[joein]

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ℹ️ Recent review info

⚙️ Run configuration

Configuration used: Organization UI

Review profile: CHILL

Plan: Advanced

Run ID: d9e368d3-8b22-4028-abb2-1efef0e9024c

📥 Commits

Reviewing files that changed from the base of the PR and between 92aa6a5 and c3e616e.

📒 Files selected for processing (1)

• fastembed/image/transform/functional.py

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📝 Walkthrough

Walkthrough

pad2square now uses round() instead of floor division to calculate centered crop offsets when an image dimension exceeds the target size. The crop bounds and subsequent padding behavior remain unchanged.

Priority: ⬇️ Low

Estimated code review effort: 1 (Trivial) | ~5 minutes

Change: Bug fix

Suggested reviewers: serhiizghama

Architecture Summary

Architecture risk: 🔵 Low · up to c3e61

The change affects 1 system.

Changed systems: fastembed

Architecture concerns
No architecture-level concerns identified.

Review details

Systems and components

• observed — fastembed (service) was modified; 1 changed file maps to changed impact.

Before / after behavior

• observed — Modified behavior in fastembed/image/transform/functional.py: pad2square replaces floor-divided crop offsets with round((dimension - size) / 2) for dimensions larger than size; the crop bounds and subsequent padding behavior are unchanged.

🚥 Pre-merge checks | ✅ 3 | ❌ 2

❌ Failed checks (1 warning, 1 inconclusive)

Check name	Status	Explanation	Resolution
Docstring Coverage	⚠️ Warning	Docstring coverage is 0.00% which is insufficient. The required threshold is 80.00%. Docstring coverage is scoped to functions touched by this diff. Analyzed 1 functions across 1 files.	Write docstrings for the functions missing them to satisfy the coverage threshold.
Description check	❓ Inconclusive	No pull request description was provided, so the description does not provide meaningful context about the changes.	Add a brief description that explains the change to pad2square crop offset rounding and its purpose of matching Jina's reference behavior.

✅ Passed checks (3 passed)

Check name	Status	Explanation
Title check	✅ Passed	The title clearly describes the change to round Jina CLIP crop offsets and matches the implementation summary.
Linked Issues check	✅ Passed	Check skipped because no linked issues were found for this pull request.
Out of Scope Changes check	✅ Passed	Check skipped because no linked issues were found for this pull request.

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✨ Finishing Touches 💡 1

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