AWS Tools for Windows PowerShell
Command Reference

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Synopsis

Calls the Amazon Lookout for Vision CreateDataset API operation.

Syntax

New-LFVDataset
-S3Object_Bucket <String>
-DatasetType <String>
-S3Object_Key <String>
-ProjectName <String>
-S3Object_VersionId <String>
-ClientToken <String>
-Select <String>
-Force <SwitchParameter>
-ClientConfig <AmazonLookoutforVisionConfig>

Description

Creates a new dataset in an Amazon Lookout for Vision project. CreateDataset can create a training or a test dataset from a valid dataset source (DatasetSource). If you want a single dataset project, specify train for the value of DatasetType. To have a project with separate training and test datasets, call CreateDataset twice. On the first call, specify train for the value of DatasetType. On the second call, specify test for the value of DatasetType. This operation requires permissions to perform the lookoutvision:CreateDataset operation.

Parameters

-ClientConfig <AmazonLookoutforVisionConfig>
Amazon.PowerShell.Cmdlets.LFV.AmazonLookoutforVisionClientCmdlet.ClientConfig
Required?False
Position?Named
Accept pipeline input?True (ByPropertyName)
-ClientToken <String>
ClientToken is an idempotency token that ensures a call to CreateDataset completes only once. You choose the value to pass. For example, An issue might prevent you from getting a response from CreateDataset. In this case, safely retry your call to CreateDataset by using the same ClientToken parameter value.If you don't supply a value for ClientToken, the AWS SDK you are using inserts a value for you. This prevents retries after a network error from making multiple dataset creation requests. You'll need to provide your own value for other use cases.An error occurs if the other input parameters are not the same as in the first request. Using a different value for ClientToken is considered a new call to CreateDataset. An idempotency token is active for 8 hours.
Required?False
Position?Named
Accept pipeline input?True (ByPropertyName)
-DatasetType <String>
The type of the dataset. Specify train for a training dataset. Specify test for a test dataset.
Required?True
Position?Named
Accept pipeline input?True (ByPropertyName)
-Force <SwitchParameter>
This parameter overrides confirmation prompts to force the cmdlet to continue its operation. This parameter should always be used with caution.
Required?False
Position?Named
Accept pipeline input?True (ByPropertyName)
-ProjectName <String>
The name of the project in which you want to create a dataset.
Required?True
Position?Named
Accept pipeline input?True (ByPropertyName)
-S3Object_Bucket <String>
The Amazon S3 bucket that contains the manifest.
Required?False
Position?Named
Accept pipeline input?True (ByPropertyName)
AliasesDatasetSource_GroundTruthManifest_S3Object_Bucket
-S3Object_Key <String>
The name and location of the manifest file withiin the bucket.
Required?False
Position?Named
Accept pipeline input?True (ByPropertyName)
AliasesDatasetSource_GroundTruthManifest_S3Object_Key
-S3Object_VersionId <String>
The version ID of the bucket.
Required?False
Position?Named
Accept pipeline input?True (ByPropertyName)
AliasesDatasetSource_GroundTruthManifest_S3Object_VersionId
-Select <String>
Use the -Select parameter to control the cmdlet output. The default value is 'DatasetMetadata'. Specifying -Select '*' will result in the cmdlet returning the whole service response (Amazon.LookoutforVision.Model.CreateDatasetResponse). Specifying the name of a property of type Amazon.LookoutforVision.Model.CreateDatasetResponse will result in that property being returned. Specifying -Select '^ParameterName' will result in the cmdlet returning the selected cmdlet parameter value.
Required?False
Position?Named
Accept pipeline input?True (ByPropertyName)

Common Credential and Region Parameters

-AccessKey <String>
The AWS access key for the user account. This can be a temporary access key if the corresponding session token is supplied to the -SessionToken parameter.
Required?False
Position?Named
Accept pipeline input?True (ByPropertyName)
AliasesAK
-Credential <AWSCredentials>
An AWSCredentials object instance containing access and secret key information, and optionally a token for session-based credentials.
Required?False
Position?Named
Accept pipeline input?True (ByValue, ByPropertyName)
-EndpointUrl <String>
The endpoint to make the call against.Note: This parameter is primarily for internal AWS use and is not required/should not be specified for normal usage. The cmdlets normally determine which endpoint to call based on the region specified to the -Region parameter or set as default in the shell (via Set-DefaultAWSRegion). Only specify this parameter if you must direct the call to a specific custom endpoint.
Required?False
Position?Named
Accept pipeline input?True (ByPropertyName)
-NetworkCredential <PSCredential>
Used with SAML-based authentication when ProfileName references a SAML role profile. Contains the network credentials to be supplied during authentication with the configured identity provider's endpoint. This parameter is not required if the user's default network identity can or should be used during authentication.
Required?False
Position?Named
Accept pipeline input?True (ByValue, ByPropertyName)
-ProfileLocation <String>
Used to specify the name and location of the ini-format credential file (shared with the AWS CLI and other AWS SDKs)If this optional parameter is omitted this cmdlet will search the encrypted credential file used by the AWS SDK for .NET and AWS Toolkit for Visual Studio first. If the profile is not found then the cmdlet will search in the ini-format credential file at the default location: (user's home directory)\.aws\credentials.If this parameter is specified then this cmdlet will only search the ini-format credential file at the location given.As the current folder can vary in a shell or during script execution it is advised that you use specify a fully qualified path instead of a relative path.
Required?False
Position?Named
Accept pipeline input?True (ByPropertyName)
AliasesAWSProfilesLocation, ProfilesLocation
-ProfileName <String>
The user-defined name of an AWS credentials or SAML-based role profile containing credential information. The profile is expected to be found in the secure credential file shared with the AWS SDK for .NET and AWS Toolkit for Visual Studio. You can also specify the name of a profile stored in the .ini-format credential file used with the AWS CLI and other AWS SDKs.
Required?False
Position?Named
Accept pipeline input?True (ByPropertyName)
AliasesStoredCredentials, AWSProfileName
-Region <Object>
The system name of an AWS region or an AWSRegion instance. This governs the endpoint that will be used when calling service operations. Note that the AWS resources referenced in a call are usually region-specific.
Required?False
Position?Named
Accept pipeline input?True (ByPropertyName)
AliasesRegionToCall
-SecretKey <String>
The AWS secret key for the user account. This can be a temporary secret key if the corresponding session token is supplied to the -SessionToken parameter.
Required?False
Position?Named
Accept pipeline input?True (ByPropertyName)
AliasesSK, SecretAccessKey
-SessionToken <String>
The session token if the access and secret keys are temporary session-based credentials.
Required?False
Position?Named
Accept pipeline input?True (ByPropertyName)
AliasesST

Outputs

Amazon.LookoutforVision.Model.DatasetMetadata or Amazon.LookoutforVision.Model.CreateDatasetResponse
This cmdlet returns an Amazon.LookoutforVision.Model.DatasetMetadata object. The service call response (type Amazon.LookoutforVision.Model.CreateDatasetResponse) can also be referenced from properties attached to the cmdlet entry in the $AWSHistory stack.
AWS Tools for PowerShell User Guide

Supported Version

AWS Tools for PowerShell: 2.x.y.z