How to use Service Bus queues with Python

In this tutorial, you learn how to create Python applications to send messages to and receive messages from a Service Bus queue.


  1. An Azure subscription. To complete this tutorial, you need an Azure account. You can activate your MSDN subscriber benefits or sign up for a free account.
  2. Follow steps in the Use Azure portal to create a Service Bus queue article.
    1. Read the quick overview of Service Bus queues.

    2. Create a Service Bus namespace.

    3. Get the connection string.


      You will create a queue in the Service Bus namespace by using Python in this tutorial.

  3. Install Python or the Python Azure Service Bus package, see the Python Installation Guide. See full documentation of Service Bus Python SDK here.

Create a queue

The ServiceBusClient 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 ServiceBusClient

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

sb_client = ServiceBusClient.from_connection_string('<CONNECTION STRING>')

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:

sb_client.create_queue("taskqueue", max_size_in_megabytes=5120, default_message_time_to_live=datetime.timedelta(minutes=1))

For more information, see Azure Service Bus Python documentation.

Send messages to a queue

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

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

from azure.servicebus import QueueClient, Message

# Create the QueueClient 
queue_client = QueueClient.from_connection_string("<CONNECTION STRING>", "<QUEUE NAME>")

# Send a test message to the queue
msg = Message(b'Test Message')

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.

For more information, see Azure Service Bus Python documentation.

Receive messages from a queue

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

from azure.servicebus import QueueClient, Message

# Create the QueueClient 
queue_client = QueueClient.from_connection_string("<CONNECTION STRING>", "<QUEUE NAME>")

## Receive the message from the queue
with queue_client.get_receiver() as queue_receiver:
    messages = queue_receiver.fetch_next(timeout=3)
    for message in messages:

For more information, see Azure Service Bus Python documentation.

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.


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 (for example, 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.