1*55e87721SMatt Gilbride# Google Natural Language Client for Java 2*55e87721SMatt Gilbride 3*55e87721SMatt GilbrideJava idiomatic client for [Natural Language][product-docs]. 4*55e87721SMatt Gilbride 5*55e87721SMatt Gilbride[![Maven][maven-version-image]][maven-version-link] 6*55e87721SMatt Gilbride![Stability][stability-image] 7*55e87721SMatt Gilbride 8*55e87721SMatt Gilbride- [Product Documentation][product-docs] 9*55e87721SMatt Gilbride- [Client Library Documentation][javadocs] 10*55e87721SMatt Gilbride 11*55e87721SMatt Gilbride 12*55e87721SMatt Gilbride## Quickstart 13*55e87721SMatt Gilbride 14*55e87721SMatt Gilbride 15*55e87721SMatt GilbrideIf you are using Maven with [BOM][libraries-bom], add this to your pom.xml file: 16*55e87721SMatt Gilbride 17*55e87721SMatt Gilbride```xml 18*55e87721SMatt Gilbride<dependencyManagement> 19*55e87721SMatt Gilbride <dependencies> 20*55e87721SMatt Gilbride <dependency> 21*55e87721SMatt Gilbride <groupId>com.google.cloud</groupId> 22*55e87721SMatt Gilbride <artifactId>libraries-bom</artifactId> 23*55e87721SMatt Gilbride <version>26.12.0</version> 24*55e87721SMatt Gilbride <type>pom</type> 25*55e87721SMatt Gilbride <scope>import</scope> 26*55e87721SMatt Gilbride </dependency> 27*55e87721SMatt Gilbride </dependencies> 28*55e87721SMatt Gilbride</dependencyManagement> 29*55e87721SMatt Gilbride 30*55e87721SMatt Gilbride<dependencies> 31*55e87721SMatt Gilbride <dependency> 32*55e87721SMatt Gilbride <groupId>com.google.cloud</groupId> 33*55e87721SMatt Gilbride <artifactId>google-cloud-language</artifactId> 34*55e87721SMatt Gilbride </dependency> 35*55e87721SMatt Gilbride``` 36*55e87721SMatt Gilbride 37*55e87721SMatt GilbrideIf you are using Maven without the BOM, add this to your dependencies: 38*55e87721SMatt Gilbride 39*55e87721SMatt Gilbride<!-- {x-version-update-start:google-cloud-language:released} --> 40*55e87721SMatt Gilbride 41*55e87721SMatt Gilbride```xml 42*55e87721SMatt Gilbride<dependency> 43*55e87721SMatt Gilbride <groupId>com.google.cloud</groupId> 44*55e87721SMatt Gilbride <artifactId>google-cloud-language</artifactId> 45*55e87721SMatt Gilbride <version>2.18.0</version> 46*55e87721SMatt Gilbride</dependency> 47*55e87721SMatt Gilbride``` 48*55e87721SMatt Gilbride 49*55e87721SMatt GilbrideIf you are using Gradle without BOM, add this to your dependencies: 50*55e87721SMatt Gilbride 51*55e87721SMatt Gilbride```Groovy 52*55e87721SMatt Gilbrideimplementation 'com.google.cloud:google-cloud-language:2.18.0' 53*55e87721SMatt Gilbride``` 54*55e87721SMatt Gilbride 55*55e87721SMatt GilbrideIf you are using SBT, add this to your dependencies: 56*55e87721SMatt Gilbride 57*55e87721SMatt Gilbride```Scala 58*55e87721SMatt GilbridelibraryDependencies += "com.google.cloud" % "google-cloud-language" % "2.18.0" 59*55e87721SMatt Gilbride``` 60*55e87721SMatt Gilbride<!-- {x-version-update-end} --> 61*55e87721SMatt Gilbride 62*55e87721SMatt Gilbride## Authentication 63*55e87721SMatt Gilbride 64*55e87721SMatt GilbrideSee the [Authentication][authentication] section in the base directory's README. 65*55e87721SMatt Gilbride 66*55e87721SMatt Gilbride## Authorization 67*55e87721SMatt Gilbride 68*55e87721SMatt GilbrideThe 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. 69*55e87721SMatt Gilbride 70*55e87721SMatt Gilbride## Getting Started 71*55e87721SMatt Gilbride 72*55e87721SMatt Gilbride### Prerequisites 73*55e87721SMatt Gilbride 74*55e87721SMatt GilbrideYou will need a [Google Cloud Platform Console][developer-console] project with the Natural Language [API enabled][enable-api]. 75*55e87721SMatt GilbrideYou will need to [enable billing][enable-billing] to use Google Natural Language. 76*55e87721SMatt Gilbride[Follow these instructions][create-project] to get your project set up. You will also need to set up the local development environment by 77*55e87721SMatt Gilbride[installing the Google Cloud Command Line Interface][cloud-cli] and running the following commands in command line: 78*55e87721SMatt Gilbride`gcloud auth login` and `gcloud config set project [YOUR PROJECT ID]`. 79*55e87721SMatt Gilbride 80*55e87721SMatt Gilbride### Installation and setup 81*55e87721SMatt Gilbride 82*55e87721SMatt GilbrideYou'll need to obtain the `google-cloud-language` library. See the [Quickstart](#quickstart) section 83*55e87721SMatt Gilbrideto add `google-cloud-language` as a dependency in your code. 84*55e87721SMatt Gilbride 85*55e87721SMatt Gilbride## About Natural Language 86*55e87721SMatt Gilbride 87*55e87721SMatt Gilbride 88*55e87721SMatt Gilbride[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. 89*55e87721SMatt Gilbride 90*55e87721SMatt GilbrideSee the [Natural Language client library docs][javadocs] to learn how to 91*55e87721SMatt Gilbrideuse this Natural Language Client Library. 92*55e87721SMatt Gilbride 93*55e87721SMatt Gilbride 94*55e87721SMatt Gilbride#### Analyzing sentiment 95*55e87721SMatt GilbrideWith Cloud Natural Language, you can analyze the sentiment of text. Add the following imports at the top of your file: 96*55e87721SMatt Gilbride 97*55e87721SMatt Gilbride``` java 98*55e87721SMatt Gilbrideimport com.google.cloud.language.v1.LanguageServiceClient; 99*55e87721SMatt Gilbrideimport com.google.cloud.language.v1.Document; 100*55e87721SMatt Gilbrideimport com.google.cloud.language.v1.Document.Type; 101*55e87721SMatt Gilbrideimport com.google.cloud.language.v1.Sentiment; 102*55e87721SMatt Gilbride``` 103*55e87721SMatt GilbrideThen, to analyze the sentiment of some text, use the following code: 104*55e87721SMatt Gilbride 105*55e87721SMatt Gilbride``` java 106*55e87721SMatt Gilbride// Instantiates a client 107*55e87721SMatt GilbrideLanguageServiceClient language = LanguageServiceClient.create(); 108*55e87721SMatt Gilbride 109*55e87721SMatt Gilbride// The text to analyze 110*55e87721SMatt GilbrideString[] texts = {"I love this!", "I hate this!"}; 111*55e87721SMatt Gilbridefor (String text : texts) { 112*55e87721SMatt Gilbride Document doc = Document.newBuilder().setContent(text).setType(Type.PLAIN_TEXT).build(); 113*55e87721SMatt Gilbride // Detects the sentiment of the text 114*55e87721SMatt Gilbride Sentiment sentiment = language.analyzeSentiment(doc).getDocumentSentiment(); 115*55e87721SMatt Gilbride 116*55e87721SMatt Gilbride System.out.printf("Text: \"%s\"%n", text); 117*55e87721SMatt Gilbride System.out.printf( 118*55e87721SMatt Gilbride "Sentiment: score = %s, magnitude = %s%n", 119*55e87721SMatt Gilbride sentiment.getScore(), sentiment.getMagnitude()); 120*55e87721SMatt Gilbride} 121*55e87721SMatt Gilbride``` 122*55e87721SMatt Gilbride 123*55e87721SMatt Gilbride#### Complete source code 124*55e87721SMatt Gilbride 125*55e87721SMatt GilbrideIn [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. 126*55e87721SMatt Gilbride 127*55e87721SMatt Gilbride 128*55e87721SMatt Gilbride 129*55e87721SMatt Gilbride 130*55e87721SMatt Gilbride## Troubleshooting 131*55e87721SMatt Gilbride 132*55e87721SMatt GilbrideTo get help, follow the instructions in the [shared Troubleshooting document][troubleshooting]. 133*55e87721SMatt Gilbride 134*55e87721SMatt Gilbride## Transport 135*55e87721SMatt Gilbride 136*55e87721SMatt GilbrideNatural Language uses gRPC for the transport layer. 137*55e87721SMatt Gilbride 138*55e87721SMatt Gilbride## Supported Java Versions 139*55e87721SMatt Gilbride 140*55e87721SMatt GilbrideJava 8 or above is required for using this client. 141*55e87721SMatt Gilbride 142*55e87721SMatt GilbrideGoogle's Java client libraries, 143*55e87721SMatt Gilbride[Google Cloud Client Libraries][cloudlibs] 144*55e87721SMatt Gilbrideand 145*55e87721SMatt Gilbride[Google Cloud API Libraries][apilibs], 146*55e87721SMatt Gilbridefollow the 147*55e87721SMatt Gilbride[Oracle Java SE support roadmap][oracle] 148*55e87721SMatt Gilbride(see the Oracle Java SE Product Releases section). 149*55e87721SMatt Gilbride 150*55e87721SMatt Gilbride### For new development 151*55e87721SMatt Gilbride 152*55e87721SMatt GilbrideIn general, new feature development occurs with support for the lowest Java 153*55e87721SMatt GilbrideLTS version covered by Oracle's Premier Support (which typically lasts 5 years 154*55e87721SMatt Gilbridefrom initial General Availability). If the minimum required JVM for a given 155*55e87721SMatt Gilbridelibrary is changed, it is accompanied by a [semver][semver] major release. 156*55e87721SMatt Gilbride 157*55e87721SMatt GilbrideJava 11 and (in September 2021) Java 17 are the best choices for new 158*55e87721SMatt Gilbridedevelopment. 159*55e87721SMatt Gilbride 160*55e87721SMatt Gilbride### Keeping production systems current 161*55e87721SMatt Gilbride 162*55e87721SMatt GilbrideGoogle tests its client libraries with all current LTS versions covered by 163*55e87721SMatt GilbrideOracle's Extended Support (which typically lasts 8 years from initial 164*55e87721SMatt GilbrideGeneral Availability). 165*55e87721SMatt Gilbride 166*55e87721SMatt Gilbride#### Legacy support 167*55e87721SMatt Gilbride 168*55e87721SMatt GilbrideGoogle's client libraries support legacy versions of Java runtimes with long 169*55e87721SMatt Gilbrideterm stable libraries that don't receive feature updates on a best efforts basis 170*55e87721SMatt Gilbrideas it may not be possible to backport all patches. 171*55e87721SMatt Gilbride 172*55e87721SMatt GilbrideGoogle provides updates on a best efforts basis to apps that continue to use 173*55e87721SMatt GilbrideJava 7, though apps might need to upgrade to current versions of the library 174*55e87721SMatt Gilbridethat supports their JVM. 175*55e87721SMatt Gilbride 176*55e87721SMatt Gilbride#### Where to find specific information 177*55e87721SMatt Gilbride 178*55e87721SMatt GilbrideThe latest versions and the supported Java versions are identified on 179*55e87721SMatt Gilbridethe individual GitHub repository `github.com/GoogleAPIs/java-SERVICENAME` 180*55e87721SMatt Gilbrideand on [google-cloud-java][g-c-j]. 181*55e87721SMatt Gilbride 182*55e87721SMatt Gilbride## Versioning 183*55e87721SMatt Gilbride 184*55e87721SMatt Gilbride 185*55e87721SMatt GilbrideThis library follows [Semantic Versioning](http://semver.org/). 186*55e87721SMatt Gilbride 187*55e87721SMatt Gilbride 188*55e87721SMatt Gilbride 189*55e87721SMatt Gilbride## Contributing 190*55e87721SMatt Gilbride 191*55e87721SMatt Gilbride 192*55e87721SMatt GilbrideContributions to this library are always welcome and highly encouraged. 193*55e87721SMatt Gilbride 194*55e87721SMatt GilbrideSee [CONTRIBUTING][contributing] for more information how to get started. 195*55e87721SMatt Gilbride 196*55e87721SMatt GilbridePlease note that this project is released with a Contributor Code of Conduct. By participating in 197*55e87721SMatt Gilbridethis project you agree to abide by its terms. See [Code of Conduct][code-of-conduct] for more 198*55e87721SMatt Gilbrideinformation. 199*55e87721SMatt Gilbride 200*55e87721SMatt Gilbride 201*55e87721SMatt Gilbride## License 202*55e87721SMatt Gilbride 203*55e87721SMatt GilbrideApache 2.0 - See [LICENSE][license] for more information. 204*55e87721SMatt Gilbride 205*55e87721SMatt Gilbride## CI Status 206*55e87721SMatt Gilbride 207*55e87721SMatt GilbrideJava Version | Status 208*55e87721SMatt Gilbride------------ | ------ 209*55e87721SMatt GilbrideJava 8 | [![Kokoro CI][kokoro-badge-image-2]][kokoro-badge-link-2] 210*55e87721SMatt GilbrideJava 8 OSX | [![Kokoro CI][kokoro-badge-image-3]][kokoro-badge-link-3] 211*55e87721SMatt GilbrideJava 8 Windows | [![Kokoro CI][kokoro-badge-image-4]][kokoro-badge-link-4] 212*55e87721SMatt GilbrideJava 11 | [![Kokoro CI][kokoro-badge-image-5]][kokoro-badge-link-5] 213*55e87721SMatt Gilbride 214*55e87721SMatt GilbrideJava is a registered trademark of Oracle and/or its affiliates. 215*55e87721SMatt Gilbride 216*55e87721SMatt Gilbride[product-docs]: https://cloud.google.com/natural-language/docs/ 217*55e87721SMatt Gilbride[javadocs]: https://cloud.google.com/java/docs/reference/google-cloud-language/latest/overview 218*55e87721SMatt Gilbride[kokoro-badge-image-1]: http://storage.googleapis.com/cloud-devrel-public/java/badges/google-cloud-java/java7.svg 219*55e87721SMatt Gilbride[kokoro-badge-link-1]: http://storage.googleapis.com/cloud-devrel-public/java/badges/google-cloud-java/java7.html 220*55e87721SMatt Gilbride[kokoro-badge-image-2]: http://storage.googleapis.com/cloud-devrel-public/java/badges/google-cloud-java/java8.svg 221*55e87721SMatt Gilbride[kokoro-badge-link-2]: http://storage.googleapis.com/cloud-devrel-public/java/badges/google-cloud-java/java8.html 222*55e87721SMatt Gilbride[kokoro-badge-image-3]: http://storage.googleapis.com/cloud-devrel-public/java/badges/google-cloud-java/java8-osx.svg 223*55e87721SMatt Gilbride[kokoro-badge-link-3]: http://storage.googleapis.com/cloud-devrel-public/java/badges/google-cloud-java/java8-osx.html 224*55e87721SMatt Gilbride[kokoro-badge-image-4]: http://storage.googleapis.com/cloud-devrel-public/java/badges/google-cloud-java/java8-win.svg 225*55e87721SMatt Gilbride[kokoro-badge-link-4]: http://storage.googleapis.com/cloud-devrel-public/java/badges/google-cloud-java/java8-win.html 226*55e87721SMatt Gilbride[kokoro-badge-image-5]: http://storage.googleapis.com/cloud-devrel-public/java/badges/google-cloud-java/java11.svg 227*55e87721SMatt Gilbride[kokoro-badge-link-5]: http://storage.googleapis.com/cloud-devrel-public/java/badges/google-cloud-java/java11.html 228*55e87721SMatt Gilbride[stability-image]: https://img.shields.io/badge/stability-stable-green 229*55e87721SMatt Gilbride[maven-version-image]: https://img.shields.io/maven-central/v/com.google.cloud/google-cloud-language.svg 230*55e87721SMatt Gilbride[maven-version-link]: https://central.sonatype.com/artifact/com.google.cloud/google-cloud-language/2.15.0 231*55e87721SMatt Gilbride[authentication]: https://github.com/googleapis/google-cloud-java#authentication 232*55e87721SMatt Gilbride[auth-scopes]: https://developers.google.com/identity/protocols/oauth2/scopes 233*55e87721SMatt Gilbride[predefined-iam-roles]: https://cloud.google.com/iam/docs/understanding-roles#predefined_roles 234*55e87721SMatt Gilbride[iam-policy]: https://cloud.google.com/iam/docs/overview#cloud-iam-policy 235*55e87721SMatt Gilbride[developer-console]: https://console.developers.google.com/ 236*55e87721SMatt Gilbride[create-project]: https://cloud.google.com/resource-manager/docs/creating-managing-projects 237*55e87721SMatt Gilbride[cloud-cli]: https://cloud.google.com/cli 238*55e87721SMatt Gilbride[troubleshooting]: https://github.com/googleapis/google-cloud-java/blob/main/TROUBLESHOOTING.md 239*55e87721SMatt Gilbride[contributing]: https://github.com/googleapis/google-cloud-java/blob/main/CONTRIBUTING.md 240*55e87721SMatt Gilbride[code-of-conduct]: https://github.com/googleapis/google-cloud-java/blob/main/CODE_OF_CONDUCT.md#contributor-code-of-conduct 241*55e87721SMatt Gilbride[license]: https://github.com/googleapis/google-cloud-java/blob/main/LICENSE 242*55e87721SMatt Gilbride[enable-billing]: https://cloud.google.com/apis/docs/getting-started#enabling_billing 243*55e87721SMatt Gilbride[enable-api]: https://console.cloud.google.com/flows/enableapi?apiid=language.googleapis.com 244*55e87721SMatt Gilbride[libraries-bom]: https://github.com/GoogleCloudPlatform/cloud-opensource-java/wiki/The-Google-Cloud-Platform-Libraries-BOM 245*55e87721SMatt Gilbride[shell_img]: https://gstatic.com/cloudssh/images/open-btn.png 246*55e87721SMatt Gilbride 247*55e87721SMatt Gilbride[semver]: https://semver.org/ 248*55e87721SMatt Gilbride[cloudlibs]: https://cloud.google.com/apis/docs/client-libraries-explained 249*55e87721SMatt Gilbride[apilibs]: https://cloud.google.com/apis/docs/client-libraries-explained#google_api_client_libraries 250*55e87721SMatt Gilbride[oracle]: https://www.oracle.com/java/technologies/java-se-support-roadmap.html 251*55e87721SMatt Gilbride[g-c-j]: http://github.com/googleapis/google-cloud-java 252