The data in tables created by Windows Azure Diagnostics isn't deleted automatically.
However, Windows Azure PowerShell Cmdlets contain cmdlets specifically for this case.
PS D:> help Clear-WindowsAzureLog
NAME
Clear-WindowsAzureLog
SYNOPSIS
Removes Windows Azure trace log data from a storage account.
SYNTAX
Clear-WindowsAzureLog [-DeploymentId ] [-From ] [-To ] [-StorageAccountName ] [-StorageAccountKey ] [-UseD
evelopmentStorage] [-StorageAccountCredentials ] []
Clear-WindowsAzureLog [-DeploymentId <String>] [-FromUtc <DateTime>] [-ToUt
c <DateTime>] [-StorageAccountName <String>] [-StorageAccountKey <String>]
[-UseDevelopmentStorage] [-StorageAccountCredentials <StorageCredentialsAcc
ountAndKey>] [<CommonParameters>]
You need to specify -ToUtc parameter, and all logs before that date will be deleted.
If cleanup task needs to be performed on Azure within the worker role, C# cmdlets code can be reused. PowerShell Cmdlets are published under permissive MS Public License.
Basically, there are only 3 files needed without other external dependencies: DiagnosticsOperationException.cs, WadTableExtensions.cs, WadTableServiceEntity.cs.
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