@pulumi/aws
Version:
A Pulumi package for creating and managing Amazon Web Services (AWS) cloud resources.
146 lines • 6.59 kB
JavaScript
;
// *** WARNING: this file was generated by pulumi-language-nodejs. ***
// *** Do not edit by hand unless you're certain you know what you are doing! ***
Object.defineProperty(exports, "__esModule", { value: true });
exports.CustomModel = void 0;
const pulumi = require("@pulumi/pulumi");
const utilities = require("../utilities");
/**
* ## Example Usage
*
* ```typescript
* import * as pulumi from "@pulumi/pulumi";
* import * as aws from "@pulumi/aws";
*
* const example = aws.bedrockfoundation.getModel({
* modelId: "amazon.titan-text-express-v1",
* });
* const exampleCustomModel = new aws.bedrock.CustomModel("example", {
* customModelName: "example-model",
* jobName: "example-job-1",
* baseModelIdentifier: example.then(example => example.modelArn),
* roleArn: exampleAwsIamRole.arn,
* hyperparameters: {
* epochCount: "1",
* batchSize: "1",
* learningRate: "0.005",
* learningRateWarmupSteps: "0",
* },
* outputDataConfig: {
* s3Uri: `s3://${output.id}/data/`,
* },
* trainingDataConfig: {
* s3Uri: `s3://${training.id}/data/train.jsonl`,
* },
* });
* ```
*
* ## Import
*
* ### Identity Schema
*
* #### Required
*
* - `arn` (String) Amazon Resource Name (ARN) of the Bedrock custom model.
*
* Using `pulumi import`, import Bedrock custom model using the `job_arn`. For example:
*
* console
*
* % pulumi import aws_bedrock_custom_model.example arn:aws:bedrock:us-west-2:123456789012:model-customization-job/amazon.titan-text-express-v1:0:8k/1y5n57gh5y2e
*/
class CustomModel extends pulumi.CustomResource {
/**
* Get an existing CustomModel 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, id, state, opts) {
return new CustomModel(name, state, { ...opts, id: id });
}
/**
* Returns true if the given object is an instance of CustomModel. This is designed to work even
* when multiple copies of the Pulumi SDK have been loaded into the same process.
*/
static isInstance(obj) {
if (obj === undefined || obj === null) {
return false;
}
return obj['__pulumiType'] === CustomModel.__pulumiType;
}
constructor(name, argsOrState, opts) {
let resourceInputs = {};
opts = opts || {};
if (opts.id) {
const state = argsOrState;
resourceInputs["baseModelIdentifier"] = state?.baseModelIdentifier;
resourceInputs["customModelArn"] = state?.customModelArn;
resourceInputs["customModelKmsKeyId"] = state?.customModelKmsKeyId;
resourceInputs["customModelName"] = state?.customModelName;
resourceInputs["customizationType"] = state?.customizationType;
resourceInputs["hyperparameters"] = state?.hyperparameters;
resourceInputs["jobArn"] = state?.jobArn;
resourceInputs["jobName"] = state?.jobName;
resourceInputs["jobStatus"] = state?.jobStatus;
resourceInputs["outputDataConfig"] = state?.outputDataConfig;
resourceInputs["region"] = state?.region;
resourceInputs["roleArn"] = state?.roleArn;
resourceInputs["tags"] = state?.tags;
resourceInputs["tagsAll"] = state?.tagsAll;
resourceInputs["timeouts"] = state?.timeouts;
resourceInputs["trainingDataConfig"] = state?.trainingDataConfig;
resourceInputs["trainingMetrics"] = state?.trainingMetrics;
resourceInputs["validationDataConfig"] = state?.validationDataConfig;
resourceInputs["validationMetrics"] = state?.validationMetrics;
resourceInputs["vpcConfig"] = state?.vpcConfig;
}
else {
const args = argsOrState;
if (args?.baseModelIdentifier === undefined && !opts.urn) {
throw new Error("Missing required property 'baseModelIdentifier'");
}
if (args?.customModelName === undefined && !opts.urn) {
throw new Error("Missing required property 'customModelName'");
}
if (args?.hyperparameters === undefined && !opts.urn) {
throw new Error("Missing required property 'hyperparameters'");
}
if (args?.jobName === undefined && !opts.urn) {
throw new Error("Missing required property 'jobName'");
}
if (args?.roleArn === undefined && !opts.urn) {
throw new Error("Missing required property 'roleArn'");
}
resourceInputs["baseModelIdentifier"] = args?.baseModelIdentifier;
resourceInputs["customModelKmsKeyId"] = args?.customModelKmsKeyId;
resourceInputs["customModelName"] = args?.customModelName;
resourceInputs["customizationType"] = args?.customizationType;
resourceInputs["hyperparameters"] = args?.hyperparameters;
resourceInputs["jobName"] = args?.jobName;
resourceInputs["outputDataConfig"] = args?.outputDataConfig;
resourceInputs["region"] = args?.region;
resourceInputs["roleArn"] = args?.roleArn;
resourceInputs["tags"] = args?.tags;
resourceInputs["timeouts"] = args?.timeouts;
resourceInputs["trainingDataConfig"] = args?.trainingDataConfig;
resourceInputs["validationDataConfig"] = args?.validationDataConfig;
resourceInputs["vpcConfig"] = args?.vpcConfig;
resourceInputs["customModelArn"] = undefined /*out*/;
resourceInputs["jobArn"] = undefined /*out*/;
resourceInputs["jobStatus"] = undefined /*out*/;
resourceInputs["tagsAll"] = undefined /*out*/;
resourceInputs["trainingMetrics"] = undefined /*out*/;
resourceInputs["validationMetrics"] = undefined /*out*/;
}
opts = pulumi.mergeOptions(utilities.resourceOptsDefaults(), opts);
super(CustomModel.__pulumiType, name, resourceInputs, opts);
}
}
exports.CustomModel = CustomModel;
/** @internal */
CustomModel.__pulumiType = 'aws:bedrock/customModel:CustomModel';
//# sourceMappingURL=customModel.js.map