Class CreateDatasetCommandProtected

Creates a new dataset in an Amazon Lookout for Vision project. CreateDataset can create a training or a test dataset from a valid dataset source (DatasetSource).

If you want a single dataset project, specify train for the value of DatasetType.

To have a project with separate training and test datasets, call CreateDataset twice. On the first call, specify train for the value of DatasetType. On the second call, specify test for the value of DatasetType.

This operation requires permissions to perform the lookoutvision:CreateDataset operation.

Example

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

import { LookoutVisionClient, CreateDatasetCommand } from "@aws-sdk/client-lookoutvision"; // ES Modules import
// const { LookoutVisionClient, CreateDatasetCommand } = require("@aws-sdk/client-lookoutvision"); // CommonJS import
const client = new LookoutVisionClient(config);
const input = { // CreateDatasetRequest
  ProjectName: "STRING_VALUE", // required
  DatasetType: "STRING_VALUE", // required
  DatasetSource: { // DatasetSource
    GroundTruthManifest: { // DatasetGroundTruthManifest
      S3Object: { // InputS3Object
        Bucket: "STRING_VALUE", // required
        Key: "STRING_VALUE", // required
        VersionId: "STRING_VALUE",
      },
    },
  },
  ClientToken: "STRING_VALUE",
};
const command = new CreateDatasetCommand(input);
const response = await client.send(command);
// { // CreateDatasetResponse
//   DatasetMetadata: { // DatasetMetadata
//     DatasetType: "STRING_VALUE",
//     CreationTimestamp: new Date("TIMESTAMP"),
//     Status: "CREATE_IN_PROGRESS" || "CREATE_COMPLETE" || "CREATE_FAILED" || "UPDATE_IN_PROGRESS" || "UPDATE_COMPLETE" || "UPDATE_FAILED_ROLLBACK_IN_PROGRESS" || "UPDATE_FAILED_ROLLBACK_COMPLETE" || "DELETE_IN_PROGRESS" || "DELETE_COMPLETE" || "DELETE_FAILED",
//     StatusMessage: "STRING_VALUE",
//   },
// };

Param

CreateDatasetCommandInput

Returns

CreateDatasetCommandOutput

See

• CreateDatasetCommandInput for command's input shape.
• CreateDatasetCommandOutput for command's response shape.
• config for LookoutVisionClient's config shape.

Throws

AccessDeniedException (client fault)

You are not authorized to perform the action.

Throws

ConflictException (client fault)

The update or deletion of a resource caused an inconsistent state.

Throws

InternalServerException (server fault)

Amazon Lookout for Vision experienced a service issue. Try your call again.

Throws

ResourceNotFoundException (client fault)

The resource could not be found.

Throws

ServiceQuotaExceededException (client fault)

A service quota was exceeded the allowed limit. For more information, see Limits in Amazon Lookout for Vision in the Amazon Lookout for Vision Developer Guide.

Throws

ThrottlingException (client fault)

Amazon Lookout for Vision is temporarily unable to process the request. Try your call again.

Throws

ValidationException (client fault)

An input validation error occured. For example, invalid characters in a project name, or if a pagination token is invalid.

Throws

LookoutVisionServiceException

Base exception class for all service exceptions from LookoutVision service.