| # Google Natural Language Client for Java |
| |
| Java idiomatic client for [Natural Language][product-docs]. |
| |
| [![Maven][maven-version-image]][maven-version-link] |
| ![Stability][stability-image] |
| |
| - [Product Documentation][product-docs] |
| - [Client Library Documentation][javadocs] |
| |
| |
| ## Quickstart |
| |
| |
| If you are using Maven with [BOM][libraries-bom], add this to your pom.xml file: |
| |
| ```xml |
| <dependencyManagement> |
| <dependencies> |
| <dependency> |
| <groupId>com.google.cloud</groupId> |
| <artifactId>libraries-bom</artifactId> |
| <version>26.12.0</version> |
| <type>pom</type> |
| <scope>import</scope> |
| </dependency> |
| </dependencies> |
| </dependencyManagement> |
| |
| <dependencies> |
| <dependency> |
| <groupId>com.google.cloud</groupId> |
| <artifactId>google-cloud-language</artifactId> |
| </dependency> |
| ``` |
| |
| If you are using Maven without the BOM, add this to your dependencies: |
| |
| <!-- {x-version-update-start:google-cloud-language:released} --> |
| |
| ```xml |
| <dependency> |
| <groupId>com.google.cloud</groupId> |
| <artifactId>google-cloud-language</artifactId> |
| <version>2.18.0</version> |
| </dependency> |
| ``` |
| |
| If you are using Gradle without BOM, add this to your dependencies: |
| |
| ```Groovy |
| implementation 'com.google.cloud:google-cloud-language:2.18.0' |
| ``` |
| |
| If you are using SBT, add this to your dependencies: |
| |
| ```Scala |
| libraryDependencies += "com.google.cloud" % "google-cloud-language" % "2.18.0" |
| ``` |
| <!-- {x-version-update-end} --> |
| |
| ## Authentication |
| |
| See the [Authentication][authentication] section in the base directory's README. |
| |
| ## Authorization |
| |
| The client application making API calls must be granted [authorization scopes][auth-scopes] required for the desired Natural Language APIs, and the authenticated principal must have the [IAM role(s)][predefined-iam-roles] required to access GCP resources using the Natural Language API calls. |
| |
| ## Getting Started |
| |
| ### Prerequisites |
| |
| You will need a [Google Cloud Platform Console][developer-console] project with the Natural Language [API enabled][enable-api]. |
| You will need to [enable billing][enable-billing] to use Google Natural Language. |
| [Follow these instructions][create-project] to get your project set up. You will also need to set up the local development environment by |
| [installing the Google Cloud Command Line Interface][cloud-cli] and running the following commands in command line: |
| `gcloud auth login` and `gcloud config set project [YOUR PROJECT ID]`. |
| |
| ### Installation and setup |
| |
| You'll need to obtain the `google-cloud-language` library. See the [Quickstart](#quickstart) section |
| to add `google-cloud-language` as a dependency in your code. |
| |
| ## About Natural Language |
| |
| |
| [Natural Language][product-docs] provides natural language understanding technologies to developers, including sentiment analysis, entity analysis, entity sentiment analysis, content classification, and syntax analysis. This API is part of the larger Cloud Machine Learning API family. |
| |
| See the [Natural Language client library docs][javadocs] to learn how to |
| use this Natural Language Client Library. |
| |
| |
| #### Analyzing sentiment |
| With Cloud Natural Language, you can analyze the sentiment of text. Add the following imports at the top of your file: |
| |
| ``` java |
| import com.google.cloud.language.v1.LanguageServiceClient; |
| import com.google.cloud.language.v1.Document; |
| import com.google.cloud.language.v1.Document.Type; |
| import com.google.cloud.language.v1.Sentiment; |
| ``` |
| Then, to analyze the sentiment of some text, use the following code: |
| |
| ``` java |
| // Instantiates a client |
| LanguageServiceClient language = LanguageServiceClient.create(); |
| |
| // The text to analyze |
| String[] texts = {"I love this!", "I hate this!"}; |
| for (String text : texts) { |
| Document doc = Document.newBuilder().setContent(text).setType(Type.PLAIN_TEXT).build(); |
| // Detects the sentiment of the text |
| Sentiment sentiment = language.analyzeSentiment(doc).getDocumentSentiment(); |
| |
| System.out.printf("Text: \"%s\"%n", text); |
| System.out.printf( |
| "Sentiment: score = %s, magnitude = %s%n", |
| sentiment.getScore(), sentiment.getMagnitude()); |
| } |
| ``` |
| |
| #### Complete source code |
| |
| In [AnalyzeSentiment.java](https://github.com/googleapis/google-cloud-java/blob/master/google-cloud-examples/src/main/java/com/google/cloud/examples/language/snippets/AnalyzeSentiment.java) we put the code shown above into a complete program. |
| |
| |
| |
| |
| ## Troubleshooting |
| |
| To get help, follow the instructions in the [shared Troubleshooting document][troubleshooting]. |
| |
| ## Transport |
| |
| Natural Language uses gRPC for the transport layer. |
| |
| ## Supported Java Versions |
| |
| Java 8 or above is required for using this client. |
| |
| Google's Java client libraries, |
| [Google Cloud Client Libraries][cloudlibs] |
| and |
| [Google Cloud API Libraries][apilibs], |
| follow the |
| [Oracle Java SE support roadmap][oracle] |
| (see the Oracle Java SE Product Releases section). |
| |
| ### For new development |
| |
| In general, new feature development occurs with support for the lowest Java |
| LTS version covered by Oracle's Premier Support (which typically lasts 5 years |
| from initial General Availability). If the minimum required JVM for a given |
| library is changed, it is accompanied by a [semver][semver] major release. |
| |
| Java 11 and (in September 2021) Java 17 are the best choices for new |
| development. |
| |
| ### Keeping production systems current |
| |
| Google tests its client libraries with all current LTS versions covered by |
| Oracle's Extended Support (which typically lasts 8 years from initial |
| General Availability). |
| |
| #### Legacy support |
| |
| Google's client libraries support legacy versions of Java runtimes with long |
| term stable libraries that don't receive feature updates on a best efforts basis |
| as it may not be possible to backport all patches. |
| |
| Google provides updates on a best efforts basis to apps that continue to use |
| Java 7, though apps might need to upgrade to current versions of the library |
| that supports their JVM. |
| |
| #### Where to find specific information |
| |
| The latest versions and the supported Java versions are identified on |
| the individual GitHub repository `github.com/GoogleAPIs/java-SERVICENAME` |
| and on [google-cloud-java][g-c-j]. |
| |
| ## Versioning |
| |
| |
| This library follows [Semantic Versioning](http://semver.org/). |
| |
| |
| |
| ## Contributing |
| |
| |
| Contributions to this library are always welcome and highly encouraged. |
| |
| See [CONTRIBUTING][contributing] for more information how to get started. |
| |
| Please note that this project is released with a Contributor Code of Conduct. By participating in |
| this project you agree to abide by its terms. See [Code of Conduct][code-of-conduct] for more |
| information. |
| |
| |
| ## License |
| |
| Apache 2.0 - See [LICENSE][license] for more information. |
| |
| ## CI Status |
| |
| Java Version | Status |
| ------------ | ------ |
| Java 8 | [![Kokoro CI][kokoro-badge-image-2]][kokoro-badge-link-2] |
| Java 8 OSX | [![Kokoro CI][kokoro-badge-image-3]][kokoro-badge-link-3] |
| Java 8 Windows | [![Kokoro CI][kokoro-badge-image-4]][kokoro-badge-link-4] |
| Java 11 | [![Kokoro CI][kokoro-badge-image-5]][kokoro-badge-link-5] |
| |
| Java is a registered trademark of Oracle and/or its affiliates. |
| |
| [product-docs]: https://cloud.google.com/natural-language/docs/ |
| [javadocs]: https://cloud.google.com/java/docs/reference/google-cloud-language/latest/overview |
| [kokoro-badge-image-1]: http://storage.googleapis.com/cloud-devrel-public/java/badges/google-cloud-java/java7.svg |
| [kokoro-badge-link-1]: http://storage.googleapis.com/cloud-devrel-public/java/badges/google-cloud-java/java7.html |
| [kokoro-badge-image-2]: http://storage.googleapis.com/cloud-devrel-public/java/badges/google-cloud-java/java8.svg |
| [kokoro-badge-link-2]: http://storage.googleapis.com/cloud-devrel-public/java/badges/google-cloud-java/java8.html |
| [kokoro-badge-image-3]: http://storage.googleapis.com/cloud-devrel-public/java/badges/google-cloud-java/java8-osx.svg |
| [kokoro-badge-link-3]: http://storage.googleapis.com/cloud-devrel-public/java/badges/google-cloud-java/java8-osx.html |
| [kokoro-badge-image-4]: http://storage.googleapis.com/cloud-devrel-public/java/badges/google-cloud-java/java8-win.svg |
| [kokoro-badge-link-4]: http://storage.googleapis.com/cloud-devrel-public/java/badges/google-cloud-java/java8-win.html |
| [kokoro-badge-image-5]: http://storage.googleapis.com/cloud-devrel-public/java/badges/google-cloud-java/java11.svg |
| [kokoro-badge-link-5]: http://storage.googleapis.com/cloud-devrel-public/java/badges/google-cloud-java/java11.html |
| [stability-image]: https://img.shields.io/badge/stability-stable-green |
| [maven-version-image]: https://img.shields.io/maven-central/v/com.google.cloud/google-cloud-language.svg |
| [maven-version-link]: https://central.sonatype.com/artifact/com.google.cloud/google-cloud-language/2.15.0 |
| [authentication]: https://github.com/googleapis/google-cloud-java#authentication |
| [auth-scopes]: https://developers.google.com/identity/protocols/oauth2/scopes |
| [predefined-iam-roles]: https://cloud.google.com/iam/docs/understanding-roles#predefined_roles |
| [iam-policy]: https://cloud.google.com/iam/docs/overview#cloud-iam-policy |
| [developer-console]: https://console.developers.google.com/ |
| [create-project]: https://cloud.google.com/resource-manager/docs/creating-managing-projects |
| [cloud-cli]: https://cloud.google.com/cli |
| [troubleshooting]: https://github.com/googleapis/google-cloud-java/blob/main/TROUBLESHOOTING.md |
| [contributing]: https://github.com/googleapis/google-cloud-java/blob/main/CONTRIBUTING.md |
| [code-of-conduct]: https://github.com/googleapis/google-cloud-java/blob/main/CODE_OF_CONDUCT.md#contributor-code-of-conduct |
| [license]: https://github.com/googleapis/google-cloud-java/blob/main/LICENSE |
| [enable-billing]: https://cloud.google.com/apis/docs/getting-started#enabling_billing |
| [enable-api]: https://console.cloud.google.com/flows/enableapi?apiid=language.googleapis.com |
| [libraries-bom]: https://github.com/GoogleCloudPlatform/cloud-opensource-java/wiki/The-Google-Cloud-Platform-Libraries-BOM |
| [shell_img]: https://gstatic.com/cloudssh/images/open-btn.png |
| |
| [semver]: https://semver.org/ |
| [cloudlibs]: https://cloud.google.com/apis/docs/client-libraries-explained |
| [apilibs]: https://cloud.google.com/apis/docs/client-libraries-explained#google_api_client_libraries |
| [oracle]: https://www.oracle.com/java/technologies/java-se-support-roadmap.html |
| [g-c-j]: http://github.com/googleapis/google-cloud-java |