import * as pulumi from "@pulumi/pulumi";
import { input as inputs, output as outputs } from "../../types";
/**
 * Creates a training or a batch prediction job.
 */
export declare class Job extends pulumi.CustomResource {
    /**
     * Get an existing Job 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 opts Optional settings to control the behavior of the CustomResource.
     */
    static get(name: string, id: pulumi.Input<pulumi.ID>, opts?: pulumi.CustomResourceOptions): Job;
    /**
     * Returns true if the given object is an instance of Job.  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 Job;
    /**
     * When the job was created.
     */
    readonly createTime: pulumi.Output<string>;
    /**
     * When the job processing was completed.
     */
    readonly endTime: pulumi.Output<string>;
    /**
     * The details of a failure or a cancellation.
     */
    readonly errorMessage: pulumi.Output<string>;
    /**
     * `etag` is used for optimistic concurrency control as a way to help prevent simultaneous updates of a job from overwriting each other. It is strongly suggested that systems make use of the `etag` in the read-modify-write cycle to perform job updates in order to avoid race conditions: An `etag` is returned in the response to `GetJob`, and systems are expected to put that etag in the request to `UpdateJob` to ensure that their change will be applied to the same version of the job.
     */
    readonly etag: pulumi.Output<string>;
    /**
     * Required. The user-specified id of the job.
     */
    readonly jobId: pulumi.Output<string>;
    /**
     * Optional. One or more labels that you can add, to organize your jobs. Each label is a key-value pair, where both the key and the value are arbitrary strings that you supply. For more information, see the documentation on using labels.
     */
    readonly labels: pulumi.Output<{
        [key: string]: string;
    }>;
    /**
     * Input parameters to create a prediction job.
     */
    readonly predictionInput: pulumi.Output<outputs.ml.v1.GoogleCloudMlV1__PredictionInputResponse>;
    /**
     * The current prediction job result.
     */
    readonly predictionOutput: pulumi.Output<outputs.ml.v1.GoogleCloudMlV1__PredictionOutputResponse>;
    /**
     * When the job processing was started.
     */
    readonly startTime: pulumi.Output<string>;
    /**
     * The detailed state of a job.
     */
    readonly state: pulumi.Output<string>;
    /**
     * Input parameters to create a training job.
     */
    readonly trainingInput: pulumi.Output<outputs.ml.v1.GoogleCloudMlV1__TrainingInputResponse>;
    /**
     * The current training job result.
     */
    readonly trainingOutput: pulumi.Output<outputs.ml.v1.GoogleCloudMlV1__TrainingOutputResponse>;
    /**
     * Create a Job 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: JobArgs, opts?: pulumi.CustomResourceOptions);
}
/**
 * The set of arguments for constructing a Job resource.
 */
export interface JobArgs {
    /**
     * When the job was created.
     */
    readonly createTime?: pulumi.Input<string>;
    /**
     * When the job processing was completed.
     */
    readonly endTime?: pulumi.Input<string>;
    /**
     * The details of a failure or a cancellation.
     */
    readonly errorMessage?: pulumi.Input<string>;
    /**
     * `etag` is used for optimistic concurrency control as a way to help prevent simultaneous updates of a job from overwriting each other. It is strongly suggested that systems make use of the `etag` in the read-modify-write cycle to perform job updates in order to avoid race conditions: An `etag` is returned in the response to `GetJob`, and systems are expected to put that etag in the request to `UpdateJob` to ensure that their change will be applied to the same version of the job.
     */
    readonly etag?: pulumi.Input<string>;
    /**
     * Required. The user-specified id of the job.
     */
    readonly jobId?: pulumi.Input<string>;
    readonly jobsId: pulumi.Input<string>;
    /**
     * Optional. One or more labels that you can add, to organize your jobs. Each label is a key-value pair, where both the key and the value are arbitrary strings that you supply. For more information, see the documentation on using labels.
     */
    readonly labels?: pulumi.Input<{
        [key: string]: pulumi.Input<string>;
    }>;
    /**
     * Input parameters to create a prediction job.
     */
    readonly predictionInput?: pulumi.Input<inputs.ml.v1.GoogleCloudMlV1__PredictionInput>;
    /**
     * The current prediction job result.
     */
    readonly predictionOutput?: pulumi.Input<inputs.ml.v1.GoogleCloudMlV1__PredictionOutput>;
    readonly projectsId: pulumi.Input<string>;
    /**
     * When the job processing was started.
     */
    readonly startTime?: pulumi.Input<string>;
    /**
     * The detailed state of a job.
     */
    readonly state?: pulumi.Input<string>;
    /**
     * Input parameters to create a training job.
     */
    readonly trainingInput?: pulumi.Input<inputs.ml.v1.GoogleCloudMlV1__TrainingInput>;
    /**
     * The current training job result.
     */
    readonly trainingOutput?: pulumi.Input<inputs.ml.v1.GoogleCloudMlV1__TrainingOutput>;
}