import * as pulumi from "@pulumi/pulumi";
import * as inputs from "../../types/input";
import * as outputs from "../../types/output";
import * as enums from "../../types/enums";
/**
 * Adds a user provided trial to a study.
 * Auto-naming is currently not supported for this resource.
 */
export declare class Trial extends pulumi.CustomResource {
    /**
     * Get an existing Trial 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): Trial;
    /**
     * Returns true if the given object is an instance of Trial.  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 Trial;
    /**
     * The identifier of the client that originally requested this trial.
     */
    readonly clientId: pulumi.Output<string>;
    /**
     * Time at which the trial's status changed to COMPLETED.
     */
    readonly endTime: pulumi.Output<string>;
    /**
     * The final measurement containing the objective value.
     */
    readonly finalMeasurement: pulumi.Output<outputs.ml.v1.GoogleCloudMlV1__MeasurementResponse>;
    /**
     * A human readable string describing why the trial is infeasible. This should only be set if trial_infeasible is true.
     */
    readonly infeasibleReason: pulumi.Output<string>;
    readonly location: pulumi.Output<string>;
    /**
     * A list of measurements that are strictly lexicographically ordered by their induced tuples (steps, elapsed_time). These are used for early stopping computations.
     */
    readonly measurements: pulumi.Output<outputs.ml.v1.GoogleCloudMlV1__MeasurementResponse[]>;
    /**
     * Name of the trial assigned by the service.
     */
    readonly name: pulumi.Output<string>;
    /**
     * The parameters of the trial.
     */
    readonly parameters: pulumi.Output<outputs.ml.v1.GoogleCloudMlV1_Trial_ParameterResponse[]>;
    readonly project: pulumi.Output<string>;
    /**
     * Time at which the trial was started.
     */
    readonly startTime: pulumi.Output<string>;
    /**
     * The detailed state of a trial.
     */
    readonly state: pulumi.Output<string>;
    readonly studyId: pulumi.Output<string>;
    /**
     * If true, the parameters in this trial are not attempted again.
     */
    readonly trialInfeasible: pulumi.Output<boolean>;
    /**
     * Create a Trial 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: TrialArgs, opts?: pulumi.CustomResourceOptions);
}
/**
 * The set of arguments for constructing a Trial resource.
 */
export interface TrialArgs {
    /**
     * The final measurement containing the objective value.
     */
    finalMeasurement?: pulumi.Input<inputs.ml.v1.GoogleCloudMlV1__MeasurementArgs>;
    location?: pulumi.Input<string>;
    /**
     * A list of measurements that are strictly lexicographically ordered by their induced tuples (steps, elapsed_time). These are used for early stopping computations.
     */
    measurements?: pulumi.Input<pulumi.Input<inputs.ml.v1.GoogleCloudMlV1__MeasurementArgs>[]>;
    /**
     * The parameters of the trial.
     */
    parameters?: pulumi.Input<pulumi.Input<inputs.ml.v1.GoogleCloudMlV1_Trial_ParameterArgs>[]>;
    project?: pulumi.Input<string>;
    /**
     * The detailed state of a trial.
     */
    state?: pulumi.Input<enums.ml.v1.TrialState>;
    studyId: pulumi.Input<string>;
}