataQualityJobInput_dataQualityJobInput_BatchTransformInput_dataQualityJobInput_BatchTransformInput_DatasetFormat_dataQualityJobInput_BatchTransformInput_DatasetFormat_Csv != null)
{
requestDataQualityJobInput_dataQualityJobInput_BatchTransformInput_dataQualityJobInput_BatchTransformInput_DatasetFormat.Csv = requestDataQualityJobInput_dataQualityJobInput_BatchTransformInput_dataQualityJobInput_BatchTransformInput_DatasetFormat_dataQualityJobInput_BatchTransformInput_DatasetFormat_Csv;
requestDataQualityJobInput_dataQualityJobInput_BatchTransformInput_dataQualityJobInput_BatchTransformInput_DatasetFormatIsNull = false;
}
Amazon.SageMaker.Model.MonitoringJsonDatasetFormat requestDataQualityJobInput_dataQualityJobInput_BatchTransformInput_dataQualityJobInput_BatchTransformInput_DatasetFormat_dataQualityJobInput_BatchTransformInput_DatasetFormat_Json = null;
// populate Json
var requestDataQualityJobInput_dataQualityJobInput_BatchTransformInput_dataQualityJobInput_BatchTransformInput_DatasetFormat_dataQualityJobInput_BatchTransformInput_DatasetFormat_JsonIsNull = true;
requestDataQualityJobInput_dataQualityJobInput_BatchTransformInput_dataQualityJobInput_BatchTransformInput_DatasetFormat_dataQualityJobInput_BatchTransformInput_DatasetFormat_Json = new Amazon.SageMaker.Model.MonitoringJsonDatasetFormat();
System.Boolean? requestDataQualityJobInput_dataQualityJobInput_BatchTransformInput_dataQualityJobInput_BatchTransformInput_DatasetFormat_dataQualityJobInput_BatchTransformInput_DatasetFormat_Json_json_Line = null;
if (cmdletContext.Json_Line != null)
{
requestDataQualityJobInput_dataQualityJobInput_BatchTransformInput_dataQualityJobInput_BatchTransformInput_DatasetFormat_dataQualityJobInput_BatchTransformInput_DatasetFormat_Json_json_Line = cmdletContext.Json_Line.Value;
}
if (requestDataQualityJobInput_dataQualityJobInput_BatchTransformInput_dataQualityJobInput_BatchTransformInput_DatasetFormat_dataQualityJobInput_BatchTransformInput_DatasetFormat_Json_json_Line != null)
{
requestDataQualityJobInput_dataQualityJobInput_BatchTransformInput_dataQualityJobInput_BatchTransformInput_DatasetFormat_dataQualityJobInput_BatchTransformInput_DatasetFormat_Json.Line = requestDataQualityJobInput_dataQualityJobInput_BatchTransformInput_dataQualityJobInput_BatchTransformInput_DatasetFormat_dataQualityJobInput_BatchTransformInput_DatasetFormat_Json_json_Line.Value;
requestDataQualityJobInput_dataQualityJobInput_BatchTransformInput_dataQualityJobInput_BatchTransformInput_DatasetFormat_dataQualityJobInput_BatchTransformInput_DatasetFormat_JsonIsNull = false;
}
// determine if requestDataQualityJobInput_dataQualityJobInput_BatchTransformInput_dataQualityJobInput_BatchTransformInput_DatasetFormat_dataQualityJobInput_BatchTransformInput_DatasetFormat_Json should be set to null
if (requestDataQualityJobInput_dataQualityJobInput_BatchTransformInput_dataQualityJobInput_BatchTransformInput_DatasetFormat_dataQualityJobInput_BatchTransformInput_DatasetFormat_JsonIsNull)
{
requestDataQualityJobInput_dataQualityJobInput_BatchTransformInput_dataQualityJobInput_BatchTransformInput_DatasetFormat_dataQualityJobInput_BatchTransformInput_DatasetFormat_Json = null;
}
if (requestDataQualityJobInput_dataQualityJobInput_BatchTransformInput_dataQualityJobInput_BatchTransformInput_DatasetFormat_dataQualityJobInput_BatchTransformInput_DatasetFormat_Json != null)
{
requestDataQualityJobInput_dataQualityJobInput_BatchTransformInput_dataQualityJobInput_BatchTransformInput_DatasetFormat.Json = requestDataQualityJobInput_dataQualityJobInput_BatchTransformInput_dataQualityJobInput_BatchTransformInput_DatasetFormat_dataQualityJobInput_BatchTransformInput_DatasetFormat_Json;
requestDataQualityJobInput_dataQualityJobInput_BatchTransformInput_dataQualityJobInput_BatchTransformInput_DatasetFormatIsNull = false;
}
// determine if requestDataQualityJobInput_dataQualityJobInput_BatchTransformInput_dataQualityJobInput_BatchTransformInput_DatasetFormat should be set to null
if (requestDataQualityJobInput_dataQualityJobInput_BatchTransformInput_dataQualityJobInput_BatchTransformInput_DatasetFormatIsNull)
{
requestDataQualityJobInput_dataQualityJobInput_BatchTransformInput_dataQualityJobInput_BatchTransformInput_DatasetFormat = null;
}
if (requestDataQualityJobInput_dataQualityJobInput_BatchTransformInput_dataQualityJobInput_BatchTransformInput_DatasetFormat != null)
{
requestDataQualityJobInput_dataQualityJobInput_BatchTransformInput.DatasetFormat = requestDataQualityJobInput_dataQualityJobInput_BatchTransformInput_dataQualityJobInput_BatchTransformInput_DatasetFormat;
requestDataQualityJobInput_dataQualityJobInput_BatchTransformInputIsNull = false;
}
// determine if requestDataQualityJobInput_dataQualityJobInput_BatchTransformInput should be set to null
if (requestDataQualityJobInput_dataQualityJobInput_BatchTransformInputIsNull)
{
requestDataQualityJobInput_dataQualityJobInput_BatchTransformInput = null;
}
if (requestDataQualityJobInput_dataQualityJobInput_BatchTransformInput != null)
{
request.DataQualityJobInput.BatchTransformInput = requestDataQualityJobInput_dataQualityJobInput_BatchTransformInput;
requestDataQualityJobInputIsNull = false;
}
// determine if request.DataQualityJobInput should be set to null
if (requestDataQualityJobInputIsNull)
{
request.DataQualityJobInput = null;
}
// populate DataQualityJobOutputConfig
var requestDataQualityJobOutputConfigIsNull = true;
request.DataQualityJobOutputConfig = new Amazon.SageMaker.Model.MonitoringOutputConfig();
System.String requestDataQualityJobOutputConfig_dataQualityJobOutputConfig_KmsKeyId = null;
if (cmdletContext.DataQualityJobOutputConfig_KmsKeyId != null)
{
requestDataQualityJobOutputConfig_dataQualityJobOutputConfig_KmsKeyId = cmdletContext.DataQualityJobOutputConfig_KmsKeyId;
}
if (requestDataQualityJobOutputConfig_dataQualityJobOutputConfig_KmsKeyId != null)
{
request.DataQualityJobOutputConfig.KmsKeyId = requestDataQualityJobOutputConfig_dataQualityJobOutputConfig_KmsKeyId;
requestDataQualityJobOutputConfigIsNull = false;
}
List requestDataQualityJobOutputConfig_dataQualityJobOutputConfig_MonitoringOutput = null;
if (cmdletContext.DataQualityJobOutputConfig_MonitoringOutput != null)
{
requestDataQualityJobOutputConfig_dataQualityJobOutputConfig_MonitoringOutput = cmdletContext.DataQualityJobOutputConfig_MonitoringOutput;
}
if (requestDataQualityJobOutputConfig_dataQualityJobOutputConfig_MonitoringOutput != null)
{
request.DataQualityJobOutputConfig.MonitoringOutputs = requestDataQualityJobOutputConfig_dataQualityJobOutputConfig_MonitoringOutput;
requestDataQualityJobOutputConfigIsNull = false;
}
// determine if request.DataQualityJobOutputConfig should be set to null
if (requestDataQualityJobOutputConfigIsNull)
{
request.DataQualityJobOutputConfig = null;
}
if (cmdletContext.JobDefinitionName != null)
{
request.JobDefinitionName = cmdletContext.JobDefinitionName;
}
// populate JobResources
var requestJobResourcesIsNull = true;
request.JobResources = new Amazon.SageMaker.Model.MonitoringResources();
Amazon.SageMaker.Model.MonitoringClusterConfig requestJobResources_jobResources_ClusterConfig = null;
// populate ClusterConfig
var requestJobResources_jobResources_ClusterConfigIsNull = true;
requestJobResources_jobResources_ClusterConfig = new Amazon.SageMaker.Model.MonitoringClusterConfig();
System.Int32? requestJobResources_jobResources_ClusterConfig_clusterConfig_InstanceCount = null;
if (cmdletContext.ClusterConfig_InstanceCount != null)
{
requestJobResources_jobResources_ClusterConfig_clusterConfig_InstanceCount = cmdletContext.ClusterConfig_InstanceCount.Value;
}
if (requestJobResources_jobResources_ClusterConfig_clusterConfig_InstanceCount != null)
{
requestJobResources_jobResources_ClusterConfig.InstanceCount = requestJobResources_jobResources_ClusterConfig_clusterConfig_InstanceCount.Value;
requestJobResources_jobResources_ClusterConfigIsNull = false;
}
Amazon.SageMaker.ProcessingInstanceType requestJobResources_jobResources_ClusterConfig_clusterConfig_InstanceType = null;
if (cmdletContext.ClusterConfig_InstanceType != null)
{
requestJobResources_jobResources_ClusterConfig_clusterConfig_InstanceType = cmdletContext.ClusterConfig_InstanceType;
}
if (requestJobResources_jobResources_ClusterConfig_clusterConfig_InstanceType != null)
{
requestJobResources_jobResources_ClusterConfig.InstanceType = requestJobResources_jobResources_ClusterConfig_clusterConfig_InstanceType;
requestJobResources_jobResources_ClusterConfigIsNull = false;
}
System.String requestJobResources_jobResources_ClusterConfig_clusterConfig_VolumeKmsKeyId = null;
if (cmdletContext.ClusterConfig_VolumeKmsKeyId != null)
{
requestJobResources_jobResources_ClusterConfig_clusterConfig_VolumeKmsKeyId = cmdletContext.ClusterConfig_VolumeKmsKeyId;
}
if (requestJobResources_jobResources_ClusterConfig_clusterConfig_VolumeKmsKeyId != null)
{
requestJobResources_jobResources_ClusterConfig.VolumeKmsKeyId = requestJobResources_jobResources_ClusterConfig_clusterConfig_VolumeKmsKeyId;
requestJobResources_jobResources_ClusterConfigIsNull = false;
}
System.Int32? requestJobResources_jobResources_ClusterConfig_clusterConfig_VolumeSizeInGB = null;
if (cmdletContext.ClusterConfig_VolumeSizeInGB != null)
{
requestJobResources_jobResources_ClusterConfig_clusterConfig_VolumeSizeInGB = cmdletContext.ClusterConfig_VolumeSizeInGB.Value;
}
if (requestJobResources_jobResources_ClusterConfig_clusterConfig_VolumeSizeInGB != null)
{
requestJobResources_jobResources_ClusterConfig.VolumeSizeInGB = requestJobResources_jobResources_ClusterConfig_clusterConfig_VolumeSizeInGB.Value;
requestJobResources_jobResources_ClusterConfigIsNull = false;
}
// determine if requestJobResources_jobResources_ClusterConfig should be set to null
if (requestJobResources_jobResources_ClusterConfigIsNull)
{
requestJobResources_jobResources_ClusterConfig = null;
}
if (requestJobResources_jobResources_ClusterConfig != null)
{
request.JobResources.ClusterConfig = requestJobResources_jobResources_ClusterConfig;
requestJobResourcesIsNull = false;
}
// determine if request.JobResources should be set to null
if (requestJobResourcesIsNull)
{
request.JobResources = null;
}
// populate NetworkConfig
var requestNetworkConfigIsNull = true;
request.NetworkConfig = new Amazon.SageMaker.Model.MonitoringNetworkConfig();
System.Boolean? requestNetworkConfig_networkConfig_EnableInterContainerTrafficEncryption = null;
if (cmdletContext.NetworkConfig_EnableInterContainerTrafficEncryption != null)
{
requestNetworkConfig_networkConfig_EnableInterContainerTrafficEncryption = cmdletContext.NetworkConfig_EnableInterContainerTrafficEncryption.Value;
}
if (requestNetworkConfig_networkConfig_EnableInterContainerTrafficEncryption != null)
{
request.NetworkConfig.EnableInterContainerTrafficEncryption = requestNetworkConfig_networkConfig_EnableInterContainerTrafficEncryption.Value;
requestNetworkConfigIsNull = false;
}
System.Boolean? requestNetworkConfig_networkConfig_EnableNetworkIsolation = null;
if (cmdletContext.NetworkConfig_EnableNetworkIsolation != null)
{
requestNetworkConfig_networkConfig_EnableNetworkIsolation = cmdletContext.NetworkConfig_EnableNetworkIsolation.Value;
}
if (requestNetworkConfig_networkConfig_EnableNetworkIsolation != null)
{
request.NetworkConfig.EnableNetworkIsolation = requestNetworkConfig_networkConfig_EnableNetworkIsolation.Value;
requestNetworkConfigIsNull = false;
}
Amazon.SageMaker.Model.VpcConfig requestNetworkConfig_networkConfig_VpcConfig = null;
// populate VpcConfig
var requestNetworkConfig_networkConfig_VpcConfigIsNull = true;
requestNetworkConfig_networkConfig_VpcConfig = new Amazon.SageMaker.Model.VpcConfig();
List requestNetworkConfig_networkConfig_VpcConfig_vpcConfig_SecurityGroupId = null;
if (cmdletContext.VpcConfig_SecurityGroupId != null)
{
requestNetworkConfig_networkConfig_VpcConfig_vpcConfig_SecurityGroupId = cmdletContext.VpcConfig_SecurityGroupId;
}
if (requestNetworkConfig_networkConfig_VpcConfig_vpcConfig_SecurityGroupId != null)
{
requestNetworkConfig_networkConfig_VpcConfig.SecurityGroupIds = requestNetworkConfig_networkConfig_VpcConfig_vpcConfig_SecurityGroupId;
requestNetworkConfig_networkConfig_VpcConfigIsNull = false;
}
List requestNetworkConfig_networkConfig_VpcConfig_vpcConfig_Subnet = null;
if (cmdletContext.VpcConfig_Subnet != null)
{
requestNetworkConfig_networkConfig_VpcConfig_vpcConfig_Subnet = cmdletContext.VpcConfig_Subnet;
}
if (requestNetworkConfig_networkConfig_VpcConfig_vpcConfig_Subnet != null)
{
requestNetworkConfig_networkConfig_VpcConfig.Subnets = requestNetworkConfig_networkConfig_VpcConfig_vpcConfig_Subnet;
requestNetworkConfig_networkConfig_VpcConfigIsNull = false;
}
// determine if requestNetworkConfig_networkConfig_VpcConfig should be set to null
if (requestNetworkConfig_networkConfig_VpcConfigIsNull)
{
requestNetworkConfig_networkConfig_VpcConfig = null;
}
if (requestNetworkConfig_networkConfig_VpcConfig != null)
{
request.NetworkConfig.VpcConfig = requestNetworkConfig_networkConfig_VpcConfig;
requestNetworkConfigIsNull = false;
}
// determine if request.NetworkConfig should be set to null
if (requestNetworkConfigIsNull)
{
request.NetworkConfig = null;
}
if (cmdletContext.RoleArn != null)
{
request.RoleArn = cmdletContext.RoleArn;
}
// populate StoppingCondition
var requestStoppingConditionIsNull = true;
request.StoppingCondition = new Amazon.SageMaker.Model.MonitoringStoppingCondition();
System.Int32? requestStoppingCondition_stoppingCondition_MaxRuntimeInSecond = null;
if (cmdletContext.StoppingCondition_MaxRuntimeInSecond != null)
{
requestStoppingCondition_stoppingCondition_MaxRuntimeInSecond = cmdletContext.StoppingCondition_MaxRuntimeInSecond.Value;
}
if (requestStoppingCondition_stoppingCondition_MaxRuntimeInSecond != null)
{
request.StoppingCondition.MaxRuntimeInSeconds = requestStoppingCondition_stoppingCondition_MaxRuntimeInSecond.Value;
requestStoppingConditionIsNull = false;
}
// determine if request.StoppingCondition should be set to null
if (requestStoppingConditionIsNull)
{
request.StoppingCondition = null;
}
if (cmdletContext.Tag != null)
{
request.Tags = cmdletContext.Tag;
}
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.SageMaker.Model.CreateDataQualityJobDefinitionResponse CallAWSServiceOperation(IAmazonSageMaker client, Amazon.SageMaker.Model.CreateDataQualityJobDefinitionRequest request)
{
Utils.Common.WriteVerboseEndpointMessage(this, client.Config, "Amazon SageMaker Service", "CreateDataQualityJobDefinition");
try
{
#if DESKTOP
return client.CreateDataQualityJobDefinition(request);
#elif CORECLR
return client.CreateDataQualityJobDefinitionAsync(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 List DataQualityAppSpecification_ContainerArgument { get; set; }
public List DataQualityAppSpecification_ContainerEntrypoint { get; set; }
public Dictionary DataQualityAppSpecification_Environment { get; set; }
public System.String DataQualityAppSpecification_ImageUri { get; set; }
public System.String DataQualityAppSpecification_PostAnalyticsProcessorSourceUri { get; set; }
public System.String DataQualityAppSpecification_RecordPreprocessorSourceUri { get; set; }
public System.String DataQualityBaselineConfig_BaseliningJobName { get; set; }
public System.String ConstraintsResource_S3Uri { get; set; }
public System.String StatisticsResource_S3Uri { get; set; }
public System.String BatchTransformInput_DataCapturedDestinationS3Uri { get; set; }
public System.Boolean? Csv_Header { get; set; }
public System.Boolean? Json_Line { get; set; }
public Amazon.SageMaker.Model.MonitoringParquetDatasetFormat DatasetFormat_Parquet { get; set; }
public System.String BatchTransformInput_EndTimeOffset { get; set; }
public System.String BatchTransformInput_FeaturesAttribute { get; set; }
public System.String BatchTransformInput_InferenceAttribute { get; set; }
public System.String BatchTransformInput_LocalPath { get; set; }
public System.String BatchTransformInput_ProbabilityAttribute { get; set; }
public System.Double? BatchTransformInput_ProbabilityThresholdAttribute { get; set; }
public Amazon.SageMaker.ProcessingS3DataDistributionType BatchTransformInput_S3DataDistributionType { get; set; }
public Amazon.SageMaker.ProcessingS3InputMode BatchTransformInput_S3InputMode { get; set; }
public System.String BatchTransformInput_StartTimeOffset { get; set; }
public System.String EndpointInput_EndpointName { get; set; }
public System.String EndpointInput_EndTimeOffset { get; set; }
public System.String EndpointInput_FeaturesAttribute { get; set; }
public System.String EndpointInput_InferenceAttribute { get; set; }
public System.String EndpointInput_LocalPath { get; set; }
public System.String EndpointInput_ProbabilityAttribute { get; set; }
public System.Double? EndpointInput_ProbabilityThresholdAttribute { get; set; }
public Amazon.SageMaker.ProcessingS3DataDistributionType EndpointInput_S3DataDistributionType { get; set; }
public Amazon.SageMaker.ProcessingS3InputMode EndpointInput_S3InputMode { get; set; }
public System.String EndpointInput_StartTimeOffset { get; set; }
public System.String DataQualityJobOutputConfig_KmsKeyId { get; set; }
public List DataQualityJobOutputConfig_MonitoringOutput { get; set; }
public System.String JobDefinitionName { get; set; }
public System.Int32? ClusterConfig_InstanceCount { get; set; }
public Amazon.SageMaker.ProcessingInstanceType ClusterConfig_InstanceType { get; set; }
public System.String ClusterConfig_VolumeKmsKeyId { get; set; }
public System.Int32? ClusterConfig_VolumeSizeInGB { get; set; }
public System.Boolean? NetworkConfig_EnableInterContainerTrafficEncryption { get; set; }
public System.Boolean? NetworkConfig_EnableNetworkIsolation { get; set; }
public List VpcConfig_SecurityGroupId { get; set; }
public List VpcConfig_Subnet { get; set; }
public System.String RoleArn { get; set; }
public System.Int32? StoppingCondition_MaxRuntimeInSecond { get; set; }
public List Tag { get; set; }
public System.Func Select { get; set; } =
(response, cmdlet) => response.JobDefinitionArn;
}
}
}