import * as pulumi from "@pulumi/pulumi";
import * as inputs from "../types/input";
import * as outputs from "../types/output";
/**
 * Manage an Amazon SageMaker labeling job.
 *
 * ## Example Usage
 *
 * Basic usage:
 *
 * ```typescript
 * import * as pulumi from "@pulumi/pulumi";
 * import * as aws from "@pulumi/aws";
 *
 * // https://docs.aws.amazon.com/sagemaker/latest/dg/sms-named-entity-recg.html#sms-creating-ner-api.
 * const test = new aws.sagemaker.LabelingJob("test", {
 *     humanTaskConfig: {
 *         uiConfig: {
 *             humanTaskUiArn: "arn:aws:sagemaker:us-west-2:394669845002:human-task-ui/NamedEntityRecognition",
 *         },
 *         annotationConsolidationConfig: {
 *             annotationConsolidationLambdaArn: "arn:aws:lambda:us-west-2:081040173940:function:ACS-NamedEntityRecognition",
 *         },
 *         numberOfHumanWorkersPerDataObject: 1,
 *         taskDescription: "Apply the labels provided to specific words or phrases within the larger text block.",
 *         taskTitle: "Named entity Recognition task",
 *         taskTimeLimitInSeconds: 28800,
 *         workteamArn: example.arn,
 *         preHumanTaskLambdaArn: "arn:aws:lambda:us-west-2:081040173940:function:PRE-NamedEntityRecognition",
 *     },
 *     inputConfig: {
 *         dataSource: {
 *             snsDataSource: {
 *                 snsTopicArn: exampleAwsSnsTopic.arn,
 *             },
 *         },
 *     },
 *     outputConfig: {
 *         s3OutputPath: `s3://${exampleAwsS3Bucket.bucket}/`,
 *     },
 *     labelAttributeName: "label1",
 *     labelingJobName: "my-labeling-job",
 *     roleArn: exampleAwsIamRole.arn,
 *     labelCategoryConfigS3Uri: `s3://${exampleAwsS3Bucket.bucket}/${exampleAwsS3Object.key}`,
 * });
 * ```
 *
 * ## Import
 *
 * Using `pulumi import`, import labeling jobs using the `labelingJobName`. For example:
 *
 * ```sh
 * $ pulumi import aws:sagemaker/labelingJob:LabelingJob example my-labeling-job
 * ```
 */
export declare class LabelingJob extends pulumi.CustomResource {
    /**
     * Get an existing LabelingJob resource's state with the given name, ID, and optional extra
     * properties used to qualify the lookup.
     *
     * @param name The _unique_ name of the resulting resource.
     * @param id The _unique_ provider ID of the resource to lookup.
     * @param state Any extra arguments used during the lookup.
     * @param opts Optional settings to control the behavior of the CustomResource.
     */
    static get(name: string, id: pulumi.Input<pulumi.ID>, state?: LabelingJobState, opts?: pulumi.CustomResourceOptions): LabelingJob;
    /**
     * Returns true if the given object is an instance of LabelingJob.  This is designed to work even
     * when multiple copies of the Pulumi SDK have been loaded into the same process.
     */
    static isInstance(obj: any): obj is LabelingJob;
    /**
     * If the job failed, the reason that it failed.
     */
    readonly failureReason: pulumi.Output<string>;
    /**
     * Configuration information required for human workers to complete a labeling task. Fields are documented below.
     */
    readonly humanTaskConfig: pulumi.Output<outputs.sagemaker.LabelingJobHumanTaskConfig>;
    /**
     * Input data for the labeling job. Fields are documented below.
     */
    readonly inputConfig: pulumi.Output<outputs.sagemaker.LabelingJobInputConfig>;
    /**
     * Unique identifier for work done as part of a labeling job.
     */
    readonly jobReferenceCode: pulumi.Output<string>;
    /**
     * Attribute name to use for the label in the output manifest file.
     */
    readonly labelAttributeName: pulumi.Output<string>;
    /**
     * S3 URI of the file that defines the categories used to label the data objects.
     */
    readonly labelCategoryConfigS3Uri: pulumi.Output<string | undefined>;
    /**
     * A breakdown of the number of objects labeled.
     */
    readonly labelCounters: pulumi.Output<outputs.sagemaker.LabelingJobLabelCounter[]>;
    /**
     * Information required to perform automated data labeling.. Fields are documented below.
     */
    readonly labelingJobAlgorithmsConfig: pulumi.Output<outputs.sagemaker.LabelingJobLabelingJobAlgorithmsConfig | undefined>;
    /**
     * ARN of the labeling job.
     */
    readonly labelingJobArn: pulumi.Output<string>;
    /**
     * Name of the labeling job.
     */
    readonly labelingJobName: pulumi.Output<string>;
    /**
     * Processing status of the labeling job.
     */
    readonly labelingJobStatus: pulumi.Output<string>;
    /**
     * Location of the output data. Fields are documented below.
     */
    readonly outputConfig: pulumi.Output<outputs.sagemaker.LabelingJobOutputConfig>;
    /**
     * Region where this resource will be [managed](https://docs.aws.amazon.com/general/latest/gr/rande.html#regional-endpoints). Defaults to the Region set in the provider configuration.
     */
    readonly region: pulumi.Output<string>;
    /**
     * ARN of IAM role that Amazon SageMaker assumes to perform tasks during data labeling.
     */
    readonly roleArn: pulumi.Output<string>;
    /**
     * Conditions for stopping a labeling job. If any of the conditions are met, the job is automatically stopped. Fields are documented below.
     */
    readonly stoppingConditions: pulumi.Output<outputs.sagemaker.LabelingJobStoppingCondition[]>;
    /**
     * A mapping of tags to assign to the resource. If configured with a provider `defaultTags` configuration block present, tags with matching keys will overwrite those defined at the provider-level.
     */
    readonly tags: pulumi.Output<{
        [key: string]: string;
    } | undefined>;
    /**
     * A map of tags assigned to the resource, including those inherited from the provider `defaultTags` configuration block.
     */
    readonly tagsAll: pulumi.Output<{
        [key: string]: string;
    }>;
    /**
     * Create a LabelingJob resource with the given unique name, arguments, and options.
     *
     * @param name The _unique_ name of the resource.
     * @param args The arguments to use to populate this resource's properties.
     * @param opts A bag of options that control this resource's behavior.
     */
    constructor(name: string, args: LabelingJobArgs, opts?: pulumi.CustomResourceOptions);
}
/**
 * Input properties used for looking up and filtering LabelingJob resources.
 */
export interface LabelingJobState {
    /**
     * If the job failed, the reason that it failed.
     */
    failureReason?: pulumi.Input<string | undefined>;
    /**
     * Configuration information required for human workers to complete a labeling task. Fields are documented below.
     */
    humanTaskConfig?: pulumi.Input<inputs.sagemaker.LabelingJobHumanTaskConfig | undefined>;
    /**
     * Input data for the labeling job. Fields are documented below.
     */
    inputConfig?: pulumi.Input<inputs.sagemaker.LabelingJobInputConfig | undefined>;
    /**
     * Unique identifier for work done as part of a labeling job.
     */
    jobReferenceCode?: pulumi.Input<string | undefined>;
    /**
     * Attribute name to use for the label in the output manifest file.
     */
    labelAttributeName?: pulumi.Input<string | undefined>;
    /**
     * S3 URI of the file that defines the categories used to label the data objects.
     */
    labelCategoryConfigS3Uri?: pulumi.Input<string | undefined>;
    /**
     * A breakdown of the number of objects labeled.
     */
    labelCounters?: pulumi.Input<pulumi.Input<inputs.sagemaker.LabelingJobLabelCounter>[] | undefined>;
    /**
     * Information required to perform automated data labeling.. Fields are documented below.
     */
    labelingJobAlgorithmsConfig?: pulumi.Input<inputs.sagemaker.LabelingJobLabelingJobAlgorithmsConfig | undefined>;
    /**
     * ARN of the labeling job.
     */
    labelingJobArn?: pulumi.Input<string | undefined>;
    /**
     * Name of the labeling job.
     */
    labelingJobName?: pulumi.Input<string | undefined>;
    /**
     * Processing status of the labeling job.
     */
    labelingJobStatus?: pulumi.Input<string | undefined>;
    /**
     * Location of the output data. Fields are documented below.
     */
    outputConfig?: pulumi.Input<inputs.sagemaker.LabelingJobOutputConfig | undefined>;
    /**
     * Region where this resource will be [managed](https://docs.aws.amazon.com/general/latest/gr/rande.html#regional-endpoints). Defaults to the Region set in the provider configuration.
     */
    region?: pulumi.Input<string | undefined>;
    /**
     * ARN of IAM role that Amazon SageMaker assumes to perform tasks during data labeling.
     */
    roleArn?: pulumi.Input<string | undefined>;
    /**
     * Conditions for stopping a labeling job. If any of the conditions are met, the job is automatically stopped. Fields are documented below.
     */
    stoppingConditions?: pulumi.Input<pulumi.Input<inputs.sagemaker.LabelingJobStoppingCondition>[] | undefined>;
    /**
     * A mapping of tags to assign to the resource. If configured with a provider `defaultTags` configuration block present, tags with matching keys will overwrite those defined at the provider-level.
     */
    tags?: pulumi.Input<{
        [key: string]: pulumi.Input<string>;
    } | undefined>;
    /**
     * A map of tags assigned to the resource, including those inherited from the provider `defaultTags` configuration block.
     */
    tagsAll?: pulumi.Input<{
        [key: string]: pulumi.Input<string>;
    } | undefined>;
}
/**
 * The set of arguments for constructing a LabelingJob resource.
 */
export interface LabelingJobArgs {
    /**
     * Configuration information required for human workers to complete a labeling task. Fields are documented below.
     */
    humanTaskConfig: pulumi.Input<inputs.sagemaker.LabelingJobHumanTaskConfig>;
    /**
     * Input data for the labeling job. Fields are documented below.
     */
    inputConfig: pulumi.Input<inputs.sagemaker.LabelingJobInputConfig>;
    /**
     * Attribute name to use for the label in the output manifest file.
     */
    labelAttributeName: pulumi.Input<string>;
    /**
     * S3 URI of the file that defines the categories used to label the data objects.
     */
    labelCategoryConfigS3Uri?: pulumi.Input<string | undefined>;
    /**
     * Information required to perform automated data labeling.. Fields are documented below.
     */
    labelingJobAlgorithmsConfig?: pulumi.Input<inputs.sagemaker.LabelingJobLabelingJobAlgorithmsConfig | undefined>;
    /**
     * Name of the labeling job.
     */
    labelingJobName: pulumi.Input<string>;
    /**
     * Location of the output data. Fields are documented below.
     */
    outputConfig: pulumi.Input<inputs.sagemaker.LabelingJobOutputConfig>;
    /**
     * Region where this resource will be [managed](https://docs.aws.amazon.com/general/latest/gr/rande.html#regional-endpoints). Defaults to the Region set in the provider configuration.
     */
    region?: pulumi.Input<string | undefined>;
    /**
     * ARN of IAM role that Amazon SageMaker assumes to perform tasks during data labeling.
     */
    roleArn: pulumi.Input<string>;
    /**
     * Conditions for stopping a labeling job. If any of the conditions are met, the job is automatically stopped. Fields are documented below.
     */
    stoppingConditions?: pulumi.Input<pulumi.Input<inputs.sagemaker.LabelingJobStoppingCondition>[] | undefined>;
    /**
     * A mapping of tags to assign to the resource. If configured with a provider `defaultTags` configuration block present, tags with matching keys will overwrite those defined at the provider-level.
     */
    tags?: pulumi.Input<{
        [key: string]: pulumi.Input<string>;
    } | undefined>;
}
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