Google AI Platform Client for Java

Java idiomatic client for AI Platform.

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

Quickstart

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

  <dependencies>
    <dependency>
      <groupId>com.google.cloud</groupId>
      <artifactId>google-cloud-aiplatform</artifactId>
      <version>0.0.1-SNAPSHOT</version>
    </dependency>
    <dependency>
      <groupId>com.google.cloud</groupId>
      <artifactId>google-cloud-storage</artifactId>
      <version>1.113.2</version>
    </dependency>
    <dependency>
      <groupId>com.google.protobuf</groupId>
      <artifactId>protobuf-java-util</artifactId>
      <version>4.0.0-rc-1</version>
    </dependency>


    <dependency>
      <groupId>junit</groupId>
      <artifactId>junit</artifactId>
      <version>4.13.1</version>
      <scope>test</scope>
    </dependency>
    <dependency>
      <groupId>com.google.truth</groupId>
      <artifactId>truth</artifactId>
      <version>1.1</version>
      <scope>test</scope>
    </dependency>

  </dependencies>
</project>

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

<dependency>
  <groupId>com.google.cloud</groupId>
  <artifactId>google-cloud-aiplatform</artifactId>
  <version>0.0.1-SNAPSHOT</version>
</dependency>

If you are using Gradle, add this to your dependencies

compile 'com.google.cloud:google-cloud-aiplatform:0.0.0'

If you are using SBT, add this to your dependencies

libraryDependencies += "com.google.cloud" % "google-cloud-aiplatform" % "0.0.0"

Authentication

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

Getting Started

Prerequisites

You will need a Google Cloud Platform Console project with the AI Platform API enabled. You will need to enable billing to use Google AI Platform. 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-aiplatform library. See the Quickstart section to add google-cloud-aiplatform as a dependency in your code.

About AI Platform

AI Platform brings AutoML and AI Platform (Legacy) together into a unified API, client library, and user interface.

See the AI Platform client library docs to learn how to use this AI Platform Client Library.

Samples

Samples are in the samples/ directory. The samples' README.md has instructions for running the samples.

Sample	Source Code	Try it
Cancel Data Labeling Job Sample	source code
Cancel Training Pipeline Sample	source code
Create Data Labeling Job Image Sample	source code
Create Data Labeling Job Sample	source code
Create Data Labeling Job Video Sample	source code
Create Dataset Tabular Bigquery Sample	source code
Create Dataset Tabular Gcs Sample	source code
Create Training Pipeline Sample	source code
Create Training Pipeline Tabular Classification Sample	source code
Create Training Pipeline Tabular Regression Sample	source code
Delete Data Labeling Job Sample	source code
Delete Dataset Sample	source code
Delete Export Model Sample	source code
Delete Model Sample	source code
Delete Training Pipeline Sample	source code
Export Model Tabular Classification Sample	source code
Get Model Evaluation Tabular Classification Sample	source code
Get Model Evaluation Tabular Regression Sample	source code
Get Training Pipeline Sample	source code
Predict Custom Trained Model Sample	source code
Predict Tabular Classification Sample	source code
Predict Tabular Regression Sample	source code
Upload Model Sample	source code

Troubleshooting

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

Transport

AI Platform uses gRPC for the transport layer.

Java Versions

Java 7 or above is required for using this client.

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.