Vertex AI Workbench client libraries

This page shows how to get started with the Cloud Client Libraries for the Notebooks API. Client libraries make it easier to access Google Cloud APIs from a supported language. Although you can use Google Cloud APIs directly by making raw requests to the server, client libraries provide simplifications that significantly reduce the amount of code you need to write.

Read more about the Cloud Client Libraries and the older Google API Client Libraries in Client libraries explained.

Install the client library

C++

See the GitHub README for details about this client library's requirements and to install dependencies.

C#

Install-Package Google.Cloud.Notebooks.V1 -Pre

For more information, see Setting Up a C# Development Environment.

Go

go get cloud.google.com/go/notebooks

For more information, see Setting Up a Go Development Environment.

Java

If you are using Maven, add the following to your pom.xml file. For more information about BOMs, see The Google Cloud Platform Libraries BOM.

<dependencyManagement>
  <dependencies>
    <dependency>
      <groupId>com.google.cloud</groupId>
      <artifactId>libraries-bom</artifactId>
      <version>26.49.0</version>
      <type>pom</type>
      <scope>import</scope>
    </dependency>
  </dependencies>
</dependencyManagement>

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

If you are using Gradle, add the following to your dependencies:

implementation 'com.google.cloud:google-cloud-notebooks:1.50.0'

If you are using sbt, add the following to your dependencies:

libraryDependencies += "com.google.cloud" % "google-cloud-notebooks" % "1.50.0"

For more information, see Setting Up a Java Development Environment.

Node.js

npm install --save @google-cloud/notebooks

For more information, see Setting Up a Node.js Development Environment.

PHP

composer require google/cloud

For more information, see Using PHP on Google Cloud.

Python

Mac/Linux

pip install virtualenv
virtualenv ENVIRONMENT_NAME
source ENVIRONMENT_NAME/bin/activate
ENVIRONMENT_NAME/bin/pip install google-cloud-notebooks

Windows

pip install --upgrade google-cloud-notebooks
pip install virtualenv
virtualenv ENVIRONMENT_NAME
ENVIRONMENT_NAME\Scripts\activate
ENVIRONMENT_NAME\Scripts\pip.exe install google-cloud-notebooks

For more information, see Setting Up a Python Development Environment.

Ruby

gem install google-cloud-notebooks

For more information, see Setting Up a Ruby Development Environment.

Set up authentication

To authenticate calls to Google Cloud APIs, client libraries support Application Default Credentials (ADC); the libraries look for credentials in a set of defined locations and use those credentials to authenticate requests to the API. With ADC, you can make credentials available to your application in a variety of environments, such as local development or production, without needing to modify your application code.

For production environments, the way you set up ADC depends on the service and context. For more information, see Set up Application Default Credentials.

For a local development environment, you can set up ADC with the credentials that are associated with your Google Account:

  1. Install the Google Cloud CLI, then initialize it by running the following command: 

    gcloud init

  2. If you're using a local shell, then create local authentication credentials for your user account: 

    gcloud auth application-default login

    You don't need to do this if you're using Cloud Shell.

    A sign-in screen appears. After you sign in, your credentials are stored in the local credential file used by ADC.

Use the client library

The following examples show how to use the client library in some of the available languages.

C++

// Copyright 2022 Google LLC
//
// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
// You may obtain a copy of the License at
//
// https://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing, software
// distributed under the License is distributed on an "AS IS" BASIS,
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
// See the License for the specific language governing permissions and
// limitations under the License.

//! [all]
#include "google/cloud/notebooks/v2/notebook_client.h"
#include "google/cloud/location.h"
#include <iostream>

int main(int argc, char* argv[]) try {
  if (argc != 3) {
    std::cerr << "Usage: " << argv[0] << " project-id location-id\n";
    return 1;
  }

  auto const location = google::cloud::Location(argv[1], argv[2]);

  namespace notebooks = ::google::cloud::notebooks_v2;
  auto client = notebooks::NotebookServiceClient(
      notebooks::MakeNotebookServiceConnection());

  for (auto i : client.ListInstances(location.FullName())) {
    if (!i) throw std::move(i).status();
    std::cout << i->DebugString() << "\n";
  }

  return 0;
} catch (google::cloud::Status const& status) {
  std::cerr << "google::cloud::Status thrown: " << status << "\n";
  return 1;
}
//! [all]

Node.js

// Copyright 2020 Google LLC
//
// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
// You may obtain a copy of the License at
//
//      http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing, software
// distributed under the License is distributed on an "AS IS" BASIS,
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
// See the License for the specific language governing permissions and
// limitations under the License.

'use strict';

async function main(projectId, location) {
  /**
   * TODO(developer): Uncomment these variables before running the sample.
   */
  // const projectId = 'my-project';
  // const location = 'global';

  // Imports the Google Cloud Some API library
  const {NotebookServiceClient} = require('@google-cloud/notebooks');
  const client = new NotebookServiceClient();
  async function listInstances() {
    const [instances] = await client.listInstances({
      parent: `projects/${projectId}/locations/${location}`,
    });
    for (const instance of instances) {
      console.info(`instance: ${instance.name}`);
    }
  }
  listInstances();
}

main(...process.argv.slice(2));
process.on('unhandledRejection', err => {
  console.error(err.message);
  process.exitCode = 1;
});

Additional resources

C++

The following list contains links to more resources related to the client library for C++:

C#

The following list contains links to more resources related to the client library for C#:

Go

The following list contains links to more resources related to the client library for Go:

Java

The following list contains links to more resources related to the client library for Java:

Node.js

The following list contains links to more resources related to the client library for Node.js:

PHP

The following list contains links to more resources related to the client library for PHP:

Python

The following list contains links to more resources related to the client library for Python:

Ruby

The following list contains links to more resources related to the client library for Ruby: