codeant-ai-for-open-source[bot] commented on code in PR #42895:
URL: https://github.com/apache/superset/pull/42895#discussion_r3761956756


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superset/mcp_service/chart/prompts/create_chart_guided.py:
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@@ -137,7 +137,9 @@ async def create_chart_guided_prompt(
 - If the chart type doesn't suit the data, try a different kind
 
 ## Available Aggregations
-SUM, COUNT, AVG, MIN, MAX, COUNT_DISTINCT, STDDEV, VAR, MEDIAN
+SUM, COUNT, AVG, MIN, MAX, COUNT_DISTINCT, STDDEV_SAMP, VAR_SAMP, MEDIAN
+(support for STDDEV_SAMP/VAR_SAMP/MEDIAN depends on the connected database;
+an unsupported choice returns a clear error naming the aggregate and database)

Review Comment:
   **Suggestion:** The prompt claims unsupported aggregates return an error 
naming both the aggregate and the database, but the actual validation error 
only says “The MEDIAN aggregate is not supported on this database” and does not 
identify the connected database or engine. This gives the model a stronger 
diagnostic contract than the implementation provides; either include the 
backend name in the error or remove that claim from the prompt. [api mismatch]
   
   <details>
   <summary><b>Severity Level:</b> Minor 🧹</summary>
   
   ```mdx
   - ⚠️ MCP chart guidance promises backend-specific diagnostics.
   - ⚠️ Models cannot identify which database lacks support.
   - ⚠️ Troubleshooting unsupported aggregates requires separate dataset 
inspection.
   ```
   </details>
   
   [![Fix in 
Cursor](https://new-codeant-butcket.s3.us-west-1.amazonaws.com/badges/fix-in-cursor-flat.svg)](https://app.codeant.ai/fix-in-ide?tool=cursor&prompt_id=cc1c67ce2c6849e882c390af7bf97975&service=github&base_url=https%3A%2F%2Fgithub.com&org=apache&repo=apache%2Fsuperset)
 [![Fix in VSCode 
Claude](https://new-codeant-butcket.s3.us-west-1.amazonaws.com/badges/fix-in-vscode-claude-flat.svg)](https://app.codeant.ai/fix-in-ide?tool=vscode-claude&prompt_id=cc1c67ce2c6849e882c390af7bf97975&service=github&base_url=https%3A%2F%2Fgithub.com&org=apache&repo=apache%2Fsuperset)
   <details>
   <summary><b>Prompt for AI Agent 🤖 </b></summary>
   
   ```mdx
   This is a comment left during a code review.
   
   **Path:** superset/mcp_service/chart/prompts/create_chart_guided.py
   **Line:** 141:142
   **Comment:**
        *Api Mismatch: The prompt claims unsupported aggregates return an error 
naming both the aggregate and the database, but the actual validation error 
only says “The MEDIAN aggregate is not supported on this database” and does not 
identify the connected database or engine. This gives the model a stronger 
diagnostic contract than the implementation provides; either include the 
backend name in the error or remove that claim from the prompt.
   
   Validate the correctness of the flagged issue. If correct, How can I resolve 
this? If you propose a fix, implement it and please make it concise.
   Once fix is implemented, also check other comments on the same PR, and ask 
user if the user wants to fix the rest of the comments as well. if said yes, 
then fetch all the comments validate the correctness and implement a minimal fix
   ```
   </details>
   <a 
href='https://app.codeant.ai/feedback?pr_url=https%3A%2F%2Fgithub.com%2Fapache%2Fsuperset%2Fpull%2F42895&comment_hash=45d2d08f017d868145f6c839d746aefe912e20a8d0291ee0d1905a464bba36ac&reaction=like'>👍</a>
 | <a 
href='https://app.codeant.ai/feedback?pr_url=https%3A%2F%2Fgithub.com%2Fapache%2Fsuperset%2Fpull%2F42895&comment_hash=45d2d08f017d868145f6c839d746aefe912e20a8d0291ee0d1905a464bba36ac&reaction=dislike'>👎</a>



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