fix: accept a bare point id as a prefetch query in local mode

[joein]

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Configuration used: Organization UI

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Reviewing files that changed from the base of the PR and between 65239c6 and 372bfb5.

📒 Files selected for processing (2)

• qdrant_client/local/async_qdrant_local.py
• qdrant_client/local/qdrant_local.py

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📝 Walkthrough

Walkthrough

The local synchronous and asynchronous clients now convert bare query inputs into NearestQuery objects. Point ID vector lookup uses LocalCollection._vector_by_point_id. Congruence helpers and tests cover direct point ID prefetch, nested point ID prefetch, and lookup collection resolution across local, REST, and gRPC clients.

Estimated code review effort: 2 (Simple) | ~10 minutes

Merge Risk: ⚪ Minimal · up to 372bf

Local synchronous and asynchronous clients now accept bare point IDs for prefetch queries while preserving existing query-model handling. No current merge-blocking risk remains identified.

🚥 Pre-merge checks | ✅ 3 | ❌ 2

❌ Failed checks (1 warning, 1 inconclusive)

Check name	Status	Explanation	Resolution
Docstring Coverage	⚠️ Warning	Docstring coverage is 16.67% which is insufficient. The required threshold is 80.00%. Docstring coverage is scoped to functions touched by this diff. Analyzed 12 functions across 3 files.	Write docstrings for the functions missing them to satisfy the coverage threshold.
Description check	❓ Inconclusive	No pull request description was provided, so the change is not explained in the author-provided description.	Add a concise description that explains the local-mode bare point ID support and the related prefetch query tests.

✅ Passed checks (3 passed)

Check name	Status	Explanation
Title check	✅ Passed	The title clearly identifies the main change: accepting a bare point ID as a prefetch query in local mode.
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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• Commit unit tests in branch fix-prefetch-bare-point-id

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