Evaluation: Incomple Langfuse traces sycned

[AkhileshNegi]

Summary

Target issue is #671

Checklist

Before submitting a pull request, please ensure that you mark these task.

• Ran fastapi run --reload app/main.py or docker compose up in the repository root and test.
• If you've fixed a bug or added code that is tested and has test cases.

Notes

Earlier, if a score was missing from even one trace, it was simply left out of the summary. So users would only see scores that were present everywhere, which meant some useful information could be hidden. In this case, only the complete_score was visible because it existed across all traces.

Now, scores are included even if they show up in just some traces. Instead of dropping them, we calculate their average based only on the traces where they actually exist. So users will now see both complete_score (which appears in all traces) and partial_score (which might appear in only one or a few traces).

In simple terms, nothing gets silently ignored anymore. Even partial data is surfaced, giving users a clearer and more complete picture of what’s going on.

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ℹ️ Review info

⚙️ Run configuration

Configuration used: defaults

Review profile: CHILL

Plan: Pro

Run ID: b37883e3-bf26-4de5-b923-d0092d40b28e

📥 Commits

Reviewing files that changed from the base of the PR and between c5c05eb and a8a3b07.

📒 Files selected for processing (2)

• backend/app/crud/evaluations/langfuse.py
• backend/app/services/evaluations/evaluation.py

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• Create PR with unit tests
• Commit unit tests in branch bugfix/evaluation-score

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• Generate coding plan for human review comments

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