# Source: https://docs.datadoghq.com/ddsql_reference/data_directory/aws/aws.sagemaker_labeling_job.dataset.md

---
title: SageMaker Ground Truth Labeling Job
description: Datadog, the leading service for cloud-scale monitoring.
breadcrumbs: Docs > DDSQL Reference > Data Directory > SageMaker Ground Truth Labeling Job
---

# SageMaker Ground Truth Labeling Job

SageMaker Ground Truth Labeling Job is an AWS resource that manages data labeling tasks for machine learning. It allows you to create and monitor labeling jobs where human labelers or automated processes annotate datasets. The service supports workflows for images, text, video, and other data types, and integrates with workforce options such as Amazon Mechanical Turk, vendor workforces, or your own private team. This resource provides details about the labeling job's status, input and output data locations, and configuration settings, helping streamline the preparation of high-quality training data for machine learning models.

```
aws.sagemaker_labeling_job
```

## Fields

| Title                          | ID   | Type       | Data Type                                                                                                                                                                                                                                                                                                                                                                                                                                         | Description |
| ------------------------------ | ---- | ---------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | ----------- |
| _key                           | core | string     |
| account_id                     | core | string     |
| creation_time                  | core | timestamp  | The date and time that the labeling job was created.                                                                                                                                                                                                                                                                                                                                                                                              |
| failure_reason                 | core | string     | If the job failed, the reason that it failed.                                                                                                                                                                                                                                                                                                                                                                                                     |
| human_task_config              | core | json       | Configuration information required for human workers to complete a labeling task.                                                                                                                                                                                                                                                                                                                                                                 |
| input_config                   | core | json       | Input configuration information for the labeling job, such as the Amazon S3 location of the data objects and the location of the manifest file that describes the data objects.                                                                                                                                                                                                                                                                   |
| job_reference_code             | core | string     | A unique identifier for work done as part of a labeling job.                                                                                                                                                                                                                                                                                                                                                                                      |
| label_attribute_name           | core | string     | The attribute used as the label in the output manifest file.                                                                                                                                                                                                                                                                                                                                                                                      |
| label_category_config_s3_uri   | core | string     | The S3 location of the JSON file that defines the categories used to label data objects. Please note the following label-category limits: Semantic segmentation labeling jobs using automated labeling: 20 labels Box bounding labeling jobs (all): 10 labels The file is a JSON structure in the following format: { "document-version": "2018-11-28" "labels": [ { "label": "label 1" }, { "label": "label 2" }, ... { "label": "label n" } ] } |
| label_counters                 | core | json       | Provides a breakdown of the number of data objects labeled by humans, the number of objects labeled by machine, the number of objects than couldn't be labeled, and the total number of objects labeled.                                                                                                                                                                                                                                          |
| labeling_job_algorithms_config | core | json       | Configuration information for automated data labeling.                                                                                                                                                                                                                                                                                                                                                                                            |
| labeling_job_arn               | core | string     | The Amazon Resource Name (ARN) of the labeling job.                                                                                                                                                                                                                                                                                                                                                                                               |
| labeling_job_name              | core | string     | The name assigned to the labeling job when it was created.                                                                                                                                                                                                                                                                                                                                                                                        |
| labeling_job_output            | core | json       | The location of the output produced by the labeling job.                                                                                                                                                                                                                                                                                                                                                                                          |
| labeling_job_status            | core | string     | The processing status of the labeling job.                                                                                                                                                                                                                                                                                                                                                                                                        |
| last_modified_time             | core | timestamp  | The date and time that the labeling job was last updated.                                                                                                                                                                                                                                                                                                                                                                                         |
| output_config                  | core | json       | The location of the job's output data and the Amazon Web Services Key Management Service key ID for the key used to encrypt the output data, if any.                                                                                                                                                                                                                                                                                              |
| role_arn                       | core | string     | The Amazon Resource Name (ARN) that SageMaker assumes to perform tasks on your behalf during data labeling.                                                                                                                                                                                                                                                                                                                                       |
| stopping_conditions            | core | json       | A set of conditions for stopping a labeling job. If any of the conditions are met, the job is automatically stopped.                                                                                                                                                                                                                                                                                                                              |
| tags                           | core | hstore_csv |