codeant-ai-for-open-source[bot] commented on code in PR #43319:
URL: https://github.com/apache/superset/pull/43319#discussion_r3810476275
##########
superset/datasets/api.py:
##########
@@ -278,6 +278,18 @@ class DatasetRestApi(SoftDeleteApiMixin,
BaseSupersetModelRestApi):
"database.backend",
"database.allow_multi_catalog",
"columns.advanced_data_type",
+ # Certification/warning metadata is stored serialized in the ``extra``
+ # column and surfaced through model properties. Exposing them keeps
this
+ # payload consistent with the datasource serialization used by Explore,
+ # so clients hydrating from this endpoint don't lose the badges.
+ "columns.certification_details",
+ "columns.certified_by",
+ "columns.is_certified",
+ "columns.warning_markdown",
+ "metrics.certification_details",
+ "metrics.certified_by",
+ "metrics.is_certified",
+ "metrics.warning_markdown",
Review Comment:
**Suggestion:** Each newly exposed certification property independently
reparses the same serialized `extra` value, so every column and metric incurs
up to four additional JSON parses during serialization. On wide datasets this
adds avoidable CPU and latency to every `show` request; parse the metadata once
and serialize the derived fields from the cached mapping or a single combined
representation. [performance]
<details>
<summary><b>Severity Level:</b> Minor ๐งน</summary>
```mdx
- โ ๏ธ Dataset show responses parse metadata repeatedly.
- โ ๏ธ Wide datasets incur additional serialization CPU.
- โ ๏ธ Large Explore datasource hydration may add latency.
```
</details>
[](https://docs.codeant.ai/cli/resolve-pr-comments-skill)
<details>
<summary><b>Prompt for AI Agent ๐ค </b></summary>
```mdx
This is a comment left during a code review.
**Path:** superset/datasets/api.py
**Line:** 285:292
**Comment:**
*Performance: Each newly exposed certification property independently
reparses the same serialized `extra` value, so every column and metric incurs
up to four additional JSON parses during serialization. On wide datasets this
adds avoidable CPU and latency to every `show` request; parse the metadata once
and serialize the derived fields from the cached mapping or a single combined
representation.
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>
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