An Azure service for ingesting, preparing, and transforming data at scale.
Hi @Dylan Johns
Thank you for providing the additional information.
Based on your findings, the Azure CLI returning an empty list indicates that the pipelines are no longer present in the live Data Factory. Since Git integration was not configured, there is unfortunately no source control repository available to recover any unpublished changes. Additionally, the absence of delete or deployment operations in the Azure Activity Log suggests there is no evidence of an intentional deletion.
The ResourceNotFound response for the managed virtual network is expected if your Data Factory was not configured to use a Managed Virtual Network, so it is unlikely to be related to the missing pipelines.
Given these findings, this issue would require further investigation by the Azure Data Factory product team. I recommend opening an Azure Support request and including your Data Factory name, Azure region, the approximate UTC timestamps when the pipelines were last visible and when they disappeared, the Azure CLI output showing that no pipelines are returned, confirmation that Git integration was not enabled, and the Activity Log results showing no delete or deployment operations. This information will help the engineering team review the backend logs and determine whether a service-side issue occurred.
If the pipelines were never published and there is no Git repository or ARM template backup, there is unfortunately no customer-side recovery mechanism available. However, Azure Support can verify whether this behavior was caused by an unexpected backend issue.
For more information, please refer to:
- https://learn.microsoft.com/azure/data-factory/source-control
- https://learn.microsoft.com/azure/data-factory/data-factory-troubleshoot-guide
I hope this helps. Please let us know if you open a support request or if you have any further updates.