Files
agent-framework/python/packages/a2a/tests/test_a2a_agent.py
T
Laveesh Rohra a5b36dc379 Python: [Durabletask] Update feature-durabletask-python branch with main (#3068)
* Python: Add factory pattern to concurrent orchestration builder (#2738)

* Add factory pattern to concurrent orchestration builder

* Update readme

* Address AI comments

* Fix unit tests

* Fix import

* Prevent multiple calls to set participants or factories

* Add comments

* Mitigate warnings

* Fix mypy

* Address comments

* Address Copilot comments

* Fix tests

* Python: fix: GroupChat ManagerSelectionResponse JSON Schema for OpenAI Structured Outpu… (#2750)

* fix: ManagerSelectionResponse JSON Schema for OpenAI Structured Output Strict Mode

* refactor: install pre-commit then commit again

* Capture file IDs from code interpreter in streaming responses (#2741)

* .NET: [BREAKING] Prevent nulls in AIAgent property (#2719)

* prevent nulls in AIAgent property

* address feedback

* code ql sm04598 (#2723)

Co-authored-by: Mark Wallace <127216156+markwallace-microsoft@users.noreply.github.com>

* .NET: Add Conversation State Sample (Step05) (#2697)

* Initial plan

* Add Agent_OpenAI_Step05_Conversation sample for conversation state management

Co-authored-by: rogerbarreto <19890735+rogerbarreto@users.noreply.github.com>

* Update Program.cs comment to accurately describe the sample

Co-authored-by: rogerbarreto <19890735+rogerbarreto@users.noreply.github.com>

* Update the code to use the ConversationClient more in line with the samples in OpenAI

* Apply suggestions from code review

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Changing sample to use ChatClientAgent and conversationId in GetNewThread

---------

Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: rogerbarreto <19890735+rogerbarreto@users.noreply.github.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Bump AWSSDK.Extensions.Bedrock.MEAI from 4.0.4.7 to 4.0.4.11 (#2777)

---
updated-dependencies:
- dependency-name: AWSSDK.Extensions.Bedrock.MEAI
  dependency-version: 4.0.4.11
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>

* Bump Azure.Identity from 1.17.0 to 1.17.1 (#2780)

---
updated-dependencies:
- dependency-name: Azure.Identity
  dependency-version: 1.17.1
  dependency-type: direct:production
  update-type: version-update:semver-patch
- dependency-name: Azure.Identity
  dependency-version: 1.17.1
  dependency-type: direct:production
  update-type: version-update:semver-patch
- dependency-name: Azure.Identity
  dependency-version: 1.17.1
  dependency-type: direct:production
  update-type: version-update:semver-patch
- dependency-name: Azure.Identity
  dependency-version: 1.17.1
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>

* Bump Azure.AI.AgentServer.AgentFramework from 1.0.0-beta.4 to 1.0.0-beta.5 (#2778)

---
updated-dependencies:
- dependency-name: Azure.AI.AgentServer.AgentFramework
  dependency-version: 1.0.0-beta.5
  dependency-type: direct:production
  update-type: version-update:semver-patch
- dependency-name: Azure.AI.AgentServer.AgentFramework
  dependency-version: 1.0.0-beta.5
  dependency-type: direct:production
  update-type: version-update:semver-patch
- dependency-name: Azure.AI.AgentServer.AgentFramework
  dependency-version: 1.0.0-beta.5
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>

* Python: added more complete parsing for mcp tool arguments (#2756)

* added more complete parsing for mcp tool arguments

* fixed mypy

* added nonlocal model counter, and some fixes

* fixes in naming logic

* extracted json parsing function, added parametrized test and checked coverage

* Python: Updated package versions (#2784)

* Updated package versions

* Small fix

* Bump actions/checkout from 5 to 6 (#2404)

Bumps [actions/checkout](https://github.com/actions/checkout) from 5 to 6.
- [Release notes](https://github.com/actions/checkout/releases)
- [Changelog](https://github.com/actions/checkout/blob/main/CHANGELOG.md)
- [Commits](https://github.com/actions/checkout/compare/v5...v6)

---
updated-dependencies:
- dependency-name: actions/checkout
  dependency-version: '6'
  dependency-type: direct:production
  update-type: version-update:semver-major
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
Co-authored-by: Chris <66376200+crickman@users.noreply.github.com>

* .NET: adds support for labels in edges,  fixes rendering of labels in dot a… (#1507)

* adds support for labels in edges,  fixes rendering of labels in dot and mermaid, adds rendering of labels in edges

* Update dotnet/src/Microsoft.Agents.AI.Workflows/Visualization/WorkflowVisualizer.cs

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* escaping edge labels, adding tests for labels containing strange characters that would break the diagram and enabling the previous signature so the API has backwards compatibility.

* Unify label in EdgeData

* Edge API adjustments, removed useless "sanitizer"

* fixed test

---------

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
Co-authored-by: Jacob Alber <jaalber@microsoft.com>
Co-authored-by: Chris <66376200+crickman@users.noreply.github.com>

* Python: Added custom args and thread object to ai_function kwargs (#2769)

* Added an example of using kwargs in ai_function

* Added thread object to ai_function kwargs

* Updated docs

* Small fix

* Added thread parameter filtering

* Fix WorkflowAgent to include thread convo history. Enable checkpointing. (#2774)

* Update OpenAIResponses.yaml to match AgentSchema (#2598)

1. Update `connection` child types --  `kind: ApiKey` to `kind: key` otherwise schema will fail: https://microsoft.github.io/AgentSchema/reference/apikeyconnection/

2.  Update `outputSchema`'s `PropertySchema` to be `kind` instead of `type` otherwise schema will fail: https://microsoft.github.io/AgentSchema/reference/propertyschema/

* Python: Remove warnings from workflow builder on not using factories (#2808)

* Revert concurrent

* Fix comments

* Python: Filter framework kwargs from MCP tool invocations (#2870)

* Filter framework kwargs from MCP tool invocations

* Fixes

* Python: Fix WorkflowAgent to emit yield_output as agent response (#2866)

* Fix WorkflowAgent to emit yield_output as agent response

* use raw_representation

* Raw representation handling

* Python: Use agent description in HandoffBuilder auto-generated tools (#2713) (#2714)

## Summary
Enhanced `HandoffBuilder._apply_auto_tools` to use the target agent's
description when creating handoff tools, providing more informative tool
descriptions for LLMs.

## Changes
- Modified `_apply_auto_tools` to extract `description` from
  `AgentExecutor._agent` when available
- Updated iteration to use `.items()` for more efficient dict traversal
- Handoff tools now use agent descriptions instead of generic placeholders

## Example
Before: "Handoff to the refund_agent agent."
After: "You handle refund requests. Ask for order details and process refunds."

## Testing
- All handoff tests pass (20/20)
- No breaking changes to existing API

Fixes #2713

Co-authored-by: Evan Mattson <35585003+moonbox3@users.noreply.github.com>

* Python: [BREAKING] Observability updates (#2782)

* fixes Python: Add env_file_path parameter to setup_observability() similar to AzureOpenAIChatClient
Fixes #2186

* WIP on updates using configure_azure_monitor

* improved setup and clarity

* fixed root .env.example

* revert changes

* updated files

* updated sample

* updated zero code

* test fixes and fixed links

* fix devui

* removed planning docs

* added enable method and updated readme and samples

* clarified docstring

* add return annotation

* updated naming

* update capatilized version

* updated readme and some fixes

* updated decorator name inline with the rest

* feedback from comments addressed

* Python: Fix middleware terminate flag to exit function calling loop immediately (#2868)

* Fix middleware terminate flag to exit function calling loop immediately

* Eliminating duck typing

* Improve function exec result handling

* Fix race condition

* Fix mypy issues

* Python: Fix context duplication in handoff workflows when restoring from checkpoint (#2867)

* Fix context duplication in handoff workflows when restoring from checkpoint

* Address Copilot PR review

* .NET: Update to latest Azure.AI.*, OpenAI, and M.E.AI* (#2850)

* Update to latest Azure.AI.*, OpenAI, and M.E.AI*

Absorb breaking changes in Responses surface area

* Update dotnet/samples/AgentWebChat/AgentWebChat.AgentHost/Utilities/ChatClientExtensions.cs

* Update dotnet/samples/AgentWebChat/AgentWebChat.AgentHost/Utilities/ChatClientExtensions.cs

* Update dotnet/samples/AgentWebChat/AgentWebChat.AgentHost/Utilities/ChatClientExtensions.cs

* Update dotnet/samples/GettingStarted/AgentWithOpenAI/Agent_OpenAI_Step04_CreateFromOpenAIResponseClient/Program.cs

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Using patch to remove the model is necessary, updated the response client to actually use the the ForAgent

---------

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
Co-authored-by: Roger Barreto <19890735+rogerbarreto@users.noreply.github.com>

* Bump actions/download-artifact from 6 to 7 (#2862)

Bumps [actions/download-artifact](https://github.com/actions/download-artifact) from 6 to 7.
- [Release notes](https://github.com/actions/download-artifact/releases)
- [Commits](https://github.com/actions/download-artifact/compare/v6...v7)

---
updated-dependencies:
- dependency-name: actions/download-artifact
  dependency-version: '7'
  dependency-type: direct:production
  update-type: version-update:semver-major
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>

* Bump actions/cache from 4 to 5 (#2861)

Bumps [actions/cache](https://github.com/actions/cache) from 4 to 5.
- [Release notes](https://github.com/actions/cache/releases)
- [Changelog](https://github.com/actions/cache/blob/main/RELEASES.md)
- [Commits](https://github.com/actions/cache/compare/v4...v5)

---
updated-dependencies:
- dependency-name: actions/cache
  dependency-version: '5'
  dependency-type: direct:production
  update-type: version-update:semver-major
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>

* Bump actions/upload-artifact from 5 to 6 (#2860)

Bumps [actions/upload-artifact](https://github.com/actions/upload-artifact) from 5 to 6.
- [Release notes](https://github.com/actions/upload-artifact/releases)
- [Commits](https://github.com/actions/upload-artifact/compare/v5...v6)

---
updated-dependencies:
- dependency-name: actions/upload-artifact
  dependency-version: '6'
  dependency-type: direct:production
  update-type: version-update:semver-major
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>

* Python : Ollama Connector for Agent Framework (#1104)

* Initial Commit for Olama Connector

* Added Olama Sample

* Add Sample & Fixed Open Telemetry

* Fixed Spelling from Olama to Ollama

* remove"opentelemetry-semantic-conventions-ai ~=0.4.13" since its handled in a different pr

* Added Tool Calling

* Finalizing test cases

* Adjust samples to be more reliable

* Update python/packages/ollama/agent_framework_ollama/_chat_client.py

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Update python/packages/ollama/pyproject.toml

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Update python/packages/ollama/tests/test_ollama_chat_client.py

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Update python/packages/ollama/agent_framework_ollama/_chat_client.py

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Improved Docstrings & Sample

* Update python/packages/ollama/agent_framework_ollama/_chat_client.py

Co-authored-by: Eduard van Valkenburg <eavanvalkenburg@users.noreply.github.com>

* Integrate PR Feedback
- Divided Streaming and Non-Streaming into independent Methods
- Catch Ollama Validation Error
- Add OTEL Provider Name
- Checked Ollama Messages
- Add Usage Statistics

* Revert setting, so it can be none

* Validate Message formatting between AF and Ollama

* Catch Ollama Error and raise a ServiceResponse Error

* Fix mypy error

* remove .vscode comma

* Add Reasoning support & adjust to new structure

* Add Ollama Multimodality and Reasoning

* Add test cases for reasoning

* Add Tests for Error Handling in Ollama Client

* Update python/samples/getting_started/multimodal_input/ollama_chat_multimodal.py

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Integrated Copilot Feedback

* Implement first PR Feedback

* Adjust Readme files for examples

* Adjust argument passing via additional chat options

* Implemented PR Feedback

* Removing Ollama Package from Core and moving samples

* Fix Link & Adding Samples to Main Sample Readme

* Fixing Links in Readme

* Moved Multimodal and Chat Example

* Fixed Link in ChatClient to Ollama

* Fix AgentFramework Links in Ollama Project

* Fix observability breaking change

---------

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
Co-authored-by: Eduard van Valkenburg <eavanvalkenburg@users.noreply.github.com>

* Skip failing IT (#2904)

* .NET: Cosmos DB UT Fast Skip (For Non-Configured Local envs) (#2906)

* Cosmos DB UT Fast Skip (Non-Configured Local envs) + Long running UT skip in pipeline when no CosmosDB changes happened

* Force a CosmosDB source code change to trigger the pipeline

* Address possible string boolean mismatch

* Add debug

* Enabling emulator always when running IT

* .NET: Add TTLs to durable agent sessions (#2679)

* .NET: Add TTLs to durable agent sessions

* Remove unnecessary async

* PR feedback: clarify UTC

* PR feedback: limit minimum signal delay to <= 5 minutes

* PR feedback: Fix TTL disablement

* Linter: use auto-property

* Fix build break from OpenAI SDK change

* Updated CHANGELOG.md

* PR feedback

* Reduce default TTL to 14 days to work around DTS bug

* Python:  Update Mem0Provider to use v2 search API `filters` parameter (#2766)

* short fix to move id parameters to filters object

* added tests

* small fix

* mem0 dependency update

* Updated package versions (#2913)

* .NET: Switch to new "Run" method name. (#2843)

* Switch to new "RunAgent" method name.

* Try to disable false positive naming warning.

* Add comment about disabled warnings.

* Rename `RunAgent` to just `Run`.

* Update CHANGELOG.

* Python: Switch to new "run" method name. (#2890)

* Switch to `run` method.

* Add support for deprecated `run_agent`.

* Fix entity method name.

* Fix method name and improve tests.

* Update comment.

* Update Python CHANGELOG.

* [BREAKING] Python: Add factory pattern to handoff orchestration builder (#2844)

* WIP: Factory pattern to handoff

* Add factory pattern to concurrent orchestration builder; Next: tests and sample verification

* Add tests and improve comments

* Fix mypy

* Simplify handoff_simple.py

* Simplify handoff_autonoumous.py and bug fix

* Update readme

* Address Copilot comments

* Python: Flow custom kwargs to agents via Workflow SharedState (#2894)

* Flow custom kwargs to agents via SharedState

* Address Copilot feedback

* Improve sample typing

* Fix test

* Fix Pydantic error when using Literal type for tool params (#2893)

* Updated Ollama package version (#2920)

* Python: Azure AI Agent with Bing Grounding Citations Sample (#2892)

* bing grounding sample with citations

* small fix

* fix

* .NET: Make DelegatingAIAgent abstract (#2797)

* Initial plan

* Make DelegatingAIAgent abstract

Co-authored-by: SergeyMenshykh <68852919+SergeyMenshykh@users.noreply.github.com>

---------

Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: SergeyMenshykh <68852919+SergeyMenshykh@users.noreply.github.com>

* Added additional arguments for Azure AI agent (#2922)

* Python: Correction of MCP image type conversion in  _mcp.py (#2901)

* Correction of MCP image type conversion in  _mcp.py

* Added a new overload to the init function of the DataContent() type of the Agent Framework, edited the test case to correctly test the usage of the data and uri fields while using DataContent()

* Fixed tests related to the changes of the DataContent type, added testing for both string and byte representations

* Pass kwargs into subworkflows (#2923)

* Python: Move ollama samples to samples getting started dir (#2921)

* Move ollama samples to samples getting started dir

* Address feedback

* Python: fix: correct BadRequestError when using Pydantic model in response_fo… (#1843)

* fix: correct BadRequestError when using Pydantic model in response_format

* Fix lint

---------

Co-authored-by: Evan Mattson <evan.mattson@microsoft.com>

* .NET: [Breaking] Delete display name property (#2758)

* delete the AIAgent.DisplayName property

* use agent name as a first value for activity display name

* Update dotnet/src/Microsoft.Agents.AI.Workflows/Specialized/HandoffAgentExecutor.cs

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

---------

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Python: cleanup and refactoring of chat clients (#2937)

* refactoring and unifying naming schemes of internal methods of chat clients

* set tool_choice to auto

* fix for mypy

* added note on naming and fix #2951

* fix responses

* fixes in azure ai agents client

* Python: Workflow add option to visualize internal executors (#2917)

* Workflow add option to visualize internal executors

* Address Copilot comments

* Python: Fixes Run ID and Thread ID casing to align with AG-UI Typescript SDK (#2948)

* added camelCase input to run id and thread id aligning with @ag-ui/core

* fixed per copilot suggestions

* Python: Add workflow cancellation sample (#2732)

* Add workflow cancellation sample

Add sample demonstrating how to cancel a running workflow using asyncio
tasks. Shows both cancellation mid-execution and normal completion paths.
Useful for implementing timeouts, graceful shutdown, or A2A executors.

* update docstring

* .NET: Update Anthropic package to version 12.0.0 (#2914)

* Initial plan

* Update Anthropic package to version 12.0.0

Co-authored-by: stephentoub <2642209+stephentoub@users.noreply.github.com>

---------

Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: stephentoub <2642209+stephentoub@users.noreply.github.com>

* Python: Add Azure Managed Redis Support with Credential Provider (#2887)

* azure redis support

* small fixes

* azure managed redis sample

* fixes

* Bump CommunityToolkit.Aspire.OllamaSharp from 13.0.0-beta.440 to 13.0.0 (#2856)

---
updated-dependencies:
- dependency-name: CommunityToolkit.Aspire.OllamaSharp
  dependency-version: 13.0.0
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>

* Bump AWSSDK.Extensions.Bedrock.MEAI from 4.0.4.11 to 4.0.5 (#2853)

---
updated-dependencies:
- dependency-name: AWSSDK.Extensions.Bedrock.MEAI
  dependency-version: 4.0.5
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
Co-authored-by: Mark Wallace <127216156+markwallace-microsoft@users.noreply.github.com>

* Bump Azure.AI.AgentServer.AgentFramework from 1.0.0-beta.4 to 1.0.0-beta.5 (#2854)

---
updated-dependencies:
- dependency-name: Azure.AI.AgentServer.AgentFramework
  dependency-version: 1.0.0-beta.5
  dependency-type: direct:production
  update-type: version-update:semver-patch
- dependency-name: Azure.AI.AgentServer.AgentFramework
  dependency-version: 1.0.0-beta.5
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
Co-authored-by: Chris <66376200+crickman@users.noreply.github.com>

* Python: Fix WorkflowAgent event handling and kwargs forwarding (#2946)

* Fix kwargs propagation through workflow.as_agent()

* Fix WorkflowAgent to respect AgentExecutor output_response setting

* .NET: Use GrpcEntityRunner instead of TaskEntityDispatcher (#2759)

* Use GrpcEntityRunner instead of TaskEntityDispatcher

* Pin to Durable worker 1.11.0

* Set the invocation result

* Update all Durable packages

* Update changelog, rename dispatcher to encondedEntityRequest

* Python: Bump Py version to 1.0.0b251218 for a release. Update CHANGELOG (#2968)

* Bump Py version to 1.0.0b251218 for a release. Update CHANGELOG

* update lock

* Fix formatting

* Fix ChatKit typing

* Python: Introducing Foundry Local Chat Clients (#2915)

* redo foundry local chat client

* fix mypy and spelling

* better docstring, updated sample

* fixed tests and added tests

* small sample update

* Updated package versions (#2978)

* Python: Added GitHub MCP sample with PAT (#2967)

* added github mcp sample with PAT

* addressed copilot fixes

* env fix

* Python: Preserve reasoning blocks with OpenRouter (#2950)

* Preserve reasoning blocks with OpenRouter

* Put encrypted reasoning in TextReasoningContent

* Remove unneccessary change

* Fix docs

* Support streaming

* Fix handling None in TextReasoningContent.text

* Python: Added response.created and response.in_progress event process to OpenAIBaseResponseClient (#2975)

* added response.created and response.in_progress to include response.id

* better doc string

* added tests for the new streaming event types

* Python: Introducing support for Bedrock-hosted models (Anthropic, Cohere, etc.) (#2610)

* Pushing the bedrock related changes to the new branch after addressing the review comments

* 2524 Addressed the second round review comments

* 2524 Addressed few more minor comments on the PR

* resolving the merge conflict

* 2524 resolved the uv.lock conflicts

* 2524 addressed more comments

* 2524 removed the print statement to fix the checks failure

* 2524 resolved the CI failure issues

* 2524 fixing the CI breaks

* 2524 Addressed the review comment

* 2524 resolved conflict

---------

Co-authored-by: Sunil Dutta <sunil.dutta@penske.com>
Co-authored-by: budgetboardingai <apurva.sharma31@gmail.com>

* .NET: [Durable Agents] Reliable streaming sample (#2942)

* .NET: [Durable Agents] Reliable streaming sample

* Add automated validation for new sample

* Address Copilot PR feedback

* Fix typo in README.md about agent definitions (#2634)

* Fix typo in README.md about agent definitions

* Update agent-samples/README.md

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

---------

Co-authored-by: Evan Mattson <35585003+moonbox3@users.noreply.github.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Python: latency improvements (#3014)

* latency improvements

* fixed mypy, added coding standards and instructions

* slight logic improvement

* Python: Updated package versions (#3024)

* Updated package versions

* Updated changelog

* Python: add powerfx safe mode (#3028)

* add powerfx safe mode

* improved docstring and aligned env_file loading

* ensured test uses reset

* .NET: [Breaking] Introduce RunCoreAsync/RunCoreStreamingAsync delegation pattern in AIAgent (#2749)

* Initial plan

* Refactor AIAgent: Make RunAsync and RunStreamingAsync non-abstract, add RunCoreAsync and RunCoreStreamingAsync

Co-authored-by: SergeyMenshykh <68852919+SergeyMenshykh@users.noreply.github.com>

* Fix infinite recursion in test implementations

Co-authored-by: SergeyMenshykh <68852919+SergeyMenshykh@users.noreply.github.com>

* Make RunAsync and RunStreamingAsync non-virtual as requested

Co-authored-by: SergeyMenshykh <68852919+SergeyMenshykh@users.noreply.github.com>

* Fix DelegatingAIAgent subclasses to use RunCoreAsync/RunCoreStreamingAsync

Co-authored-by: SergeyMenshykh <68852919+SergeyMenshykh@users.noreply.github.com>

* Fix XML documentation references in AnonymousDelegatingAIAgent

Co-authored-by: SergeyMenshykh <68852919+SergeyMenshykh@users.noreply.github.com>

* Restore <see cref> tags with proper qualified signatures in AnonymousDelegatingAIAgent

Co-authored-by: SergeyMenshykh <68852919+SergeyMenshykh@users.noreply.github.com>

* Rollback unnecessary XML documentation changes in AnonymousDelegatingAIAgent

Co-authored-by: SergeyMenshykh <68852919+SergeyMenshykh@users.noreply.github.com>

* Remove pragma and update crefs to RunCoreAsync/RunCoreStreamingAsync

Co-authored-by: SergeyMenshykh <68852919+SergeyMenshykh@users.noreply.github.com>

* Fix EntityAgentWrapper to call base.RunCoreAsync/RunCoreStreamingAsync

Co-authored-by: SergeyMenshykh <68852919+SergeyMenshykh@users.noreply.github.com>

* fix compilation issues

* fix compilatio issue

* fix tests

* fix unit tests

* fix unit test

---------

Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: SergeyMenshykh <68852919+SergeyMenshykh@users.noreply.github.com>
Co-authored-by: SergeyMenshykh <sergemenshikh@gmail.com>
Co-authored-by: Chris <66376200+crickman@users.noreply.github.com>

* Remove from feature branch

* Remove ollama changes

---------

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: Tao Chen <taochen@microsoft.com>
Co-authored-by: Kurt <65111699+q33566@users.noreply.github.com>
Co-authored-by: Evan Mattson <35585003+moonbox3@users.noreply.github.com>
Co-authored-by: SergeyMenshykh <68852919+SergeyMenshykh@users.noreply.github.com>
Co-authored-by: Korolev Dmitry <deagle.gross@gmail.com>
Co-authored-by: Mark Wallace <127216156+markwallace-microsoft@users.noreply.github.com>
Co-authored-by: Copilot <198982749+Copilot@users.noreply.github.com>
Co-authored-by: rogerbarreto <19890735+rogerbarreto@users.noreply.github.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
Co-authored-by: Eduard van Valkenburg <eavanvalkenburg@users.noreply.github.com>
Co-authored-by: Dmytro Struk <13853051+dmytrostruk@users.noreply.github.com>
Co-authored-by: Chris <66376200+crickman@users.noreply.github.com>
Co-authored-by: Jose Luis Latorre Millas <joslat@gmail.com>
Co-authored-by: Jacob Alber <jaalber@microsoft.com>
Co-authored-by: Richard Ortega <richardjortega@gmail.com>
Co-authored-by: 刘邦学AI <lbbniu@gmail.com>
Co-authored-by: Stephen Toub <stoub@microsoft.com>
Co-authored-by: Nico Möller <nkm-moeller@mail.de>
Co-authored-by: Chris Gillum <cgillum@microsoft.com>
Co-authored-by: Giles Odigwe <79032838+giles17@users.noreply.github.com>
Co-authored-by: Phillip Hoff <phillip.hoff@gmail.com>
Co-authored-by: Ege Ozan Özyedek <36128615+egeozanozyedek@users.noreply.github.com>
Co-authored-by: samueljohnsiby <66901393+samueljohnsiby@users.noreply.github.com>
Co-authored-by: Evan Mattson <evan.mattson@microsoft.com>
Co-authored-by: Hao Luo <338265+howlowck@users.noreply.github.com>
Co-authored-by: Victor Dibia <chuvidi2003@gmail.com>
Co-authored-by: stephentoub <2642209+stephentoub@users.noreply.github.com>
Co-authored-by: Jacob Viau <javia@microsoft.com>
Co-authored-by: SuperKenVery <39673849+SuperKenVery@users.noreply.github.com>
Co-authored-by: Sunil Dutta <dutta.2003@gmail.com>
Co-authored-by: Sunil Dutta <sunil.dutta@penske.com>
Co-authored-by: budgetboardingai <apurva.sharma31@gmail.com>
Co-authored-by: Syrine Chelly <62653967+SyChell@users.noreply.github.com>
Co-authored-by: SergeyMenshykh <sergemenshikh@gmail.com>
2026-01-02 13:13:37 -08:00

606 lines
21 KiB
Python

# Copyright (c) Microsoft. All rights reserved.
from collections.abc import AsyncIterator
from typing import Any
from unittest.mock import AsyncMock, MagicMock, patch
from uuid import uuid4
import httpx
from a2a.types import (
AgentCard,
Artifact,
DataPart,
FilePart,
FileWithUri,
Message,
Part,
Task,
TaskState,
TaskStatus,
TextPart,
)
from a2a.types import Role as A2ARole
from agent_framework import (
AgentRunResponse,
AgentRunResponseUpdate,
ChatMessage,
DataContent,
ErrorContent,
HostedFileContent,
Role,
TextContent,
UriContent,
)
from agent_framework.a2a import A2AAgent
from pytest import fixture, raises
from agent_framework_a2a._agent import _get_uri_data # type: ignore
class MockA2AClient:
"""Mock implementation of A2A Client for testing."""
def __init__(self) -> None:
self.call_count: int = 0
self.responses: list[Any] = []
def add_message_response(self, message_id: str, text: str, role: str = "agent") -> None:
"""Add a mock Message response."""
# Create actual TextPart instance and wrap it in Part
text_part = Part(root=TextPart(text=text))
# Create actual Message instance
message = Message(
message_id=message_id, role=A2ARole.agent if role == "agent" else A2ARole.user, parts=[text_part]
)
self.responses.append(message)
def add_task_response(self, task_id: str, artifacts: list[dict[str, Any]]) -> None:
"""Add a mock Task response."""
# Create mock artifacts
mock_artifacts = []
for artifact_data in artifacts:
# Create actual TextPart instance and wrap it in Part
text_part = Part(root=TextPart(text=artifact_data.get("content", "Test content")))
artifact = Artifact(
artifact_id=artifact_data.get("id", str(uuid4())),
name=artifact_data.get("name", "test-artifact"),
description=artifact_data.get("description", "Test artifact"),
parts=[text_part],
)
mock_artifacts.append(artifact)
# Create task status
status = TaskStatus(state=TaskState.completed, message=None)
# Create actual Task instance
task = Task(
id=task_id, context_id="test-context", status=status, artifacts=mock_artifacts if mock_artifacts else None
)
# Mock the ClientEvent tuple format
update_event = None # No specific update event for completed tasks
client_event = (task, update_event)
self.responses.append(client_event)
async def send_message(self, message: Any) -> AsyncIterator[Any]:
"""Mock send_message method that yields responses."""
self.call_count += 1
if self.responses:
response = self.responses.pop(0)
yield response
@fixture
def mock_a2a_client() -> MockA2AClient:
"""Fixture that provides a mock A2A client."""
return MockA2AClient()
@fixture
def a2a_agent(mock_a2a_client: MockA2AClient) -> A2AAgent:
"""Fixture that provides an A2AAgent with a mock client."""
return A2AAgent(name="Test Agent", id="test-agent", client=mock_a2a_client, http_client=None)
def test_a2a_agent_initialization_with_client(mock_a2a_client: MockA2AClient) -> None:
"""Test A2AAgent initialization with provided client."""
# Use model_construct to bypass Pydantic validation for mock objects
agent = A2AAgent(
name="Test Agent", id="test-agent-123", description="A test agent", client=mock_a2a_client, http_client=None
)
assert agent.name == "Test Agent"
assert agent.id == "test-agent-123"
assert agent.description == "A test agent"
assert agent.client == mock_a2a_client
def test_a2a_agent_initialization_without_client_raises_error() -> None:
"""Test A2AAgent initialization without client or URL raises ValueError."""
with raises(ValueError, match="Either agent_card or url must be provided"):
A2AAgent(name="Test Agent")
async def test_run_with_message_response(a2a_agent: A2AAgent, mock_a2a_client: MockA2AClient) -> None:
"""Test run() method with immediate Message response."""
mock_a2a_client.add_message_response("msg-123", "Hello from agent!", "agent")
response = await a2a_agent.run("Hello agent")
assert isinstance(response, AgentRunResponse)
assert len(response.messages) == 1
assert response.messages[0].role == Role.ASSISTANT
assert response.messages[0].text == "Hello from agent!"
assert response.response_id == "msg-123"
assert mock_a2a_client.call_count == 1
async def test_run_with_task_response_single_artifact(a2a_agent: A2AAgent, mock_a2a_client: MockA2AClient) -> None:
"""Test run() method with Task response containing single artifact."""
artifacts = [{"id": "art-1", "content": "Generated report content"}]
mock_a2a_client.add_task_response("task-456", artifacts)
response = await a2a_agent.run("Generate a report")
assert isinstance(response, AgentRunResponse)
assert len(response.messages) == 1
assert response.messages[0].role == Role.ASSISTANT
assert response.messages[0].text == "Generated report content"
assert response.response_id == "task-456"
assert mock_a2a_client.call_count == 1
async def test_run_with_task_response_multiple_artifacts(a2a_agent: A2AAgent, mock_a2a_client: MockA2AClient) -> None:
"""Test run() method with Task response containing multiple artifacts."""
artifacts = [
{"id": "art-1", "content": "First artifact content"},
{"id": "art-2", "content": "Second artifact content"},
{"id": "art-3", "content": "Third artifact content"},
]
mock_a2a_client.add_task_response("task-789", artifacts)
response = await a2a_agent.run("Generate multiple outputs")
assert isinstance(response, AgentRunResponse)
assert len(response.messages) == 3
assert response.messages[0].text == "First artifact content"
assert response.messages[1].text == "Second artifact content"
assert response.messages[2].text == "Third artifact content"
# All should be assistant messages
for message in response.messages:
assert message.role == Role.ASSISTANT
assert response.response_id == "task-789"
async def test_run_with_task_response_no_artifacts(a2a_agent: A2AAgent, mock_a2a_client: MockA2AClient) -> None:
"""Test run() method with Task response containing no artifacts."""
mock_a2a_client.add_task_response("task-empty", [])
response = await a2a_agent.run("Do something with no output")
assert isinstance(response, AgentRunResponse)
assert response.response_id == "task-empty"
async def test_run_with_unknown_response_type_raises_error(a2a_agent: A2AAgent, mock_a2a_client: MockA2AClient) -> None:
"""Test run() method with unknown response type raises NotImplementedError."""
mock_a2a_client.responses.append("invalid_response")
with raises(NotImplementedError, match="Only Message and Task responses are supported"):
await a2a_agent.run("Test message")
def test_parse_messages_from_task_empty_artifacts(a2a_agent: A2AAgent) -> None:
"""Test _parse_messages_from_task with task containing no artifacts."""
task = MagicMock()
task.artifacts = None
result = a2a_agent._parse_messages_from_task(task)
assert len(result) == 0
def test_parse_messages_from_task_with_artifacts(a2a_agent: A2AAgent) -> None:
"""Test _parse_messages_from_task with task containing artifacts."""
task = MagicMock()
# Create mock artifacts
artifact1 = MagicMock()
artifact1.artifact_id = "art-1"
text_part1 = MagicMock()
text_part1.root = MagicMock()
text_part1.root.kind = "text"
text_part1.root.text = "Content 1"
text_part1.root.metadata = None
artifact1.parts = [text_part1]
artifact2 = MagicMock()
artifact2.artifact_id = "art-2"
text_part2 = MagicMock()
text_part2.root = MagicMock()
text_part2.root.kind = "text"
text_part2.root.text = "Content 2"
text_part2.root.metadata = None
artifact2.parts = [text_part2]
task.artifacts = [artifact1, artifact2]
result = a2a_agent._parse_messages_from_task(task)
assert len(result) == 2
assert result[0].text == "Content 1"
assert result[1].text == "Content 2"
assert all(msg.role == Role.ASSISTANT for msg in result)
def test_parse_message_from_artifact(a2a_agent: A2AAgent) -> None:
"""Test _parse_message_from_artifact conversion."""
artifact = MagicMock()
artifact.artifact_id = "test-artifact"
text_part = MagicMock()
text_part.root = MagicMock()
text_part.root.kind = "text"
text_part.root.text = "Artifact content"
text_part.root.metadata = None
artifact.parts = [text_part]
result = a2a_agent._parse_message_from_artifact(artifact)
assert isinstance(result, ChatMessage)
assert result.role == Role.ASSISTANT
assert result.text == "Artifact content"
assert result.raw_representation == artifact
def test_get_uri_data_valid_uri() -> None:
"""Test _get_uri_data with valid data URI."""
uri = "data:application/json;base64,eyJ0ZXN0IjoidmFsdWUifQ=="
result = _get_uri_data(uri)
assert result == "eyJ0ZXN0IjoidmFsdWUifQ=="
def test_get_uri_data_invalid_uri() -> None:
"""Test _get_uri_data with invalid URI format."""
with raises(ValueError, match="Invalid data URI format"):
_get_uri_data("not-a-valid-data-uri")
def test_parse_contents_from_a2a_conversion(a2a_agent: A2AAgent) -> None:
"""Test A2A parts to contents conversion."""
agent = A2AAgent(name="Test Agent", client=MockA2AClient(), _http_client=None)
# Create A2A parts
parts = [Part(root=TextPart(text="First part")), Part(root=TextPart(text="Second part"))]
# Convert to contents
contents = agent._parse_contents_from_a2a(parts)
# Verify conversion
assert len(contents) == 2
assert isinstance(contents[0], TextContent)
assert isinstance(contents[1], TextContent)
assert contents[0].text == "First part"
assert contents[1].text == "Second part"
def test_prepare_message_for_a2a_with_error_content(a2a_agent: A2AAgent) -> None:
"""Test _prepare_message_for_a2a with ErrorContent."""
# Create ChatMessage with ErrorContent
error_content = ErrorContent(message="Test error message")
message = ChatMessage(role=Role.USER, contents=[error_content])
# Convert to A2A message
a2a_message = a2a_agent._prepare_message_for_a2a(message)
# Verify conversion
assert len(a2a_message.parts) == 1
assert a2a_message.parts[0].root.text == "Test error message"
def test_prepare_message_for_a2a_with_uri_content(a2a_agent: A2AAgent) -> None:
"""Test _prepare_message_for_a2a with UriContent."""
# Create ChatMessage with UriContent
uri_content = UriContent(uri="http://example.com/file.pdf", media_type="application/pdf")
message = ChatMessage(role=Role.USER, contents=[uri_content])
# Convert to A2A message
a2a_message = a2a_agent._prepare_message_for_a2a(message)
# Verify conversion
assert len(a2a_message.parts) == 1
assert a2a_message.parts[0].root.file.uri == "http://example.com/file.pdf"
assert a2a_message.parts[0].root.file.mime_type == "application/pdf"
def test_prepare_message_for_a2a_with_data_content(a2a_agent: A2AAgent) -> None:
"""Test _prepare_message_for_a2a with DataContent."""
# Create ChatMessage with DataContent (base64 data URI)
data_content = DataContent(uri="data:text/plain;base64,SGVsbG8gV29ybGQ=", media_type="text/plain")
message = ChatMessage(role=Role.USER, contents=[data_content])
# Convert to A2A message
a2a_message = a2a_agent._prepare_message_for_a2a(message)
# Verify conversion
assert len(a2a_message.parts) == 1
assert a2a_message.parts[0].root.file.bytes == "SGVsbG8gV29ybGQ="
assert a2a_message.parts[0].root.file.mime_type == "text/plain"
def test_prepare_message_for_a2a_empty_contents_raises_error(a2a_agent: A2AAgent) -> None:
"""Test _prepare_message_for_a2a with empty contents raises ValueError."""
# Create ChatMessage with no contents
message = ChatMessage(role=Role.USER, contents=[])
# Should raise ValueError for empty contents
with raises(ValueError, match="ChatMessage.contents is empty"):
a2a_agent._prepare_message_for_a2a(message)
async def test_run_stream_with_message_response(a2a_agent: A2AAgent, mock_a2a_client: MockA2AClient) -> None:
"""Test run_stream() method with immediate Message response."""
mock_a2a_client.add_message_response("msg-stream-123", "Streaming response from agent!", "agent")
# Collect streaming updates
updates: list[AgentRunResponseUpdate] = []
async for update in a2a_agent.run_stream("Hello agent"):
updates.append(update)
# Verify streaming response
assert len(updates) == 1
assert isinstance(updates[0], AgentRunResponseUpdate)
assert updates[0].role == Role.ASSISTANT
assert len(updates[0].contents) == 1
content = updates[0].contents[0]
assert isinstance(content, TextContent)
assert content.text == "Streaming response from agent!"
assert updates[0].response_id == "msg-stream-123"
assert mock_a2a_client.call_count == 1
async def test_context_manager_cleanup() -> None:
"""Test context manager cleanup of http client."""
# Create mock http client that tracks aclose calls
mock_http_client = AsyncMock()
mock_a2a_client = MagicMock()
agent = A2AAgent(client=mock_a2a_client)
agent._http_client = mock_http_client
# Test context manager cleanup
async with agent:
pass
# Verify aclose was called
mock_http_client.aclose.assert_called_once()
async def test_context_manager_no_cleanup_when_no_http_client() -> None:
"""Test context manager when _http_client is None."""
mock_a2a_client = MagicMock()
agent = A2AAgent(client=mock_a2a_client, _http_client=None)
# This should not raise any errors
async with agent:
pass
def test_prepare_message_for_a2a_with_multiple_contents() -> None:
"""Test conversion of ChatMessage with multiple contents."""
agent = A2AAgent(client=MagicMock(), _http_client=None)
# Create message with multiple content types
message = ChatMessage(
role=Role.USER,
contents=[
TextContent(text="Here's the analysis:"),
DataContent(data=b"binary data", media_type="application/octet-stream"),
UriContent(uri="https://example.com/image.png", media_type="image/png"),
TextContent(text='{"structured": "data"}'),
],
)
result = agent._prepare_message_for_a2a(message)
# Should have converted all 4 contents to parts
assert len(result.parts) == 4
# Check each part type
assert result.parts[0].root.kind == "text" # Regular text
assert result.parts[1].root.kind == "file" # Binary data
assert result.parts[2].root.kind == "file" # URI content
assert result.parts[3].root.kind == "text" # JSON text remains as text (no parsing)
def test_parse_contents_from_a2a_with_data_part() -> None:
"""Test conversion of A2A DataPart."""
agent = A2AAgent(client=MagicMock(), _http_client=None)
# Create DataPart
data_part = Part(root=DataPart(data={"key": "value", "number": 42}, metadata={"source": "test"}))
contents = agent._parse_contents_from_a2a([data_part])
assert len(contents) == 1
assert isinstance(contents[0], TextContent)
assert contents[0].text == '{"key": "value", "number": 42}'
assert contents[0].additional_properties == {"source": "test"}
def test_parse_contents_from_a2a_unknown_part_kind() -> None:
"""Test error handling for unknown A2A part kind."""
agent = A2AAgent(client=MagicMock(), _http_client=None)
# Create a mock part with unknown kind
mock_part = MagicMock()
mock_part.root.kind = "unknown_kind"
with raises(ValueError, match="Unknown Part kind: unknown_kind"):
agent._parse_contents_from_a2a([mock_part])
def test_prepare_message_for_a2a_with_hosted_file() -> None:
"""Test conversion of ChatMessage with HostedFileContent to A2A message."""
agent = A2AAgent(client=MagicMock(), _http_client=None)
# Create message with hosted file content
message = ChatMessage(
role=Role.USER,
contents=[HostedFileContent(file_id="hosted://storage/document.pdf")],
)
result = agent._prepare_message_for_a2a(message) # noqa: SLF001
# Verify the conversion
assert len(result.parts) == 1
part = result.parts[0]
assert part.root.kind == "file"
# Verify it's a FilePart with FileWithUri
assert isinstance(part.root, FilePart)
assert isinstance(part.root.file, FileWithUri)
assert part.root.file.uri == "hosted://storage/document.pdf"
assert part.root.file.mime_type is None # HostedFileContent doesn't specify media_type
def test_parse_contents_from_a2a_with_hosted_file_uri() -> None:
"""Test conversion of A2A FilePart with hosted file URI back to UriContent."""
agent = A2AAgent(client=MagicMock(), _http_client=None)
# Create FilePart with hosted file URI (simulating what A2A would send back)
file_part = Part(
root=FilePart(
file=FileWithUri(
uri="hosted://storage/document.pdf",
mime_type=None,
)
)
)
contents = agent._parse_contents_from_a2a([file_part]) # noqa: SLF001
assert len(contents) == 1
assert isinstance(contents[0], UriContent)
assert contents[0].uri == "hosted://storage/document.pdf"
assert contents[0].media_type == "" # Converted None to empty string
def test_auth_interceptor_parameter() -> None:
"""Test that auth_interceptor parameter is accepted without errors."""
# Create a mock auth interceptor
mock_auth_interceptor = MagicMock()
# Test that A2AAgent can be created with auth_interceptor parameter
# Using url parameter for simplicity
agent = A2AAgent(
name="test-agent",
url="https://test-agent.example.com",
auth_interceptor=mock_auth_interceptor,
)
# Verify the agent was created successfully
assert agent.name == "test-agent"
assert agent.client is not None
def test_transport_negotiation_both_fail() -> None:
"""Test that RuntimeError is raised when both primary and fallback transport negotiation fail."""
# Create a mock agent card
mock_agent_card = MagicMock(spec=AgentCard)
mock_agent_card.url = "http://test-agent.example.com"
# Mock the factory to simulate both primary and fallback failures
mock_factory = MagicMock()
# Both calls to factory.create() fail
primary_error = Exception("no compatible transports found")
fallback_error = Exception("fallback also failed")
mock_factory.create.side_effect = [primary_error, fallback_error]
with (
patch("agent_framework_a2a._agent.ClientFactory", return_value=mock_factory),
patch("agent_framework_a2a._agent.minimal_agent_card"),
patch("agent_framework_a2a._agent.httpx.AsyncClient"),
raises(RuntimeError, match="A2A transport negotiation failed"),
):
# Attempt to create A2AAgent - should raise RuntimeError
A2AAgent(
name="test-agent",
agent_card=mock_agent_card,
)
def test_create_timeout_config_httpx_timeout() -> None:
"""Test _create_timeout_config with httpx.Timeout object returns it unchanged."""
agent = A2AAgent(name="Test Agent", client=MockA2AClient(), http_client=None)
custom_timeout = httpx.Timeout(connect=15.0, read=180.0, write=20.0, pool=8.0)
timeout_config = agent._create_timeout_config(custom_timeout)
assert timeout_config is custom_timeout # Same object reference
assert timeout_config.connect == 15.0
assert timeout_config.read == 180.0
assert timeout_config.write == 20.0
assert timeout_config.pool == 8.0
def test_create_timeout_config_invalid_type() -> None:
"""Test _create_timeout_config with invalid type raises TypeError."""
agent = A2AAgent(name="Test Agent", client=MockA2AClient(), http_client=None)
with raises(TypeError, match="Invalid timeout type: <class 'str'>. Expected float, httpx.Timeout, or None."):
agent._create_timeout_config("invalid")
def test_a2a_agent_initialization_with_timeout_parameter() -> None:
"""Test A2AAgent initialization with timeout parameter."""
# Test with URL to trigger httpx client creation
with (
patch("agent_framework_a2a._agent.httpx.AsyncClient") as mock_async_client,
patch("agent_framework_a2a._agent.ClientFactory") as mock_factory,
):
# Mock the factory and client creation
mock_client_instance = MagicMock()
mock_factory.return_value.create.return_value = mock_client_instance
# Create agent with custom timeout
A2AAgent(name="Test Agent", url="https://test-agent.example.com", timeout=120.0)
# Verify httpx.AsyncClient was called with the configured timeout
mock_async_client.assert_called_once()
call_args = mock_async_client.call_args
# Check that timeout parameter was passed
assert "timeout" in call_args.kwargs
timeout_arg = call_args.kwargs["timeout"]
# Verify it's an httpx.Timeout object with our custom timeout applied to all components
assert isinstance(timeout_arg, httpx.Timeout)