Testing and Deploying Your Application

Python |Java |Node.js |Go |Ruby |PHP |.NET

Learn how to run your application locally, deploy it, and test on App Engine.

Running locally

To test your application's functionality before deploying, run your application in your local environment with the development tools that you usually use.

For details, including specific commands depending on your plugin, see Local testing for the Java 8/Jetty 9 runtime or Local testing for the Java 8 runtime.

Deploying your application

Before you begin

Before you can deploy your application:

The Owner of the GCP project must enable App Engine.
Ensure that your user account includes the required privileges.

Deploying a service

You can use any of the supported tools to deploy your Java application to the App Engine flexible environment. For command-line deployment, use gcloud app deploy from the Cloud SDK, or use the Maven or the Gradle plugins. To deploy using an IDE, use the IntelliJ or Eclipse plugins. To programmatically deploy your apps, use the Admin API.

Ignoring files

You can use a .gcloudignore file to specify files and directories not to upload to GCP when you deploy your services. This is useful for ignoring build artifacts and other files that do not need to be uploaded with your deployment.

Learn more about the syntax of the .gcloudignore file in the gcloud reference.

Manually building a container for deployment

To build your container images outside of Google Cloud Platform, you must first upload your images to a container image repository before you can deploy your images to App Engine with the gcloud app deploy command.

For example, if you build your container images locally with Docker, you can push those images to Google Container Registry and then specify the URL of your image in the --image-url flag of the command:

gcloud app deploy src/main/appengine/app.yaml --image-url gcr.io/YOUR_PROJECT_ID/YOUR_CONTAINER_IMAGE

Using automated continuous deployment pipelines

You can use Cloud Build to automate deployments in continuous deployment pipelines. For more information, see Deploying artifacts, and Automating Builds using Build Triggers in the Cloud Build documentation.

Docker base images for Java

If you'd like to build a Java custom runtime application from scratch, use a provided base image in your Dockerfile:

Runtime	Docker command
Java 8	`FROM gcr.io/google_appengine/openjdk`
Java 8 / Jetty 9	`FROM gcr.io/google-appengine/jetty`

Viewing your application

After you deploy your application to App Engine, you can run the following command to launch your browser and view it at http://YOUR_PROJECT_ID.appspot.com:

gcloud app browse

Testing on App Engine

Before configuring a new version to receive traffic, you can test it on App Engine. For example, to test a new version of your default service:

Deploy your new version with the promote parameter set to false:
- With Maven, set the promote parameter in your pom.xml file.
- With Gradle, set the promote parameter in your gradle.build file.
Access your new version by navigating to the following URL:
```
http://VERSION_ID.default.YOUR_PROJECT_ID.appspot.com
```
Note: You can find the version ID in the GCP Console, or specify one when you deploy with the version parameter.

Now you can test your new version in the App Engine runtime environment. You can debug your application by viewing its logs. For more information, see Writing Application Logs.

Requests sent to http://YOUR_PROJECT_ID.appspot.com will still be routed to the version previously configured to receive traffic.
When you want to send traffic to the new version, use the GCP Console to migrate traffic:

Manage versions

Select the version you just deployed and click Migrate traffic.

You can use the same process to test new versions of other services by replacing default in the URL with your service's name:

http://VERSION_ID.SERVICE_ID.YOUR_PROJECT_ID.appspot.com

For more information about targeting specific services and versions, see How Requests are Routed.

Troubleshooting

The following is a common error message that you might encounter when deploying apps:

PERMISSION_DENIED: Operation not allowed
The "appengine.applications.create" permission is required.: If the GCP project does not include the required App Engine application, the gcloud app deploy command can fail when it tries to run the gcloud app create command. Only accounts with Owner role have the necessary permissions to create App Engine applications.