Detecting the Dominant Language - Amazon Comprehend

Detecting the Dominant Language

To determine the dominant language used in text, use the Amazon Comprehend DetectDominantLanguage operation. To detect the dominant language in up to 25 documents in a batch, use the BatchDetectDominantLanguage operation. For more information, see Using the Batch APIs.

Detecting the Dominant Language Using the AWS Command Line Interface

The following example demonstrates using the DetectDominantLanguage operation with the AWS CLI.

The example is formatted for Unix, Linux, and macOS. For Windows, replace the backslash (\) Unix continuation character at the end of each line with a caret (^).

aws comprehend detect-dominant-language \ --region region \ --text "It is raining today in Seattle."

Amazon Comprehend responds with the following:

{ "Languages": [ { "LanguageCode": "en", "Score": 0.9793661236763 } ] }

Detecting the Dominant Language Using the AWS SDK for Java

The following example uses the DetectDominantLanguage operation with Java.

import com.amazonaws.auth.AWSCredentialsProvider; import com.amazonaws.auth.DefaultAWSCredentialsProviderChain; import; import; import; import; public class App { public static void main( String[] args ) { String text = "It is raining today in Seattle"; // Create credentials using a provider chain. For more information, see // AWSCredentialsProvider awsCreds = DefaultAWSCredentialsProviderChain.getInstance(); AmazonComprehend comprehendClient = AmazonComprehendClientBuilder.standard() .withCredentials(awsCreds) .withRegion("region") .build(); // Call detectDominantLanguage API System.out.println("Calling DetectDominantLanguage"); DetectDominantLanguageRequest detectDominantLanguageRequest = new DetectDominantLanguageRequest().withText(text); DetectDominantLanguageResult detectDominantLanguageResult = comprehendClient.detectDominantLanguage(detectDominantLanguageRequest); detectDominantLanguageResult.getLanguages().forEach(System.out::println); System.out.println("Calling DetectDominantLanguage\n"); System.out.println("Done"); } }

Detecting the Dominant Language Using the AWS SDK for Python (Boto)

The following example demonstrates using the DetectDominantLanguage operation with Python.

import boto3 import json comprehend = boto3.client(service_name='comprehend', region_name='region') text = "It is raining today in Seattle" print('Calling DetectDominantLanguage') print(json.dumps(comprehend.detect_dominant_language(Text = text), sort_keys=True, indent=4)) print("End of DetectDominantLanguage\n")

Detecting the Dominant Language Using the AWS SDK for .NET

The .NET example in this section uses the AWS SDK for .NET. You can use the AWS Toolkit for Visual Studio to develop AWS applications using .NET. It includes helpful templates and the AWS Explorer for deploying applications and managing services. For a .NET developer perspective of AWS, see the AWS Guide for .NET Developers.

using System; using Amazon.Comprehend; using Amazon.Comprehend.Model; namespace Comprehend { class Program { static void Main(string[] args) { String text = "It is raining today in Seattle"; AmazonComprehendClient comprehendClient = new AmazonComprehendClient(Amazon.RegionEndpoint.USWest2); // Call DetectDominantLanguage API Console.WriteLine("Calling DetectDominantLanguage\n"); DetectDominantLanguageRequest detectDominantLanguageRequest = new DetectDominantLanguageRequest() { Text = text }; DetectDominantLanguageResponse detectDominantLanguageResponse = comprehendClient.DetectDominantLanguage(detectDominantLanguageRequest); foreach (DominantLanguage dl in detectDominantLanguageResponse.Languages) Console.WriteLine("Language Code: {0}, Score: {1}", dl.LanguageCode, dl.Score); Console.WriteLine("Done"); } } }