Class PutExternalModelCommandProtected

Creates or updates an Amazon SageMaker model endpoint. You can also use this action to update the configuration of the model endpoint, including the IAM role and/or the mapped variables.

Example

Use a bare-bones client and the command you need to make an API call.

import { FraudDetectorClient, PutExternalModelCommand } from "@aws-sdk/client-frauddetector"; // ES Modules import
// const { FraudDetectorClient, PutExternalModelCommand } = require("@aws-sdk/client-frauddetector"); // CommonJS import
const client = new FraudDetectorClient(config);
const input = { // PutExternalModelRequest
  modelEndpoint: "STRING_VALUE", // required
  modelSource: "SAGEMAKER", // required
  invokeModelEndpointRoleArn: "STRING_VALUE", // required
  inputConfiguration: { // ModelInputConfiguration
    eventTypeName: "STRING_VALUE",
    format: "TEXT_CSV" || "APPLICATION_JSON",
    useEventVariables: true || false, // required
    jsonInputTemplate: "STRING_VALUE",
    csvInputTemplate: "STRING_VALUE",
  },
  outputConfiguration: { // ModelOutputConfiguration
    format: "TEXT_CSV" || "APPLICATION_JSONLINES", // required
    jsonKeyToVariableMap: { // JsonKeyToVariableMap
      "<keys>": "STRING_VALUE",
    },
    csvIndexToVariableMap: { // CsvIndexToVariableMap
      "<keys>": "STRING_VALUE",
    },
  },
  modelEndpointStatus: "ASSOCIATED" || "DISSOCIATED", // required
  tags: [ // tagList
    { // Tag
      key: "STRING_VALUE", // required
      value: "STRING_VALUE", // required
    },
  ],
};
const command = new PutExternalModelCommand(input);
const response = await client.send(command);

Param

PutExternalModelCommandInput

Returns

PutExternalModelCommandOutput

See

• PutExternalModelCommandInput for command's input shape.
• PutExternalModelCommandOutput for command's response shape.
• config for FraudDetectorClient's config shape.

Throws

AccessDeniedException (client fault)

An exception indicating Amazon Fraud Detector does not have the needed permissions. This can occur if you submit a request, such as PutExternalModel, that specifies a role that is not in your account.

Throws

ConflictException (client fault)

An exception indicating there was a conflict during a delete operation.

Throws

InternalServerException (server fault)

An exception indicating an internal server error.

Throws

ThrottlingException (client fault)

An exception indicating a throttling error.

Throws

ValidationException (client fault)

An exception indicating a specified value is not allowed.