korbit-ai[bot] commented on code in PR #33845:
URL: https://github.com/apache/superset/pull/33845#discussion_r2159407877


##########
superset/daos/dataset.py:
##########
@@ -197,7 +197,7 @@ def update(
                 cls.update_metrics(item, attributes.pop("metrics"))
                 force_update = True
 
-            if force_update:
+            if attributes or force_update:
                 attributes["changed_on"] = datetime.now()

Review Comment:
   ### Undocumented changed_on timestamp behavior change <sub>![category 
Documentation](https://img.shields.io/badge/Documentation-7c3aed)</sub>
   
   <details>
     <summary>Tell me more</summary>
   
   ###### What is the issue?
   The change in the condition from `if force_update:` to `if attributes or 
force_update:` is not documented. This is a significant behavior change that 
affects when the `changed_on` timestamp is updated.
   
   
   ###### Why this matters
   Future developers may not understand why both empty attributes and 
force_update can trigger a timestamp update, leading to potential confusion 
about the timestamp update behavior.
   
   ###### Suggested change ∙ *Feature Preview*
   Update the method's docstring to explain:
   ```python
       """Updates a Dataset model on the metadata DB
       
       The changed_on timestamp is updated when there are attribute changes
       or when columns/metrics are updated (force_update).
       """
   ```
   
   
   ###### Provide feedback to improve future suggestions
   [![Nice 
Catch](https://img.shields.io/badge/👍%20Nice%20Catch-71BC78)](https://app.korbit.ai/feedback/aa91ff46-6083-4491-9416-b83dd1994b51/6eefdf29-a9ab-4a38-93dd-90b0ddebecca/upvote)
 
[![Incorrect](https://img.shields.io/badge/👎%20Incorrect-white)](https://app.korbit.ai/feedback/aa91ff46-6083-4491-9416-b83dd1994b51/6eefdf29-a9ab-4a38-93dd-90b0ddebecca?what_not_true=true)
  [![Not in 
Scope](https://img.shields.io/badge/👎%20Out%20of%20PR%20scope-white)](https://app.korbit.ai/feedback/aa91ff46-6083-4491-9416-b83dd1994b51/6eefdf29-a9ab-4a38-93dd-90b0ddebecca?what_out_of_scope=true)
 [![Not in coding 
standard](https://img.shields.io/badge/👎%20Not%20in%20our%20standards-white)](https://app.korbit.ai/feedback/aa91ff46-6083-4491-9416-b83dd1994b51/6eefdf29-a9ab-4a38-93dd-90b0ddebecca?what_not_in_standard=true)
 
[![Other](https://img.shields.io/badge/👎%20Other-white)](https://app.korbit.ai/feedback/aa91ff46-6083-4491-9416-b83dd1994b51/6eefdf29-a9ab-4a38-93dd-90b0ddebecca)
   </details>
   
   <sub>
   
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