Regenerate Azure AI Projects client

[Mike Guo (guotuofeng)]

Description

Bottom of stack #50413. Regenerates azure-ai-projects from Azure/azure-rest-api-specs commit 56d16cceefc997ad171bce944bb496e6c28b79f8 (Java 2.6.0 client updates, Azure/azure-rest-api-specs#46311) and keeps its generation customization, metadata, TypeSpec pin, changelog, and RevApi acknowledgements together.

Stack:

• This PR: Projects generated foundation
• Regenerate Azure AI Agents client #50412: Agents generated foundation
• Add realtime voice agent WebSocket transport #50408: Handwritten WebSocket transport and builder wiring
• Add realtime voice agent WebSocket tests #50409: WebSocket and protocol tests
• Add realtime voice agent samples #50410: Voice samples and documentation

Validation:

• Repeated tsp-client update produced no semantic diff.
• mvn -q -f sdk/ai/azure-ai-projects/pom.xml verify -DskipTests

All SDK Contribution checklist:

• The pull request does not introduce breaking changes. Preview API changes are documented in revapi.json and CHANGELOG.md.
• CHANGELOG is updated for significant changes.
• I have read the contribution guidelines.

General Guidelines and Best Practices

• Title is clear and informative.
• Changes are limited to the Projects generated foundation.

Testing Guidelines

• Generated code is idempotent and compiles independently.

[Copilot]

🟡 Changes recommended

Unresolved metadata, preview annotation, changelog, compatibility-note, and whitespace updates remain.

Once you've addressed the issues Copilot identified, you can request another Copilot review.

Pull request overview

Regenerates the azure-ai-projects client from the updated Foundry TypeSpec while preserving compatibility customizations and API metadata.

Changes:

• Updates generated clients, implementations, and data-generation models.
• Adds target, trace, insight, and output-write-mode APIs.
• Refreshes customizations, metadata, RevApi acknowledgements, and release notes.

File summaries

File	Summary
sdk/ai/azure-ai-projects/tsp-location.yaml	Pins the updated TypeSpec source and directories.
sdk/ai/azure-ai-projects/src/main/resources/META-INF/azure-ai-projects_metadata.json	Updates generated package and cross-language metadata.
sdk/ai/azure-ai-projects/src/main/resources/META-INF/azure-ai-projects_apiview_properties.json	Refreshes APIView metadata.
sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/TracesDataGenerationJobSource.java	Adds the trace data-generation source model.
sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/TracesDataGenerationJobOptions.java	Adds trace data-generation options.
sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/ToolUseFineTuningDataGenerationJobOptions.java	Adds tool-use fine-tuning options.
sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/SimulationSeedDataGenerationJobOptions.java	Adds simulation-seed data-generation options.
sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/SimpleQnADataGenerationJobOptions.java	Adds simple Q&A data-generation options.
sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/FoundryEvaluationTarget.java	Adds the Foundry evaluation target model.
sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/DataGenerationJobOutputWriteMode.java	Adds output write-mode support.
sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/DataGenerationJobOutputOptions.java	Updates data-generation output configuration.
sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/DataGenerationJobOptions.java	Updates data-generation job options.
sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/AzureAIModelTarget.java	Updates the Azure AI model target.
sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/AzureAIAgentTarget.java	Updates the Azure AI agent target.
sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/AgentTaxonomyInput.java	Updates agent taxonomy input.
sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/AgentInsightHighlightedTrace.java	Updates highlighted trace insights.
sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/implementation/BetaDatasetsImpl.java	Regenerates datasets implementation plumbing.
sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/implementation/BetaAgentInsightMonitorsImpl.java	Regenerates agent insight monitor implementation plumbing.
sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaSkillsClient.java	Regenerates the synchronous skills client.
sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaSkillsAsyncClient.java	Regenerates the asynchronous skills client.
sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaRoutinesClient.java	Updates the synchronous routines client and overloads.
sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaRoutinesAsyncClient.java	Updates the asynchronous routines client and overloads.
sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaDatasetsClient.java	Regenerates the synchronous datasets client.
sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaDatasetsAsyncClient.java	Regenerates the asynchronous datasets client.
sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaAgentInsightMonitorsClient.java	Regenerates the synchronous agent insight monitors client.
sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaAgentInsightMonitorsAsyncClient.java	Regenerates the asynchronous agent insight monitors client.
sdk/ai/azure-ai-projects/revapi.json	Acknowledges intentional preview API changes.
sdk/ai/azure-ai-projects/customizations/src/main/java/ProjectsCustomizations.java	Preserves compatibility overloads and helper renaming.
sdk/ai/azure-ai-projects/CHANGELOG.md	Documents the regenerated API changes.

Review details

Suppressed comments (3)

sdk/ai/azure-ai-projects/CHANGELOG.md:11

• The top release notes omit two user-facing changes in this regeneration: the new DataGenerationJobOutputOptions.writeMode/DataGenerationJobOutputWriteMode API and the Target to FoundryEvaluationTarget rename (the latter is acknowledged in revapi.json). Please add a feature entry and a breaking-change entry so the changelog matches the generated API.

- Moved `maxSamples` from `DataGenerationJobOptions` to supported scenario-specific models. `SimulationSeedDataGenerationJobOptions` no longer accepts it, while `TracesDataGenerationJobOptions` now has a no-argument constructor and optional `Integer` value configured through `setMaxSamples(...)`.

sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaRoutinesClient.java:757

• This compatibility overload keeps the previous five-argument routine API, but the 2.5.0 changelog says the methods now require the new authorization parameter. Update the release note to explain that the six-argument overload adds authorization while the five-argument overload remains available.

    public Routine createOrUpdateRoutine(String routineName, String description, Boolean enabled,
        Map<String, RoutineTrigger> triggers, RoutineAction action) {
        return createOrUpdateRoutine(routineName, description, enabled, triggers, action, null);

sdk/ai/azure-ai-projects/tsp-location.yaml:4

• This added trailing space after additionalDirectories: is picked up by repository whitespace checks and differs from the neighboring tsp-location.yaml format. Remove the trailing space.

additionalDirectories: 

• Files reviewed: 28/29 changed files
• Comments generated: 2
• Review effort level: Lite

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