aminghadersohi opened a new pull request, #38392:
URL: https://github.com/apache/superset/pull/38392

   ### SUMMARY
   
   When generating a chart via MCP, the tool previously returned a chart URL 
without verifying
   that the underlying query actually executes successfully. This meant users 
could receive
   links to broken charts that fail to render.
   
   This PR adds a compile check step that runs a lightweight test query 
(row_limit=2) via
   `QueryContextFactory` + `ChartDataCommand` after chart generation. If the 
query fails,
   a structured error response is returned instead of a broken chart link.
   
   **Behavior:**
   - **Saved charts** (`save_chart=True`): If compile check fails, the chart is 
deleted from
     the database and an error is returned — no broken charts are left behind
   - **Preview-only mode** (`save_chart=False`): If compile check fails, an 
error is returned
     with details about what went wrong
   - **Success path**: Compile warnings (if any) are included in the response
   
   The `_compile_chart()` helper catches `ChartDataQueryFailedError`, 
`ChartDataCacheLoadError`,
   `CommandException`, `ValueError`, and `KeyError` — returning a 
`CompileResult` dataclass
   with success status, error message, warnings, and row count.
   
   ### BEFORE/AFTER SCREENSHOTS OR ANIMATED GIF
   N/A — backend-only change, no UI modifications.
   
   ### TESTING INSTRUCTIONS
   1. Run the unit tests:
      ```bash
      pytest tests/unit_tests/mcp_service/chart/tool/test_generate_chart.py -v
      ```
   2. Verify all 14 tests pass (10 existing + 4 new compile check tests)
   3. The new `TestCompileChart` class covers:
      - Successful compile with row count verification
      - Query errors embedded in result payload
      - `ChartDataQueryFailedError` exceptions
      - `ValueError` from invalid configuration
   
   ### ADDITIONAL INFORMATION
   - [ ] 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
   - [x] Introduces new feature or API
   - [ ] Removes existing feature or API


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