This page describes how to create and customize a push queue, and how to examine the contents of a queue.
queue.yaml to create queues
To process a task, you must add it to a push queue. App Engine provides a
default push queue, named
default, which is configured and
ready to use with default settings. If you want, you can just add all your tasks
to the default queue, without having to create and configure other queues.
To add queues or change the default configuration, edit the
for your application, which you upload to App Engine. You can create up to 10
queues for free applications and up to 100 queues for billing-enabled
applications. Queues cannot be created dynamically.
queue.yaml file defines two queues:
You use the Cloud SDK
queue: - name: queue-blue target: v2.task-module rate: 5/s - name: queue-red rate: 1/s
gcloudcommand to upload the file.
gcloud app deploy
All tasks added to
queue-blue are sent to the target module
The refresh rate of
queue-red is changed from 5/s to 1/s. Tasks will be
dequeued and sent to their targets at the rate of 1 task per second.
If you delete a queue, you must wait approximately 7 days before creating a new queue with the same name.
There are many other parameters that can be added to the
queue.yaml file to
customize the behavior of a push queue. For more information, see the
Defining the push queue processing rate
The task queue uses token buckets to
control the rate of task execution. Each named queue has a token bucket that
holds tokens, up to the maximum specified by the
bucket_size, or a maximum of
5 tokens if you don't specify the bucket size.
Each time your application executes a task, a token is removed from the bucket.
Your app continues processing tasks in the queue until the queue's bucket runs
out of tokens. App Engine refills the bucket with new tokens continuously based
rate that you specified for the queue.
If your queue contains tasks to process, and the queue's bucket contains tokens, App Engine simultaneously processes as many tasks as there are tokens. This can lead to bursts of processing, consuming system resources and competing with user-serving requests.
If you want to prevent too many tasks from running at once or to prevent
datastore contention, use
The following sample shows how to set
max_concurrent_requests to limit
tasks and also shows how to adjust the bucket size and rate based on your
application's needs and available resources:
queue: - name: queue-blue rate: 20/s bucket_size: 40 max_concurrent_requests: 10
Setting storage limits for all queues
You can use
to define the total amount of storage that task data
can consume over all queues. To define the total storage limit, include an
at the top level:
# Set the total storage limit for all queues to 120MB total_storage_limit: 120M queue: - name: queue-blue rate: 35/s
The value is a number followed by a unit:
B for bytes,
K for kilobytes,
G for gigabytes,
T for terabytes. For example,
specifies a limit of 100 kilobytes. If adding a task would cause the queue to
exceed its storage limit, the call to add the task will fail. The default limit
500M (500 megabytes) for free apps. For billed apps there is no limit until
you explicitly set one. You can use this limit to protect your app from a fork
programming error in which each task adds multiple other tasks during its
If your app is receiving errors for insufficient quota when adding tasks, increasing the total storage limit can help. If you are using this feature, we strongly recommend setting a limit that corresponds to the storage required for several days' worth of tasks. This allows the queues to be temporarily backed up and continue to accept new tasks while working through the backlog while still being protected from a fork bomb programming error.
Monitoring queues in the GCP Console
The Task Queues page in the GCP Console displays information about all the task queues in your application.
Visit the Task Queues page in the GCP Console and select the Push Queues tab in the menu bar at the top of the page.
The Push Queues tab lists all of the queues in the application. Clicking on a queue name brings up the Task Queue Details page where you can see all of the tasks in the selected queue.
- Learn about creating tasks