Im using Linked service to connect the Azure SQL database to the Azure data factory data flow.
In the Azure data factory Linked service connection gets established successfully.

However, when I add my source dataset using a linked service to the data flow, there the test connection fails.

Below are the error messages:
Spark job failed: {
"text/plain": "{\"runId\":\"94405efb-4fd6-449e-aa7f-e4396f1db87f\",\"sessionId\":\"93dd501b-ac03-4c93-8773-36058e06b8a0\",\"status\":\"Failed\",\"payload\":{\"statusCode\":400,\"shortMessage\":\"com.microsoft.dataflow.broker.MissingRequiredPropertyException: server is a required property for AzureSqlDatabase1.\\ncom.microsoft.dataflow.broker.PropertyNotFoundException: Could not extract value from AzureSqlDatabase1\",\"detailedMessage\":\"Failure 2024-05-17 07:10:36.828 failed DebugManager.processJob, run=94405efb-4fd6-449e-aa7f-e4396f1db87f, errorMessage=com.microsoft.dataflow.broker.MissingRequiredPropertyException: server is a required property for AzureSqlDatabase1.\\ncom.microsoft.dataflow.broker.PropertyNotFoundException: Could not extract value from AzureSqlDatabase1\"}}\n"
} - RunId: 94405efb-4fd6-449e-aa7f-e4396f1db87f
When I googled the above error most of the forums said to recreate the Linked service. In this StackOverflow thread it asks to increase the compute size of the Data Flow Integration which also does not work.
Is there any better solutions, or what exactly cause this issue?