Google Data Labeling Client for Java

Java idiomatic client for Data Labeling.

• Product Documentation
• Client Library Documentation

Note: This client is a work-in-progress, and may occasionally make backwards-incompatible changes.

🚌 In October 2022, this library has moved to google-cloud-java/java-datalabeling. This repository will be archived in the future. Future releases will appear in the new repository (https://github.com/googleapis/google-cloud-java/releases). The Maven artifact coordinates (com.google.cloud:google-cloud-datalabeling) remain the same.

Quickstart

If you are using Maven with BOM, add this to your pom.xml file:

<dependencyManagement>
  <dependencies>
    <dependency>
      <groupId>com.google.cloud</groupId>
      <artifactId>libraries-bom</artifactId>
      <version>26.1.3</version>
      <type>pom</type>
      <scope>import</scope>
    </dependency>
  </dependencies>
</dependencyManagement>

<dependencies>
  <dependency>
    <groupId>com.google.cloud</groupId>
    <artifactId>google-cloud-datalabeling</artifactId>
  </dependency>

If you are using Maven without BOM, add this to your dependencies:

<dependency>
  <groupId>com.google.cloud</groupId>
  <artifactId>google-cloud-datalabeling</artifactId>
  <version>0.123.7</version>
</dependency>

If you are using Gradle 5.x or later, add this to your dependencies:

implementation platform('com.google.cloud:libraries-bom:26.1.4')

implementation 'com.google.cloud:google-cloud-datalabeling'

If you are using Gradle without BOM, add this to your dependencies:

implementation 'com.google.cloud:google-cloud-datalabeling:0.125.0'

If you are using SBT, add this to your dependencies:

libraryDependencies += "com.google.cloud" % "google-cloud-datalabeling" % "0.125.0"

Authentication

See the Authentication section in the base directory's README.

Authorization

The client application making API calls must be granted authorization scopes required for the desired Data Labeling APIs, and the authenticated principal must have the IAM role(s) required to access GCP resources using the Data Labeling API calls.

Getting Started

Prerequisites

You will need a Google Cloud Platform Console project with the Data Labeling API enabled. You will need to enable billing to use Google Data Labeling. Follow these instructions to get your project set up. You will also need to set up the local development environment by installing the Google Cloud SDK 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-datalabeling library. See the Quickstart section to add google-cloud-datalabeling as a dependency in your code.

About Data Labeling

Data Labeling is a service that lets you work with human labelers to generate highly accurate labels for a collection of data that you can use to train your machine learning models.

See the Data Labeling client library docs to learn how to use this Data Labeling Client Library.

Samples

Samples are in the samples/ directory.

Sample	Source Code	Try it
Create Annotation Spec Set	source code
Create Dataset	source code
Create Instruction	source code
Export Data	source code
Import Data	source code
Label Image	source code
Label Text	source code
Label Video	source code

Troubleshooting

To get help, follow the instructions in the shared Troubleshooting document.

Transport

Data Labeling 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 and Google Cloud API Libraries, follow the Oracle Java SE support roadmap (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 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.

Versioning

This library follows Semantic Versioning.

It is currently in major version zero (0.y.z), which means that anything may change at any time and the public API should not be considered stable.

Contributing

Contributions to this library are always welcome and highly encouraged.

See 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 for more information.

License

Apache 2.0 - See LICENSE for more information.

CI Status

Java Version	Status
Java 8
Java 8 OSX
Java 8 Windows
Java 11

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