aminghadersohi commented on PR #39912:
URL: https://github.com/apache/superset/pull/39912#issuecomment-4390638012

   Addressed in f20e95ba0dd7a7cf4e09bb76ba5cfd0ae5c4c594.
   
   Root cause: the middleware was lazy-importing `estimate_response_tokens`, 
`format_size_limit_error`, `INFO_TOOLS`, and `truncate_oversized_response` 
*inside* the methods, so those names never existed on the 
`superset.mcp_service.middleware` module — patching the conventional 
`superset.mcp_service.middleware.estimate_response_tokens` path raised 
`AttributeError`, which is why I had originally targeted the definition module.
   
   Fix: hoisted all four imports to module level. Now 
`superset.mcp_service.middleware.estimate_response_tokens` exists as a normal 
module attribute and the test patches it where it's used, the way the 
convention assumes.
   
   Not strictly needed but the right call — keeps tests robust against future 
churn and gets rid of three pointless local imports.


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