Feature/azure ai projects/vnext

[Howie Leung (howieleung)]

Description

Please add an informative description that covers that changes made by the pull request and link all relevant issues.

If an SDK is being regenerated based on a new API spec, a link to the pull request containing these API spec changes should be included above.

All SDK Contribution checklist:

• The pull request does not introduce [breaking changes]
• CHANGELOG is updated for new features, bug fixes or other significant changes.
• I have read the contribution guidelines.

General Guidelines and Best Practices

• Title of the pull request is clear and informative.
• There are a small number of commits, each of which have an informative message. This means that previously merged commits do not appear in the history of the PR. For more information on cleaning up the commits in your PR, see this page.

Testing Guidelines

• Pull request includes test coverage for the included changes.

[Copilot]

🟡 Changes recommended

The Microsoft Copilot preview header is missing, and concurrent commit acknowledgments can cause telemetry to lose the latest audio transcript.

4 open findings

• Prevent stale pending commits during concurrent audio sends · New
• Add MicrosoftCopilot preview header to shared feature headers · New
• Inline audio is omitted from exported input byte counts
• Incorrect transport detection from legacy connection query parameters

🧠 Review effort: Balanced

[Copilot]

🔵 Needs a closer look

Outstanding preview opt-in wiring and realtime telemetry correctness concerns prevent approval.

4 open findings

• Prevent stale pending commits during concurrent audio sends
• Add MicrosoftCopilot preview header to shared feature headers
• Inline audio is omitted from exported input byte counts
• Incorrect transport detection from legacy connection query parameters

🧠 Review effort: Balanced

[Copilot]

🔵 Needs a closer look

The previously reported Voice Agent telemetry accuracy issues remain unresolved in the supplied code.

4 open findings

• Prevent stale pending commits during concurrent audio sends
• Add MicrosoftCopilot preview header to shared feature headers
• Inline audio is omitted from exported input byte counts
• Incorrect transport detection from legacy connection query parameters

🧠 Review effort: Balanced

[Copilot]

🟡 Changes recommended

A rejected audio commit leaves stale tracking state that causes subsequent valid transcripts to be omitted from telemetry.

5 open findings

• Retire rejected audio commits from pending generations · New
• Prevent stale pending commits during concurrent audio sends
• Add MicrosoftCopilot preview header to shared feature headers
• Inline audio is omitted from exported input byte counts
• Incorrect transport detection from legacy connection query parameters

🧠 Review effort: Balanced

[Copilot]

🔵 Needs a closer look

Process-wide tracing wrappers and privacy-sensitive concurrent lifecycle handling warrant human review and runtime validation.

5 open findings

• Retire rejected audio commits from pending generations
• Prevent stale pending commits during concurrent audio sends
• Add MicrosoftCopilot preview header to shared feature headers
• Inline audio is omitted from exported input byte counts
• Incorrect transport detection from legacy connection query parameters

🧠 Review effort: Balanced

[github-actions]

[Pilot] PR Pipeline Failure Analysis

What failed

Build 6969013, check python - pullrequest / Build Analyze job — pylint failed for package azure-ai-projects (exit code 20). Two sibling packages (azure-ai-agents, azure-ai-finetuningsessions) passed cleanly.

Root cause: azure/ai/projects/_patch.py has one method (around line 507–514) with:

• C4741 (docstring-missing-return) at line 507 — docstring missing a :return: description.
• C4742 (docstring-missing-rtype) at line 507 — docstring missing a :rtype: declaration.
• W0107 (unnecessary-pass) at line 514 — redundant pass statement.

All three findings share one root cause (incomplete docstring plus leftover pass) in the same method.

Relevant pipeline output

************* Module azure.ai.projects._patch
azure/ai/projects/_patch.py:507: [C4741(docstring-missing-return), patch_sdk] A return doc is missing in the docstring.
azure/ai/projects/_patch.py:507: [C4742(docstring-missing-rtype), patch_sdk] A return type is missing in the docstring.
azure/ai/projects/_patch.py:514: [W0107(unnecessary-pass), patch_sdk] Unnecessary pass statement
Your code has been rated at 9.99/10 (previous run: 10.00/10, -0.01)
pylint check completed with exit code 20

Recommended next steps

• In sdk/ai/azure-ai-projects/azure/ai/projects/_patch.py, add :return: and :rtype: entries to the docstring of the method at line 507.
• Remove the unnecessary pass statement at line 514.
• Re-run pylint locally (e.g. azpysdk pylint sdk/ai/azure-ai-projects) to confirm a clean score.
• See https://aka.ms/azsdk/python/pylint-guide and https://aka.ms/ci-fix

Automated fix: Fix found, view and apply fix

Generated by Pipeline Analysis Next Steps · copilot · sonnet50 · 62.9 AIC · ⌖ 5.2 AIC · ⊞ 8.9K · ◷

[Copilot]

🔵 Needs a closer look

The substantial privacy-sensitive tracing lifecycle and preview API refresh require final human validation.

5 open issues

• Retire rejected audio commits from pending generations
• Prevent stale pending commits during concurrent audio sends
• Add MicrosoftCopilot preview header to shared feature headers
• Inline audio is omitted from exported input byte counts
• Incorrect transport detection from legacy connection query parameters

_{Review effort: Balanced}