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Currently, there is no such animal.
You can get this information from the Tableau system tables (Google "Tableau custom admin views" for a KB article on how to access them). You can also retrieve much of this information through a set of undocumented xml files:
Hope this helps!
Thank you Russell! Its an awesome link!
Can we access the postgresql database for Tableau Online also? For online, Tableau wont expose the db credentials. Even the XML files.
Any light on this please?
No. These techniques only work when you “own” the Tableau Server.
Tableau Server never exposes the password of the data source — only the user name. This is by design.