AWS.Tools.SageMakerFeatureStoreRuntime.dll-Help.xml
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<helpItems schema="maml"><command xmlns:maml="http://schemas.microsoft.com/maml/2004/10" xmlns:command="http://schemas.microsoft.com/maml/dev/command/2004/10" xmlns:dev="http://schemas.microsoft.com/maml/dev/2004/10"><details><name>Get-SMFSRecord</name><description><para>Calls the Amazon SageMaker Feature Store Runtime GetRecord API operation.</para></description><verb>Get</verb><noun>SMFSRecord</noun><copyright><para>&copy; Copyright 2012 - 2024 Amazon.com, Inc.or its affiliates.All Rights Reserved.</para></copyright></details><description><para>Use for <c>OnlineStore</c> serving from a <c>FeatureStore</c>. Only the latest records stored in the <c>OnlineStore</c> can be retrieved. If no Record with <c>RecordIdentifierValue</c> is found, then an empty result is returned. </para></description><syntax><syntaxItem><name>Get-SMFSRecord</name><parameter required="False" variableLength="false" globbing="false" pipelineInput="True (ByPropertyName)" position="Named"><name>ExpirationTimeResponse</name><description><para>Parameter to request <c>ExpiresAt</c> in response. If <c>Enabled</c>, <c>GetRecord</c> will return the value of <c>ExpiresAt</c>, if it is not null. If <c>Disabled</c> and null, <c>GetRecord</c> will return null. </para></description><parameterValue required="true" variableLength="false">Amazon.SageMakerFeatureStoreRuntime.ExpirationTimeResponse</parameterValue></parameter><parameter required="True" variableLength="false" globbing="false" pipelineInput="True (ByPropertyName)" position="Named"><name>FeatureGroupName</name><description><para>The name or Amazon Resource Name (ARN) of the feature group from which you want to retrieve a record. </para></description><parameterValue required="true" variableLength="false">System.String</parameterValue></parameter><parameter required="False" variableLength="false" globbing="false" pipelineInput="True (ByPropertyName)" position="Named"><name>FeatureName</name><description><para>List of names of Features to be retrieved. If not specified, the latest value for all the Features are returned. </para></description><parameterValue required="true" variableLength="false">System.String[]</parameterValue></parameter><parameter required="True" variableLength="false" globbing="false" pipelineInput="True (ByPropertyName)" position="Named"><name>RecordIdentifierValueAsString</name><description><para>The value that corresponds to <c>RecordIdentifier</c> type and uniquely identifies the record in the <c>FeatureGroup</c>. </para></description><parameterValue required="true" variableLength="false">System.String</parameterValue></parameter><parameter required="False" variableLength="false" globbing="false" pipelineInput="True (ByPropertyName)" position="Named"><name>Select</name><description><para>Use the -Select parameter to control the cmdlet output. The default value is 'Record'. Specifying -Select '*' will result in the cmdlet returning the whole service response (Amazon.SageMakerFeatureStoreRuntime.Model.GetRecordResponse). Specifying the name of a property of type Amazon.SageMakerFeatureStoreRuntime.Model.GetRecordResponse will result in that property being returned. Specifying -Select '^ParameterName' will result in the cmdlet returning the selected cmdlet parameter value. </para></description><parameterValue required="true" variableLength="false">System.String</parameterValue></parameter><parameter required="False" variableLength="false" globbing="false" pipelineInput="True (ByPropertyName)" position="Named"><name>ClientConfig</name><description><para>Amazon.PowerShell.Cmdlets.SMFS.AmazonSageMakerFeatureStoreRuntimeClientCmdlet.ClientConfig </para></description><parameterValue required="true" variableLength="false">Amazon.SageMakerFeatureStoreRuntime.AmazonSageMakerFeatureStoreRuntimeConfig</parameterValue></parameter><parameter required="False" variableLength="false" globbing="false" pipelineInput="True (ByPropertyName)" position="Named"><name>EndpointUrl</name><description><para>The endpoint to make the call against.
<b>Note:</b> 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. </para></description><parameterValue required="true" variableLength="false">System.String</parameterValue></parameter><parameter required="False" variableLength="false" globbing="false" pipelineInput="True (ByPropertyName)" position="Named"><name>Region</name><description><para>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. </para></description><parameterValue required="true" variableLength="false">System.Object</parameterValue></parameter><parameter required="False" variableLength="false" globbing="false" pipelineInput="True (ByPropertyName)" position="Named"><name>AccessKey</name><description><para>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. </para></description><parameterValue required="true" variableLength="false">System.String</parameterValue></parameter><parameter required="False" variableLength="false" globbing="false" pipelineInput="True (ByPropertyName)" position="Named"><name>SecretKey</name><description><para>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. </para></description><parameterValue required="true" variableLength="false">System.String</parameterValue></parameter><parameter required="False" variableLength="false" globbing="false" pipelineInput="True (ByPropertyName)" position="Named"><name>SessionToken</name><description><para>The session token if the access and secret keys are temporary session-based credentials. </para></description><parameterValue required="true" variableLength="false">System.String</parameterValue></parameter><parameter required="False" variableLength="false" globbing="false" pipelineInput="True (ByPropertyName)" position="Named"><name>ProfileName</name><description><para>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. </para></description><parameterValue required="true" variableLength="false">System.String</parameterValue></parameter><parameter required="False" variableLength="false" globbing="false" pipelineInput="True (ByPropertyName)" position="Named"><name>ProfileLocation</name><description><para>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. </para></description><parameterValue required="true" variableLength="false">System.String</parameterValue></parameter><parameter required="False" variableLength="false" globbing="false" pipelineInput="True (ByValue, ByPropertyName)" position="Named"><name>Credential</name><description><para>An AWSCredentials object instance containing access and secret key information, and optionally a token for session-based credentials. </para></description><parameterValue required="true" variableLength="false">Amazon.Runtime.AWSCredentials</parameterValue></parameter><parameter required="False" variableLength="false" globbing="false" pipelineInput="True (ByValue, ByPropertyName)" position="Named"><name>NetworkCredential</name><description><para>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. </para></description><parameterValue required="true" variableLength="false">System.Management.Automation.PSCredential</parameterValue></parameter></syntaxItem></syntax><parameters><parameter required="False" variableLength="false" globbing="false" pipelineInput="True (ByPropertyName)" position="Named"><name>AccessKey</name><description><para>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. </para></description><parameterValue required="true" variableLength="false">System.String</parameterValue><type><name>System.String</name><uri /></type><defaultValue>None</defaultValue></parameter><parameter required="False" variableLength="false" globbing="false" pipelineInput="True (ByPropertyName)" position="Named"><name>ClientConfig</name><description><para>Amazon.PowerShell.Cmdlets.SMFS.AmazonSageMakerFeatureStoreRuntimeClientCmdlet.ClientConfig </para></description><parameterValue required="true" variableLength="false">Amazon.SageMakerFeatureStoreRuntime.AmazonSageMakerFeatureStoreRuntimeConfig</parameterValue><type><name>Amazon.SageMakerFeatureStoreRuntime.AmazonSageMakerFeatureStoreRuntimeConfig</name><uri /></type><defaultValue>None</defaultValue></parameter><parameter required="False" variableLength="false" globbing="false" pipelineInput="True (ByValue, ByPropertyName)" position="Named"><name>Credential</name><description><para>An AWSCredentials object instance containing access and secret key information, and optionally a token for session-based credentials. </para></description><parameterValue required="true" variableLength="false">Amazon.Runtime.AWSCredentials</parameterValue><type><name>Amazon.Runtime.AWSCredentials</name><uri /></type><defaultValue>None</defaultValue></parameter><parameter required="False" variableLength="false" globbing="false" pipelineInput="True (ByPropertyName)" position="Named"><name>EndpointUrl</name><description><para>The endpoint to make the call against. <b>Note:</b> 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. </para></description><parameterValue required="true" variableLength="false">System.String</parameterValue><type><name>System.String</name><uri /></type><defaultValue>None</defaultValue></parameter><parameter required="False" variableLength="false" globbing="false" pipelineInput="True (ByPropertyName)" position="Named"><name>ExpirationTimeResponse</name><description><para>Parameter to request <c>ExpiresAt</c> in response. If <c>Enabled</c>, <c>GetRecord</c> will return the value of <c>ExpiresAt</c>, if it is not null. If <c>Disabled</c> and null, <c>GetRecord</c> will return null. </para></description><parameterValue required="true" variableLength="false">Amazon.SageMakerFeatureStoreRuntime.ExpirationTimeResponse</parameterValue><type><name>Amazon.SageMakerFeatureStoreRuntime.ExpirationTimeResponse</name><uri /></type><defaultValue>None</defaultValue></parameter><parameter required="True" variableLength="false" globbing="false" pipelineInput="True (ByPropertyName)" position="Named"><name>FeatureGroupName</name><description><para>The name or Amazon Resource Name (ARN) of the feature group from which you want to retrieve a record. </para></description><parameterValue required="true" variableLength="false">System.String</parameterValue><type><name>System.String</name><uri /></type><defaultValue>None</defaultValue></parameter><parameter required="False" variableLength="false" globbing="false" pipelineInput="True (ByPropertyName)" position="Named"><name>FeatureName</name><description><para>List of names of Features to be retrieved. If not specified, the latest value for all the Features are returned. </para></description><parameterValue required="true" variableLength="false">System.String[]</parameterValue><type><name>System.String[]</name><uri /></type><defaultValue>None</defaultValue></parameter><parameter required="False" variableLength="false" globbing="false" pipelineInput="True (ByValue, ByPropertyName)" position="Named"><name>NetworkCredential</name><description><para>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. </para></description><parameterValue required="true" variableLength="false">System.Management.Automation.PSCredential</parameterValue><type><name>System.Management.Automation.PSCredential</name><uri /></type><defaultValue>None</defaultValue></parameter><parameter required="False" variableLength="false" globbing="false" pipelineInput="True (ByPropertyName)" position="Named"><name>ProfileLocation</name><description><para>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. </para></description><parameterValue required="true" variableLength="false">System.String</parameterValue><type><name>System.String</name><uri /></type><defaultValue>None</defaultValue></parameter><parameter required="False" variableLength="false" globbing="false" pipelineInput="True (ByPropertyName)" position="Named"><name>ProfileName</name><description><para>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. </para></description><parameterValue required="true" variableLength="false">System.String</parameterValue><type><name>System.String</name><uri /></type><defaultValue>None</defaultValue></parameter><parameter required="True" variableLength="false" globbing="false" pipelineInput="True (ByPropertyName)" position="Named"><name>RecordIdentifierValueAsString</name><description><para>The value that corresponds to <c>RecordIdentifier</c> type and uniquely identifies the record in the <c>FeatureGroup</c>. </para></description><parameterValue required="true" variableLength="false">System.String</parameterValue><type><name>System.String</name><uri /></type><defaultValue>None</defaultValue></parameter><parameter required="False" variableLength="false" globbing="false" pipelineInput="True (ByPropertyName)" position="Named"><name>Region</name><description><para>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. </para></description><parameterValue required="true" variableLength="false">System.Object</parameterValue><type><name>System.Object</name><uri /></type><defaultValue>None</defaultValue></parameter><parameter required="False" variableLength="false" globbing="false" pipelineInput="True (ByPropertyName)" position="Named"><name>SecretKey</name><description><para>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. </para></description><parameterValue required="true" variableLength="false">System.String</parameterValue><type><name>System.String</name><uri /></type><defaultValue>None</defaultValue></parameter><parameter required="False" variableLength="false" globbing="false" pipelineInput="True (ByPropertyName)" position="Named"><name>Select</name><description><para>Use the -Select parameter to control the cmdlet output. The default value is 'Record'. Specifying -Select '*' will result in the cmdlet returning the whole service response (Amazon.SageMakerFeatureStoreRuntime.Model.GetRecordResponse). Specifying the name of a property of type Amazon.SageMakerFeatureStoreRuntime.Model.GetRecordResponse will result in that property being returned. Specifying -Select '^ParameterName' will result in the cmdlet returning the selected cmdlet parameter value. </para></description><parameterValue required="true" variableLength="false">System.String</parameterValue><type><name>System.String</name><uri /></type><defaultValue>None</defaultValue></parameter><parameter required="False" variableLength="false" globbing="false" pipelineInput="True (ByPropertyName)" position="Named"><name>SessionToken</name><description><para>The session token if the access and secret keys are temporary session-based credentials. </para></description><parameterValue required="true" variableLength="false">System.String</parameterValue><type><name>System.String</name><uri /></type><defaultValue>None</defaultValue></parameter></parameters><returnValues><returnValue><type><name>Amazon.SageMakerFeatureStoreRuntime.Model.FeatureValue or Amazon.SageMakerFeatureStoreRuntime.Model.GetRecordResponse</name><uri /><description /></type><description><para>This cmdlet returns a collection of Amazon.SageMakerFeatureStoreRuntime.Model.FeatureValue objects. The service call response (type Amazon.SageMakerFeatureStoreRuntime.Model.GetRecordResponse) can also be referenced from properties attached to the cmdlet entry in the $AWSHistory stack.</para></description></returnValue></returnValues><relatedLinks><navigationLink><linkText>Online version:</linkText><uri>http://docs.aws.amazon.com/powershell/latest/reference/index.html?page=Get-SMFSRecord.html&tocid=Get-SMFSRecord</uri></navigationLink><navigationLink><linkText>Common credential and region parameters: </linkText><uri>http://docs.aws.amazon.com/powershell/latest/reference/items/pstoolsref-commonparams.html</uri></navigationLink></relatedLinks></command><command xmlns:maml="http://schemas.microsoft.com/maml/2004/10" xmlns:command="http://schemas.microsoft.com/maml/dev/command/2004/10" xmlns:dev="http://schemas.microsoft.com/maml/dev/2004/10"><details><name>Remove-SMFSRecord</name><description><para>Calls the Amazon SageMaker Feature Store Runtime DeleteRecord API operation.</para></description><verb>Remove</verb><noun>SMFSRecord</noun><copyright><para>&copy; Copyright 2012 - 2024 Amazon.com, Inc.or its affiliates.All Rights Reserved.</para></copyright></details><description><para>Deletes a <c>Record</c> from a <c>FeatureGroup</c> in the <c>OnlineStore</c>. Feature Store supports both <c>SoftDelete</c> and <c>HardDelete</c>. For <c>SoftDelete</c> (default), feature columns are set to <c>null</c> and the record is no longer retrievable by <c>GetRecord</c> or <c>BatchGetRecord</c>. For <c>HardDelete</c>, the complete <c>Record</c> is removed from the <c>OnlineStore</c>. In both cases, Feature Store appends the deleted record marker to the <c>OfflineStore</c>. The deleted record marker is a record with the same <c>RecordIdentifer</c> as the original, but with <c>is_deleted</c> value set to <c>True</c>, <c>EventTime</c> set to the delete input <c>EventTime</c>, and other feature values set to <c>null</c>. Note that the <c>EventTime</c> specified in <c>DeleteRecord</c> should be set later than the <c>EventTime</c> of the existing record in the <c>OnlineStore</c> for that <c>RecordIdentifer</c>. If it is not, the deletion does not occur: - For <c>SoftDelete</c>, the existing (not deleted) record remains in the <c>OnlineStore</c>, though the delete record marker is still written to the <c>OfflineStore</c>. - <c>HardDelete</c> returns <c>EventTime</c>: <c>400 ValidationException</c> to indicate that the delete operation failed. No delete record marker is written to the <c>OfflineStore</c>. When a record is deleted from the <c>OnlineStore</c>, the deleted record marker is appended to the <c>OfflineStore</c>. If you have the Iceberg table format enabled for your <c>OfflineStore</c>, you can remove all history of a record from the <c>OfflineStore</c> using Amazon Athena or Apache Spark. For information on how to hard delete a record from the <c>OfflineStore</c> with the Iceberg table format enabled, see <a href="https://docs.aws.amazon.com/sagemaker/latest/dg/feature-store-delete-records-offline-store.html#feature-store-delete-records-offline-store">Delete records from the offline store</a>. </para></description><syntax><syntaxItem><name>Remove-SMFSRecord</name><parameter required="False" variableLength="false" globbing="false" pipelineInput="True (ByPropertyName)" position="Named"><name>DeletionMode</name><description><para>The name of the deletion mode for deleting the record. By default, the deletion mode is set to <c>SoftDelete</c>. </para></description><parameterValue required="true" variableLength="false">Amazon.SageMakerFeatureStoreRuntime.DeletionMode</parameterValue></parameter><parameter required="True" variableLength="false" globbing="false" pipelineInput="True (ByPropertyName)" position="Named"><name>EventTime</name><description><para>Timestamp indicating when the deletion event occurred. <c>EventTime</c> can be used to query data at a certain point in time. </para></description><parameterValue required="true" variableLength="false">System.String</parameterValue></parameter><parameter required="True" variableLength="false" globbing="false" pipelineInput="True (ByPropertyName)" position="Named"><name>FeatureGroupName</name><description><para>The name or Amazon Resource Name (ARN) of the feature group to delete the record from. </para></description><parameterValue required="true" variableLength="false">System.String</parameterValue></parameter><parameter required="True" variableLength="false" globbing="false" pipelineInput="True (ByPropertyName)" position="Named"><name>RecordIdentifierValueAsString</name><description><para>The value for the <c>RecordIdentifier</c> that uniquely identifies the record, in string format. </para></description><parameterValue required="true" variableLength="false">System.String</parameterValue></parameter><parameter required="False" variableLength="false" globbing="false" pipelineInput="True (ByPropertyName)" position="Named"><name>TargetStore</name><description><para>A list of stores from which you're deleting the record. By default, Feature Store deletes the record from all of the stores that you're using for the <c>FeatureGroup</c>. </para></description><parameterValue required="true" variableLength="false">System.String[]</parameterValue></parameter><parameter required="False" variableLength="false" globbing="false" pipelineInput="True (ByPropertyName)" position="Named"><name>Select</name><description><para>Use the -Select parameter to control the cmdlet output. The cmdlet doesn't have a return value by default. Specifying -Select '*' will result in the cmdlet returning the whole service response (Amazon.SageMakerFeatureStoreRuntime.Model.DeleteRecordResponse). Specifying -Select '^ParameterName' will result in the cmdlet returning the selected cmdlet parameter value. </para></description><parameterValue required="true" variableLength="false">System.String</parameterValue></parameter><parameter required="False" variableLength="false" globbing="false" pipelineInput="True (ByPropertyName)" position="Named"><name>Force</name><description><para>This parameter overrides confirmation prompts to force the cmdlet to continue its operation. This parameter should always be used with caution. </para></description><parameterValue required="true" variableLength="false">System.Management.Automation.SwitchParameter</parameterValue></parameter><parameter required="False" variableLength="false" globbing="false" pipelineInput="True (ByPropertyName)" position="Named"><name>ClientConfig</name><description><para>Amazon.PowerShell.Cmdlets.SMFS.AmazonSageMakerFeatureStoreRuntimeClientCmdlet.ClientConfig </para></description><parameterValue required="true" variableLength="false">Amazon.SageMakerFeatureStoreRuntime.AmazonSageMakerFeatureStoreRuntimeConfig</parameterValue></parameter><parameter required="False" variableLength="false" globbing="false" pipelineInput="True (ByPropertyName)" position="Named"><name>EndpointUrl</name><description><para>The endpoint to make the call against. <b>Note:</b> 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. </para></description><parameterValue required="true" variableLength="false">System.String</parameterValue></parameter><parameter required="False" variableLength="false" globbing="false" pipelineInput="True (ByPropertyName)" position="Named"><name>Region</name><description><para>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. </para></description><parameterValue required="true" variableLength="false">System.Object</parameterValue></parameter><parameter required="False" variableLength="false" globbing="false" pipelineInput="True (ByPropertyName)" position="Named"><name>AccessKey</name><description><para>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. </para></description><parameterValue required="true" variableLength="false">System.String</parameterValue></parameter><parameter required="False" variableLength="false" globbing="false" pipelineInput="True (ByPropertyName)" position="Named"><name>SecretKey</name><description><para>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. </para></description><parameterValue required="true" variableLength="false">System.String</parameterValue></parameter><parameter required="False" variableLength="false" globbing="false" pipelineInput="True (ByPropertyName)" position="Named"><name>SessionToken</name><description><para>The session token if the access and secret keys are temporary session-based credentials. </para></description><parameterValue required="true" variableLength="false">System.String</parameterValue></parameter><parameter required="False" variableLength="false" globbing="false" pipelineInput="True (ByPropertyName)" position="Named"><name>ProfileName</name><description><para>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. </para></description><parameterValue required="true" variableLength="false">System.String</parameterValue></parameter><parameter required="False" variableLength="false" globbing="false" pipelineInput="True (ByPropertyName)" position="Named"><name>ProfileLocation</name><description><para>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. </para></description><parameterValue required="true" variableLength="false">System.String</parameterValue></parameter><parameter required="False" variableLength="false" globbing="false" pipelineInput="True (ByValue, ByPropertyName)" position="Named"><name>Credential</name><description><para>An AWSCredentials object instance containing access and secret key information, and optionally a token for session-based credentials. </para></description><parameterValue required="true" variableLength="false">Amazon.Runtime.AWSCredentials</parameterValue></parameter><parameter required="False" variableLength="false" globbing="false" pipelineInput="True (ByValue, ByPropertyName)" position="Named"><name>NetworkCredential</name><description><para>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. </para></description><parameterValue required="true" variableLength="false">System.Management.Automation.PSCredential</parameterValue></parameter></syntaxItem></syntax><parameters><parameter required="False" variableLength="false" globbing="false" pipelineInput="True (ByPropertyName)" position="Named"><name>AccessKey</name><description><para>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. </para></description><parameterValue required="true" variableLength="false">System.String</parameterValue><type><name>System.String</name><uri /></type><defaultValue>None</defaultValue></parameter><parameter required="False" variableLength="false" globbing="false" pipelineInput="True (ByPropertyName)" position="Named"><name>ClientConfig</name><description><para>Amazon.PowerShell.Cmdlets.SMFS.AmazonSageMakerFeatureStoreRuntimeClientCmdlet.ClientConfig </para></description><parameterValue required="true" variableLength="false">Amazon.SageMakerFeatureStoreRuntime.AmazonSageMakerFeatureStoreRuntimeConfig</parameterValue><type><name>Amazon.SageMakerFeatureStoreRuntime.AmazonSageMakerFeatureStoreRuntimeConfig</name><uri /></type><defaultValue>None</defaultValue></parameter><parameter required="False" variableLength="false" globbing="false" pipelineInput="True (ByValue, ByPropertyName)" position="Named"><name>Credential</name><description><para>An AWSCredentials object instance containing access and secret key information, and optionally a token for session-based credentials. </para></description><parameterValue required="true" variableLength="false">Amazon.Runtime.AWSCredentials</parameterValue><type><name>Amazon.Runtime.AWSCredentials</name><uri /></type><defaultValue>None</defaultValue></parameter><parameter required="False" variableLength="false" globbing="false" pipelineInput="True (ByPropertyName)" position="Named"><name>DeletionMode</name><description><para>The name of the deletion mode for deleting the record. By default, the deletion mode is set to <c>SoftDelete</c>. </para></description><parameterValue required="true" variableLength="false">Amazon.SageMakerFeatureStoreRuntime.DeletionMode</parameterValue><type><name>Amazon.SageMakerFeatureStoreRuntime.DeletionMode</name><uri /></type><defaultValue>None</defaultValue></parameter><parameter required="False" variableLength="false" globbing="false" pipelineInput="True (ByPropertyName)" position="Named"><name>EndpointUrl</name><description><para>The endpoint to make the call against. <b>Note:</b> 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. </para></description><parameterValue required="true" variableLength="false">System.String</parameterValue><type><name>System.String</name><uri /></type><defaultValue>None</defaultValue></parameter><parameter required="True" variableLength="false" globbing="false" pipelineInput="True (ByPropertyName)" position="Named"><name>EventTime</name><description><para>Timestamp indicating when the deletion event occurred. <c>EventTime</c> can be used to query data at a certain point in time. </para></description><parameterValue required="true" variableLength="false">System.String</parameterValue><type><name>System.String</name><uri /></type><defaultValue>None</defaultValue></parameter><parameter required="True" variableLength="false" globbing="false" pipelineInput="True (ByPropertyName)" position="Named"><name>FeatureGroupName</name><description><para>The name or Amazon Resource Name (ARN) of the feature group to delete the record from. </para></description><parameterValue required="true" variableLength="false">System.String</parameterValue><type><name>System.String</name><uri /></type><defaultValue>None</defaultValue></parameter><parameter required="False" variableLength="false" globbing="false" pipelineInput="True (ByPropertyName)" position="Named"><name>Force</name><description><para>This parameter overrides confirmation prompts to force the cmdlet to continue its operation. This parameter should always be used with caution. </para></description><parameterValue required="true" variableLength="false">System.Management.Automation.SwitchParameter</parameterValue><type><name>System.Management.Automation.SwitchParameter</name><uri /></type><defaultValue>None</defaultValue></parameter><parameter required="False" variableLength="false" globbing="false" pipelineInput="True (ByValue, ByPropertyName)" position="Named"><name>NetworkCredential</name><description><para>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. </para></description><parameterValue required="true" variableLength="false">System.Management.Automation.PSCredential</parameterValue><type><name>System.Management.Automation.PSCredential</name><uri /></type><defaultValue>None</defaultValue></parameter><parameter required="False" variableLength="false" globbing="false" pipelineInput="True (ByPropertyName)" position="Named"><name>ProfileLocation</name><description><para>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. </para></description><parameterValue required="true" variableLength="false">System.String</parameterValue><type><name>System.String</name><uri /></type><defaultValue>None</defaultValue></parameter><parameter required="False" variableLength="false" globbing="false" pipelineInput="True (ByPropertyName)" position="Named"><name>ProfileName</name><description><para>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. </para></description><parameterValue required="true" variableLength="false">System.String</parameterValue><type><name>System.String</name><uri /></type><defaultValue>None</defaultValue></parameter><parameter required="True" variableLength="false" globbing="false" pipelineInput="True (ByPropertyName)" position="Named"><name>RecordIdentifierValueAsString</name><description><para>The value for the <c>RecordIdentifier</c> that uniquely identifies the record, in string format. </para></description><parameterValue required="true" variableLength="false">System.String</parameterValue><type><name>System.String</name><uri /></type><defaultValue>None</defaultValue></parameter><parameter required="False" variableLength="false" globbing="false" pipelineInput="True (ByPropertyName)" position="Named"><name>Region</name><description><para>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. </para></description><parameterValue required="true" variableLength="false">System.Object</parameterValue><type><name>System.Object</name><uri /></type><defaultValue>None</defaultValue></parameter><parameter required="False" variableLength="false" globbing="false" pipelineInput="True (ByPropertyName)" position="Named"><name>SecretKey</name><description><para>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. </para></description><parameterValue required="true" variableLength="false">System.String</parameterValue><type><name>System.String</name><uri /></type><defaultValue>None</defaultValue></parameter><parameter required="False" variableLength="false" globbing="false" pipelineInput="True (ByPropertyName)" position="Named"><name>Select</name><description><para>Use the -Select parameter to control the cmdlet output. The cmdlet doesn't have a return value by default. Specifying -Select '*' will result in the cmdlet returning the whole service response (Amazon.SageMakerFeatureStoreRuntime.Model.DeleteRecordResponse). Specifying -Select '^ParameterName' will result in the cmdlet returning the selected cmdlet parameter value. </para></description><parameterValue required="true" variableLength="false">System.String</parameterValue><type><name>System.String</name><uri /></type><defaultValue>None</defaultValue></parameter><parameter required="False" variableLength="false" globbing="false" pipelineInput="True (ByPropertyName)" position="Named"><name>SessionToken</name><description><para>The session token if the access and secret keys are temporary session-based credentials. </para></description><parameterValue required="true" variableLength="false">System.String</parameterValue><type><name>System.String</name><uri /></type><defaultValue>None</defaultValue></parameter><parameter required="False" variableLength="false" globbing="false" pipelineInput="True (ByPropertyName)" position="Named"><name>TargetStore</name><description><para>A list of stores from which you're deleting the record. By default, Feature Store deletes the record from all of the stores that you're using for the <c>FeatureGroup</c>. </para></description><parameterValue required="true" variableLength="false">System.String[]</parameterValue><type><name>System.String[]</name><uri /></type><defaultValue>None</defaultValue></parameter></parameters><returnValues><returnValue><type><name>None or Amazon.SageMakerFeatureStoreRuntime.Model.DeleteRecordResponse</name><uri /><description /></type><description><para>This cmdlet does not generate any output.The service response (type Amazon.SageMakerFeatureStoreRuntime.Model.DeleteRecordResponse) can be referenced from properties attached to the cmdlet entry in the $AWSHistory stack.</para></description></returnValue></returnValues><relatedLinks><navigationLink><linkText>Online version:</linkText><uri>http://docs.aws.amazon.com/powershell/latest/reference/index.html?page=Remove-SMFSRecord.html&tocid=Remove-SMFSRecord</uri></navigationLink><navigationLink><linkText>Common credential and region parameters: </linkText><uri>http://docs.aws.amazon.com/powershell/latest/reference/items/pstoolsref-commonparams.html</uri></navigationLink></relatedLinks></command><command xmlns:maml="http://schemas.microsoft.com/maml/2004/10" xmlns:command="http://schemas.microsoft.com/maml/dev/command/2004/10" xmlns:dev="http://schemas.microsoft.com/maml/dev/2004/10"><details><name>Write-SMFSRecord</name><description><para>Calls the Amazon SageMaker Feature Store Runtime PutRecord API operation.</para></description><verb>Write</verb><noun>SMFSRecord</noun><copyright><para>&copy; Copyright 2012 - 2024 Amazon.com, Inc.or its affiliates.All Rights Reserved.</para></copyright></details><description><para>The <c>PutRecord</c> API is used to ingest a list of <c>Records</c> into your feature group. If a new record’s <c>EventTime</c> is greater, the new record is written to both the <c>OnlineStore</c> and <c>OfflineStore</c>. Otherwise, the record is a historic record and it is written only to the <c>OfflineStore</c>. You can specify the ingestion to be applied to the <c>OnlineStore</c>, <c>OfflineStore</c>, or both by using the <c>TargetStores</c> request parameter. You can set the ingested record to expire at a given time to live (TTL) duration after the record’s event time, <c>ExpiresAt</c> = <c>EventTime</c> + <c>TtlDuration</c>, by specifying the <c>TtlDuration</c> parameter. A record level <c>TtlDuration</c> is set when specifying the <c>TtlDuration</c> parameter using the <c>PutRecord</c> API call. If the input <c>TtlDuration</c> is <c>null</c> or unspecified, <c>TtlDuration</c> is set to the default feature group level <c>TtlDuration</c>. A record level <c>TtlDuration</c> supersedes the group level <c>TtlDuration</c>. </para></description><syntax><syntaxItem><name>Write-SMFSRecord</name><parameter required="True" variableLength="false" globbing="false" pipelineInput="True (ByPropertyName)" position="Named"><name>FeatureGroupName</name><description><para>The name or Amazon Resource Name (ARN) of the feature group that you want to insert the record into. </para></description><parameterValue required="true" variableLength="false">System.String</parameterValue></parameter><parameter required="True" variableLength="false" globbing="false" pipelineInput="True (ByPropertyName)" position="Named"><name>Record</name><description><para>List of FeatureValues to be inserted. This will be a full over-write. If you only want to update few of the feature values, do the following: - Use <c>GetRecord</c> to retrieve the latest record. - Update the record returned from <c>GetRecord</c>. - Use <c>PutRecord</c> to update feature values. </para></description><parameterValue required="true" variableLength="false">Amazon.SageMakerFeatureStoreRuntime.Model.FeatureValue[]</parameterValue></parameter><parameter required="False" variableLength="false" globbing="false" pipelineInput="True (ByPropertyName)" position="Named"><name>TargetStore</name><description><para>A list of stores to which you're adding the record. By default, Feature Store adds the record to all of the stores that you're using for the <c>FeatureGroup</c>. </para></description><parameterValue required="true" variableLength="false">System.String[]</parameterValue></parameter><parameter required="False" variableLength="false" globbing="false" pipelineInput="True (ByPropertyName)" position="Named"><name>TtlDuration_Unit</name><description><para><c>TtlDuration</c> time unit. </para></description><parameterValue required="true" variableLength="false">Amazon.SageMakerFeatureStoreRuntime.TtlDurationUnit</parameterValue></parameter><parameter required="False" variableLength="false" globbing="false" pipelineInput="True (ByPropertyName)" position="Named"><name>TtlDuration_Value</name><description><para><c>TtlDuration</c> time value. </para></description><parameterValue required="true" variableLength="false">System.Int32</parameterValue></parameter><parameter required="False" variableLength="false" globbing="false" pipelineInput="True (ByPropertyName)" position="Named"><name>Select</name><description><para>Use the -Select parameter to control the cmdlet output. The cmdlet doesn't have a return value by default. Specifying -Select '*' will result in the cmdlet returning the whole service response (Amazon.SageMakerFeatureStoreRuntime.Model.PutRecordResponse). Specifying -Select '^ParameterName' will result in the cmdlet returning the selected cmdlet parameter value. </para></description><parameterValue required="true" variableLength="false">System.String</parameterValue></parameter><parameter required="False" variableLength="false" globbing="false" pipelineInput="True (ByPropertyName)" position="Named"><name>Force</name><description><para>This parameter overrides confirmation prompts to force the cmdlet to continue its operation. This parameter should always be used with caution. </para></description><parameterValue required="true" variableLength="false">System.Management.Automation.SwitchParameter</parameterValue></parameter><parameter required="False" variableLength="false" globbing="false" pipelineInput="True (ByPropertyName)" position="Named"><name>ClientConfig</name><description><para>Amazon.PowerShell.Cmdlets.SMFS.AmazonSageMakerFeatureStoreRuntimeClientCmdlet.ClientConfig </para></description><parameterValue required="true" variableLength="false">Amazon.SageMakerFeatureStoreRuntime.AmazonSageMakerFeatureStoreRuntimeConfig</parameterValue></parameter><parameter required="False" variableLength="false" globbing="false" pipelineInput="True (ByPropertyName)" position="Named"><name>EndpointUrl</name><description><para>The endpoint to make the call against. <b>Note:</b> 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. </para></description><parameterValue required="true" variableLength="false">System.String</parameterValue></parameter><parameter required="False" variableLength="false" globbing="false" pipelineInput="True (ByPropertyName)" position="Named"><name>Region</name><description><para>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. </para></description><parameterValue required="true" variableLength="false">System.Object</parameterValue></parameter><parameter required="False" variableLength="false" globbing="false" pipelineInput="True (ByPropertyName)" position="Named"><name>AccessKey</name><description><para>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. </para></description><parameterValue required="true" variableLength="false">System.String</parameterValue></parameter><parameter required="False" variableLength="false" globbing="false" pipelineInput="True (ByPropertyName)" position="Named"><name>SecretKey</name><description><para>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. </para></description><parameterValue required="true" variableLength="false">System.String</parameterValue></parameter><parameter required="False" variableLength="false" globbing="false" pipelineInput="True (ByPropertyName)" position="Named"><name>SessionToken</name><description><para>The session token if the access and secret keys are temporary session-based credentials. </para></description><parameterValue required="true" variableLength="false">System.String</parameterValue></parameter><parameter required="False" variableLength="false" globbing="false" pipelineInput="True (ByPropertyName)" position="Named"><name>ProfileName</name><description><para>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. </para></description><parameterValue required="true" variableLength="false">System.String</parameterValue></parameter><parameter required="False" variableLength="false" globbing="false" pipelineInput="True (ByPropertyName)" position="Named"><name>ProfileLocation</name><description><para>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. </para></description><parameterValue required="true" variableLength="false">System.String</parameterValue></parameter><parameter required="False" variableLength="false" globbing="false" pipelineInput="True (ByValue, ByPropertyName)" position="Named"><name>Credential</name><description><para>An AWSCredentials object instance containing access and secret key information, and optionally a token for session-based credentials. </para></description><parameterValue required="true" variableLength="false">Amazon.Runtime.AWSCredentials</parameterValue></parameter><parameter required="False" variableLength="false" globbing="false" pipelineInput="True (ByValue, ByPropertyName)" position="Named"><name>NetworkCredential</name><description><para>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. </para></description><parameterValue required="true" variableLength="false">System.Management.Automation.PSCredential</parameterValue></parameter></syntaxItem></syntax><parameters><parameter required="False" variableLength="false" globbing="false" pipelineInput="True (ByPropertyName)" position="Named"><name>AccessKey</name><description><para>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. </para></description><parameterValue required="true" variableLength="false">System.String</parameterValue><type><name>System.String</name><uri /></type><defaultValue>None</defaultValue></parameter><parameter required="False" variableLength="false" globbing="false" pipelineInput="True (ByPropertyName)" position="Named"><name>ClientConfig</name><description><para>Amazon.PowerShell.Cmdlets.SMFS.AmazonSageMakerFeatureStoreRuntimeClientCmdlet.ClientConfig </para></description><parameterValue required="true" variableLength="false">Amazon.SageMakerFeatureStoreRuntime.AmazonSageMakerFeatureStoreRuntimeConfig</parameterValue><type><name>Amazon.SageMakerFeatureStoreRuntime.AmazonSageMakerFeatureStoreRuntimeConfig</name><uri /></type><defaultValue>None</defaultValue></parameter><parameter required="False" variableLength="false" globbing="false" pipelineInput="True (ByValue, ByPropertyName)" position="Named"><name>Credential</name><description><para>An AWSCredentials object instance containing access and secret key information, and optionally a token for session-based credentials. </para></description><parameterValue required="true" variableLength="false">Amazon.Runtime.AWSCredentials</parameterValue><type><name>Amazon.Runtime.AWSCredentials</name><uri /></type><defaultValue>None</defaultValue></parameter><parameter required="False" variableLength="false" globbing="false" pipelineInput="True (ByPropertyName)" position="Named"><name>EndpointUrl</name><description><para>The endpoint to make the call against. <b>Note:</b> 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. </para></description><parameterValue required="true" variableLength="false">System.String</parameterValue><type><name>System.String</name><uri /></type><defaultValue>None</defaultValue></parameter><parameter required="True" variableLength="false" globbing="false" pipelineInput="True (ByPropertyName)" position="Named"><name>FeatureGroupName</name><description><para>The name or Amazon Resource Name (ARN) of the feature group that you want to insert the record into. </para></description><parameterValue required="true" variableLength="false">System.String</parameterValue><type><name>System.String</name><uri /></type><defaultValue>None</defaultValue></parameter><parameter required="False" variableLength="false" globbing="false" pipelineInput="True (ByPropertyName)" position="Named"><name>Force</name><description><para>This parameter overrides confirmation prompts to force the cmdlet to continue its operation. This parameter should always be used with caution. </para></description><parameterValue required="true" variableLength="false">System.Management.Automation.SwitchParameter</parameterValue><type><name>System.Management.Automation.SwitchParameter</name><uri /></type><defaultValue>None</defaultValue></parameter><parameter required="False" variableLength="false" globbing="false" pipelineInput="True (ByValue, ByPropertyName)" position="Named"><name>NetworkCredential</name><description><para>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. </para></description><parameterValue required="true" variableLength="false">System.Management.Automation.PSCredential</parameterValue><type><name>System.Management.Automation.PSCredential</name><uri /></type><defaultValue>None</defaultValue></parameter><parameter required="False" variableLength="false" globbing="false" pipelineInput="True (ByPropertyName)" position="Named"><name>ProfileLocation</name><description><para>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. </para></description><parameterValue required="true" variableLength="false">System.String</parameterValue><type><name>System.String</name><uri /></type><defaultValue>None</defaultValue></parameter><parameter required="False" variableLength="false" globbing="false" pipelineInput="True (ByPropertyName)" position="Named"><name>ProfileName</name><description><para>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. </para></description><parameterValue required="true" variableLength="false">System.String</parameterValue><type><name>System.String</name><uri /></type><defaultValue>None</defaultValue></parameter><parameter required="True" variableLength="false" globbing="false" pipelineInput="True (ByPropertyName)" position="Named"><name>Record</name><description><para>List of FeatureValues to be inserted. This will be a full over-write. If you only want to update few of the feature values, do the following: - Use <c>GetRecord</c> to retrieve the latest record. - Update the record returned from <c>GetRecord</c>. - Use <c>PutRecord</c> to update feature values. </para></description><parameterValue required="true" variableLength="false">Amazon.SageMakerFeatureStoreRuntime.Model.FeatureValue[]</parameterValue><type><name>Amazon.SageMakerFeatureStoreRuntime.Model.FeatureValue[]</name><uri /></type><defaultValue>None</defaultValue></parameter><parameter required="False" variableLength="false" globbing="false" pipelineInput="True (ByPropertyName)" position="Named"><name>Region</name><description><para>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. </para></description><parameterValue required="true" variableLength="false">System.Object</parameterValue><type><name>System.Object</name><uri /></type><defaultValue>None</defaultValue></parameter><parameter required="False" variableLength="false" globbing="false" pipelineInput="True (ByPropertyName)" position="Named"><name>SecretKey</name><description><para>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. </para></description><parameterValue required="true" variableLength="false">System.String</parameterValue><type><name>System.String</name><uri /></type><defaultValue>None</defaultValue></parameter><parameter required="False" variableLength="false" globbing="false" pipelineInput="True (ByPropertyName)" position="Named"><name>Select</name><description><para>Use the -Select parameter to control the cmdlet output. The cmdlet doesn't have a return value by default. Specifying -Select '*' will result in the cmdlet returning the whole service response (Amazon.SageMakerFeatureStoreRuntime.Model.PutRecordResponse). Specifying -Select '^ParameterName' will result in the cmdlet returning the selected cmdlet parameter value. </para></description><parameterValue required="true" variableLength="false">System.String</parameterValue><type><name>System.String</name><uri /></type><defaultValue>None</defaultValue></parameter><parameter required="False" variableLength="false" globbing="false" pipelineInput="True (ByPropertyName)" position="Named"><name>SessionToken</name><description><para>The session token if the access and secret keys are temporary session-based credentials. </para></description><parameterValue required="true" variableLength="false">System.String</parameterValue><type><name>System.String</name><uri /></type><defaultValue>None</defaultValue></parameter><parameter required="False" variableLength="false" globbing="false" pipelineInput="True (ByPropertyName)" position="Named"><name>TargetStore</name><description><para>A list of stores to which you're adding the record. By default, Feature Store adds the record to all of the stores that you're using for the <c>FeatureGroup</c>. </para></description><parameterValue required="true" variableLength="false">System.String[]</parameterValue><type><name>System.String[]</name><uri /></type><defaultValue>None</defaultValue></parameter><parameter required="False" variableLength="false" globbing="false" pipelineInput="True (ByPropertyName)" position="Named"><name>TtlDuration_Unit</name><description><para><c>TtlDuration</c> time unit. </para></description><parameterValue required="true" variableLength="false">Amazon.SageMakerFeatureStoreRuntime.TtlDurationUnit</parameterValue><type><name>Amazon.SageMakerFeatureStoreRuntime.TtlDurationUnit</name><uri /></type><defaultValue>None</defaultValue></parameter><parameter required="False" variableLength="false" globbing="false" pipelineInput="True (ByPropertyName)" position="Named"><name>TtlDuration_Value</name><description><para><c>TtlDuration</c> time value. </para></description><parameterValue required="true" variableLength="false">System.Int32</parameterValue><type><name>System.Int32</name><uri /></type><defaultValue>None</defaultValue></parameter></parameters><returnValues><returnValue><type><name>None or Amazon.SageMakerFeatureStoreRuntime.Model.PutRecordResponse</name><uri /><description /></type><description><para>This cmdlet does not generate any output.The service response (type Amazon.SageMakerFeatureStoreRuntime.Model.PutRecordResponse) can be referenced from properties attached to the cmdlet entry in the $AWSHistory stack.</para></description></returnValue></returnValues><relatedLinks><navigationLink><linkText>Online version:</linkText><uri>http://docs.aws.amazon.com/powershell/latest/reference/index.html?page=Write-SMFSRecord.html&tocid=Write-SMFSRecord</uri></navigationLink><navigationLink><linkText>Common credential and region parameters: </linkText><uri>http://docs.aws.amazon.com/powershell/latest/reference/items/pstoolsref-commonparams.html</uri></navigationLink></relatedLinks></command><command xmlns:maml="http://schemas.microsoft.com/maml/2004/10" xmlns:command="http://schemas.microsoft.com/maml/dev/command/2004/10" xmlns:dev="http://schemas.microsoft.com/maml/dev/2004/10"><details><name>Get-SMFSRecordBatch</name><description><para>Calls the Amazon SageMaker Feature Store Runtime BatchGetRecord API operation.</para></description><verb>Get</verb><noun>SMFSRecordBatch</noun><copyright><para>&copy; Copyright 2012 - 2024 Amazon.com, Inc.or its affiliates.All Rights Reserved.</para></copyright></details><description><para>Retrieves a batch of <c>Records</c> from a <c>FeatureGroup</c>. </para></description><syntax><syntaxItem><name>Get-SMFSRecordBatch</name><parameter required="False" variableLength="false" globbing="false" pipelineInput="True (ByValue, ByPropertyName)" position="1"><name>ExpirationTimeResponse</name><description><para>Parameter to request <c>ExpiresAt</c> in response. If <c>Enabled</c>, <c>BatchGetRecord</c> will return the value of <c>ExpiresAt</c>, if it is not null. If <c>Disabled</c> and null, <c>BatchGetRecord</c> will return null. </para></description><parameterValue required="true" variableLength="false">Amazon.SageMakerFeatureStoreRuntime.ExpirationTimeResponse</parameterValue></parameter><parameter required="True" variableLength="false" globbing="false" pipelineInput="True (ByPropertyName)" position="Named"><name>Identifier</name><description><para>A list containing the name or Amazon Resource Name (ARN) of the <c>FeatureGroup</c>, the list of names of <c>Feature</c>s to be retrieved, and the corresponding <c>RecordIdentifier</c> values as strings. </para></description><parameterValue required="true" variableLength="false">Amazon.SageMakerFeatureStoreRuntime.Model.BatchGetRecordIdentifier[]</parameterValue></parameter><parameter required="False" variableLength="false" globbing="false" pipelineInput="True (ByPropertyName)" position="Named"><name>Select</name><description><para>Use the -Select parameter to control the cmdlet output. The default value is '*'. Specifying -Select '*' will result in the cmdlet returning the whole service response (Amazon.SageMakerFeatureStoreRuntime.Model.BatchGetRecordResponse). Specifying the name of a property of type Amazon.SageMakerFeatureStoreRuntime.Model.BatchGetRecordResponse will result in that property being returned. Specifying -Select '^ParameterName' will result in the cmdlet returning the selected cmdlet parameter value. </para></description><parameterValue required="true" variableLength="false">System.String</parameterValue></parameter><parameter required="False" variableLength="false" globbing="false" pipelineInput="True (ByPropertyName)" position="Named"><name>ClientConfig</name><description><para>Amazon.PowerShell.Cmdlets.SMFS.AmazonSageMakerFeatureStoreRuntimeClientCmdlet.ClientConfig </para></description><parameterValue required="true" variableLength="false">Amazon.SageMakerFeatureStoreRuntime.AmazonSageMakerFeatureStoreRuntimeConfig</parameterValue></parameter><parameter required="False" variableLength="false" globbing="false" pipelineInput="True (ByPropertyName)" position="Named"><name>EndpointUrl</name><description><para>The endpoint to make the call against. <b>Note:</b> 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. </para></description><parameterValue required="true" variableLength="false">System.String</parameterValue></parameter><parameter required="False" variableLength="false" globbing="false" pipelineInput="True (ByPropertyName)" position="Named"><name>Region</name><description><para>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. </para></description><parameterValue required="true" variableLength="false">System.Object</parameterValue></parameter><parameter required="False" variableLength="false" globbing="false" pipelineInput="True (ByPropertyName)" position="Named"><name>AccessKey</name><description><para>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. </para></description><parameterValue required="true" variableLength="false">System.String</parameterValue></parameter><parameter required="False" variableLength="false" globbing="false" pipelineInput="True (ByPropertyName)" position="Named"><name>SecretKey</name><description><para>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. </para></description><parameterValue required="true" variableLength="false">System.String</parameterValue></parameter><parameter required="False" variableLength="false" globbing="false" pipelineInput="True (ByPropertyName)" position="Named"><name>SessionToken</name><description><para>The session token if the access and secret keys are temporary session-based credentials. </para></description><parameterValue required="true" variableLength="false">System.String</parameterValue></parameter><parameter required="False" variableLength="false" globbing="false" pipelineInput="True (ByPropertyName)" position="Named"><name>ProfileName</name><description><para>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. </para></description><parameterValue required="true" variableLength="false">System.String</parameterValue></parameter><parameter required="False" variableLength="false" globbing="false" pipelineInput="True (ByPropertyName)" position="Named"><name>ProfileLocation</name><description><para>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. </para></description><parameterValue required="true" variableLength="false">System.String</parameterValue></parameter><parameter required="False" variableLength="false" globbing="false" pipelineInput="True (ByValue, ByPropertyName)" position="Named"><name>Credential</name><description><para>An AWSCredentials object instance containing access and secret key information, and optionally a token for session-based credentials. </para></description><parameterValue required="true" variableLength="false">Amazon.Runtime.AWSCredentials</parameterValue></parameter><parameter required="False" variableLength="false" globbing="false" pipelineInput="True (ByValue, ByPropertyName)" position="Named"><name>NetworkCredential</name><description><para>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. </para></description><parameterValue required="true" variableLength="false">System.Management.Automation.PSCredential</parameterValue></parameter></syntaxItem></syntax><parameters><parameter required="False" variableLength="false" globbing="false" pipelineInput="True (ByPropertyName)" position="Named"><name>AccessKey</name><description><para>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. </para></description><parameterValue required="true" variableLength="false">System.String</parameterValue><type><name>System.String</name><uri /></type><defaultValue>None</defaultValue></parameter><parameter required="False" variableLength="false" globbing="false" pipelineInput="True (ByPropertyName)" position="Named"><name>ClientConfig</name><description><para>Amazon.PowerShell.Cmdlets.SMFS.AmazonSageMakerFeatureStoreRuntimeClientCmdlet.ClientConfig </para></description><parameterValue required="true" variableLength="false">Amazon.SageMakerFeatureStoreRuntime.AmazonSageMakerFeatureStoreRuntimeConfig</parameterValue><type><name>Amazon.SageMakerFeatureStoreRuntime.AmazonSageMakerFeatureStoreRuntimeConfig</name><uri /></type><defaultValue>None</defaultValue></parameter><parameter required="False" variableLength="false" globbing="false" pipelineInput="True (ByValue, ByPropertyName)" position="Named"><name>Credential</name><description><para>An AWSCredentials object instance containing access and secret key information, and optionally a token for session-based credentials. </para></description><parameterValue required="true" variableLength="false">Amazon.Runtime.AWSCredentials</parameterValue><type><name>Amazon.Runtime.AWSCredentials</name><uri /></type><defaultValue>None</defaultValue></parameter><parameter required="False" variableLength="false" globbing="false" pipelineInput="True (ByPropertyName)" position="Named"><name>EndpointUrl</name><description><para>The endpoint to make the call against. <b>Note:</b> 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. </para></description><parameterValue required="true" variableLength="false">System.String</parameterValue><type><name>System.String</name><uri /></type><defaultValue>None</defaultValue></parameter><parameter required="False" variableLength="false" globbing="false" pipelineInput="True (ByValue, ByPropertyName)" position="1"><name>ExpirationTimeResponse</name><description><para>Parameter to request <c>ExpiresAt</c> in response. If <c>Enabled</c>, <c>BatchGetRecord</c> will return the value of <c>ExpiresAt</c>, if it is not null. If <c>Disabled</c> and null, <c>BatchGetRecord</c> will return null. </para></description><parameterValue required="true" variableLength="false">Amazon.SageMakerFeatureStoreRuntime.ExpirationTimeResponse</parameterValue><type><name>Amazon.SageMakerFeatureStoreRuntime.ExpirationTimeResponse</name><uri /></type><defaultValue>None</defaultValue></parameter><parameter required="True" variableLength="false" globbing="false" pipelineInput="True (ByPropertyName)" position="Named"><name>Identifier</name><description><para>A list containing the name or Amazon Resource Name (ARN) of the <c>FeatureGroup</c>, the list of names of <c>Feature</c>s to be retrieved, and the corresponding <c>RecordIdentifier</c> values as strings. </para></description><parameterValue required="true" variableLength="false">Amazon.SageMakerFeatureStoreRuntime.Model.BatchGetRecordIdentifier[]</parameterValue><type><name>Amazon.SageMakerFeatureStoreRuntime.Model.BatchGetRecordIdentifier[]</name><uri /></type><defaultValue>None</defaultValue></parameter><parameter required="False" variableLength="false" globbing="false" pipelineInput="True (ByValue, ByPropertyName)" position="Named"><name>NetworkCredential</name><description><para>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. </para></description><parameterValue required="true" variableLength="false">System.Management.Automation.PSCredential</parameterValue><type><name>System.Management.Automation.PSCredential</name><uri /></type><defaultValue>None</defaultValue></parameter><parameter required="False" variableLength="false" globbing="false" pipelineInput="True (ByPropertyName)" position="Named"><name>ProfileLocation</name><description><para>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. </para></description><parameterValue required="true" variableLength="false">System.String</parameterValue><type><name>System.String</name><uri /></type><defaultValue>None</defaultValue></parameter><parameter required="False" variableLength="false" globbing="false" pipelineInput="True (ByPropertyName)" position="Named"><name>ProfileName</name><description><para>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. </para></description><parameterValue required="true" variableLength="false">System.String</parameterValue><type><name>System.String</name><uri /></type><defaultValue>None</defaultValue></parameter><parameter required="False" variableLength="false" globbing="false" pipelineInput="True (ByPropertyName)" position="Named"><name>Region</name><description><para>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. </para></description><parameterValue required="true" variableLength="false">System.Object</parameterValue><type><name>System.Object</name><uri /></type><defaultValue>None</defaultValue></parameter><parameter required="False" variableLength="false" globbing="false" pipelineInput="True (ByPropertyName)" position="Named"><name>SecretKey</name><description><para>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. </para></description><parameterValue required="true" variableLength="false">System.String</parameterValue><type><name>System.String</name><uri /></type><defaultValue>None</defaultValue></parameter><parameter required="False" variableLength="false" globbing="false" pipelineInput="True (ByPropertyName)" position="Named"><name>Select</name><description><para>Use the -Select parameter to control the cmdlet output. The default value is '*'. Specifying -Select '*' will result in the cmdlet returning the whole service response (Amazon.SageMakerFeatureStoreRuntime.Model.BatchGetRecordResponse). Specifying the name of a property of type Amazon.SageMakerFeatureStoreRuntime.Model.BatchGetRecordResponse will result in that property being returned. Specifying -Select '^ParameterName' will result in the cmdlet returning the selected cmdlet parameter value. </para></description><parameterValue required="true" variableLength="false">System.String</parameterValue><type><name>System.String</name><uri /></type><defaultValue>None</defaultValue></parameter><parameter required="False" variableLength="false" globbing="false" pipelineInput="True (ByPropertyName)" position="Named"><name>SessionToken</name><description><para>The session token if the access and secret keys are temporary session-based credentials. </para></description><parameterValue required="true" variableLength="false">System.String</parameterValue><type><name>System.String</name><uri /></type><defaultValue>None</defaultValue></parameter></parameters><returnValues><returnValue><type><name>Amazon.SageMakerFeatureStoreRuntime.Model.BatchGetRecordResponse</name><uri /><description /></type><description><para>This cmdlet returns an Amazon.SageMakerFeatureStoreRuntime.Model.BatchGetRecordResponse object containing multiple properties. The object can also be referenced from properties attached to the cmdlet entry in the $AWSHistory stack.</para></description></returnValue></returnValues><relatedLinks><navigationLink><linkText>Online version:</linkText><uri>http://docs.aws.amazon.com/powershell/latest/reference/index.html?page=Get-SMFSRecordBatch.html&tocid=Get-SMFSRecordBatch</uri></navigationLink><navigationLink><linkText>Common credential and region parameters: </linkText><uri>http://docs.aws.amazon.com/powershell/latest/reference/items/pstoolsref-commonparams.html</uri></navigationLink></relatedLinks></command></helpItems> |