openapi: 3.0.0 info: version: '2017-03-31' x-release: v4 title: 'AWS Glue #X Amz Target=AWSGlue.BatchCreatePartition #X Amz Target=AWSGlue.BatchCreatePartition #X Amz Target=AWSGlue.StartImportLabelsTaskRun API' description: Glue

Defines the public endpoint for the Glue service.

x-logo: url: https://api.apis.guru/v2/cache/logo/https_twitter.com_awscloud_profile_image.png backgroundColor: '#FFFFFF' termsOfService: https://aws.amazon.com/service-terms/ contact: name: Mike Ralphson email: mike.ralphson@gmail.com url: https://github.com/mermade/aws2openapi x-twitter: PermittedSoc license: name: Apache 2.0 License url: http://www.apache.org/licenses/ x-providerName: amazonaws.com x-serviceName: glue x-origin: - contentType: application/json url: https://raw.githubusercontent.com/aws/aws-sdk-js/master/apis/glue-2017-03-31.normal.json converter: url: https://github.com/mermade/aws2openapi version: 1.0.0 x-apisguru-driver: external x-apiClientRegistration: url: https://portal.aws.amazon.com/gp/aws/developer/registration/index.html?nc2=h_ct x-apisguru-categories: - cloud x-preferred: true servers: - url: http://glue.{region}.amazonaws.com variables: region: description: The AWS region enum: - us-east-1 - us-east-2 - us-west-1 - us-west-2 - us-gov-west-1 - us-gov-east-1 - ca-central-1 - eu-north-1 - eu-west-1 - eu-west-2 - eu-west-3 - eu-central-1 - eu-south-1 - af-south-1 - ap-northeast-1 - ap-northeast-2 - ap-northeast-3 - ap-southeast-1 - ap-southeast-2 - ap-east-1 - ap-south-1 - sa-east-1 - me-south-1 default: us-east-1 description: The AWS Glue multi-region endpoint - url: https://glue.{region}.amazonaws.com variables: region: description: The AWS region enum: - us-east-1 - us-east-2 - us-west-1 - us-west-2 - us-gov-west-1 - us-gov-east-1 - ca-central-1 - eu-north-1 - eu-west-1 - eu-west-2 - eu-west-3 - eu-central-1 - eu-south-1 - af-south-1 - ap-northeast-1 - ap-northeast-2 - ap-northeast-3 - ap-southeast-1 - ap-southeast-2 - ap-east-1 - ap-south-1 - sa-east-1 - me-south-1 default: us-east-1 description: The AWS Glue multi-region endpoint - url: http://glue.{region}.amazonaws.com.cn variables: region: description: The AWS region enum: - cn-north-1 - cn-northwest-1 default: cn-north-1 description: The AWS Glue endpoint for China (Beijing) and China (Ningxia) - url: https://glue.{region}.amazonaws.com.cn variables: region: description: The AWS region enum: - cn-north-1 - cn-northwest-1 default: cn-north-1 description: The AWS Glue endpoint for China (Beijing) and China (Ningxia) security: - hmac: [] tags: - name: '#X Amz Target=AWSGlue.StartImportLabelsTaskRun' paths: /#X-Amz-Target=AWSGlue.StartImportLabelsTaskRun: parameters: - $ref: '#/components/parameters/X-Amz-Content-Sha256' - $ref: '#/components/parameters/X-Amz-Date' - $ref: '#/components/parameters/X-Amz-Algorithm' - $ref: '#/components/parameters/X-Amz-Credential' - $ref: '#/components/parameters/X-Amz-Security-Token' - $ref: '#/components/parameters/X-Amz-Signature' - $ref: '#/components/parameters/X-Amz-SignedHeaders' post: operationId: StartImportLabelsTaskRun description:

Enables you to provide additional labels (examples of truth) to be used to teach the machine learning transform and improve its quality. This API operation is generally used as part of the active learning workflow that starts with the StartMLLabelingSetGenerationTaskRun call and that ultimately results in improving the quality of your machine learning transform.

After the StartMLLabelingSetGenerationTaskRun finishes, Glue machine learning will have generated a series of questions for humans to answer. (Answering these questions is often called 'labeling' in the machine learning workflows). In the case of the FindMatches transform, these questions are of the form, “What is the correct way to group these rows together into groups composed entirely of matching records?” After the labeling process is finished, users upload their answers/labels with a call to StartImportLabelsTaskRun. After StartImportLabelsTaskRun finishes, all future runs of the machine learning transform use the new and improved labels and perform a higher-quality transformation.

By default, StartMLLabelingSetGenerationTaskRun continually learns from and combines all labels that you upload unless you set Replace to true. If you set Replace to true, StartImportLabelsTaskRun deletes and forgets all previously uploaded labels and learns only from the exact set that you upload. Replacing labels can be helpful if you realize that you previously uploaded incorrect labels, and you believe that they are having a negative effect on your transform quality.

You can check on the status of your task run by calling the GetMLTaskRun operation.

responses: '200': description: Success content: application/json: schema: $ref: '#/components/schemas/StartImportLabelsTaskRunResponse' examples: StartImportLabelsTaskRun200Example: summary: Default StartImportLabelsTaskRun 200 response x-microcks-default: true value: JobRunId: jr_abc123 State: SUCCEEDED '480': description: EntityNotFoundException content: application/json: schema: $ref: '#/components/schemas/EntityNotFoundException' examples: StartImportLabelsTaskRun480Example: summary: Default StartImportLabelsTaskRun 480 response x-microcks-default: true value: JobRunId: jr_abc123 State: SUCCEEDED '481': description: InvalidInputException content: application/json: schema: $ref: '#/components/schemas/InvalidInputException' examples: StartImportLabelsTaskRun481Example: summary: Default StartImportLabelsTaskRun 481 response x-microcks-default: true value: JobRunId: jr_abc123 State: SUCCEEDED '482': description: OperationTimeoutException content: application/json: schema: $ref: '#/components/schemas/OperationTimeoutException' examples: StartImportLabelsTaskRun482Example: summary: Default StartImportLabelsTaskRun 482 response x-microcks-default: true value: JobRunId: jr_abc123 State: SUCCEEDED '483': description: ResourceNumberLimitExceededException content: application/json: schema: $ref: '#/components/schemas/ResourceNumberLimitExceededException' examples: StartImportLabelsTaskRun483Example: summary: Default StartImportLabelsTaskRun 483 response x-microcks-default: true value: JobRunId: jr_abc123 State: SUCCEEDED '484': description: InternalServiceException content: application/json: schema: $ref: '#/components/schemas/InternalServiceException' examples: StartImportLabelsTaskRun484Example: summary: Default StartImportLabelsTaskRun 484 response x-microcks-default: true value: JobRunId: jr_abc123 State: SUCCEEDED requestBody: required: true content: application/json: schema: $ref: '#/components/schemas/StartImportLabelsTaskRunRequest' parameters: - name: X-Amz-Target in: header required: true schema: type: string enum: - AWSGlue.StartImportLabelsTaskRun summary: Amazon Glue Start Import Labels Task Run x-microcks-operation: delay: 0 dispatcher: FALLBACK tags: - '#X Amz Target=AWSGlue.StartImportLabelsTaskRun' components: parameters: X-Amz-Signature: name: X-Amz-Signature in: header schema: type: string required: false X-Amz-Algorithm: name: X-Amz-Algorithm in: header schema: type: string required: false X-Amz-Content-Sha256: name: X-Amz-Content-Sha256 in: header schema: type: string required: false X-Amz-Date: name: X-Amz-Date in: header schema: type: string required: false X-Amz-SignedHeaders: name: X-Amz-SignedHeaders in: header schema: type: string required: false X-Amz-Security-Token: name: X-Amz-Security-Token in: header schema: type: string required: false X-Amz-Credential: name: X-Amz-Credential in: header schema: type: string required: false schemas: UriString: type: string OperationTimeoutException: {} InternalServiceException: {} HashString: type: string minLength: 1 maxLength: 255 x-pattern: '[\u0020-\uD7FF\uE000-\uFFFD\uD800\uDC00-\uDBFF\uDFFF\t]*' InvalidInputException: {} StartImportLabelsTaskRunResponse: type: object properties: TaskRunId: allOf: - $ref: '#/components/schemas/HashString' - description: The unique identifier for the task run. ReplaceBoolean: type: boolean EntityNotFoundException: {} StartImportLabelsTaskRunRequest: type: object required: - TransformId - InputS3Path title: StartImportLabelsTaskRunRequest properties: TransformId: allOf: - $ref: '#/components/schemas/HashString' - description: The unique identifier of the machine learning transform. InputS3Path: allOf: - $ref: '#/components/schemas/UriString' - description: The Amazon Simple Storage Service (Amazon S3) path from where you import the labels. ReplaceAllLabels: allOf: - $ref: '#/components/schemas/ReplaceBoolean' - description: Indicates whether to overwrite your existing labels. ResourceNumberLimitExceededException: {} securitySchemes: hmac: type: apiKey name: Authorization in: header description: Amazon Signature authorization v4 x-amazon-apigateway-authtype: awsSigv4 externalDocs: description: Amazon Web Services documentation url: https://docs.aws.amazon.com/glue/ x-hasEquivalentPaths: true