Use DetectDominantLanguage
with an AWS SDK or CLI
The following code examples show how to use DetectDominantLanguage
.
Action examples are code excerpts from larger programs and must be run in context. You can see this action in context in the following code example:
- .NET
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- AWS SDK for .NET
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Note
There's more on GitHub. Find the complete example and learn how to set up and run in the AWS Code Examples Repository
. using System; using System.Threading.Tasks; using Amazon.Comprehend; using Amazon.Comprehend.Model; /// <summary> /// This example calls the Amazon Comprehend service to determine the /// dominant language. /// </summary> public static class DetectDominantLanguage { /// <summary> /// Calls Amazon Comprehend to determine the dominant language used in /// the sample text. /// </summary> public static async Task Main() { string text = "It is raining today in Seattle."; var comprehendClient = new AmazonComprehendClient(Amazon.RegionEndpoint.USWest2); Console.WriteLine("Calling DetectDominantLanguage\n"); var detectDominantLanguageRequest = new DetectDominantLanguageRequest() { Text = text, }; var detectDominantLanguageResponse = await comprehendClient.DetectDominantLanguageAsync(detectDominantLanguageRequest); foreach (var dl in detectDominantLanguageResponse.Languages) { Console.WriteLine($"Language Code: {dl.LanguageCode}, Score: {dl.Score}"); } Console.WriteLine("Done"); } }
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For API details, see DetectDominantLanguage in AWS SDK for .NET API Reference.
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- CLI
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- AWS CLI
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To detect the dominant language of input text
The following
detect-dominant-language
analyzes the input text and identifies the dominant language. The pre-trained model's confidence score is also output.aws comprehend detect-dominant-language \ --text
"It is a beautiful day in Seattle."
Output:
{ "Languages": [ { "LanguageCode": "en", "Score": 0.9877256155014038 } ] }
For more information, see Dominant Language in the Amazon Comprehend Developer Guide.
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For API details, see DetectDominantLanguage
in AWS CLI Command Reference.
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- Java
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- SDK for Java 2.x
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Note
There's more on GitHub. Find the complete example and learn how to set up and run in the AWS Code Examples Repository
. import software.amazon.awssdk.regions.Region; import software.amazon.awssdk.services.comprehend.ComprehendClient; import software.amazon.awssdk.services.comprehend.model.ComprehendException; import software.amazon.awssdk.services.comprehend.model.DetectDominantLanguageRequest; import software.amazon.awssdk.services.comprehend.model.DetectDominantLanguageResponse; import software.amazon.awssdk.services.comprehend.model.DominantLanguage; import java.util.List; /** * Before running this Java V2 code example, set up your development * environment, including your credentials. * * For more information, see the following documentation topic: * * https://docs.aws.amazon.com/sdk-for-java/latest/developer-guide/get-started.html */ public class DetectLanguage { public static void main(String[] args) { // Specify French text - "It is raining today in Seattle". String text = "Il pleut aujourd'hui à Seattle"; Region region = Region.US_EAST_1; ComprehendClient comClient = ComprehendClient.builder() .region(region) .build(); System.out.println("Calling DetectDominantLanguage"); detectTheDominantLanguage(comClient, text); comClient.close(); } public static void detectTheDominantLanguage(ComprehendClient comClient, String text) { try { DetectDominantLanguageRequest request = DetectDominantLanguageRequest.builder() .text(text) .build(); DetectDominantLanguageResponse resp = comClient.detectDominantLanguage(request); List<DominantLanguage> allLanList = resp.languages(); for (DominantLanguage lang : allLanList) { System.out.println("Language is " + lang.languageCode()); } } catch (ComprehendException e) { System.err.println(e.awsErrorDetails().errorMessage()); System.exit(1); } } }
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For API details, see DetectDominantLanguage in AWS SDK for Java 2.x API Reference.
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- Python
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- SDK for Python (Boto3)
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Note
There's more on GitHub. Find the complete example and learn how to set up and run in the AWS Code Examples Repository
. class ComprehendDetect: """Encapsulates Comprehend detection functions.""" def __init__(self, comprehend_client): """ :param comprehend_client: A Boto3 Comprehend client. """ self.comprehend_client = comprehend_client def detect_languages(self, text): """ Detects languages used in a document. :param text: The document to inspect. :return: The list of languages along with their confidence scores. """ try: response = self.comprehend_client.detect_dominant_language(Text=text) languages = response["Languages"] logger.info("Detected %s languages.", len(languages)) except ClientError: logger.exception("Couldn't detect languages.") raise else: return languages
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For API details, see DetectDominantLanguage in AWS SDK for Python (Boto3) API Reference.
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For a complete list of AWS SDK developer guides and code examples, see Using Amazon Comprehend with an AWS SDK. This topic also includes information about getting started and details about previous SDK versions.