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I have 2 tables in oracle that I am using. One is P285_ and the other is P285_$.
The first one it reads correctly but for the second one, it says P285_$ doesn't exist.
Does dataiku have issue with $ sign in table names?
Well, it seems likely, if that is the only difference between the two tables.
Please see this document on naming best practices, to ensure compatibility between all types of storage connections.