How to use Service Bus queues with Python

This article describes how to use Service Bus queues. The samples are written in Python and use the Python Azure Service Bus package. The scenarios covered include creating queues, sending and receiving messages, and deleting queues.

What are Service Bus queues?

Service Bus queues support a brokered messaging communication model. When using queues, components of a distributed application do not communicate directly with each other; instead they exchange messages via a queue, which acts as an intermediary (broker). A message producer (sender) hands off a message to the queue and then continues its processing. Asynchronously, a message consumer (receiver) pulls the message from the queue and processes it. The producer does not have to wait for a reply from the consumer in order to continue to process and send further messages. Queues offer First In, First Out (FIFO) message delivery to one or more competing consumers. That is, messages are typically received and processed by the receivers in the order in which they were added to the queue, and each message is received and processed by only one message consumer.


Service Bus queues are a general-purpose technology that can be used for a wide variety of scenarios:

  • Communication between web and worker roles in a multi-tier Azure application.
  • Communication between on-premises apps and Azure-hosted apps in a hybrid solution.
  • Communication between components of a distributed application running on-premises in different organizations or departments of an organization.

Using queues enables you to scale your applications more easily, and enable more resiliency to your architecture.

To begin using Service Bus messaging entities in Azure, you must first create a namespace with a name that is unique across Azure. A namespace provides a scoping container for addressing Service Bus resources within your application.

To create a namespace:

  1. Sign in to the Azure portal.
  2. In the left navigation pane of the portal, click + Create a resource, then click Integration, and then click Service Bus.
  3. In the Create namespace dialog, enter a namespace name. The system immediately checks to see if the name is available.
  4. After making sure the namespace name is available, choose the pricing tier (Basic, Standard, or Premium). If you want to use topics and subscriptions, make sure to choose either Standard or Premium. Topics/subscriptions are not supported in the Basic pricing tier.
  5. In the Subscription field, choose an Azure subscription in which to create the namespace.
  6. In the Resource group field, choose an existing resource group in which the namespace will live, or create a new one.
  7. In Location, choose the country or region in which your namespace should be hosted.

    Create namespace

  8. Click Create. The system now creates your namespace and enables it. You might have to wait several minutes as the system provisions resources for your account.

Obtain the management credentials

Creating a new namespace automatically generates an initial Shared Access Signature (SAS) rule with an associated pair of primary and secondary keys that each grant full control over all aspects of the namespace. See Service Bus authentication and authorization for information about how to create further rules with more constrained rights for regular senders and receivers. To copy the initial rule, follow these steps:

  1. Click All resources, then click the newly created namespace name.
  2. In the namespace window, click Shared access policies.
  3. In the Shared access policies screen, click RootManageSharedAccessKey.


  4. In the Policy: RootManageSharedAccessKey window, click the copy button next to Primary Connection String, to copy the connection string to your clipboard for later use. Paste this value into Notepad or some other temporary location.


  5. Repeat the previous step, copying and pasting the value of Primary key to a temporary location for later use.


To install Python or the Python Azure Service Bus package, see the Python Installation Guide.

Create a queue

The ServiceBusService object enables you to work with queues. Add the following code near the top of any Python file in which you wish to programmatically access Service Bus:

from azure.servicebus import ServiceBusService, Message, Queue

The following code creates a ServiceBusService object. Replace mynamespace, sharedaccesskeyname, and sharedaccesskey with your namespace, shared access signature (SAS) key name, and value.

bus_service = ServiceBusService(

The values for the SAS key name and value can be found in the Azure portal connection information, or in the Visual Studio Properties pane when selecting the Service Bus namespace in Server Explorer (as shown in the previous section).


The create_queue method also supports additional options, which enable you to override default queue settings such as message time to live (TTL) or maximum queue size. The following example sets the maximum queue size to 5 GB, and the TTL value to 1 minute:

queue_options = Queue()
queue_options.max_size_in_megabytes = '5120'
queue_options.default_message_time_to_live = 'PT1M'

bus_service.create_queue('taskqueue', queue_options)

Send messages to a queue

To send a message to a Service Bus queue, your application calls the send_queue_message method on the ServiceBusService object.

The following example demonstrates how to send a test message to the queue named taskqueue using send_queue_message:

msg = Message(b'Test Message')
bus_service.send_queue_message('taskqueue', msg)

Service Bus queues support a maximum message size of 256 KB in the Standard tier and 1 MB in the Premium tier. The header, which includes the standard and custom application properties, can have a maximum size of 64 KB. There is no limit on the number of messages held in a queue but there is a cap on the total size of the messages held by a queue. This queue size is defined at creation time, with an upper limit of 5 GB. For more information about quotas, see Service Bus quotas.

Receive messages from a queue

Messages are received from a queue using the receive_queue_message method on the ServiceBusService object:

msg = bus_service.receive_queue_message('taskqueue', peek_lock=False)

Messages are deleted from the queue as they are read when the parameter peek_lock is set to False. You can read (peek) and lock the message without deleting it from the queue by setting the parameter peek_lock to True.

The behavior of reading and deleting the message as part of the receive operation is the simplest model, and works best for scenarios in which an application can tolerate not processing a message in the event of a failure. To understand this, consider a scenario in which the consumer issues the receive request and then crashes before processing it. Because Service Bus will have marked the message as being consumed, then when the application restarts and begins consuming messages again, it will have missed the message that was consumed prior to the crash.

If the peek_lock parameter is set to True, the receive becomes a two stage operation, which makes it possible to support applications that cannot tolerate missing messages. When Service Bus receives a request, it finds the next message to be consumed, locks it to prevent other consumers receiving it, and then returns it to the application. After the application finishes processing the message (or stores it reliably for future processing), it completes the second stage of the receive process by calling the delete method on the Message object. The delete method will mark the message as being consumed and remove it from the queue.

msg = bus_service.receive_queue_message('taskqueue', peek_lock=True)


How to handle application crashes and unreadable messages

Service Bus provides functionality to help you gracefully recover from errors in your application or difficulties processing a message. If a receiver application is unable to process the message for some reason, then it can call the unlock method on the Message object. This will cause Service Bus to unlock the message within the queue and make it available to be received again, either by the same consuming application or by another consuming application.

There is also a timeout associated with a message locked within the queue, and if the application fails to process the message before the lock timeout expires (e.g., if the application crashes), then Service Bus will unlock the message automatically and make it available to be received again.

In the event that the application crashes after processing the message but before the delete method is called, then the message will be redelivered to the application when it restarts. This is often called At Least Once Processing, that is, each message will be processed at least once but in certain situations the same message may be redelivered. If the scenario cannot tolerate duplicate processing, then application developers should add additional logic to their application to handle duplicate message delivery. This is often achieved using the MessageId property of the message, which will remain constant across delivery attempts.

Next steps

Now that you have learned the basics of Service Bus queues, see these articles to learn more.