@aws-sdk/client-comprehend
Description
AWS SDK for JavaScript Comprehend Client for Node.js, Browser and React Native.
Amazon Comprehend is an Amazon Web Services service for gaining insight into the content of documents.
Use these actions to determine the topics contained in your documents, the topics they
discuss, the predominant sentiment expressed in them, the predominant language used, and
more.
Installing
To install this package, use the CLI of your favorite package manager:
npm install @aws-sdk/client-comprehend
yarn add @aws-sdk/client-comprehend
pnpm add @aws-sdk/client-comprehend
Getting Started
Import
The AWS SDK is modulized by clients and commands.
To send a request, you only need to import the ComprehendClient and
the commands you need, for example ListDatasetsCommand:
// ES5 example
const { ComprehendClient, ListDatasetsCommand } = require("@aws-sdk/client-comprehend");
// ES6+ example
import { ComprehendClient, ListDatasetsCommand } from "@aws-sdk/client-comprehend";
Usage
To send a request:
- Instantiate a client with configuration (e.g. credentials, region).
- Instantiate a command with input parameters.
- Call the
send operation on the client, providing the command object as input.
const client = new ComprehendClient({ region: "REGION" });
const params = { /** input parameters */ };
const command = new ListDatasetsCommand(params);
Async/await
We recommend using the 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.
}
Promises
You can also use Promise chaining.
client
.send(command)
.then((data) => {
// process data.
})
.catch((error) => {
// error handling.
})
.finally(() => {
// finally.
});
Aggregated client
The aggregated client class is exported from the same package, but without the "Client" suffix.
Comprehend extends ComprehendClient and additionally supports all operations, waiters, and paginators as methods.
This style may be familiar to you from the AWS SDK for JavaScript v2.
If you are bundling the AWS SDK, we recommend using only the bare-bones client (ComprehendClient).
More details are in the blog post on
modular packages in AWS SDK for JavaScript.
import { Comprehend } from "@aws-sdk/client-comprehend";
const client = new Comprehend({ region: "REGION" });
// async/await.
try {
const data = await client.listDatasets(params);
// process data.
} catch (error) {
// error handling.
}
// Promises.
client
.listDatasets(params)
.then((data) => {
// process data.
})
.catch((error) => {
// error handling.
});
// callbacks (not recommended).
client.listDatasets(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;
* }
*/
}
See also docs/ERROR_HANDLING.
Getting Help
Please use these community resources for getting help.
We use 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-comprehend 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)
BatchDetectDominantLanguage
Command API Reference / Input / Output
BatchDetectEntities
Command API Reference / Input / Output
BatchDetectKeyPhrases
Command API Reference / Input / Output
BatchDetectSentiment
Command API Reference / Input / Output
BatchDetectSyntax
Command API Reference / Input / Output
BatchDetectTargetedSentiment
Command API Reference / Input / Output
ClassifyDocument
Command API Reference / Input / Output
ContainsPiiEntities
Command API Reference / Input / Output
CreateDataset
Command API Reference / Input / Output
CreateDocumentClassifier
Command API Reference / Input / Output
CreateEndpoint
Command API Reference / Input / Output
CreateEntityRecognizer
Command API Reference / Input / Output
CreateFlywheel
Command API Reference / Input / Output
DeleteDocumentClassifier
Command API Reference / Input / Output
DeleteEndpoint
Command API Reference / Input / Output
DeleteEntityRecognizer
Command API Reference / Input / Output
DeleteFlywheel
Command API Reference / Input / Output
DeleteResourcePolicy
Command API Reference / Input / Output
DescribeDataset
Command API Reference / Input / Output
DescribeDocumentClassificationJob
Command API Reference / Input / Output
DescribeDocumentClassifier
Command API Reference / Input / Output
DescribeDominantLanguageDetectionJob
Command API Reference / Input / Output
DescribeEndpoint
Command API Reference / Input / Output
DescribeEntitiesDetectionJob
Command API Reference / Input / Output
DescribeEntityRecognizer
Command API Reference / Input / Output
DescribeEventsDetectionJob
Command API Reference / Input / Output
DescribeFlywheel
Command API Reference / Input / Output
DescribeFlywheelIteration
Command API Reference / Input / Output
DescribeKeyPhrasesDetectionJob
Command API Reference / Input / Output
DescribePiiEntitiesDetectionJob
Command API Reference / Input / Output
DescribeResourcePolicy
Command API Reference / Input / Output
DescribeSentimentDetectionJob
Command API Reference / Input / Output
DescribeTargetedSentimentDetectionJob
Command API Reference / Input / Output
DescribeTopicsDetectionJob
Command API Reference / Input / Output
DetectDominantLanguage
Command API Reference / Input / Output
DetectEntities
Command API Reference / Input / Output
DetectKeyPhrases
Command API Reference / Input / Output
DetectPiiEntities
Command API Reference / Input / Output
DetectSentiment
Command API Reference / Input / Output
DetectSyntax
Command API Reference / Input / Output
DetectTargetedSentiment
Command API Reference / Input / Output
DetectToxicContent
Command API Reference / Input / Output
ImportModel
Command API Reference / Input / Output
ListDatasets
Command API Reference / Input / Output
ListDocumentClassificationJobs
Command API Reference / Input / Output
ListDocumentClassifiers
Command API Reference / Input / Output
ListDocumentClassifierSummaries
Command API Reference / Input / Output
ListDominantLanguageDetectionJobs
Command API Reference / Input / Output
ListEndpoints
Command API Reference / Input / Output
ListEntitiesDetectionJobs
Command API Reference / Input / Output
ListEntityRecognizers
Command API Reference / Input / Output
ListEntityRecognizerSummaries
Command API Reference / Input / Output
ListEventsDetectionJobs
Command API Reference / Input / Output
ListFlywheelIterationHistory
Command API Reference / Input / Output
ListFlywheels
Command API Reference / Input / Output
ListKeyPhrasesDetectionJobs
Command API Reference / Input / Output
ListPiiEntitiesDetectionJobs
Command API Reference / Input / Output
ListSentimentDetectionJobs
Command API Reference / Input / Output
ListTagsForResource
Command API Reference / Input / Output
ListTargetedSentimentDetectionJobs
Command API Reference / Input / Output
ListTopicsDetectionJobs
Command API Reference / Input / Output
PutResourcePolicy
Command API Reference / Input / Output
StartDocumentClassificationJob
Command API Reference / Input / Output
StartDominantLanguageDetectionJob
Command API Reference / Input / Output
StartEntitiesDetectionJob
Command API Reference / Input / Output
StartEventsDetectionJob
Command API Reference / Input / Output
StartFlywheelIteration
Command API Reference / Input / Output
StartKeyPhrasesDetectionJob
Command API Reference / Input / Output
StartPiiEntitiesDetectionJob
Command API Reference / Input / Output
StartSentimentDetectionJob
Command API Reference / Input / Output
StartTargetedSentimentDetectionJob
Command API Reference / Input / Output
StartTopicsDetectionJob
Command API Reference / Input / Output
StopDominantLanguageDetectionJob
Command API Reference / Input / Output
StopEntitiesDetectionJob
Command API Reference / Input / Output
StopEventsDetectionJob
Command API Reference / Input / Output
StopKeyPhrasesDetectionJob
Command API Reference / Input / Output
StopPiiEntitiesDetectionJob
Command API Reference / Input / Output
StopSentimentDetectionJob
Command API Reference / Input / Output
StopTargetedSentimentDetectionJob
Command API Reference / Input / Output
StopTrainingDocumentClassifier
Command API Reference / Input / Output
StopTrainingEntityRecognizer
Command API Reference / Input / Output
TagResource
Command API Reference / Input / Output
UntagResource
Command API Reference / Input / Output
UpdateEndpoint
Command API Reference / Input / Output
UpdateFlywheel
Command API Reference / Input / Output