john-bodley opened a new pull request, #20893:
URL: https://github.com/apache/superset/pull/20893

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   ### SUMMARY
   
   This PR fixes a SQL Lab performance regression introduced in 
https://github.com/apache/superset/pull/11785—a mere two years ago—which 
impacts the populating the tables in the SQL Lab LHS.
   
   Specially at Airbnb for the Presto database the following line 
   
   ```
   dataset_tables = {table.name: table for table in database.tables} 
   ```
   
   would take over 5 seconds to execute given we have over 100,000 tables 
registered with said database in Superset. The fix is to bypass model and fetch 
only the subset of relevant tables using the SQLAlchemy ORM. The resulting 
refactor reduced the statement execution time down to << 0.01 seconds.
   
   ### BEFORE/AFTER SCREENSHOTS OR ANIMATED GIF
   <!--- Skip this if not applicable -->
   
   ### TESTING INSTRUCTIONS
   
   CI.
   
   ### ADDITIONAL INFORMATION
   <!--- Check any relevant boxes with "x" -->
   <!--- HINT: Include "Fixes #nnn" if you are fixing an existing issue -->
   - [ ] Has associated issue:
   - [ ] Required feature flags:
   - [ ] Changes UI
   - [ ] Includes DB Migration (follow approval process in 
[SIP-59](https://github.com/apache/superset/issues/13351))
     - [ ] Migration is atomic, supports rollback & is backwards-compatible
     - [ ] Confirm DB migration upgrade and downgrade tested
     - [ ] Runtime estimates and downtime expectations provided
   - [ ] Introduces new feature or API
   - [ ] Removes existing feature or API
   


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