@aws-sdk/client-forecast
TypeScript icon, indicating that this package has built-in type declarations

3.563.0 • Public • Published

@aws-sdk/client-forecast

Description

AWS SDK for JavaScript Forecast Client for Node.js, Browser and React Native.

Provides APIs for creating and managing Amazon Forecast resources.

Installing

To install the this package, simply type add or install @aws-sdk/client-forecast using your favorite package manager:

  • npm install @aws-sdk/client-forecast
  • yarn add @aws-sdk/client-forecast
  • pnpm add @aws-sdk/client-forecast

Getting Started

Import

The AWS SDK is modulized by clients and commands. To send a request, you only need to import the ForecastClient and the commands you need, for example ListDatasetGroupsCommand:

// ES5 example
const { ForecastClient, ListDatasetGroupsCommand } = require("@aws-sdk/client-forecast");
// ES6+ example
import { ForecastClient, ListDatasetGroupsCommand } from "@aws-sdk/client-forecast";

Usage

To send a request, you:

  • Initiate client with configuration (e.g. credentials, region).
  • Initiate command with input parameters.
  • Call send operation on client with command object as input.
  • If you are using a custom http handler, you may call destroy() to close open connections.
// a client can be shared by different commands.
const client = new ForecastClient({ region: "REGION" });

const params = {
  /** input parameters */
};
const command = new ListDatasetGroupsCommand(params);

Async/await

We recommend using await operator to wait for the promise returned by send operation as follows:

// async/await.
try {
  const data = await client.send(command);
  // process data.
} catch (error) {
  // error handling.
} finally {
  // finally.
}

Async-await is clean, concise, intuitive, easy to debug and has better error handling as compared to using Promise chains or callbacks.

Promises

You can also use Promise chaining to execute send operation.

client.send(command).then(
  (data) => {
    // process data.
  },
  (error) => {
    // error handling.
  }
);

Promises can also be called using .catch() and .finally() as follows:

client
  .send(command)
  .then((data) => {
    // process data.
  })
  .catch((error) => {
    // error handling.
  })
  .finally(() => {
    // finally.
  });

Callbacks

We do not recommend using callbacks because of callback hell, but they are supported by the send operation.

// callbacks.
client.send(command, (err, data) => {
  // process err and data.
});

v2 compatible style

The client can also send requests using v2 compatible style. However, it results in a bigger bundle size and may be dropped in next major version. More details in the blog post on modular packages in AWS SDK for JavaScript

import * as AWS from "@aws-sdk/client-forecast";
const client = new AWS.Forecast({ region: "REGION" });

// async/await.
try {
  const data = await client.listDatasetGroups(params);
  // process data.
} catch (error) {
  // error handling.
}

// Promises.
client
  .listDatasetGroups(params)
  .then((data) => {
    // process data.
  })
  .catch((error) => {
    // error handling.
  });

// callbacks.
client.listDatasetGroups(params, (err, data) => {
  // process err and data.
});

Troubleshooting

When the service returns an exception, the error will include the exception information, as well as response metadata (e.g. request id).

try {
  const data = await client.send(command);
  // process data.
} catch (error) {
  const { requestId, cfId, extendedRequestId } = error.$metadata;
  console.log({ requestId, cfId, extendedRequestId });
  /**
   * The keys within exceptions are also parsed.
   * You can access them by specifying exception names:
   * if (error.name === 'SomeServiceException') {
   *     const value = error.specialKeyInException;
   * }
   */
}

Getting Help

Please use these community resources for getting help. We use the GitHub issues for tracking bugs and feature requests, but have limited bandwidth to address them.

To test your universal JavaScript code in Node.js, browser and react-native environments, visit our code samples repo.

Contributing

This client code is generated automatically. Any modifications will be overwritten the next time the @aws-sdk/client-forecast package is updated. To contribute to client you can check our generate clients scripts.

License

This SDK is distributed under the Apache License, Version 2.0, see LICENSE for more information.

Client Commands (Operations List)

CreateAutoPredictor

Command API Reference / Input / Output

CreateDataset

Command API Reference / Input / Output

CreateDatasetGroup

Command API Reference / Input / Output

CreateDatasetImportJob

Command API Reference / Input / Output

CreateExplainability

Command API Reference / Input / Output

CreateExplainabilityExport

Command API Reference / Input / Output

CreateForecast

Command API Reference / Input / Output

CreateForecastExportJob

Command API Reference / Input / Output

CreateMonitor

Command API Reference / Input / Output

CreatePredictor

Command API Reference / Input / Output

CreatePredictorBacktestExportJob

Command API Reference / Input / Output

CreateWhatIfAnalysis

Command API Reference / Input / Output

CreateWhatIfForecast

Command API Reference / Input / Output

CreateWhatIfForecastExport

Command API Reference / Input / Output

DeleteDataset

Command API Reference / Input / Output

DeleteDatasetGroup

Command API Reference / Input / Output

DeleteDatasetImportJob

Command API Reference / Input / Output

DeleteExplainability

Command API Reference / Input / Output

DeleteExplainabilityExport

Command API Reference / Input / Output

DeleteForecast

Command API Reference / Input / Output

DeleteForecastExportJob

Command API Reference / Input / Output

DeleteMonitor

Command API Reference / Input / Output

DeletePredictor

Command API Reference / Input / Output

DeletePredictorBacktestExportJob

Command API Reference / Input / Output

DeleteResourceTree

Command API Reference / Input / Output

DeleteWhatIfAnalysis

Command API Reference / Input / Output

DeleteWhatIfForecast

Command API Reference / Input / Output

DeleteWhatIfForecastExport

Command API Reference / Input / Output

DescribeAutoPredictor

Command API Reference / Input / Output

DescribeDataset

Command API Reference / Input / Output

DescribeDatasetGroup

Command API Reference / Input / Output

DescribeDatasetImportJob

Command API Reference / Input / Output

DescribeExplainability

Command API Reference / Input / Output

DescribeExplainabilityExport

Command API Reference / Input / Output

DescribeForecast

Command API Reference / Input / Output

DescribeForecastExportJob

Command API Reference / Input / Output

DescribeMonitor

Command API Reference / Input / Output

DescribePredictor

Command API Reference / Input / Output

DescribePredictorBacktestExportJob

Command API Reference / Input / Output

DescribeWhatIfAnalysis

Command API Reference / Input / Output

DescribeWhatIfForecast

Command API Reference / Input / Output

DescribeWhatIfForecastExport

Command API Reference / Input / Output

GetAccuracyMetrics

Command API Reference / Input / Output

ListDatasetGroups

Command API Reference / Input / Output

ListDatasetImportJobs

Command API Reference / Input / Output

ListDatasets

Command API Reference / Input / Output

ListExplainabilities

Command API Reference / Input / Output

ListExplainabilityExports

Command API Reference / Input / Output

ListForecastExportJobs

Command API Reference / Input / Output

ListForecasts

Command API Reference / Input / Output

ListMonitorEvaluations

Command API Reference / Input / Output

ListMonitors

Command API Reference / Input / Output

ListPredictorBacktestExportJobs

Command API Reference / Input / Output

ListPredictors

Command API Reference / Input / Output

ListTagsForResource

Command API Reference / Input / Output

ListWhatIfAnalyses

Command API Reference / Input / Output

ListWhatIfForecastExports

Command API Reference / Input / Output

ListWhatIfForecasts

Command API Reference / Input / Output

ResumeResource

Command API Reference / Input / Output

StopResource

Command API Reference / Input / Output

TagResource

Command API Reference / Input / Output

UntagResource

Command API Reference / Input / Output

UpdateDatasetGroup

Command API Reference / Input / Output

Readme

Keywords

none

Package Sidebar

Install

npm i @aws-sdk/client-forecast

Weekly Downloads

91,129

Version

3.563.0

License

Apache-2.0

Unpacked Size

1.36 MB

Total Files

305

Last publish

Collaborators

  • mattsb42-aws
  • kuhe
  • amzn-oss
  • aws-sdk-bot
  • trivikr-aws