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Monitoring client libraries | Google Cloud

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This page shows how to get started with the Cloud Client Libraries for the Cloud Monitoring 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.

The samples on this page use custom, or user-defined, metrics to illustrate the use of the client libraries. The system-defined metrics described in the

are collected for you. You don't need to write any code to collect them, although the agent metrics do require the installation of the Cloud Monitoring agent. For more information on agent metrics, see the

.

For information about the previous Monitoring API client libraries, see Monitoring API Client Libraries.

See Setting up a C++ development environment for details about this client library's requirements and install dependencies.

In Visual Studio 2013/2015, open the Package Manager Console and run this command:

Install-Package Google.Cloud.Monitoring.V3 -Pre

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

go get cloud.google.com/go/monitoring/apiv3

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

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

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

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

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

If you're using Visual Studio Code, IntelliJ, or Eclipse, you can add client libraries to your project using the following IDE plugins:

• Cloud Code for VS Code
• Cloud Code for IntelliJ
• Cloud Tools for Eclipse

The plugins provide additional functionality, such as key management for service accounts. Refer to each plugin's documentation for details.

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

npm install @google-cloud/monitoring

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

composer require google/cloud-monitoring

For more information, see Using PHP on Google Cloud.

pip install --upgrade google-cloud-monitoring

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

gem install google-cloud-monitoring

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

To authenticate calls to Google Cloud APIs, client libraries support

; 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. After installation, initialize the Google Cloud CLI by running the following command:

   gcloud init

   If you're using an external identity provider (IdP), you must first sign in to the gcloud CLI with your federated identity.

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.

   If an authentication error is returned, and you are using an external identity provider (IdP), confirm that you have signed in to the gcloud CLI with your federated identity.

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

The following example shows how to use the client library.

README.md for instructions on using Visual Studio to build and run this sample C# code.

Except as otherwise noted, the content of this page is licensed under the Creative Commons Attribution 4.0 License, and code samples are licensed under the Apache 2.0 License. For details, see the Google Developers Site Policies. Java is a registered trademark of Oracle and/or its affiliates.

Last updated 2025-08-07 UTC.

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