How to migrate all Azure Storage Queue data between two different Storage Accounts with Python

How to migrate all Azure Storage Queue data between two different Storage Accounts with Python


This article describes how to migrate all Azure Storage Queues data between two different storage accounts.


For this, we will use Azure Storage SDK for Python to copy all queues (and the respective data) from one Azure Storage Queue to another Azure Storage Queue. This approach will keep the data in the source queues, and will create new queues with the respective data in the destination Azure Storage Queue.


This script was developed and tested using the following versions but it is expected to work with previous versions:

  • Python 3.11.7
  • azure-identity (version: 1.15.0)
  • azure-storage-queue (version: 12.9.0)



In this section, you can find a sample code to copy all queues data between two Storage Accounts using the Azure Storage SDK for Python.


This Python sample code is based on Azure Storage SDK for Python. Please review our documentation here Quickstart: Azure Queue Storage client library for Python.




Download or use any Python IDE of your choice.

  • On Python side, we will use the following packages:
    • azure-identity (more information here azure-identity · PyPI). To install, please run:
      pip install azure-identity​
    • azure-storage-queue (more information here azure-storage-queue · PyPI). To install, please run:
      pip install azure-storage-queue​​


Please see below the sample code to copy all the queues data between two Azure Storage Accounts using the storage connection string.


import os from azure.identity import DefaultAzureCredential from azure.storage.queue import QueueServiceClient, QueueClient, QueueMessage try: # Connect to the source and target storage accounts source_connection_string = "XXXX" target_connection_string = "XXXX" # Create a QueueServiceClient for both source and target account)s source_client = QueueServiceClient.from_connection_string(source_connection_string) target_client = QueueServiceClient.from_connection_string(target_connection_string) # List all queues from the source account for queue in source_client.list_queues(): print(queue) # Create the same queue in the target account target_queue_client = target_client.create_queue(queue.name) # Read messages from the source queue for message in source_client.get_queue_client(queue.name).receive_messages(): # Add the message to the target queue target_queue_client.send_message(message.content) print("Data migration completed successfully!") except Exception as ex: print("Exception:") print(ex)



After executing this sample code, it is expected that you will find all the queues from the source Storage Account in the destination Storage Account, as well as the data/messages from those queues.



  • These steps are provided for the purpose of illustration only. 
  • These steps and any related information are provided "as is" without warranty of any kind, either expressed or implied, including but not limited to the implied warranties of merchantability and/or fitness for a particular purpose.
  • We grant You a nonexclusive, royalty-free right to use and modify the Steps and to reproduce and distribute the steps, provided that. You agree:
    • to not use Our name, logo, or trademarks to market Your software product in which the steps are embedded;
    • to include a valid copyright notice on Your software product in which the steps are embedded; and
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