AWS.Tools.SageMakerRuntime.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>Invoke-SMREndpoint</name><description><para>Calls the Amazon SageMaker Runtime InvokeEndpoint API operation.</para></description><verb>Invoke</verb><noun>SMREndpoint</noun><copyright><para>&copy; Copyright 2012 - 2020 Amazon.com, Inc.or its affiliates.All Rights Reserved.</para></copyright></details><description><para>After you deploy a model into production using Amazon SageMaker hosting services, your client applications use this API to get inferences from the model hosted at the specified endpoint.
For an overview of Amazon SageMaker, see <a href="https://docs.aws.amazon.com/sagemaker/latest/dg/how-it-works.html">How It Works</a>. Amazon SageMaker strips all POST headers except those supported by the API. Amazon SageMaker might add additional headers. You should not rely on the behavior of headers outside those enumerated in the request syntax. Calls to <code>InvokeEndpoint</code> are authenticated by using AWS Signature Version 4. For information, see <a href="http://docs.aws.amazon.com/AmazonS3/latest/API/sig-v4-authenticating-requests.html">Authenticating Requests (AWS Signature Version 4)</a> in the <i>Amazon S3 API Reference</i>. A customer&#39;s model containers must respond to requests within 60 seconds. The model itself can have a maximum processing time of 60 seconds before responding to the /invocations. If your model is going to take 50-60 seconds of processing time, the SDK socket timeout should be set to be 70 seconds. Endpoints are scoped to an individual account, and are not public. The URL does not contain the account ID, but Amazon SageMaker determines the account ID from the authentication token that is supplied by the caller. </para></description><syntax><syntaxItem><name>Invoke-SMREndpoint</name><parameter required="True" variableLength="false" globbing="false" pipelineInput="True (ByValue, ByPropertyName)" position="1"><name>EndpointName</name><description><para>The name of the endpoint that you specified when you created the endpoint using the <a href="https://docs.aws.amazon.com/sagemaker/latest/dg/API_CreateEndpoint.html">CreateEndpoint</a> API. </para></description><parameterValue required="true" variableLength="false">System.String</parameterValue></parameter><parameter required="False" variableLength="false" globbing="false" pipelineInput="True (ByPropertyName)" position="Named"><name>Accept</name><description><para>The desired MIME type of the inference in the response. </para></description><parameterValue required="true" variableLength="false">System.String</parameterValue></parameter><parameter required="True" variableLength="false" globbing="false" pipelineInput="True (ByPropertyName)" position="Named"><name>Body</name><description><para>Provides input data, in the format specified in the <code>ContentType</code> request header. Amazon SageMaker passes all of the data in the body to the model. For information about the format of the request body, see <a href="https://docs.aws.amazon.com/sagemaker/latest/dg/cdf-inference.html">Common Data Formats—Inference</a>. The cmdlet will automatically convert the supplied parameter of type string, string[], System.IO.FileInfo or System.IO.Stream to byte[] before supplying it to the service. </para></description><parameterValue required="true" variableLength="false">System.Byte[]</parameterValue></parameter><parameter required="False" variableLength="false" globbing="false" pipelineInput="True (ByPropertyName)" position="Named"><name>ContentType</name><description><para>The MIME type of the input data in the request body. </para></description><parameterValue required="true" variableLength="false">System.String</parameterValue></parameter><parameter required="False" variableLength="false" globbing="false" pipelineInput="True (ByPropertyName)" position="Named"><name>CustomAttribute</name><description><para>Provides additional information about a request for an inference submitted to a model hosted at an Amazon SageMaker endpoint. The information is an opaque value that is forwarded verbatim. You could use this value, for example, to provide an ID that you can use to track a request or to provide other metadata that a service endpoint was programmed to process. The value must consist of no more than 1024 visible US-ASCII characters as specified in <a href="https://tools.ietf.org/html/rfc7230#section-3.2.6">Section 3.3.6. Field Value Components</a> of the Hypertext Transfer Protocol (HTTP/1.1). This feature is currently supported in the AWS SDKs but not in the Amazon SageMaker Python SDK. </para></description><parameterValue required="true" variableLength="false">System.String</parameterValue></parameter><parameter required="False" variableLength="false" globbing="false" pipelineInput="True (ByPropertyName)" position="Named"><name>TargetModel</name><description><para>Specifies the model to be requested for an inference when invoking a multi-model 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>Select</name><description><para>Use the -Select parameter to control the cmdlet output. The default value is &#39;*&#39;. Specifying -Select &#39;*&#39; will result in the cmdlet returning the whole service response (Amazon.SageMakerRuntime.Model.InvokeEndpointResponse). Specifying the name of a property of type Amazon.SageMakerRuntime.Model.InvokeEndpointResponse will result in that property being returned. Specifying -Select &#39;^ParameterName&#39; 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>PassThru</name><description><para>Changes the cmdlet behavior to return the value passed to the EndpointName parameter. The -PassThru parameter is deprecated, use -Select &#39;^EndpointName&#39; instead. This parameter will be removed in a future version. </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>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>EndpointUrl</name><description><para>Amazon.PowerShell.Common.ServiceCmdlet.EndpointUrl </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>Amazon.PowerShell.Common.AWSCommonArgumentsCmdlet.Region </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>Amazon.PowerShell.Common.AWSCommonArgumentsCmdlet.AccessKey </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>Amazon.PowerShell.Common.AWSCommonArgumentsCmdlet.SecretKey </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>Amazon.PowerShell.Common.AWSCommonArgumentsCmdlet.SessionToken </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>Amazon.PowerShell.Common.AWSCommonArgumentsCmdlet.ProfileName </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>Amazon.PowerShell.Common.AWSCommonArgumentsCmdlet.ProfileLocation </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>Amazon.PowerShell.Common.AWSCommonArgumentsCmdlet.Credential </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>Amazon.PowerShell.Common.AWSCommonArgumentsCmdlet.NetworkCredential </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>Accept</name><description><para>The desired MIME type of the inference in the response. </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>AccessKey</name><description><para>Amazon.PowerShell.Common.AWSCommonArgumentsCmdlet.AccessKey </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>Body</name><description><para>Provides input data, in the format specified in the <code>ContentType</code> request header. Amazon SageMaker passes all of the data in the body to the model. For information about the format of the request body, see <a href="https://docs.aws.amazon.com/sagemaker/latest/dg/cdf-inference.html">Common Data Formats—Inference</a>. The cmdlet will automatically convert the supplied parameter of type string, string[], System.IO.FileInfo or System.IO.Stream to byte[] before supplying it to the service. </para></description><parameterValue required="true" variableLength="false">System.Byte[]</parameterValue><type><name>System.Byte[]</name><uri /></type><defaultValue>None</defaultValue></parameter><parameter required="False" variableLength="false" globbing="false" pipelineInput="True (ByPropertyName)" position="Named"><name>ContentType</name><description><para>The MIME type of the input data in the request body. </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>Credential</name><description><para>Amazon.PowerShell.Common.AWSCommonArgumentsCmdlet.Credential </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>CustomAttribute</name><description><para>Provides additional information about a request for an inference submitted to a model hosted at an Amazon SageMaker endpoint. The information is an opaque value that is forwarded verbatim. You could use this value, for example, to provide an ID that you can use to track a request or to provide other metadata that a service endpoint was programmed to process. The value must consist of no more than 1024 visible US-ASCII characters as specified in <a href="https://tools.ietf.org/html/rfc7230#section-3.2.6">Section 3.3.6. Field Value Components</a> of the Hypertext Transfer Protocol (HTTP/1.1). This feature is currently supported in the AWS SDKs but not in the Amazon SageMaker Python SDK. </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 (ByValue, ByPropertyName)" position="1"><name>EndpointName</name><description><para>The name of the endpoint that you specified when you created the endpoint using the <a href="https://docs.aws.amazon.com/sagemaker/latest/dg/API_CreateEndpoint.html">CreateEndpoint</a> API. </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>EndpointUrl</name><description><para>Amazon.PowerShell.Common.ServiceCmdlet.EndpointUrl </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>Amazon.PowerShell.Common.AWSCommonArgumentsCmdlet.NetworkCredential </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>PassThru</name><description><para>Changes the cmdlet behavior to return the value passed to the EndpointName parameter. The -PassThru parameter is deprecated, use -Select &#39;^EndpointName&#39; instead. This parameter will be removed in a future version. </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 (ByPropertyName)" position="Named"><name>ProfileLocation</name><description><para>Amazon.PowerShell.Common.AWSCommonArgumentsCmdlet.ProfileLocation </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>Amazon.PowerShell.Common.AWSCommonArgumentsCmdlet.ProfileName </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>Amazon.PowerShell.Common.AWSCommonArgumentsCmdlet.Region </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>Amazon.PowerShell.Common.AWSCommonArgumentsCmdlet.SecretKey </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 &#39;*&#39;. Specifying -Select &#39;*&#39; will result in the cmdlet returning the whole service response (Amazon.SageMakerRuntime.Model.InvokeEndpointResponse). Specifying the name of a property of type Amazon.SageMakerRuntime.Model.InvokeEndpointResponse will result in that property being returned. Specifying -Select &#39;^ParameterName&#39; 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>Amazon.PowerShell.Common.AWSCommonArgumentsCmdlet.SessionToken </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>TargetModel</name><description><para>Specifies the model to be requested for an inference when invoking a multi-model endpoint. </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.SageMakerRuntime.Model.InvokeEndpointResponse</name><uri /><description /></type><description><para>This cmdlet returns an Amazon.SageMakerRuntime.Model.InvokeEndpointResponse 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=Invoke-SMREndpoint.html&tocid=Invoke-SMREndpoint</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><navigationLink><linkText>Developer Guide:</linkText><uri>https://docs.aws.amazon.com/sagemaker/latest/dg/whatis.html</uri></navigationLink><navigationLink><linkText>Service API Reference:</linkText><uri>https://docs.aws.amazon.com/sagemaker/latest/dg/API_Operations_Amazon_SageMaker_Runtime.html</uri></navigationLink></relatedLinks></command></helpItems> |