import * as pulumi from "@pulumi/pulumi"; import * as inputs from "../types/input"; import * as outputs from "../types/output"; /** * Represents a machine learning solution. * * A model can have multiple versions, each of which is a deployed, trained model * ready to receive prediction requests. The model itself is just a container. * * To get more information about Model, see: * * * [API documentation](https://cloud.google.com/ai-platform/prediction/docs/reference/rest/v1/projects.models) * * How-to Guides * * [Official Documentation](https://cloud.google.com/ai-platform/prediction/docs/deploying-models) * * ## Example Usage * * ### Ml Model Basic * * ```typescript * import * as pulumi from "@pulumi/pulumi"; * import * as gcp from "@pulumi/gcp"; * * const _default = new gcp.ml.EngineModel("default", { * name: "default", * description: "My model", * regions: "us-central1", * }); * ``` * ### Ml Model Full * * ```typescript * import * as pulumi from "@pulumi/pulumi"; * import * as gcp from "@pulumi/gcp"; * * const _default = new gcp.ml.EngineModel("default", { * name: "default", * description: "My model", * regions: "us-central1", * labels: { * my_model: "foo", * }, * onlinePredictionLogging: true, * onlinePredictionConsoleLogging: true, * }); * ``` * * ## Import * * Model can be imported using any of these accepted formats: * * * `projects/{{project}}/models/{{name}}` * * * `{{project}}/{{name}}` * * * `{{name}}` * * When using the `pulumi import` command, Model can be imported using one of the formats above. For example: * * ```sh * $ pulumi import gcp:ml/engineModel:EngineModel default projects/{{project}}/models/{{name}} * ``` * * ```sh * $ pulumi import gcp:ml/engineModel:EngineModel default {{project}}/{{name}} * ``` * * ```sh * $ pulumi import gcp:ml/engineModel:EngineModel default {{name}} * ``` */ export declare class EngineModel extends pulumi.CustomResource { /** * Get an existing EngineModel 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, state?: EngineModelState, opts?: pulumi.CustomResourceOptions): EngineModel; /** * Returns true if the given object is an instance of EngineModel. 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 EngineModel; /** * The default version of the model. This version will be used to handle * prediction requests that do not specify a version. * Structure is documented below. */ readonly defaultVersion: pulumi.Output; /** * The description specified for the model when it was created. */ readonly description: pulumi.Output; /** * All of labels (key/value pairs) present on the resource in GCP, including the labels configured through Pulumi, other clients and services. */ readonly effectiveLabels: pulumi.Output<{ [key: string]: string; }>; /** * One or more labels that you can add, to organize your models. * **Note**: This field is non-authoritative, and will only manage the labels present in your configuration. * Please refer to the field `effectiveLabels` for all of the labels present on the resource. */ readonly labels: pulumi.Output<{ [key: string]: string; } | undefined>; /** * The name specified for the model. * * * - - - */ readonly name: pulumi.Output; /** * If true, online prediction nodes send stderr and stdout streams to Stackdriver Logging */ readonly onlinePredictionConsoleLogging: pulumi.Output; /** * If true, online prediction access logs are sent to StackDriver Logging. */ readonly onlinePredictionLogging: pulumi.Output; /** * The ID of the project in which the resource belongs. * If it is not provided, the provider project is used. */ readonly project: pulumi.Output; /** * The combination of labels configured directly on the resource * and default labels configured on the provider. */ readonly pulumiLabels: pulumi.Output<{ [key: string]: string; }>; /** * The list of regions where the model is going to be deployed. * Currently only one region per model is supported */ readonly regions: pulumi.Output; /** * Create a EngineModel 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?: EngineModelArgs, opts?: pulumi.CustomResourceOptions); } /** * Input properties used for looking up and filtering EngineModel resources. */ export interface EngineModelState { /** * The default version of the model. This version will be used to handle * prediction requests that do not specify a version. * Structure is documented below. */ defaultVersion?: pulumi.Input; /** * The description specified for the model when it was created. */ description?: pulumi.Input; /** * All of labels (key/value pairs) present on the resource in GCP, including the labels configured through Pulumi, other clients and services. */ effectiveLabels?: pulumi.Input<{ [key: string]: pulumi.Input; }>; /** * One or more labels that you can add, to organize your models. * **Note**: This field is non-authoritative, and will only manage the labels present in your configuration. * Please refer to the field `effectiveLabels` for all of the labels present on the resource. */ labels?: pulumi.Input<{ [key: string]: pulumi.Input; }>; /** * The name specified for the model. * * * - - - */ name?: pulumi.Input; /** * If true, online prediction nodes send stderr and stdout streams to Stackdriver Logging */ onlinePredictionConsoleLogging?: pulumi.Input; /** * If true, online prediction access logs are sent to StackDriver Logging. */ onlinePredictionLogging?: pulumi.Input; /** * The ID of the project in which the resource belongs. * If it is not provided, the provider project is used. */ project?: pulumi.Input; /** * The combination of labels configured directly on the resource * and default labels configured on the provider. */ pulumiLabels?: pulumi.Input<{ [key: string]: pulumi.Input; }>; /** * The list of regions where the model is going to be deployed. * Currently only one region per model is supported */ regions?: pulumi.Input; } /** * The set of arguments for constructing a EngineModel resource. */ export interface EngineModelArgs { /** * The default version of the model. This version will be used to handle * prediction requests that do not specify a version. * Structure is documented below. */ defaultVersion?: pulumi.Input; /** * The description specified for the model when it was created. */ description?: pulumi.Input; /** * One or more labels that you can add, to organize your models. * **Note**: This field is non-authoritative, and will only manage the labels present in your configuration. * Please refer to the field `effectiveLabels` for all of the labels present on the resource. */ labels?: pulumi.Input<{ [key: string]: pulumi.Input; }>; /** * The name specified for the model. * * * - - - */ name?: pulumi.Input; /** * If true, online prediction nodes send stderr and stdout streams to Stackdriver Logging */ onlinePredictionConsoleLogging?: pulumi.Input; /** * If true, online prediction access logs are sent to StackDriver Logging. */ onlinePredictionLogging?: pulumi.Input; /** * The ID of the project in which the resource belongs. * If it is not provided, the provider project is used. */ project?: pulumi.Input; /** * The list of regions where the model is going to be deployed. * Currently only one region per model is supported */ regions?: pulumi.Input; }