Files
agent-framework/python/packages/declarative/tests/test_graph_coverage.py
Laveesh Rohra cd77193742 Python: Merge main into feature-durabletask-python branch (#3261)
* 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

---------

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* 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
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* 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
...

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* 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
...

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* 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
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* .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

---------

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* 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

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

---------

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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
...

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* 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
...

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* 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
...

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* 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

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* 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

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* 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>

---------

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* 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>

---------

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* 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>

---------

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* 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
...

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* 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
...

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* 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
...

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* 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

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* 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

---------

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* add issue template and additional labeling (#3006)

* fix and extra int test (#3037)

* .NET: [BREAKING] Refactor ChatMessageStore methods to be similar to AIContextProvider and add filtering support (#2604)

* Refactor ChatMessageStore methods to be similar to AIContextProvider

* Fix file encoding

* Ensure that AIContextProvider messages area also persisted.

* Update formatting and seal context classes

* Improve formatting

* Remove optional messages from constructor and add unit test

* Add ChatMessageStore filtering via a decorator

* Update sample and cosmos message store to store AIContextProvider messages in right order. Fix unit tests.

* Update Workflowmessage store to use aicontext provider messages.

* Apply suggestions from code review

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

* Apply suggestions from code review

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

* Improve xml docs messaging

* Address code review comments.

* Also notify message store on failure

---------

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* [BREAKING] Remove unused AgentThreadMetadata (#3067)

* Remove unused AgentThreadMetadata

* Update DurableTask Changelog

* Python: Fix AzureAIClient failure when conversation history contains assistant messages (#3076)

* Fix AzureAIClient failure when conversation history contains assistant messages

* Address PR review feedback: improve docstring and test assertions

* Remove redundant cast

* Fix: Update OTLP exporter protocol conditions (#3070)

* Python: Fix ExecutorInvokedEvent and ExecutorCompletedEvent observability data (#3090)

* Fix ExecutorInvokedEvent.data mutation bug

* Fix bug related to not yielding output type

* .NET: Seal ChatClientAgentThread (#2842)

* Initial plan

* Seal ChatClientAgentThread class

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

---------

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* Fix broken strands urls. (#3102)

* Fix broken strands urls.

* Fix typos

* .NET: Fix message ordering inconsistency when using AIContextProvider (#2659)

* Initial plan

* Fix message ordering inconsistency when using AIContextProvider

Co-authored-by: westey-m <164392973+westey-m@users.noreply.github.com>

* Revert to original message ordering: Input, AIContextProvider, Response

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* Reorder messages to ChatClient to match MessageStore order: Existing, Input, AIContextProvider

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* Remove redundant test methods as existing tests already verify the behavior

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* fix: tool_choice parameter not being honored when passed to agent.run() (#3095)

* sharepoint sample fix (#3108)

* Bump versions to 1.0.0b260106 for a release. Update CHANGELOG.md (#3109)

* Bump Bedrock version to latest (#3110)

* Python: Fix MCP tool result serialization for list[TextContent] (#2523)

* Fix MCP tool result serialization for list[TextContent]

When MCP tools return results containing list[TextContent], they were
incorrectly serialized to object repr strings like:
'[<agent_framework._types.TextContent object at 0x...>]'

This fix properly extracts text content from list items by:
1. Checking if items have a 'text' attribute (TextContent)
2. Using model_dump() for items that support it
3. Falling back to str() for other types
4. Joining single items as plain text, multiple items as JSON array

Fixes #2509

* Address PR review feedback for MCP tool result serialization

- Extract serialize_content_result() to shared _utils.py
- Fix logic: use texts[0] instead of join for single item
- Add type annotation: texts: list[str] = []
- Return empty string for empty list instead of '[]'
- Move import json to file top level
- Add comprehensive unit tests for serialization

* Address PR review feedback: fix type checking and double serialization

- Add isinstance(item.text, str) check to ensure text attribute is a string
- Fix double-serialization issue by keeping model_dump results as dicts
  until final json.dumps (removes escaped JSON strings in arrays)
- Improve docstring with detailed return value documentation
- Add test for non-string text attribute handling
- Add tests for list type tool results in _events.py path

* Simplify PR: minimal changes to fix MCP tool result serialization

Addresses reviewer feedback about excessive refactoring:
- Reset _events.py to original structure
- Only add import and use serialize_content_result in one location
- All review comments addressed in serialize_content_result():
  - Added isinstance(item.text, str) check
  - Use model_dump(mode="json") to avoid double-serialization
  - Improved docstring with explicit return value documentation
  - Empty list returns "" instead of "[]"

* Refactor: Move MCP TextContent serialization to core prepare_function_call_results

Per reviewer feedback, moved the TextContent serialization logic from
ag-ui's serialize_content_result to the core package's
prepare_function_call_results function.

Changes:
- Added handling for objects with 'text' attribute (like MCP TextContent)
  in _prepare_function_call_results_as_dumpable
- Removed serialize_content_result from ag-ui/_utils.py
- Updated _events.py and _message_adapters.py to use
  prepare_function_call_results from core package
- Updated tests to match the core function's behavior

* Fix failing tests for prepare_function_call_results behavior

- test_tool_result_with_none: Update expected value to 'null' (JSON serialization of None)
- test_tool_result_with_model_dump_objects: Use Pydantic BaseModel instead of plain class

* Fix B903 linter error: Convert MockTextContent to dataclass

The ruff linter was reporting B903 (class could be dataclass or namedtuple)
for the MockTextContent test helper classes. This commit converts them to
dataclasses to satisfy the linter check.

* Python: Improve DevUI, add Context Inspector view as new tab under traces (#2742)

* Improve DevUI, add Context Inspector view as new tab under traces

* fix mypy errors

* fix: Handle stale MCP connections in DevUI executor

MCP tools can become stale when HTTP streaming responses end - the underlying
stdio streams close but `is_connected` remains True. This causes subsequent
requests to fail with `ClosedResourceError`.

Add `_ensure_mcp_connections()` to detect and reconnect stale MCP tools before
agent execution. This is a workaround for an upstream Agent Framework issue
where connection state isn't properly tracked.

Fixes MCP tools failing on second HTTP request in DevUI.

fixes  #1476 #1515 #2865

* fix #1572 report import dependency errors more clearly

* Ensure there is streaming toggle where users can select streaming vs non streaming mode in devui . Fixes .NET: [Python] DevUI tool call rendering in non-streaming mode?

* remove unused dead code

* improve ux - workflows with agents show a chat component in execution timelien, also ensure magentic final output shows correctly

* update ui build

* update devui to use instrumentation instead of tracing, other instrumentation and type/instance check fixes

* .NET: Seal factory contexts and add non JSO deserialize overloads (#3066)

* Seal factory contexts and add non JSO deserialize overloads

* Apply suggestions from code review

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

---------

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* Enable blank issues in issue template configuration

Need to re-enable creating blank issues

* updated templates (#3106)

* updated templates

* enabled blank and fixed triage

* made language optional and moved to the bottom for features

* Python: Streaming sample for azurefunctions (#3057)

* Streaming sample for azurefunctions

* Fixed links and sample name

* Addressed feedback

* Addressed feedback

* Fixed integration tests

* Updated test

* Python: fix(azure-ai): Fix response_format handling for structured outputs (#3114)

* fix(azure-ai): read response_format from chat_options instead of run_options

* refactor: use explicit None checks for response_format

* Fix mypy error

* Mypy fix

* Python: Bump python version to 1.0.0b260107 for a release (#3128)

* Bump python version to 1.0.0b260107 for a release

* Update changelog

* Make A2AAgent public, so that it's concrete implementation methods can be used. (#3119)

* .NET: Map additional props <-> A2A metadata (#3137)

* map additional props from agent run options to a2a request metadata

* small touches

* add unit tests for new extension methods

* Sort using

* add unit test

* add additiona unit tests

* special case json element to avoid unnecessary serialization

* Python: Fix Anthropic streaming response bugs (#3141)

* test commit identity

* fix(anthropic): fix raw_representation and finish_reason in streaming

* lint fix

* Bump AWSSDK.Extensions.Bedrock.MEAI from 4.0.5 to 4.0.5.1 (#2994)

---
updated-dependencies:
- dependency-name: AWSSDK.Extensions.Bedrock.MEAI
  dependency-version: 4.0.5.1
  dependency-type: direct:production
  update-type: version-update:semver-patch
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* Bump Anthropic from 12.0.0 to 12.0.1 (#2993)

---
updated-dependencies:
- dependency-name: Anthropic
  dependency-version: 12.0.1
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

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* .NET: [Breaking] Prevent loss of input messages & streamed updates when resuming streaming (#2748)

* save input messages and stream updates to the continuation token to be able to use them in the last successful stream resumption call.

* Update dotnet/src/Microsoft.Agents.AI/ChatClient/ChatClientAgentContinuationToken.cs

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

* Update dotnet/src/Microsoft.Agents.AI/ChatClient/ChatClientAgentContinuationToken.cs

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* Update dotnet/tests/Microsoft.Agents.AI.UnitTests/ChatClient/ChatClientAgent_BackgroundResponsesTests.cs

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* Update dotnet/src/Microsoft.Agents.AI/ChatClient/ChatClientAgentContinuationToken.cs

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* Update dotnet/src/Microsoft.Agents.AI/ChatClient/ChatClientAgentContinuationToken.cs

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

* fix typo

* init continuation token from chat response

* remove unnecessary types for source generation

* remove check for continuation token passed at initial run

* remove check for continuation token pass at initial run

* centralize continuation token parsing

* update xml comments

* use readonly collection instead of enumerable

---------

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* .NET: fix: Expose WorkflowErrorEvent as ErrorContent (#2762)

* fix: Expose WorkflowErrorEvent as ErrorContent

When hosted using .AsAgent(), Workflows were not exposing inner errors coming as Exceptions (through the WorkflowErrorEvent)

The fix is to convert their message to an ErrorContent on the way out, rather than rely on the default "empty update" to collect the raw event.

* feat: Add a way to show/suppress exception information

* Bump Microsoft.Agents.AI.Workflows from 1.0.0-preview.251125.1 to 1.0.0-preview.251219.1 (#2997)

---
updated-dependencies:
- dependency-name: Microsoft.Agents.AI.Workflows
  dependency-version: 1.0.0-preview.251219.1
  dependency-type: direct:production
  update-type: version-update:semver-patch
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* .NET: Add Run overloads to expose ChatClientAgentRunOptions in IntelliSense (#3115)

* Initial plan

* Add ChatClientAgentExtensions for improved discoverability of ChatClientAgentRunOptions

Co-authored-by: westey-m <164392973+westey-m@users.noreply.github.com>

* Address code review feedback - use collection expression syntax

Co-authored-by: westey-m <164392973+westey-m@users.noreply.github.com>

* Apply suggestion from @westey-m

* Fix issues with Copilot implementation

* Add additional tests for structured output overloads.

---------

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* Python: Add tool call/result content types and update connectors and samples (#2971)

* Add new AI content types and image tool support

Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>

* Add Python content types for tool calls/results and image generation tool support

Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>

* Address review feedback for tool content and samples

Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>

* Tighten image generation typing and sample tools list

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* Align image generation output typing

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* Handle MCP naming, image options mapping, and connector tool content

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* Allow MCP call in function approval request

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* Remove raw image_generation tool remapping

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* Restore Anthropic tool_use to function calls unless code execution

Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>

* Fix lint issues for hosted file docstring and MCP parsing

Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>

* Import ChatResponse types in Anthropic client

Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>

* Fix Anthropics citation type imports and MCP typing for handoff/tools

Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>

* Skip lightning tests without agentlightning and fix function call import

Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>

* fix lint on lab package

* rebuilt anthropic parsing

* redid anthropic parsing

* typo

* updated parsing and added missing docstrings

* fix tests

* mypy fixes

* second mypy fix

* add new class to other samples

---------

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* Bump Google.GenAI from 0.6.0 to 0.9.0 (#2995)

---
updated-dependencies:
- dependency-name: Google.GenAI
  dependency-version: 0.9.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

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* Bump js-yaml from 4.1.0 to 4.1.1 in /python/packages/devui/frontend (#3123)

Bumps [js-yaml](https://github.com/nodeca/js-yaml) from 4.1.0 to 4.1.1.
- [Changelog](https://github.com/nodeca/js-yaml/blob/master/CHANGELOG.md)
- [Commits](https://github.com/nodeca/js-yaml/compare/4.1.0...4.1.1)

---
updated-dependencies:
- dependency-name: js-yaml
  dependency-version: 4.1.1
  dependency-type: indirect
...

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* Updated package versions (#3144)

* .NET: Bump Microsoft.Agents.AI.OpenAI and Microsoft.Extensions.AI.OpenAI (#2996)

* Bump Microsoft.Agents.AI.OpenAI and Microsoft.Extensions.AI.OpenAI

Bumps Microsoft.Agents.AI.OpenAI from 1.0.0-preview.251125.1 to 1.0.0-preview.251219.1
Bumps Microsoft.Extensions.AI.OpenAI from 10.1.0-preview.1.25608.1 to 10.1.1-preview.1.25612.2

---
updated-dependencies:
- dependency-name: Microsoft.Agents.AI.OpenAI
  dependency-version: 1.0.0-preview.251219.1
  dependency-type: direct:production
  update-type: version-update:semver-patch
- dependency-name: Microsoft.Extensions.AI.OpenAI
  dependency-version: 10.1.1-preview.1.25612.2
  dependency-type: direct:production
  update-type: version-update:semver-patch
- dependency-name: Microsoft.Agents.AI.OpenAI
  dependency-version: 1.0.0-preview.251219.1
  dependency-type: direct:production
  update-type: version-update:semver-patch
- dependency-name: Microsoft.Extensions.AI.OpenAI
  dependency-version: 10.1.1-preview.1.25612.2
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

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* Fixed samples

---------

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* Python: fix(ag-ui): Execute tools with approval_mode, fix shared state, code cleanup  (#3079)

* fix(ag-ui): execute tools after approval in human-in-the-loop flow

* Fix shared state bug

* Bug fix finalized

* Refactoring to clean up code

* Code cleanup

* More fixes

* More code cleanup

* Add version detection in __init__.py to ruff ignore list

* Track agent name with updates for workflow agent (#3146)

* Python: Fix AzureAIClient tool call bug for AG-UI use (#3148)

* Fiz AzureAIClient tool call bug

* Address copilot feedback

* Python: multiple bug fixes (#3150)

* fix Python: kwargs are not passed to _prepare_thread_and_messages in ChatAgent.run
Fixes #3118

* fix Python: [Bug]: model_id versus model_deployment_name is confusing in Azure AI Agents
Fixes #3147

* add types

* fixed type and docstring

* fix(anthropic): fix duplicate ToolCallStartEvent in streaming tool calls (#3051)

When processing `input_json_delta` events, the Anthropic client was
passing the tool name from the previous `tool_use` event. This caused
ag-ui's `_handle_function_call_content` to emit a `ToolCallStartEvent`
for every streaming chunk (since it triggers on `if content.name:`).

This fix changes the behavior to pass an empty string for `name` in
`input_json_delta` events, matching OpenAI's behavior where streaming
argument chunks have `name=""`. The initial `tool_use` event still
provides the tool name, so only one `ToolCallStartEvent` is emitted.

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

* .NET: [BREAKING] Change GetNewThread and DeserializeThread to async (#3152)

* Change GetNewThread and DeserializeThread plus ChatMessageStore and AIContextProvider Factories to async

* Merge fixes

* Fix Ollama model env var in documentation (#3156)

Signed-off-by: Dina Suehiro Jones <dina.s.jones@intel.com>

* Python: Add Pydantic request model and OpenAPI tags support to AG-UI FastAPI endpoint (#2522)

* feat(ag-ui): Add Pydantic request model and OpenAPI tags support

- Add AGUIRequest Pydantic model in _types.py with field descriptions
- Update add_agent_framework_fastapi_endpoint() to accept tags parameter
- Use AGUIRequest model for automatic validation and OpenAPI schema generation
- Export AGUIRequest and DEFAULT_TAGS in __init__.py
- Update test_endpoint.py to expect 422 for invalid requests
- Add tests for OpenAPI schema, default tags, custom tags, and validation

Benefits:
- Better API documentation with complete request schema in Swagger UI
- Automatic request validation with Pydantic
- Organized endpoints under 'AG-UI' tag instead of 'default'
- Improved developer experience and type safety

Fixes #<issue-number>

* test(ag-ui): Add test for internal error handling to achieve 100% coverage

- Add test_endpoint_internal_error_handling() to cover exception handling code
- Mock copy.deepcopy to simulate internal error during default_state processing
- Add type: ignore for FastAPI tags parameter (known pyright compatibility issue)
- Achieves 100% test coverage for _endpoint.py (previously missing lines 103-105)

* .NET: Improve resolving `AITool` from DI (#3175)

* remove localagenttoolregistry

* also give the factory method API

* Python: Fix MCPStreamableHTTPTool to use new streamable_http_client API (#3088)

* Fix MCPStreamableHTTPTool to use new streamable_http_client API with proper httpx client cleanup

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* Update docstring to reflect new streamable_http_client API usage

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* Refactor MCPStreamableHTTPTool to accept optional http_client parameter and delegate client creation to streamable_http_client

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* Update mcp package minimum version to 1.24.0 for streamable_http_client API support

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* Fix critical bugs: apply headers/timeout/sse_read_timeout when creating httpx client, add version constraint <2, and properly manage client lifecycle

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* Simplify implementation: remove headers/timeout/sse_read_timeout params, remove kwargs, remove close() override per feedback

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* Add back **kwargs parameter for backward compatibility (accepted but not used)

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* Remove unused httpx import from test file

Note: The uv.lock file needs to be updated with 'uv sync' to reflect the mcp version constraint change (>=1.24.0,<2)

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* cicd fixes

* udpated samples with headers examples

---------

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* azureai direct a2a endpoint support (#3127)

* Python: [BREAKING]: removed display_name, renamed context_providers, middleware and AggregateContextProvider (#3139)

* removed display_name, renamed context_providers, middleware and AggregateContextProvider

* fixes

* fixed test

* testfix

* removed mistakenly put back test

* updated new test

* rename middlewares to middleware

* middleware fixes

* Python: MCP Improvements: improved connection loss behavior, pagination for loading and a param to control representation (#3154)

* pagination support (#2848) added a parse_tool_result param and connection loss (#2884)

* fix #3153

* improved connection handling

* improved logic

* Python: Add declarative workflow runtime (#2815)

* Further support for declarative python workflows

* Add tests. Clean up for typing and formatting

* Improvements and cleanup

* Typing cleanup. Improve docstrings

* Proper code in docstrings

* Fix malformed code-block directive in docstring

* Remove dead links

* PR feedback

* Address PR feedback

* Address PR feedback

* Remove sl

* Update devui frontend

* More cleanup

* Fix uv lock

* Skip Py 3.14 tests as powerfx doesn't support it

* Fix mypy error

* Fix for tool calls

* Removed stale docstring

* Fix lint

* Standardize on .NET namespaces. Revert DevUI changes (bring in later)

* Implement remaining items for Python declarative support to match dotnet

* point URL to agent, not to agentcard (#3176)

* Python: [BREAKING]: Introducing Options as TypedDict and Generic (#3140)

* WIP typeddict for options

* updated all clients and ChatAgents

* updated everything

* added ADR

* fix mypy

* proper typevar imports

* fixed import

* fixed other imports

* slight update in the sample

* updated from feedback

* fixes

* fixed missing covariants and test fixes

* fixed typing

* updated anthropic thinking config

* ruff fixes

* fixed int tests

* fix tests and mypy

* updated integration tests

* updated docstring and test fix

* improved options handling in obser

* mypy fix

* updated a host of integration tests

* fix tests

* bedrock fix

* [BREAKING] Python: Refactor orchestrations (#3023)

* Group chat refactoring Part 1; Next: HIL and handoff

* Add agent approval flow; next samples

* WIP: samples

* WIP: HIL samples

* Group chat HIL working; next: handoff

* Fix group chat tool approval sample

* WIP: refactor handoff; next handoff handling

* Handoff done; next handoff samples and concurrent and sequential

* Handoff samples, concurrent, and sequential done; next Magentic

* WIP: magentic; next test with samples + HIL

* Magentic Working; next fix all samples and tests

* Fix handoff samples; next tests

* WIP: fixing tests; some orchestration as agent samples are failing

* Group chat unit tests done

* Handoff  unit tests done

* Remove old orchestration_request_info and fix related tests

* Magentic unit tests done

* Fix samples

* Fix test

* Fix test 2

* mypy

* Address comments

* Update readme

* Address comments

* Address comments 2

* Replace display name

* Python: ADR for create/get agent API (#2618)

* ADR for create/get agent API

* Updated ADR with implementation options

* Small updates

* Updated decision outcome section

* Updated broken links

* Small updates

* Fixed merge conflicts

* Small fix

* Updated decision outcome section

* Small fixes

* Updated provider naming based on client SDK

* Add ignored parameter for CodeQL in workflow (#3204)

* Implement IReadOnlyList on InMemoryChatMessageStore (#3205)

* .NET: Make ChatMessageStore and AIContextProvider context props settable (#3196)

* Make ChatMessageStore and AIContextProvider context props setable

* Add validation to preserve non-null requirement of certain properties.

* Fix broken tests.

* Python: Add dependencies param to ag-ui FastAPI endpoint (#3191)

* Add dependencies param to ag-ui FastAPI endpoint

* Address Copilot feedback

* renamed all (#3207)

* Python: ADR for simplified get response (#3098)

* ADR for simplified get response

* updated some language, added agent option and code comparison

* small update in sample

* added workflows and expanded some points

* changed decision and number

* updated with stream=False default

* .NET: [Breaking] Rename`AgentRunResponse` and `AgentRunResponseUpdate` classes (#3197)

* rename AgentRunResponse and AgentRunResponseUpdate classes - part1

* rename varialbles, parameters, methods and tests

* rollback unnecessary changes

* .NET: [Breaking] Rename AgentRunResponseEvent and AgentRunUpdateEvent classes (#3214)

* rename AgentRunResponseEvent and AgentRunUpdateEvent classes

* rollback unnecessary changes

* Python: Create/Get Agent API for Azure V2 (#3059)

* Added get_agent method to Azure AI V2

* Small fixes

* Small fix

* Removed AzureAIAgentProvider

* Added create_agent method

* Small fixes

* Fixed code interpreter tool mapping

* Added agent provider for V2 client

* Updated response format handling

* Added provider example

* Fixed errors

* Update python/samples/getting_started/agents/azure_ai/README.md

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

* Small fix

* Updates from merge

* Resolved comments

* Resolved comments

---------

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* Python: Add more specific exceptions to Workflow (#3188)

* Add more specifc workflow exceptions

* Fix tests

* AI comments

* Misc

* Python: Added AzureAI sample for downloading code interpreter generated files (#3189)

* added azure ai code interpreter file download sample

* copilot fix suggestions

* function name fixes + readme update

* small fix

* update package versions (#3223)

Co-authored-by: Dmytro Struk <13853051+dmytrostruk@users.noreply.github.com>

* Python: fix(core): correct FunctionResultContent ordering in WorkflowAgent.merge_updates (#3168)

* fix(core): simplify FunctionResultContent ordering in WorkflowAgent.merge_updates

* improve comment

* Fix name

* fix(workflows): rename WorkflowOutputEvent.source_executor_id to executor_id for API consistency (#3166)

* Python: fix(ag-ui): add MCP tool support for AG-UI approval flows (#3212)

* add MCP tool support for AG-UI approval flows

* use attribute in place of property

* Python: Properly configure structured outputs based on new options dict (#3213)

* Properly configure structured outputs based on new options dict

* Fix mypy

* .NET: Merge AgentRunOptions.AdditionalProperties into ChatOptions.AdditionalProperties (#3184)

* Merge AgentRunOptions.AdditionalProperties into ChatOptions.AdditionalProperties

* Fix namespace and typo.

* .NET: Update Google.GenAI to 0.11.0 and remove polyfill implementations (#3232)

* Initial plan

* Update Google.GenAI to 0.11.0 and remove polyfill files

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

---------

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

* .NET: [BREAKING] Renamed CreateAIAgent/GetAIAgent to AsAIAgent (#3222)

* Renamed chat client extension method

* Additional renaming

* Updated documentation

* Fixed tests

* Small fix

* Small fix

* Updated DurableAIAgent and fixed integration tests (#3241)

* Python: Create/Get Agent API for Azure V1 (#3192)

* Added provider implementation for Azure AI V1

* Small fixes

* Fixed OpenAPI example

* Fixed local MCP example

* Fixed hosted MCP example

* Fixed file search sample

* Small fixes

* Resolved comments

* Doc updates

* Bump azure-core from 1.37.0 to 1.38.0 in /python (#3209)

Bumps [azure-core](https://github.com/Azure/azure-sdk-for-python) from 1.37.0 to 1.38.0.
- [Release notes](https://github.com/Azure/azure-sdk-for-python/releases)
- [Commits](https://github.com/Azure/azure-sdk-for-python/compare/azure-core_1.37.0...azure-core_1.38.0)

---
updated-dependencies:
- dependency-name: azure-core
  dependency-version: 1.38.0
  dependency-type: indirect
...

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

* Python: Create/Get Agent API for OpenAI Assistants (#3208)

* Added provider implementation

* Added example with response format

* Small improvements

* Python: (AG-UI) Support service-managed thread on AG-UI  (#3136)

* added service thread support

* set service_thread_id to only supplied_thread_id

* uses raw_representation to extract the conversation_id

* removed accidental edit

* updated test to use raw_representation

* resolves copilot review feedback

* revert back StubAgent, since not used

* removed relative module import

* removed hasattr check per PR feedback

* Create/Get Agent API - fixes and example improvements (#3246)

* Fix merge conflicts

---------

Signed-off-by: dependabot[bot] <support@github.com>
Signed-off-by: Dina Suehiro Jones <dina.s.jones@intel.com>
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2683 lines
102 KiB
Python

# Copyright (c) Microsoft. All rights reserved.
# pyright: reportUnknownParameterType=false, reportUnknownArgumentType=false
# pyright: reportMissingParameterType=false, reportUnknownMemberType=false
# pyright: reportPrivateUsage=false, reportUnknownVariableType=false
# pyright: reportGeneralTypeIssues=false
from dataclasses import dataclass
from typing import Any
from unittest.mock import AsyncMock, MagicMock
import pytest
from agent_framework_declarative._workflows import (
ActionComplete,
ActionTrigger,
DeclarativeWorkflowState,
)
from agent_framework_declarative._workflows._declarative_base import (
ConditionResult,
LoopControl,
LoopIterationResult,
)
# ---------------------------------------------------------------------------
# Fixtures
# ---------------------------------------------------------------------------
@pytest.fixture
def mock_shared_state() -> MagicMock:
"""Create a mock shared state with async get/set/delete methods."""
shared_state = MagicMock()
shared_state._data = {}
async def mock_get(key: str) -> Any:
if key not in shared_state._data:
raise KeyError(key)
return shared_state._data[key]
async def mock_set(key: str, value: Any) -> None:
shared_state._data[key] = value
async def mock_delete(key: str) -> None:
if key in shared_state._data:
del shared_state._data[key]
shared_state.get = AsyncMock(side_effect=mock_get)
shared_state.set = AsyncMock(side_effect=mock_set)
shared_state.delete = AsyncMock(side_effect=mock_delete)
return shared_state
@pytest.fixture
def mock_context(mock_shared_state: MagicMock) -> MagicMock:
"""Create a mock workflow context."""
ctx = MagicMock()
ctx.shared_state = mock_shared_state
ctx.send_message = AsyncMock()
ctx.yield_output = AsyncMock()
ctx.request_info = AsyncMock()
return ctx
# ---------------------------------------------------------------------------
# DeclarativeWorkflowState Tests - Covering _base.py gaps
# ---------------------------------------------------------------------------
class TestDeclarativeWorkflowStateExtended:
"""Extended tests for DeclarativeWorkflowState covering uncovered code paths."""
async def test_get_with_local_namespace(self, mock_shared_state):
"""Test Local. namespace mapping."""
state = DeclarativeWorkflowState(mock_shared_state)
await state.initialize()
await state.set("Local.myVar", "value123")
# Access via Local. namespace
result = await state.get("Local.myVar")
assert result == "value123"
async def test_get_with_system_namespace(self, mock_shared_state):
"""Test System. namespace mapping."""
state = DeclarativeWorkflowState(mock_shared_state)
await state.initialize()
await state.set("System.ConversationId", "conv-123")
result = await state.get("System.ConversationId")
assert result == "conv-123"
async def test_get_with_workflow_namespace(self, mock_shared_state):
"""Test Workflow. namespace mapping."""
state = DeclarativeWorkflowState(mock_shared_state)
await state.initialize({"query": "test"})
result = await state.get("Workflow.Inputs.query")
assert result == "test"
async def test_get_with_inputs_shorthand(self, mock_shared_state):
"""Test inputs. shorthand namespace mapping."""
state = DeclarativeWorkflowState(mock_shared_state)
await state.initialize({"query": "test"})
result = await state.get("Workflow.Inputs.query")
assert result == "test"
async def test_get_agent_namespace(self, mock_shared_state):
"""Test agent namespace access."""
state = DeclarativeWorkflowState(mock_shared_state)
await state.initialize()
await state.set("Agent.response", "Hello!")
result = await state.get("Agent.response")
assert result == "Hello!"
async def test_get_conversation_namespace(self, mock_shared_state):
"""Test conversation namespace access."""
state = DeclarativeWorkflowState(mock_shared_state)
await state.initialize()
await state.set("Conversation.messages", [{"role": "user", "text": "hi"}])
result = await state.get("Conversation.messages")
assert result == [{"role": "user", "text": "hi"}]
async def test_get_custom_namespace(self, mock_shared_state):
"""Test custom namespace access."""
state = DeclarativeWorkflowState(mock_shared_state)
await state.initialize()
# Set via direct state data manipulation to create custom namespace
state_data = await state.get_state_data()
state_data["Custom"] = {"myns": {"value": 42}}
await state.set_state_data(state_data)
result = await state.get("myns.value")
assert result == 42
async def test_get_object_attribute_access(self, mock_shared_state):
"""Test accessing object attributes via hasattr/getattr path."""
@dataclass
class MockObj:
name: str
value: int
state = DeclarativeWorkflowState(mock_shared_state)
await state.initialize()
await state.set("Local.obj", MockObj(name="test", value=99))
result = await state.get("Local.obj.name")
assert result == "test"
async def test_set_with_local_namespace(self, mock_shared_state):
"""Test Local. namespace mapping for set."""
state = DeclarativeWorkflowState(mock_shared_state)
await state.initialize()
await state.set("Local.myVar", "value123")
result = await state.get("Local.myVar")
assert result == "value123"
async def test_set_with_system_namespace(self, mock_shared_state):
"""Test System. namespace mapping for set."""
state = DeclarativeWorkflowState(mock_shared_state)
await state.initialize()
await state.set("System.ConversationId", "conv-456")
result = await state.get("System.ConversationId")
assert result == "conv-456"
async def test_set_workflow_outputs(self, mock_shared_state):
"""Test setting workflow outputs."""
state = DeclarativeWorkflowState(mock_shared_state)
await state.initialize()
await state.set("Workflow.Outputs.result", "done")
outputs = await state.get("Workflow.Outputs")
assert outputs.get("result") == "done"
async def test_set_workflow_inputs_raises_error(self, mock_shared_state):
"""Test that setting Workflow.Inputs raises an error (read-only)."""
state = DeclarativeWorkflowState(mock_shared_state)
await state.initialize({"query": "test"})
with pytest.raises(ValueError, match="Cannot modify Workflow.Inputs"):
await state.set("Workflow.Inputs.query", "modified")
async def test_set_workflow_directly_raises_error(self, mock_shared_state):
"""Test that setting 'Workflow' directly raises an error."""
state = DeclarativeWorkflowState(mock_shared_state)
await state.initialize()
with pytest.raises(ValueError, match="Cannot set 'Workflow' directly"):
await state.set("Workflow", {})
async def test_set_unknown_workflow_subnamespace_raises_error(self, mock_shared_state):
"""Test unknown workflow sub-namespace raises error."""
state = DeclarativeWorkflowState(mock_shared_state)
await state.initialize()
with pytest.raises(ValueError, match="Unknown Workflow namespace"):
await state.set("Workflow.unknown.field", "value")
async def test_set_creates_custom_namespace(self, mock_shared_state):
"""Test setting value in custom namespace creates it."""
state = DeclarativeWorkflowState(mock_shared_state)
await state.initialize()
await state.set("myns.field.nested", "value")
result = await state.get("myns.field.nested")
assert result == "value"
async def test_set_cannot_replace_entire_namespace(self, mock_shared_state):
"""Test that replacing entire namespace raises error."""
state = DeclarativeWorkflowState(mock_shared_state)
await state.initialize()
with pytest.raises(ValueError, match="Cannot replace entire namespace"):
await state.set("turn", {})
async def test_append_to_nonlist_raises_error(self, mock_shared_state):
"""Test appending to non-list raises error."""
state = DeclarativeWorkflowState(mock_shared_state)
await state.initialize()
await state.set("Local.scalar", "string value")
with pytest.raises(ValueError, match="Cannot append to non-list"):
await state.append("Local.scalar", "new item")
async def test_eval_empty_string(self, mock_shared_state):
"""Test evaluating empty string returns as-is."""
state = DeclarativeWorkflowState(mock_shared_state)
await state.initialize()
result = await state.eval("")
assert result == ""
async def test_eval_non_string_returns_as_is(self, mock_shared_state):
"""Test evaluating non-string returns as-is."""
state = DeclarativeWorkflowState(mock_shared_state)
await state.initialize()
# Cast to Any to test the runtime behavior with non-string inputs
result = await state.eval(42) # type: ignore[arg-type]
assert result == 42
result = await state.eval([1, 2, 3]) # type: ignore[arg-type]
assert result == [1, 2, 3]
async def test_eval_simple_and_operator(self, mock_shared_state):
"""Test simple And operator evaluation."""
state = DeclarativeWorkflowState(mock_shared_state)
await state.initialize()
await state.set("Local.a", True)
await state.set("Local.b", False)
result = await state.eval("=Local.a And Local.b")
assert result is False
await state.set("Local.b", True)
result = await state.eval("=Local.a And Local.b")
assert result is True
async def test_eval_simple_or_operator(self, mock_shared_state):
"""Test simple Or operator evaluation."""
state = DeclarativeWorkflowState(mock_shared_state)
await state.initialize()
await state.set("Local.a", True)
await state.set("Local.b", False)
result = await state.eval("=Local.a Or Local.b")
assert result is True
await state.set("Local.a", False)
result = await state.eval("=Local.a Or Local.b")
assert result is False
async def test_eval_negation(self, mock_shared_state):
"""Test negation (!) evaluation."""
state = DeclarativeWorkflowState(mock_shared_state)
await state.initialize()
await state.set("Local.flag", True)
result = await state.eval("=!Local.flag")
assert result is False
async def test_eval_not_function(self, mock_shared_state):
"""Test Not() function evaluation."""
state = DeclarativeWorkflowState(mock_shared_state)
await state.initialize()
await state.set("Local.flag", True)
result = await state.eval("=Not(Local.flag)")
assert result is False
async def test_eval_comparison_operators(self, mock_shared_state):
"""Test comparison operators."""
state = DeclarativeWorkflowState(mock_shared_state)
await state.initialize()
await state.set("Local.x", 5)
await state.set("Local.y", 10)
assert await state.eval("=Local.x < Local.y") is True
assert await state.eval("=Local.x > Local.y") is False
assert await state.eval("=Local.x <= 5") is True
assert await state.eval("=Local.x >= 5") is True
assert await state.eval("=Local.x <> Local.y") is True
assert await state.eval("=Local.x = 5") is True
async def test_eval_arithmetic_operators(self, mock_shared_state):
"""Test arithmetic operators."""
state = DeclarativeWorkflowState(mock_shared_state)
await state.initialize()
await state.set("Local.x", 10)
await state.set("Local.y", 3)
assert await state.eval("=Local.x + Local.y") == 13
assert await state.eval("=Local.x - Local.y") == 7
assert await state.eval("=Local.x * Local.y") == 30
assert await state.eval("=Local.x / Local.y") == pytest.approx(3.333, rel=0.01)
async def test_eval_string_literal(self, mock_shared_state):
"""Test string literal evaluation."""
state = DeclarativeWorkflowState(mock_shared_state)
await state.initialize()
result = await state.eval('="hello world"')
assert result == "hello world"
async def test_eval_float_literal(self, mock_shared_state):
"""Test float literal evaluation."""
from decimal import Decimal
state = DeclarativeWorkflowState(mock_shared_state)
await state.initialize()
result = await state.eval("=3.14")
# Accepts both float (Python fallback) and Decimal (pythonnet/PowerFx)
assert result == 3.14 or result == Decimal("3.14")
async def test_eval_variable_reference_with_namespace_mappings(self, mock_shared_state):
"""Test variable reference with PowerFx symbols."""
state = DeclarativeWorkflowState(mock_shared_state)
await state.initialize({"query": "test"})
await state.set("Local.myVar", "localValue")
# Test Local namespace (PowerFx symbol)
result = await state.eval("=Local.myVar")
assert result == "localValue"
# Test Workflow.Inputs (PowerFx symbol)
result = await state.eval("=Workflow.Inputs.query")
assert result == "test"
async def test_eval_if_expression_with_dict(self, mock_shared_state):
"""Test eval_if_expression recursively evaluates dicts."""
state = DeclarativeWorkflowState(mock_shared_state)
await state.initialize()
await state.set("Local.name", "Alice")
result = await state.eval_if_expression({"greeting": "=Local.name", "static": "hello"})
assert result == {"greeting": "Alice", "static": "hello"}
async def test_eval_if_expression_with_list(self, mock_shared_state):
"""Test eval_if_expression recursively evaluates lists."""
state = DeclarativeWorkflowState(mock_shared_state)
await state.initialize()
await state.set("Local.x", 10)
result = await state.eval_if_expression(["=Local.x", "static", "=5"])
assert result == [10, "static", 5]
async def test_interpolate_string_with_local_vars(self, mock_shared_state):
"""Test string interpolation with Local. variables."""
state = DeclarativeWorkflowState(mock_shared_state)
await state.initialize()
await state.set("Local.TicketId", "TKT-001")
await state.set("Local.TeamName", "Support")
result = await state.interpolate_string("Created ticket #{Local.TicketId} for team {Local.TeamName}")
assert result == "Created ticket #TKT-001 for team Support"
async def test_interpolate_string_with_system_vars(self, mock_shared_state):
"""Test string interpolation with System. variables."""
state = DeclarativeWorkflowState(mock_shared_state)
await state.initialize()
await state.set("System.ConversationId", "conv-789")
result = await state.interpolate_string("Conversation: {System.ConversationId}")
assert result == "Conversation: conv-789"
async def test_interpolate_string_with_none_value(self, mock_shared_state):
"""Test string interpolation with None value returns empty string."""
state = DeclarativeWorkflowState(mock_shared_state)
await state.initialize()
result = await state.interpolate_string("Value: {Local.Missing}")
assert result == "Value: "
# ---------------------------------------------------------------------------
# Basic Executors Tests - Covering _executors_basic.py gaps
# ---------------------------------------------------------------------------
class TestBasicExecutorsCoverage:
"""Tests for basic executors covering uncovered code paths."""
async def test_set_variable_executor(self, mock_context, mock_shared_state):
"""Test SetVariableExecutor (distinct from SetValueExecutor)."""
from agent_framework_declarative._workflows._executors_basic import (
SetVariableExecutor,
)
state = DeclarativeWorkflowState(mock_shared_state)
await state.initialize()
action_def = {
"kind": "SetVariable",
"variable": "Local.result",
"value": "test value",
}
executor = SetVariableExecutor(action_def)
await executor.handle_action(ActionTrigger(), mock_context)
result = await state.get("Local.result")
assert result == "test value"
async def test_set_variable_executor_with_nested_variable(self, mock_context, mock_shared_state):
"""Test SetVariableExecutor with nested variable object."""
from agent_framework_declarative._workflows._executors_basic import (
SetVariableExecutor,
)
state = DeclarativeWorkflowState(mock_shared_state)
await state.initialize()
action_def = {
"kind": "SetVariable",
"variable": {"path": "Local.nested"},
"value": 42,
}
executor = SetVariableExecutor(action_def)
await executor.handle_action(ActionTrigger(), mock_context)
result = await state.get("Local.nested")
assert result == 42
async def test_set_text_variable_executor(self, mock_context, mock_shared_state):
"""Test SetTextVariableExecutor."""
from agent_framework_declarative._workflows._executors_basic import (
SetTextVariableExecutor,
)
state = DeclarativeWorkflowState(mock_shared_state)
await state.initialize()
await state.set("Local.name", "World")
action_def = {
"kind": "SetTextVariable",
"variable": "Local.greeting",
"text": "=Local.name",
}
executor = SetTextVariableExecutor(action_def)
await executor.handle_action(ActionTrigger(), mock_context)
result = await state.get("Local.greeting")
assert result == "World"
async def test_set_multiple_variables_executor(self, mock_context, mock_shared_state):
"""Test SetMultipleVariablesExecutor."""
from agent_framework_declarative._workflows._executors_basic import (
SetMultipleVariablesExecutor,
)
state = DeclarativeWorkflowState(mock_shared_state)
await state.initialize()
action_def = {
"kind": "SetMultipleVariables",
"assignments": [
{"variable": "Local.a", "value": 1},
{"variable": {"path": "Local.b"}, "value": 2},
{"path": "Local.c", "value": 3},
],
}
executor = SetMultipleVariablesExecutor(action_def)
await executor.handle_action(ActionTrigger(), mock_context)
assert await state.get("Local.a") == 1
assert await state.get("Local.b") == 2
assert await state.get("Local.c") == 3
async def test_append_value_executor(self, mock_context, mock_shared_state):
"""Test AppendValueExecutor."""
from agent_framework_declarative._workflows._executors_basic import (
AppendValueExecutor,
)
state = DeclarativeWorkflowState(mock_shared_state)
await state.initialize()
await state.set("Local.items", ["a"])
action_def = {
"kind": "AppendValue",
"path": "Local.items",
"value": "b",
}
executor = AppendValueExecutor(action_def)
await executor.handle_action(ActionTrigger(), mock_context)
result = await state.get("Local.items")
assert result == ["a", "b"]
async def test_reset_variable_executor(self, mock_context, mock_shared_state):
"""Test ResetVariableExecutor."""
from agent_framework_declarative._workflows._executors_basic import (
ResetVariableExecutor,
)
state = DeclarativeWorkflowState(mock_shared_state)
await state.initialize()
await state.set("Local.myVar", "some value")
action_def = {
"kind": "ResetVariable",
"variable": "Local.myVar",
}
executor = ResetVariableExecutor(action_def)
await executor.handle_action(ActionTrigger(), mock_context)
result = await state.get("Local.myVar")
assert result is None
async def test_clear_all_variables_executor(self, mock_context, mock_shared_state):
"""Test ClearAllVariablesExecutor."""
from agent_framework_declarative._workflows._executors_basic import (
ClearAllVariablesExecutor,
)
state = DeclarativeWorkflowState(mock_shared_state)
await state.initialize()
await state.set("Local.a", 1)
await state.set("Local.b", 2)
action_def = {"kind": "ClearAllVariables"}
executor = ClearAllVariablesExecutor(action_def)
await executor.handle_action(ActionTrigger(), mock_context)
# Turn namespace should be cleared
assert await state.get("Local.a") is None
assert await state.get("Local.b") is None
async def test_send_activity_with_dict_activity(self, mock_context, mock_shared_state):
"""Test SendActivityExecutor with dict activity containing text field."""
from agent_framework_declarative._workflows._executors_basic import (
SendActivityExecutor,
)
state = DeclarativeWorkflowState(mock_shared_state)
await state.initialize()
await state.set("Local.name", "Alice")
action_def = {
"kind": "SendActivity",
"activity": {"text": "Hello, {Local.name}!"},
}
executor = SendActivityExecutor(action_def)
await executor.handle_action(ActionTrigger(), mock_context)
mock_context.yield_output.assert_called_once_with("Hello, Alice!")
async def test_send_activity_with_string_activity(self, mock_context, mock_shared_state):
"""Test SendActivityExecutor with string activity."""
from agent_framework_declarative._workflows._executors_basic import (
SendActivityExecutor,
)
state = DeclarativeWorkflowState(mock_shared_state)
await state.initialize()
action_def = {
"kind": "SendActivity",
"activity": "Plain text message",
}
executor = SendActivityExecutor(action_def)
await executor.handle_action(ActionTrigger(), mock_context)
mock_context.yield_output.assert_called_once_with("Plain text message")
async def test_send_activity_with_expression(self, mock_context, mock_shared_state):
"""Test SendActivityExecutor evaluates expressions."""
from agent_framework_declarative._workflows._executors_basic import (
SendActivityExecutor,
)
state = DeclarativeWorkflowState(mock_shared_state)
await state.initialize()
await state.set("Local.msg", "Dynamic message")
action_def = {
"kind": "SendActivity",
"activity": "=Local.msg",
}
executor = SendActivityExecutor(action_def)
await executor.handle_action(ActionTrigger(), mock_context)
mock_context.yield_output.assert_called_once_with("Dynamic message")
async def test_emit_event_executor_graph_mode(self, mock_context, mock_shared_state):
"""Test EmitEventExecutor with graph-mode schema (eventName/eventValue)."""
from agent_framework_declarative._workflows._executors_basic import (
EmitEventExecutor,
)
state = DeclarativeWorkflowState(mock_shared_state)
await state.initialize()
action_def = {
"kind": "EmitEvent",
"eventName": "myEvent",
"eventValue": {"key": "value"},
}
executor = EmitEventExecutor(action_def)
await executor.handle_action(ActionTrigger(), mock_context)
mock_context.yield_output.assert_called_once()
event_data = mock_context.yield_output.call_args[0][0]
assert event_data["eventName"] == "myEvent"
assert event_data["eventValue"] == {"key": "value"}
async def test_emit_event_executor_interpreter_mode(self, mock_context, mock_shared_state):
"""Test EmitEventExecutor with interpreter-mode schema (event.name/event.data)."""
from agent_framework_declarative._workflows._executors_basic import (
EmitEventExecutor,
)
state = DeclarativeWorkflowState(mock_shared_state)
await state.initialize()
action_def = {
"kind": "EmitEvent",
"event": {
"name": "interpreterEvent",
"data": {"payload": "test"},
},
}
executor = EmitEventExecutor(action_def)
await executor.handle_action(ActionTrigger(), mock_context)
mock_context.yield_output.assert_called_once()
event_data = mock_context.yield_output.call_args[0][0]
assert event_data["eventName"] == "interpreterEvent"
assert event_data["eventValue"] == {"payload": "test"}
# ---------------------------------------------------------------------------
# Agent Executors Tests - Covering _executors_agents.py gaps
# ---------------------------------------------------------------------------
class TestAgentExecutorsCoverage:
"""Tests for agent executors covering uncovered code paths."""
async def test_normalize_variable_path_all_cases(self):
"""Test _normalize_variable_path with all namespace prefixes."""
from agent_framework_declarative._workflows._executors_agents import (
_normalize_variable_path,
)
# Local. -> Local. (unchanged)
assert _normalize_variable_path("Local.MyVar") == "Local.MyVar"
# System. -> System. (unchanged)
assert _normalize_variable_path("System.ConvId") == "System.ConvId"
# Workflow. -> Workflow. (unchanged)
assert _normalize_variable_path("Workflow.Outputs.result") == "Workflow.Outputs.result"
# Already has a namespace with dots - pass through
assert _normalize_variable_path("custom.existing") == "custom.existing"
# No namespace - default to Local.
assert _normalize_variable_path("simpleVar") == "Local.simpleVar"
async def test_agent_executor_get_agent_name_string(self, mock_context, mock_shared_state):
"""Test agent name extraction from simple string config."""
from agent_framework_declarative._workflows._executors_agents import (
InvokeAzureAgentExecutor,
)
action_def = {
"kind": "InvokeAzureAgent",
"agent": "MyAgent",
}
executor = InvokeAzureAgentExecutor(action_def)
state = DeclarativeWorkflowState(mock_shared_state)
await state.initialize()
name = executor._get_agent_name(state)
assert name == "MyAgent"
async def test_agent_executor_get_agent_name_dict(self, mock_context, mock_shared_state):
"""Test agent name extraction from nested dict config."""
from agent_framework_declarative._workflows._executors_agents import (
InvokeAzureAgentExecutor,
)
action_def = {
"kind": "InvokeAzureAgent",
"agent": {"name": "NestedAgent"},
}
executor = InvokeAzureAgentExecutor(action_def)
state = DeclarativeWorkflowState(mock_shared_state)
await state.initialize()
name = executor._get_agent_name(state)
assert name == "NestedAgent"
async def test_agent_executor_get_agent_name_legacy(self, mock_context, mock_shared_state):
"""Test agent name extraction from agentName (legacy)."""
from agent_framework_declarative._workflows._executors_agents import (
InvokeAzureAgentExecutor,
)
action_def = {
"kind": "InvokeAzureAgent",
"agentName": "LegacyAgent",
}
executor = InvokeAzureAgentExecutor(action_def)
state = DeclarativeWorkflowState(mock_shared_state)
await state.initialize()
name = executor._get_agent_name(state)
assert name == "LegacyAgent"
async def test_agent_executor_get_input_config_simple(self, mock_context, mock_shared_state):
"""Test input config parsing with simple non-dict input."""
from agent_framework_declarative._workflows._executors_agents import (
InvokeAzureAgentExecutor,
)
action_def = {
"kind": "InvokeAzureAgent",
"agent": "TestAgent",
"input": "simple string input",
}
executor = InvokeAzureAgentExecutor(action_def)
args, messages, external_loop, max_iterations = executor._get_input_config()
assert args == {}
assert messages == "simple string input"
assert external_loop is None
assert max_iterations == 100 # Default
async def test_agent_executor_get_input_config_full(self, mock_context, mock_shared_state):
"""Test input config parsing with full structured input."""
from agent_framework_declarative._workflows._executors_agents import (
InvokeAzureAgentExecutor,
)
action_def = {
"kind": "InvokeAzureAgent",
"agent": "TestAgent",
"input": {
"arguments": {"param1": "=Local.value"},
"messages": "=conversation.messages",
"externalLoop": {"when": "=Local.needsMore", "maxIterations": 50},
},
}
executor = InvokeAzureAgentExecutor(action_def)
args, messages, external_loop, max_iterations = executor._get_input_config()
assert args == {"param1": "=Local.value"}
assert messages == "=conversation.messages"
assert external_loop == "=Local.needsMore"
assert max_iterations == 50
async def test_agent_executor_get_output_config_simple(self, mock_context, mock_shared_state):
"""Test output config parsing with simple resultProperty."""
from agent_framework_declarative._workflows._executors_agents import (
InvokeAzureAgentExecutor,
)
action_def = {
"kind": "InvokeAzureAgent",
"agent": "TestAgent",
"resultProperty": "Local.result",
}
executor = InvokeAzureAgentExecutor(action_def)
messages_var, response_obj, result_prop, auto_send = executor._get_output_config()
assert messages_var is None
assert response_obj is None
assert result_prop == "Local.result"
assert auto_send is True
async def test_agent_executor_get_output_config_full(self, mock_context, mock_shared_state):
"""Test output config parsing with full structured output."""
from agent_framework_declarative._workflows._executors_agents import (
InvokeAzureAgentExecutor,
)
action_def = {
"kind": "InvokeAzureAgent",
"agent": "TestAgent",
"output": {
"messages": "Local.ResponseMessages",
"responseObject": "Local.ParsedResponse",
"property": "Local.result",
"autoSend": False,
},
}
executor = InvokeAzureAgentExecutor(action_def)
messages_var, response_obj, result_prop, auto_send = executor._get_output_config()
assert messages_var == "Local.ResponseMessages"
assert response_obj == "Local.ParsedResponse"
assert result_prop == "Local.result"
assert auto_send is False
async def test_agent_executor_build_input_text_from_string_messages(self, mock_context, mock_shared_state):
"""Test _build_input_text with string messages expression."""
from agent_framework_declarative._workflows._executors_agents import (
InvokeAzureAgentExecutor,
)
state = DeclarativeWorkflowState(mock_shared_state)
await state.initialize()
await state.set("Local.userInput", "Hello agent!")
action_def = {"kind": "InvokeAzureAgent", "agent": "Test"}
executor = InvokeAzureAgentExecutor(action_def)
input_text = await executor._build_input_text(state, {}, "=Local.userInput")
assert input_text == "Hello agent!"
async def test_agent_executor_build_input_text_from_message_list(self, mock_context, mock_shared_state):
"""Test _build_input_text extracts text from message list."""
from agent_framework_declarative._workflows._executors_agents import (
InvokeAzureAgentExecutor,
)
state = DeclarativeWorkflowState(mock_shared_state)
await state.initialize()
await state.set(
"Conversation.messages",
[
{"role": "user", "content": "First"},
{"role": "assistant", "content": "Response"},
{"role": "user", "content": "Last message"},
],
)
action_def = {"kind": "InvokeAzureAgent", "agent": "Test"}
executor = InvokeAzureAgentExecutor(action_def)
input_text = await executor._build_input_text(state, {}, "=Conversation.messages")
assert input_text == "Last message"
async def test_agent_executor_build_input_text_from_message_with_text_attr(self, mock_context, mock_shared_state):
"""Test _build_input_text extracts text from message with text attribute."""
from agent_framework_declarative._workflows._executors_agents import (
InvokeAzureAgentExecutor,
)
state = DeclarativeWorkflowState(mock_shared_state)
await state.initialize()
await state.set("Local.messages", [{"text": "From attribute"}])
action_def = {"kind": "InvokeAzureAgent", "agent": "Test"}
executor = InvokeAzureAgentExecutor(action_def)
input_text = await executor._build_input_text(state, {}, "=Local.messages")
assert input_text == "From attribute"
async def test_agent_executor_build_input_text_fallback_chain(self, mock_context, mock_shared_state):
"""Test _build_input_text fallback chain when no messages expression."""
from agent_framework_declarative._workflows._executors_agents import (
InvokeAzureAgentExecutor,
)
state = DeclarativeWorkflowState(mock_shared_state)
await state.initialize({"query": "workflow input"})
action_def = {"kind": "InvokeAzureAgent", "agent": "Test"}
executor = InvokeAzureAgentExecutor(action_def)
# No messages_expr, so falls back to workflow.inputs
input_text = await executor._build_input_text(state, {}, None)
assert input_text == "workflow input"
async def test_agent_executor_build_input_text_from_system_last_message(self, mock_context, mock_shared_state):
"""Test _build_input_text falls back to system.LastMessage.Text."""
from agent_framework_declarative._workflows._executors_agents import (
InvokeAzureAgentExecutor,
)
state = DeclarativeWorkflowState(mock_shared_state)
await state.initialize()
await state.set("System.LastMessage", {"Text": "From last message"})
action_def = {"kind": "InvokeAzureAgent", "agent": "Test"}
executor = InvokeAzureAgentExecutor(action_def)
input_text = await executor._build_input_text(state, {}, None)
assert input_text == "From last message"
async def test_agent_executor_missing_agent_name(self, mock_context, mock_shared_state):
"""Test agent executor with missing agent name logs warning."""
from agent_framework_declarative._workflows._executors_agents import (
InvokeAzureAgentExecutor,
)
state = DeclarativeWorkflowState(mock_shared_state)
await state.initialize()
action_def = {"kind": "InvokeAzureAgent"} # No agent specified
executor = InvokeAzureAgentExecutor(action_def)
await executor.handle_action(ActionTrigger(), mock_context)
# Should complete without error
mock_context.send_message.assert_called_once()
msg = mock_context.send_message.call_args[0][0]
assert isinstance(msg, ActionComplete)
async def test_agent_executor_with_working_agent(self, mock_context, mock_shared_state):
"""Test agent executor with a working mock agent."""
from agent_framework_declarative._workflows._executors_agents import (
InvokeAzureAgentExecutor,
)
# Create mock agent
@dataclass
class MockResult:
text: str
messages: list[Any]
mock_agent = MagicMock()
mock_agent.run = AsyncMock(return_value=MockResult(text="Agent response", messages=[]))
state = DeclarativeWorkflowState(mock_shared_state)
await state.initialize()
await state.set("Local.input", "User query")
action_def = {
"kind": "InvokeAzureAgent",
"agent": "TestAgent",
"resultProperty": "Local.result",
}
executor = InvokeAzureAgentExecutor(action_def, agents={"TestAgent": mock_agent})
await executor.handle_action(ActionTrigger(), mock_context)
# Verify agent was called
mock_agent.run.assert_called_once()
# Verify result was stored
result = await state.get("Local.result")
assert result == "Agent response"
# Verify agent state was set
assert await state.get("Agent.response") == "Agent response"
assert await state.get("Agent.name") == "TestAgent"
assert await state.get("Agent.text") == "Agent response"
async def test_agent_executor_with_agent_from_registry(self, mock_context, mock_shared_state):
"""Test agent executor retrieves agent from shared state registry."""
from agent_framework_declarative._workflows._executors_agents import (
AGENT_REGISTRY_KEY,
InvokeAzureAgentExecutor,
)
# Create mock agent
@dataclass
class MockResult:
text: str
messages: list[Any]
mock_agent = MagicMock()
mock_agent.run = AsyncMock(return_value=MockResult(text="Registry agent", messages=[]))
# Store in registry
mock_shared_state._data[AGENT_REGISTRY_KEY] = {"RegistryAgent": mock_agent}
state = DeclarativeWorkflowState(mock_shared_state)
await state.initialize()
await state.set("Local.input", "Query")
action_def = {
"kind": "InvokeAzureAgent",
"agent": "RegistryAgent",
}
executor = InvokeAzureAgentExecutor(action_def)
await executor.handle_action(ActionTrigger(), mock_context)
mock_agent.run.assert_called_once()
async def test_agent_executor_parses_json_response(self, mock_context, mock_shared_state):
"""Test agent executor parses JSON response into responseObject."""
from agent_framework_declarative._workflows._executors_agents import (
InvokeAzureAgentExecutor,
)
@dataclass
class MockResult:
text: str
messages: list[Any]
mock_agent = MagicMock()
mock_agent.run = AsyncMock(return_value=MockResult(text='{"status": "ok", "count": 42}', messages=[]))
state = DeclarativeWorkflowState(mock_shared_state)
await state.initialize()
await state.set("Local.input", "Query")
action_def = {
"kind": "InvokeAzureAgent",
"agent": "TestAgent",
"output": {
"responseObject": "Local.Parsed",
},
}
executor = InvokeAzureAgentExecutor(action_def, agents={"TestAgent": mock_agent})
await executor.handle_action(ActionTrigger(), mock_context)
parsed = await state.get("Local.Parsed")
assert parsed == {"status": "ok", "count": 42}
async def test_invoke_tool_executor_not_found(self, mock_context, mock_shared_state):
"""Test InvokeToolExecutor when tool not found."""
from agent_framework_declarative._workflows._executors_agents import (
InvokeToolExecutor,
)
state = DeclarativeWorkflowState(mock_shared_state)
await state.initialize()
action_def = {
"kind": "InvokeTool",
"tool": "MissingTool",
"resultProperty": "Local.result",
}
executor = InvokeToolExecutor(action_def)
await executor.handle_action(ActionTrigger(), mock_context)
result = await state.get("Local.result")
assert result == {"error": "Tool 'MissingTool' not found in registry"}
async def test_invoke_tool_executor_sync_tool(self, mock_context, mock_shared_state):
"""Test InvokeToolExecutor with synchronous tool."""
from agent_framework_declarative._workflows._executors_agents import (
TOOL_REGISTRY_KEY,
InvokeToolExecutor,
)
def my_tool(x: int, y: int) -> int:
return x + y
mock_shared_state._data[TOOL_REGISTRY_KEY] = {"add": my_tool}
state = DeclarativeWorkflowState(mock_shared_state)
await state.initialize()
action_def = {
"kind": "InvokeTool",
"tool": "add",
"parameters": {"x": 5, "y": 3},
"resultProperty": "Local.result",
}
executor = InvokeToolExecutor(action_def)
await executor.handle_action(ActionTrigger(), mock_context)
result = await state.get("Local.result")
assert result == 8
async def test_invoke_tool_executor_async_tool(self, mock_context, mock_shared_state):
"""Test InvokeToolExecutor with asynchronous tool."""
from agent_framework_declarative._workflows._executors_agents import (
TOOL_REGISTRY_KEY,
InvokeToolExecutor,
)
async def my_async_tool(input: str) -> str:
return f"Processed: {input}"
mock_shared_state._data[TOOL_REGISTRY_KEY] = {"process": my_async_tool}
state = DeclarativeWorkflowState(mock_shared_state)
await state.initialize()
action_def = {
"kind": "InvokeTool",
"tool": "process",
"input": "test data",
"resultProperty": "Local.result",
}
executor = InvokeToolExecutor(action_def)
await executor.handle_action(ActionTrigger(), mock_context)
result = await state.get("Local.result")
assert result == "Processed: test data"
# ---------------------------------------------------------------------------
# Control Flow Executors Tests - Additional coverage
# ---------------------------------------------------------------------------
class TestControlFlowCoverage:
"""Tests for control flow executors covering uncovered code paths."""
async def test_foreach_with_source_alias(self, mock_context, mock_shared_state):
"""Test ForeachInitExecutor with 'source' alias (interpreter mode)."""
from agent_framework_declarative._workflows._executors_control_flow import (
ForeachInitExecutor,
)
state = DeclarativeWorkflowState(mock_shared_state)
await state.initialize()
await state.set("Local.data", [10, 20, 30])
action_def = {
"kind": "Foreach",
"source": "=Local.data",
"itemName": "item",
"indexName": "idx",
}
executor = ForeachInitExecutor(action_def)
await executor.handle_action(ActionTrigger(), mock_context)
msg = mock_context.send_message.call_args[0][0]
assert isinstance(msg, LoopIterationResult)
assert msg.has_next is True
assert msg.current_item == 10
assert msg.current_index == 0
async def test_foreach_next_continues_iteration(self, mock_context, mock_shared_state):
"""Test ForeachNextExecutor continues to next item."""
from agent_framework_declarative._workflows._executors_control_flow import (
LOOP_STATE_KEY,
ForeachNextExecutor,
)
state = DeclarativeWorkflowState(mock_shared_state)
await state.initialize()
await state.set("Local.data", ["a", "b", "c"])
# Set up loop state as ForeachInitExecutor would
state_data = await state.get_state_data()
state_data[LOOP_STATE_KEY] = {
"foreach_init": {
"items": ["a", "b", "c"],
"index": 0,
"length": 3,
}
}
await state.set_state_data(state_data)
action_def = {
"kind": "Foreach",
"itemsSource": "=Local.data",
"iteratorVariable": "Local.item",
}
executor = ForeachNextExecutor(action_def, init_executor_id="foreach_init")
await executor.handle_action(LoopIterationResult(has_next=True), mock_context)
msg = mock_context.send_message.call_args[0][0]
assert isinstance(msg, LoopIterationResult)
assert msg.current_index == 1
assert msg.current_item == "b"
async def test_switch_evaluator_with_value_cases(self, mock_context, mock_shared_state):
"""Test SwitchEvaluatorExecutor with value/cases schema."""
from agent_framework_declarative._workflows._executors_control_flow import (
SwitchEvaluatorExecutor,
)
state = DeclarativeWorkflowState(mock_shared_state)
await state.initialize()
await state.set("Local.status", "pending")
action_def = {
"kind": "Switch",
"value": "=Local.status",
}
cases = [
{"match": "active"},
{"match": "pending"},
]
executor = SwitchEvaluatorExecutor(action_def, cases=cases)
await executor.handle_action(ActionTrigger(), mock_context)
msg = mock_context.send_message.call_args[0][0]
assert isinstance(msg, ConditionResult)
assert msg.matched is True
assert msg.branch_index == 1 # Second case matched
async def test_switch_evaluator_default_case(self, mock_context, mock_shared_state):
"""Test SwitchEvaluatorExecutor falls through to default."""
from agent_framework_declarative._workflows._executors_control_flow import (
SwitchEvaluatorExecutor,
)
state = DeclarativeWorkflowState(mock_shared_state)
await state.initialize()
await state.set("Local.status", "unknown")
action_def = {
"kind": "Switch",
"value": "=Local.status",
}
cases = [
{"match": "active"},
{"match": "pending"},
]
executor = SwitchEvaluatorExecutor(action_def, cases=cases)
await executor.handle_action(ActionTrigger(), mock_context)
msg = mock_context.send_message.call_args[0][0]
assert isinstance(msg, ConditionResult)
assert msg.matched is False
assert msg.branch_index == -1 # Default case
async def test_switch_evaluator_no_value(self, mock_context, mock_shared_state):
"""Test SwitchEvaluatorExecutor with no value defaults to else."""
from agent_framework_declarative._workflows._executors_control_flow import (
SwitchEvaluatorExecutor,
)
state = DeclarativeWorkflowState(mock_shared_state)
await state.initialize()
action_def = {"kind": "Switch"} # No value
cases = [{"match": "x"}]
executor = SwitchEvaluatorExecutor(action_def, cases=cases)
await executor.handle_action(ActionTrigger(), mock_context)
msg = mock_context.send_message.call_args[0][0]
assert isinstance(msg, ConditionResult)
assert msg.branch_index == -1
async def test_join_executor_accepts_condition_result(self, mock_context, mock_shared_state):
"""Test JoinExecutor accepts ConditionResult as trigger."""
from agent_framework_declarative._workflows._executors_control_flow import (
JoinExecutor,
)
state = DeclarativeWorkflowState(mock_shared_state)
await state.initialize()
action_def = {"kind": "_Join"}
executor = JoinExecutor(action_def)
# Trigger with ConditionResult
await executor.handle_action(ConditionResult(matched=True, branch_index=0), mock_context)
msg = mock_context.send_message.call_args[0][0]
assert isinstance(msg, ActionComplete)
async def test_break_loop_executor(self, mock_context, mock_shared_state):
"""Test BreakLoopExecutor emits LoopControl."""
from agent_framework_declarative._workflows._executors_control_flow import (
BreakLoopExecutor,
)
state = DeclarativeWorkflowState(mock_shared_state)
await state.initialize()
action_def = {"kind": "BreakLoop"}
executor = BreakLoopExecutor(action_def, loop_next_executor_id="loop_next")
await executor.handle_action(ActionTrigger(), mock_context)
msg = mock_context.send_message.call_args[0][0]
assert isinstance(msg, LoopControl)
assert msg.action == "break"
async def test_continue_loop_executor(self, mock_context, mock_shared_state):
"""Test ContinueLoopExecutor emits LoopControl."""
from agent_framework_declarative._workflows._executors_control_flow import (
ContinueLoopExecutor,
)
state = DeclarativeWorkflowState(mock_shared_state)
await state.initialize()
action_def = {"kind": "ContinueLoop"}
executor = ContinueLoopExecutor(action_def, loop_next_executor_id="loop_next")
await executor.handle_action(ActionTrigger(), mock_context)
msg = mock_context.send_message.call_args[0][0]
assert isinstance(msg, LoopControl)
assert msg.action == "continue"
async def test_foreach_next_no_loop_state(self, mock_context, mock_shared_state):
"""Test ForeachNextExecutor with missing loop state."""
from agent_framework_declarative._workflows._executors_control_flow import (
ForeachNextExecutor,
)
state = DeclarativeWorkflowState(mock_shared_state)
await state.initialize()
action_def = {
"kind": "Foreach",
"itemsSource": "=Local.data",
"iteratorVariable": "Local.item",
}
executor = ForeachNextExecutor(action_def, init_executor_id="missing_loop")
await executor.handle_action(ActionTrigger(), mock_context)
msg = mock_context.send_message.call_args[0][0]
assert isinstance(msg, LoopIterationResult)
assert msg.has_next is False
async def test_foreach_next_loop_complete(self, mock_context, mock_shared_state):
"""Test ForeachNextExecutor when loop is complete."""
from agent_framework_declarative._workflows._executors_control_flow import (
LOOP_STATE_KEY,
ForeachNextExecutor,
)
state = DeclarativeWorkflowState(mock_shared_state)
await state.initialize()
# Set up loop state at last item
state_data = await state.get_state_data()
state_data[LOOP_STATE_KEY] = {
"loop_id": {
"items": ["a", "b"],
"index": 1, # Already at last item
"length": 2,
}
}
await state.set_state_data(state_data)
action_def = {
"kind": "Foreach",
"itemsSource": "=Local.data",
"iteratorVariable": "Local.item",
}
executor = ForeachNextExecutor(action_def, init_executor_id="loop_id")
await executor.handle_action(ActionTrigger(), mock_context)
msg = mock_context.send_message.call_args[0][0]
assert isinstance(msg, LoopIterationResult)
assert msg.has_next is False
async def test_foreach_next_handle_break_control(self, mock_context, mock_shared_state):
"""Test ForeachNextExecutor handles break LoopControl."""
from agent_framework_declarative._workflows._executors_control_flow import (
LOOP_STATE_KEY,
ForeachNextExecutor,
)
state = DeclarativeWorkflowState(mock_shared_state)
await state.initialize()
# Set up loop state
state_data = await state.get_state_data()
state_data[LOOP_STATE_KEY] = {
"loop_id": {
"items": ["a", "b", "c"],
"index": 0,
"length": 3,
}
}
await state.set_state_data(state_data)
action_def = {
"kind": "Foreach",
"itemsSource": "=Local.data",
"iteratorVariable": "Local.item",
}
executor = ForeachNextExecutor(action_def, init_executor_id="loop_id")
await executor.handle_loop_control(LoopControl(action="break"), mock_context)
msg = mock_context.send_message.call_args[0][0]
assert isinstance(msg, LoopIterationResult)
assert msg.has_next is False
async def test_foreach_next_handle_continue_control(self, mock_context, mock_shared_state):
"""Test ForeachNextExecutor handles continue LoopControl."""
from agent_framework_declarative._workflows._executors_control_flow import (
LOOP_STATE_KEY,
ForeachNextExecutor,
)
state = DeclarativeWorkflowState(mock_shared_state)
await state.initialize()
# Set up loop state
state_data = await state.get_state_data()
state_data[LOOP_STATE_KEY] = {
"loop_id": {
"items": ["a", "b", "c"],
"index": 0,
"length": 3,
}
}
await state.set_state_data(state_data)
action_def = {
"kind": "Foreach",
"itemsSource": "=Local.data",
"iteratorVariable": "Local.item",
}
executor = ForeachNextExecutor(action_def, init_executor_id="loop_id")
await executor.handle_loop_control(LoopControl(action="continue"), mock_context)
msg = mock_context.send_message.call_args[0][0]
assert isinstance(msg, LoopIterationResult)
assert msg.has_next is True
assert msg.current_index == 1
async def test_end_workflow_executor(self, mock_context, mock_shared_state):
"""Test EndWorkflowExecutor does not send continuation."""
from agent_framework_declarative._workflows._executors_control_flow import (
EndWorkflowExecutor,
)
state = DeclarativeWorkflowState(mock_shared_state)
await state.initialize()
action_def = {"kind": "EndWorkflow"}
executor = EndWorkflowExecutor(action_def)
await executor.handle_action(ActionTrigger(), mock_context)
# Should NOT send any message
mock_context.send_message.assert_not_called()
async def test_end_conversation_executor(self, mock_context, mock_shared_state):
"""Test EndConversationExecutor does not send continuation."""
from agent_framework_declarative._workflows._executors_control_flow import (
EndConversationExecutor,
)
state = DeclarativeWorkflowState(mock_shared_state)
await state.initialize()
action_def = {"kind": "EndConversation"}
executor = EndConversationExecutor(action_def)
await executor.handle_action(ActionTrigger(), mock_context)
# Should NOT send any message
mock_context.send_message.assert_not_called()
async def test_condition_group_evaluator_first_match(self, mock_context, mock_shared_state):
"""Test ConditionGroupEvaluatorExecutor returns first match."""
from agent_framework_declarative._workflows._executors_control_flow import (
ConditionGroupEvaluatorExecutor,
)
state = DeclarativeWorkflowState(mock_shared_state)
await state.initialize()
await state.set("Local.x", 10)
action_def = {"kind": "ConditionGroup"}
conditions = [
{"condition": "=Local.x > 20"},
{"condition": "=Local.x > 5"},
{"condition": "=Local.x > 0"},
]
executor = ConditionGroupEvaluatorExecutor(action_def, conditions=conditions)
await executor.handle_action(ActionTrigger(), mock_context)
msg = mock_context.send_message.call_args[0][0]
assert isinstance(msg, ConditionResult)
assert msg.matched is True
assert msg.branch_index == 1 # Second condition (x > 5) is first match
async def test_condition_group_evaluator_no_match(self, mock_context, mock_shared_state):
"""Test ConditionGroupEvaluatorExecutor with no matches."""
from agent_framework_declarative._workflows._executors_control_flow import (
ConditionGroupEvaluatorExecutor,
)
state = DeclarativeWorkflowState(mock_shared_state)
await state.initialize()
await state.set("Local.x", 0)
action_def = {"kind": "ConditionGroup"}
conditions = [
{"condition": "=Local.x > 10"},
{"condition": "=Local.x > 5"},
]
executor = ConditionGroupEvaluatorExecutor(action_def, conditions=conditions)
await executor.handle_action(ActionTrigger(), mock_context)
msg = mock_context.send_message.call_args[0][0]
assert isinstance(msg, ConditionResult)
assert msg.matched is False
assert msg.branch_index == -1
async def test_condition_group_evaluator_boolean_true_condition(self, mock_context, mock_shared_state):
"""Test ConditionGroupEvaluatorExecutor with boolean True condition."""
from agent_framework_declarative._workflows._executors_control_flow import (
ConditionGroupEvaluatorExecutor,
)
state = DeclarativeWorkflowState(mock_shared_state)
await state.initialize()
action_def = {"kind": "ConditionGroup"}
conditions = [
{"condition": False}, # Should skip
{"condition": True}, # Should match
]
executor = ConditionGroupEvaluatorExecutor(action_def, conditions=conditions)
await executor.handle_action(ActionTrigger(), mock_context)
msg = mock_context.send_message.call_args[0][0]
assert isinstance(msg, ConditionResult)
assert msg.matched is True
assert msg.branch_index == 1
async def test_if_condition_evaluator_true(self, mock_context, mock_shared_state):
"""Test IfConditionEvaluatorExecutor with true condition."""
from agent_framework_declarative._workflows._executors_control_flow import (
IfConditionEvaluatorExecutor,
)
state = DeclarativeWorkflowState(mock_shared_state)
await state.initialize()
await state.set("Local.flag", True)
action_def = {"kind": "If"}
executor = IfConditionEvaluatorExecutor(action_def, condition_expr="=Local.flag")
await executor.handle_action(ActionTrigger(), mock_context)
msg = mock_context.send_message.call_args[0][0]
assert isinstance(msg, ConditionResult)
assert msg.matched is True
assert msg.branch_index == 0 # Then branch
async def test_if_condition_evaluator_false(self, mock_context, mock_shared_state):
"""Test IfConditionEvaluatorExecutor with false condition."""
from agent_framework_declarative._workflows._executors_control_flow import (
IfConditionEvaluatorExecutor,
)
state = DeclarativeWorkflowState(mock_shared_state)
await state.initialize()
await state.set("Local.flag", False)
action_def = {"kind": "If"}
executor = IfConditionEvaluatorExecutor(action_def, condition_expr="=Local.flag")
await executor.handle_action(ActionTrigger(), mock_context)
msg = mock_context.send_message.call_args[0][0]
assert isinstance(msg, ConditionResult)
assert msg.matched is False
assert msg.branch_index == -1 # Else branch
# ---------------------------------------------------------------------------
# Declarative Action Executor Base Tests
# ---------------------------------------------------------------------------
class TestDeclarativeActionExecutorBase:
"""Tests for DeclarativeActionExecutor base class."""
async def test_ensure_state_initialized_with_dict_input(self, mock_context, mock_shared_state):
"""Test _ensure_state_initialized with dict input."""
from agent_framework_declarative._workflows._executors_basic import (
SetValueExecutor,
)
action_def = {"kind": "SetValue", "path": "Local.x", "value": 1}
executor = SetValueExecutor(action_def)
# Trigger with dict - should initialize state with it
await executor.handle_action({"custom": "input"}, mock_context)
# State should have been initialized with the dict
state = DeclarativeWorkflowState(mock_shared_state)
inputs = await state.get("Workflow.Inputs")
assert inputs == {"custom": "input"}
async def test_ensure_state_initialized_with_string_input(self, mock_context, mock_shared_state):
"""Test _ensure_state_initialized with string input."""
from agent_framework_declarative._workflows._executors_basic import (
SetValueExecutor,
)
action_def = {"kind": "SetValue", "path": "Local.x", "value": 1}
executor = SetValueExecutor(action_def)
# Trigger with string - should wrap in {"input": ...}
await executor.handle_action("string trigger", mock_context)
state = DeclarativeWorkflowState(mock_shared_state)
inputs = await state.get("Workflow.Inputs")
assert inputs == {"input": "string trigger"}
async def test_ensure_state_initialized_with_custom_object(self, mock_context, mock_shared_state):
"""Test _ensure_state_initialized with custom object converts to string."""
from agent_framework_declarative._workflows._executors_basic import (
SetValueExecutor,
)
class CustomObj:
def __str__(self):
return "custom string"
action_def = {"kind": "SetValue", "path": "Local.x", "value": 1}
executor = SetValueExecutor(action_def)
await executor.handle_action(CustomObj(), mock_context)
state = DeclarativeWorkflowState(mock_shared_state)
inputs = await state.get("Workflow.Inputs")
assert inputs == {"input": "custom string"}
async def test_executor_display_name_property(self, mock_context, mock_shared_state):
"""Test executor display_name property."""
from agent_framework_declarative._workflows._executors_basic import (
SetValueExecutor,
)
action_def = {
"kind": "SetValue",
"displayName": "My Custom Action",
"path": "Local.x",
"value": 1,
}
executor = SetValueExecutor(action_def)
assert executor.display_name == "My Custom Action"
async def test_executor_action_def_property(self, mock_context, mock_shared_state):
"""Test executor action_def property."""
from agent_framework_declarative._workflows._executors_basic import (
SetValueExecutor,
)
action_def = {"kind": "SetValue", "path": "Local.x", "value": 1}
executor = SetValueExecutor(action_def)
assert executor.action_def == action_def
# ---------------------------------------------------------------------------
# Human Input Executors Tests - Covering _executors_external_input.py gaps
# ---------------------------------------------------------------------------
class TestHumanInputExecutorsCoverage:
"""Tests for human input executors covering uncovered code paths."""
async def test_wait_for_input_executor_with_prompt(self, mock_context, mock_shared_state):
"""Test WaitForInputExecutor with prompt."""
from agent_framework_declarative._workflows._executors_external_input import (
ExternalInputRequest,
WaitForInputExecutor,
)
state = DeclarativeWorkflowState(mock_shared_state)
await state.initialize()
action_def = {
"kind": "WaitForInput",
"prompt": "Please enter your name:",
"property": "Local.userName",
"timeout": 30,
}
executor = WaitForInputExecutor(action_def)
await executor.handle_action(ActionTrigger(), mock_context)
# Should yield prompt first, then call request_info
assert mock_context.yield_output.call_count == 1
assert mock_context.yield_output.call_args_list[0][0][0] == "Please enter your name:"
# request_info call for ExternalInputRequest
mock_context.request_info.assert_called_once()
request = mock_context.request_info.call_args[0][0]
assert isinstance(request, ExternalInputRequest)
assert request.request_type == "user_input"
async def test_wait_for_input_executor_no_prompt(self, mock_context, mock_shared_state):
"""Test WaitForInputExecutor without prompt."""
from agent_framework_declarative._workflows._executors_external_input import (
ExternalInputRequest,
WaitForInputExecutor,
)
state = DeclarativeWorkflowState(mock_shared_state)
await state.initialize()
action_def = {
"kind": "WaitForInput",
"property": "Local.input",
}
executor = WaitForInputExecutor(action_def)
await executor.handle_action(ActionTrigger(), mock_context)
# Should not yield output (no prompt), just call request_info
assert mock_context.yield_output.call_count == 0
mock_context.request_info.assert_called_once()
request = mock_context.request_info.call_args[0][0]
assert isinstance(request, ExternalInputRequest)
assert request.request_type == "user_input"
async def test_request_external_input_executor(self, mock_context, mock_shared_state):
"""Test RequestExternalInputExecutor."""
from agent_framework_declarative._workflows._executors_external_input import (
ExternalInputRequest,
RequestExternalInputExecutor,
)
state = DeclarativeWorkflowState(mock_shared_state)
await state.initialize()
action_def = {
"kind": "RequestExternalInput",
"requestType": "approval",
"message": "Please approve this request",
"property": "Local.approvalResult",
"timeout": 3600,
"requiredFields": ["approver", "notes"],
"metadata": {"priority": "high"},
}
executor = RequestExternalInputExecutor(action_def)
await executor.handle_action(ActionTrigger(), mock_context)
mock_context.request_info.assert_called_once()
request = mock_context.request_info.call_args[0][0]
assert isinstance(request, ExternalInputRequest)
assert request.request_type == "approval"
assert request.message == "Please approve this request"
assert request.metadata["priority"] == "high"
assert request.metadata["required_fields"] == ["approver", "notes"]
assert request.metadata["timeout_seconds"] == 3600
async def test_question_executor_with_choices(self, mock_context, mock_shared_state):
"""Test QuestionExecutor with choices as dicts and strings."""
from agent_framework_declarative._workflows._executors_external_input import (
ExternalInputRequest,
QuestionExecutor,
)
state = DeclarativeWorkflowState(mock_shared_state)
await state.initialize()
action_def = {
"kind": "Question",
"question": "Select an option:",
"property": "Local.selection",
"choices": [
{"value": "a", "label": "Option A"},
{"value": "b"}, # No label, should use value
"c", # String choice
],
"allowFreeText": False,
}
executor = QuestionExecutor(action_def)
await executor.handle_action(ActionTrigger(), mock_context)
mock_context.request_info.assert_called_once()
request = mock_context.request_info.call_args[0][0]
assert isinstance(request, ExternalInputRequest)
assert request.request_type == "question"
choices = request.metadata["choices"]
assert len(choices) == 3
assert choices[0] == {"value": "a", "label": "Option A"}
assert choices[1] == {"value": "b", "label": "b"}
assert choices[2] == {"value": "c", "label": "c"}
assert request.metadata["allow_free_text"] is False
# ---------------------------------------------------------------------------
# Additional Agent Executor Tests - External Loop Coverage
# ---------------------------------------------------------------------------
class TestAgentExternalLoopCoverage:
"""Tests for agent executor external loop handling."""
async def test_agent_executor_with_external_loop(self, mock_context, mock_shared_state):
"""Test agent executor with external loop that triggers."""
from unittest.mock import patch
from agent_framework_declarative._workflows._executors_agents import (
AgentExternalInputRequest,
InvokeAzureAgentExecutor,
)
mock_agent = MagicMock()
state = DeclarativeWorkflowState(mock_shared_state)
await state.initialize()
await state.set("Local.input", "User query")
await state.set("Local.needsMore", True) # Loop condition will be true
action_def = {
"kind": "InvokeAzureAgent",
"agent": "TestAgent",
"input": {
"externalLoop": {"when": "=Local.needsMore"},
},
}
executor = InvokeAzureAgentExecutor(action_def, agents={"TestAgent": mock_agent})
# Mock the internal method to avoid storing ChatMessage objects in state
# (PowerFx cannot serialize ChatMessage)
with patch.object(
executor,
"_invoke_agent_and_store_results",
new=AsyncMock(return_value=("Need more info", [], [])),
):
await executor.handle_action(ActionTrigger(), mock_context)
# Should request external input via request_info
mock_context.request_info.assert_called_once()
request = mock_context.request_info.call_args[0][0]
assert isinstance(request, AgentExternalInputRequest)
assert request.agent_name == "TestAgent"
async def test_agent_executor_agent_error_handling(self, mock_context, mock_shared_state):
"""Test agent executor raises AgentInvocationError on failure."""
from agent_framework_declarative._workflows._executors_agents import (
AgentInvocationError,
InvokeAzureAgentExecutor,
)
mock_agent = MagicMock()
mock_agent.run = AsyncMock(side_effect=RuntimeError("Agent failed"))
state = DeclarativeWorkflowState(mock_shared_state)
await state.initialize()
await state.set("Local.input", "Query")
action_def = {
"kind": "InvokeAzureAgent",
"agent": "TestAgent",
"resultProperty": "Local.result",
}
executor = InvokeAzureAgentExecutor(action_def, agents={"TestAgent": mock_agent})
with pytest.raises(AgentInvocationError) as exc_info:
await executor.handle_action(ActionTrigger(), mock_context)
assert "TestAgent" in str(exc_info.value)
assert "Agent failed" in str(exc_info.value)
# Should still store error in state before raising
error = await state.get("Agent.error")
assert "Agent failed" in error
result = await state.get("Local.result")
assert result == {"error": "Agent failed"}
async def test_agent_executor_string_result(self, mock_context, mock_shared_state):
"""Test agent executor with agent that returns string directly."""
from agent_framework_declarative._workflows._executors_agents import (
InvokeAzureAgentExecutor,
)
mock_agent = MagicMock()
mock_agent.run = AsyncMock(return_value="Direct string response")
state = DeclarativeWorkflowState(mock_shared_state)
await state.initialize()
await state.set("Local.input", "Query")
action_def = {
"kind": "InvokeAzureAgent",
"agent": "TestAgent",
"resultProperty": "Local.result",
"output": {"autoSend": True},
}
executor = InvokeAzureAgentExecutor(action_def, agents={"TestAgent": mock_agent})
await executor.handle_action(ActionTrigger(), mock_context)
# Should auto-send output
mock_context.yield_output.assert_called_with("Direct string response")
result = await state.get("Local.result")
assert result == "Direct string response"
async def test_invoke_tool_with_error(self, mock_context, mock_shared_state):
"""Test InvokeToolExecutor handles tool errors."""
from agent_framework_declarative._workflows._executors_agents import (
TOOL_REGISTRY_KEY,
InvokeToolExecutor,
)
def failing_tool(**kwargs):
raise ValueError("Tool error")
mock_shared_state._data[TOOL_REGISTRY_KEY] = {"bad_tool": failing_tool}
state = DeclarativeWorkflowState(mock_shared_state)
await state.initialize()
action_def = {
"kind": "InvokeTool",
"tool": "bad_tool",
"resultProperty": "Local.result",
}
executor = InvokeToolExecutor(action_def)
await executor.handle_action(ActionTrigger(), mock_context)
result = await state.get("Local.result")
assert result == {"error": "Tool error"}
# ---------------------------------------------------------------------------
# PowerFx Functions Coverage
# ---------------------------------------------------------------------------
class TestPowerFxFunctionsCoverage:
"""Tests for PowerFx function evaluation coverage."""
async def test_eval_lower_upper_functions(self, mock_shared_state):
"""Test Lower and Upper functions."""
state = DeclarativeWorkflowState(mock_shared_state)
await state.initialize()
await state.set("Local.text", "Hello World")
result = await state.eval("=Lower(Local.text)")
assert result == "hello world"
result = await state.eval("=Upper(Local.text)")
assert result == "HELLO WORLD"
async def test_eval_if_function(self, mock_shared_state):
"""Test If function."""
state = DeclarativeWorkflowState(mock_shared_state)
await state.initialize()
await state.set("Local.flag", True)
result = await state.eval('=If(Local.flag, "yes", "no")')
assert result == "yes"
await state.set("Local.flag", False)
result = await state.eval('=If(Local.flag, "yes", "no")')
assert result == "no"
async def test_eval_not_function(self, mock_shared_state):
"""Test Not function."""
state = DeclarativeWorkflowState(mock_shared_state)
await state.initialize()
await state.set("Local.flag", True)
result = await state.eval("=Not(Local.flag)")
assert result is False
async def test_eval_and_or_functions(self, mock_shared_state):
"""Test And and Or functions."""
state = DeclarativeWorkflowState(mock_shared_state)
await state.initialize()
await state.set("Local.a", True)
await state.set("Local.b", False)
result = await state.eval("=And(Local.a, Local.b)")
assert result is False
result = await state.eval("=Or(Local.a, Local.b)")
assert result is True
# ---------------------------------------------------------------------------
# Builder control flow tests - Covering Goto/Break/Continue creation
# ---------------------------------------------------------------------------
class TestBuilderControlFlowCreation:
"""Tests for Goto, Break, Continue executor creation in builder."""
def test_create_goto_reference(self):
"""Test creating a goto reference executor."""
from agent_framework import WorkflowBuilder
from agent_framework_declarative._workflows._declarative_builder import DeclarativeWorkflowBuilder
# Create builder with minimal yaml definition
yaml_def = {"name": "test_workflow", "actions": []}
graph_builder = DeclarativeWorkflowBuilder(yaml_def)
wb = WorkflowBuilder()
action_def = {
"kind": "GotoAction",
"target": "some_target_action",
"id": "goto_test",
}
executor = graph_builder._create_goto_reference(action_def, wb, None)
assert executor is not None
assert executor.id == "goto_test"
# Verify pending goto was recorded
assert len(graph_builder._pending_gotos) == 1
assert graph_builder._pending_gotos[0][1] == "some_target_action"
def test_create_goto_reference_auto_id(self):
"""Test creating a goto with auto-generated ID."""
from agent_framework import WorkflowBuilder
from agent_framework_declarative._workflows._declarative_builder import DeclarativeWorkflowBuilder
yaml_def = {"name": "test_workflow", "actions": []}
graph_builder = DeclarativeWorkflowBuilder(yaml_def)
wb = WorkflowBuilder()
action_def = {
"kind": "GotoAction",
"target": "target_action",
}
executor = graph_builder._create_goto_reference(action_def, wb, None)
assert executor is not None
assert "goto_target_action" in executor.id
def test_create_goto_reference_no_target(self):
"""Test creating a goto with no target returns None."""
from agent_framework import WorkflowBuilder
from agent_framework_declarative._workflows._declarative_builder import DeclarativeWorkflowBuilder
yaml_def = {"name": "test_workflow", "actions": []}
graph_builder = DeclarativeWorkflowBuilder(yaml_def)
wb = WorkflowBuilder()
action_def = {
"kind": "GotoAction",
# No target specified
}
executor = graph_builder._create_goto_reference(action_def, wb, None)
assert executor is None
def test_goto_invalid_target_raises_error(self):
"""Test that goto to non-existent target raises ValueError."""
from agent_framework_declarative._workflows._declarative_builder import DeclarativeWorkflowBuilder
yaml_def = {
"name": "test_workflow",
"actions": [
{"kind": "SendActivity", "id": "action1", "activity": {"text": "Hello"}},
{"kind": "GotoAction", "target": "non_existent_action"},
],
}
builder = DeclarativeWorkflowBuilder(yaml_def)
with pytest.raises(ValueError) as exc_info:
builder.build()
assert "non_existent_action" in str(exc_info.value)
assert "not found" in str(exc_info.value)
def test_create_break_executor(self):
"""Test creating a break executor within a loop context."""
from agent_framework import WorkflowBuilder
from agent_framework_declarative._workflows._declarative_builder import DeclarativeWorkflowBuilder
from agent_framework_declarative._workflows._executors_control_flow import ForeachNextExecutor
yaml_def = {"name": "test_workflow", "actions": []}
graph_builder = DeclarativeWorkflowBuilder(yaml_def)
wb = WorkflowBuilder()
# Create a mock loop_next executor
loop_next = ForeachNextExecutor(
{"kind": "Foreach", "itemsProperty": "items"},
init_executor_id="foreach_init",
id="foreach_next",
)
wb._add_executor(loop_next)
parent_context = {"loop_next_executor": loop_next}
action_def = {
"kind": "BreakLoop",
"id": "break_test",
}
executor = graph_builder._create_break_executor(action_def, wb, parent_context)
assert executor is not None
assert executor.id == "break_test"
def test_create_break_executor_no_loop_context(self):
"""Test creating a break executor without loop context raises ValueError."""
from agent_framework import WorkflowBuilder
from agent_framework_declarative._workflows._declarative_builder import DeclarativeWorkflowBuilder
yaml_def = {"name": "test_workflow", "actions": []}
graph_builder = DeclarativeWorkflowBuilder(yaml_def)
wb = WorkflowBuilder()
action_def = {
"kind": "BreakLoop",
}
# No parent_context should raise ValueError
with pytest.raises(ValueError) as exc_info:
graph_builder._create_break_executor(action_def, wb, None)
assert "BreakLoop action can only be used inside a Foreach loop" in str(exc_info.value)
# Empty context should also raise ValueError
with pytest.raises(ValueError) as exc_info:
graph_builder._create_break_executor(action_def, wb, {})
assert "BreakLoop action can only be used inside a Foreach loop" in str(exc_info.value)
def test_create_continue_executor(self):
"""Test creating a continue executor within a loop context."""
from agent_framework import WorkflowBuilder
from agent_framework_declarative._workflows._declarative_builder import DeclarativeWorkflowBuilder
from agent_framework_declarative._workflows._executors_control_flow import ForeachNextExecutor
yaml_def = {"name": "test_workflow", "actions": []}
graph_builder = DeclarativeWorkflowBuilder(yaml_def)
wb = WorkflowBuilder()
# Create a mock loop_next executor
loop_next = ForeachNextExecutor(
{"kind": "Foreach", "itemsProperty": "items"},
init_executor_id="foreach_init",
id="foreach_next",
)
wb._add_executor(loop_next)
parent_context = {"loop_next_executor": loop_next}
action_def = {
"kind": "ContinueLoop",
"id": "continue_test",
}
executor = graph_builder._create_continue_executor(action_def, wb, parent_context)
assert executor is not None
assert executor.id == "continue_test"
def test_create_continue_executor_no_loop_context(self):
"""Test creating a continue executor without loop context raises ValueError."""
from agent_framework import WorkflowBuilder
from agent_framework_declarative._workflows._declarative_builder import DeclarativeWorkflowBuilder
yaml_def = {"name": "test_workflow", "actions": []}
graph_builder = DeclarativeWorkflowBuilder(yaml_def)
wb = WorkflowBuilder()
action_def = {
"kind": "ContinueLoop",
}
# No parent_context should raise ValueError
with pytest.raises(ValueError) as exc_info:
graph_builder._create_continue_executor(action_def, wb, None)
assert "ContinueLoop action can only be used inside a Foreach loop" in str(exc_info.value)
class TestBuilderEdgeWiring:
"""Tests for builder edge wiring methods."""
def test_wire_to_target_with_if_structure(self):
"""Test wiring to an If structure routes to evaluator."""
from agent_framework import WorkflowBuilder
from agent_framework_declarative._workflows._declarative_builder import DeclarativeWorkflowBuilder
from agent_framework_declarative._workflows._executors_basic import SendActivityExecutor
yaml_def = {"name": "test_workflow", "actions": []}
graph_builder = DeclarativeWorkflowBuilder(yaml_def)
wb = WorkflowBuilder()
# Create a mock source executor
source = SendActivityExecutor({"kind": "SendActivity", "activity": {"text": "test"}}, id="source")
wb._add_executor(source)
# Create a mock If structure with evaluator
class MockIfStructure:
_is_if_structure = True
def __init__(self):
self.evaluator = SendActivityExecutor(
{"kind": "SendActivity", "activity": {"text": "evaluator"}}, id="evaluator"
)
target = MockIfStructure()
wb._add_executor(target.evaluator)
# Wire should add edge to evaluator
graph_builder._wire_to_target(wb, source, target)
# Verify edge was added (would need to inspect workflow internals)
# For now, just verify no exception was raised
def test_wire_to_target_normal_executor(self):
"""Test wiring to a normal executor adds direct edge."""
from agent_framework import WorkflowBuilder
from agent_framework_declarative._workflows._declarative_builder import DeclarativeWorkflowBuilder
from agent_framework_declarative._workflows._executors_basic import SendActivityExecutor
yaml_def = {"name": "test_workflow", "actions": []}
graph_builder = DeclarativeWorkflowBuilder(yaml_def)
wb = WorkflowBuilder()
source = SendActivityExecutor({"kind": "SendActivity", "activity": {"text": "source"}}, id="source")
target = SendActivityExecutor({"kind": "SendActivity", "activity": {"text": "target"}}, id="target")
wb._add_executor(source)
wb._add_executor(target)
graph_builder._wire_to_target(wb, source, target)
# Verify edge creation (no exception = success)
def test_collect_all_exits_for_nested_structure(self):
"""Test collecting all exits from nested structures."""
from agent_framework_declarative._workflows._declarative_builder import DeclarativeWorkflowBuilder
from agent_framework_declarative._workflows._executors_basic import SendActivityExecutor
yaml_def = {"name": "test_workflow", "actions": []}
graph_builder = DeclarativeWorkflowBuilder(yaml_def)
# Create mock nested structure
exit1 = SendActivityExecutor({"kind": "SendActivity", "activity": {"text": "exit1"}}, id="exit1")
exit2 = SendActivityExecutor({"kind": "SendActivity", "activity": {"text": "exit2"}}, id="exit2")
class InnerStructure:
def __init__(self):
self.branch_exits = [exit1, exit2]
class OuterStructure:
def __init__(self):
self.branch_exits = [InnerStructure()]
outer = OuterStructure()
exits = graph_builder._collect_all_exits(outer)
assert len(exits) == 2
assert exit1 in exits
assert exit2 in exits
def test_collect_all_exits_for_simple_executor(self):
"""Test collecting exits from a simple executor."""
from agent_framework_declarative._workflows._declarative_builder import DeclarativeWorkflowBuilder
from agent_framework_declarative._workflows._executors_basic import SendActivityExecutor
yaml_def = {"name": "test_workflow", "actions": []}
graph_builder = DeclarativeWorkflowBuilder(yaml_def)
executor = SendActivityExecutor({"kind": "SendActivity", "activity": {"text": "test"}}, id="test")
exits = graph_builder._collect_all_exits(executor)
assert len(exits) == 1
assert executor in exits
def test_get_branch_exit_with_chain(self):
"""Test getting branch exit from a chain of executors."""
from agent_framework_declarative._workflows._declarative_builder import DeclarativeWorkflowBuilder
from agent_framework_declarative._workflows._executors_basic import SendActivityExecutor
yaml_def = {"name": "test_workflow", "actions": []}
graph_builder = DeclarativeWorkflowBuilder(yaml_def)
exec1 = SendActivityExecutor({"kind": "SendActivity", "activity": {"text": "1"}}, id="e1")
exec2 = SendActivityExecutor({"kind": "SendActivity", "activity": {"text": "2"}}, id="e2")
exec3 = SendActivityExecutor({"kind": "SendActivity", "activity": {"text": "3"}}, id="e3")
# Simulate a chain by dynamically setting attribute
exec1._chain_executors = [exec1, exec2, exec3] # type: ignore[attr-defined]
exit_exec = graph_builder._get_branch_exit(exec1)
assert exit_exec == exec3
def test_get_branch_exit_none(self):
"""Test getting branch exit from None."""
from agent_framework_declarative._workflows._declarative_builder import DeclarativeWorkflowBuilder
yaml_def = {"name": "test_workflow", "actions": []}
graph_builder = DeclarativeWorkflowBuilder(yaml_def)
exit_exec = graph_builder._get_branch_exit(None)
assert exit_exec is None
# ---------------------------------------------------------------------------
# Agent executor external loop response handler tests
# ---------------------------------------------------------------------------
class TestAgentExecutorExternalLoop:
"""Tests for InvokeAzureAgentExecutor external loop response handling."""
async def test_handle_external_input_response_no_state(self, mock_context, mock_shared_state):
"""Test handling external input response when loop state not found."""
from agent_framework_declarative._workflows._executors_agents import (
AgentExternalInputRequest,
AgentExternalInputResponse,
InvokeAzureAgentExecutor,
)
executor = InvokeAzureAgentExecutor({"kind": "InvokeAzureAgent", "agent": "TestAgent"})
# No external loop state in shared_state
original_request = AgentExternalInputRequest(
request_id="req-1",
agent_name="TestAgent",
agent_response="Hello",
iteration=1,
)
response = AgentExternalInputResponse(user_input="hi there")
await executor.handle_external_input_response(original_request, response, mock_context)
# Should send ActionComplete due to missing state
mock_context.send_message.assert_called()
call_args = mock_context.send_message.call_args[0][0]
from agent_framework_declarative._workflows import ActionComplete
assert isinstance(call_args, ActionComplete)
async def test_handle_external_input_response_agent_not_found(self, mock_context, mock_shared_state):
"""Test handling external input raises error when agent not found during resumption."""
from agent_framework_declarative._workflows._executors_agents import (
EXTERNAL_LOOP_STATE_KEY,
AgentExternalInputRequest,
AgentExternalInputResponse,
AgentInvocationError,
ExternalLoopState,
InvokeAzureAgentExecutor,
)
# Set up loop state with always true condition (literal)
loop_state = ExternalLoopState(
agent_name="NonExistentAgent",
iteration=1,
external_loop_when="true", # Literal true
messages_var=None,
response_obj_var=None,
result_property=None,
auto_send=True,
messages_path="Conversation.messages",
)
mock_shared_state._data[EXTERNAL_LOOP_STATE_KEY] = loop_state
# Initialize declarative state with simple value
state = DeclarativeWorkflowState(mock_shared_state)
await state.initialize()
executor = InvokeAzureAgentExecutor({"kind": "InvokeAzureAgent", "agent": "NonExistentAgent"})
original_request = AgentExternalInputRequest(
request_id="req-1",
agent_name="NonExistentAgent",
agent_response="Hello",
iteration=1,
)
response = AgentExternalInputResponse(user_input="continue")
with pytest.raises(AgentInvocationError) as exc_info:
await executor.handle_external_input_response(original_request, response, mock_context)
assert "NonExistentAgent" in str(exc_info.value)
assert "not found during loop resumption" in str(exc_info.value)
class TestBuilderValidation:
"""Tests for builder validation features (P1 fixes)."""
def test_duplicate_explicit_action_id_raises_error(self):
"""Test that duplicate explicit action IDs are detected."""
from agent_framework_declarative._workflows._declarative_builder import DeclarativeWorkflowBuilder
yaml_def = {
"name": "test_workflow",
"actions": [
{"id": "my_action", "kind": "SendActivity", "activity": {"text": "First"}},
{"id": "my_action", "kind": "SendActivity", "activity": {"text": "Second"}},
],
}
builder = DeclarativeWorkflowBuilder(yaml_def)
with pytest.raises(ValueError) as exc_info:
builder.build()
assert "Duplicate action ID 'my_action'" in str(exc_info.value)
def test_duplicate_id_in_nested_actions(self):
"""Test duplicate ID detection in nested If/Switch branches."""
from agent_framework_declarative._workflows._declarative_builder import DeclarativeWorkflowBuilder
yaml_def = {
"name": "test_workflow",
"actions": [
{
"kind": "If",
"condition": "=true",
"then": [{"id": "shared_id", "kind": "SendActivity", "activity": {"text": "Then"}}],
"else": [{"id": "shared_id", "kind": "SendActivity", "activity": {"text": "Else"}}],
}
],
}
builder = DeclarativeWorkflowBuilder(yaml_def)
with pytest.raises(ValueError) as exc_info:
builder.build()
assert "Duplicate action ID 'shared_id'" in str(exc_info.value)
def test_missing_required_field_sendactivity(self):
"""Test that missing required fields are detected."""
from agent_framework_declarative._workflows._declarative_builder import DeclarativeWorkflowBuilder
yaml_def = {
"name": "test_workflow",
"actions": [{"kind": "SendActivity"}], # Missing 'activity' field
}
builder = DeclarativeWorkflowBuilder(yaml_def)
with pytest.raises(ValueError) as exc_info:
builder.build()
assert "SendActivity" in str(exc_info.value)
assert "missing required field" in str(exc_info.value)
assert "activity" in str(exc_info.value)
def test_missing_required_field_setvalue(self):
"""Test SetValue without path raises error."""
from agent_framework_declarative._workflows._declarative_builder import DeclarativeWorkflowBuilder
yaml_def = {
"name": "test_workflow",
"actions": [{"kind": "SetValue", "value": "test"}], # Missing 'path' field
}
builder = DeclarativeWorkflowBuilder(yaml_def)
with pytest.raises(ValueError) as exc_info:
builder.build()
assert "SetValue" in str(exc_info.value)
assert "path" in str(exc_info.value)
def test_setvalue_accepts_alternate_variable_field(self):
"""Test SetValue accepts 'variable' as alternate to 'path'."""
from agent_framework_declarative._workflows._declarative_builder import DeclarativeWorkflowBuilder
yaml_def = {
"name": "test_workflow",
"actions": [{"kind": "SetValue", "variable": {"path": "Local.x"}, "value": "test"}],
}
builder = DeclarativeWorkflowBuilder(yaml_def)
# Should not raise - 'variable' is accepted as alternate
workflow = builder.build()
assert workflow is not None
def test_missing_required_field_foreach(self):
"""Test Foreach without items raises error."""
from agent_framework_declarative._workflows._declarative_builder import DeclarativeWorkflowBuilder
yaml_def = {
"name": "test_workflow",
"actions": [{"kind": "Foreach", "actions": [{"kind": "SendActivity", "activity": {"text": "Hi"}}]}],
}
builder = DeclarativeWorkflowBuilder(yaml_def)
with pytest.raises(ValueError) as exc_info:
builder.build()
assert "Foreach" in str(exc_info.value)
assert "items" in str(exc_info.value)
def test_self_referencing_goto_raises_error(self):
"""Test that a goto referencing itself is detected."""
from agent_framework_declarative._workflows._declarative_builder import DeclarativeWorkflowBuilder
yaml_def = {
"name": "test_workflow",
"actions": [{"id": "loop", "kind": "Goto", "target": "loop"}],
}
builder = DeclarativeWorkflowBuilder(yaml_def)
with pytest.raises(ValueError) as exc_info:
builder.build()
assert "loop" in str(exc_info.value)
assert "self-referencing" in str(exc_info.value)
def test_validation_can_be_disabled(self):
"""Test that validation can be disabled for early schema/duplicate checks.
Note: Even with validation disabled, the underlying WorkflowBuilder may
still catch duplicates during graph construction. This flag disables
our upfront validation pass but not runtime checks.
"""
from agent_framework_declarative._workflows._declarative_builder import DeclarativeWorkflowBuilder
# Test with missing required field - validation disabled should skip our check
yaml_def = {
"name": "test_workflow",
"actions": [{"kind": "SendActivity"}], # Missing 'activity' - normally caught by validation
}
# With validation disabled, our upfront check is skipped
builder = DeclarativeWorkflowBuilder(yaml_def, validate=False)
# The workflow may still fail for other reasons, but our validation pass is skipped
# In this case, it should succeed because SendActivityExecutor handles missing fields gracefully
workflow = builder.build()
assert workflow is not None
def test_validation_in_switch_branches(self):
"""Test validation catches issues in Switch branches."""
from agent_framework_declarative._workflows._declarative_builder import DeclarativeWorkflowBuilder
yaml_def = {
"name": "test_workflow",
"actions": [
{
"kind": "Switch",
"value": "=Local.choice",
"cases": [
{
"match": "a",
"actions": [{"id": "dup", "kind": "SendActivity", "activity": {"text": "A"}}],
},
{
"match": "b",
"actions": [{"id": "dup", "kind": "SendActivity", "activity": {"text": "B"}}],
},
],
}
],
}
builder = DeclarativeWorkflowBuilder(yaml_def)
with pytest.raises(ValueError) as exc_info:
builder.build()
assert "Duplicate action ID 'dup'" in str(exc_info.value)
def test_validation_in_foreach_body(self):
"""Test validation catches issues in Foreach body."""
from agent_framework_declarative._workflows._declarative_builder import DeclarativeWorkflowBuilder
yaml_def = {
"name": "test_workflow",
"actions": [
{
"kind": "Foreach",
"items": "=Local.items",
"actions": [{"kind": "SendActivity"}], # Missing 'activity'
}
],
}
builder = DeclarativeWorkflowBuilder(yaml_def)
with pytest.raises(ValueError) as exc_info:
builder.build()
assert "SendActivity" in str(exc_info.value)
assert "activity" in str(exc_info.value)
class TestExpressionEdgeCases:
"""Tests for expression evaluation edge cases."""
async def test_division_with_valid_values(self, mock_shared_state):
"""Test normal division works correctly."""
state = DeclarativeWorkflowState(mock_shared_state)
await state.initialize()
await state.set("Local.x", 10)
await state.set("Local.y", 4)
result = await state.eval("=Local.x / Local.y")
assert result == 2.5
async def test_multiplication_normal(self, mock_shared_state):
"""Test normal multiplication."""
state = DeclarativeWorkflowState(mock_shared_state)
await state.initialize()
await state.set("Local.x", 6)
await state.set("Local.y", 7)
result = await state.eval("=Local.x * Local.y")
assert result == 42
class TestLongMessageTextHandling:
"""Tests for handling long MessageText results that exceed PowerFx limits."""
async def test_short_message_text_embedded_inline(self, mock_shared_state):
"""Test that short MessageText results are embedded inline."""
state = DeclarativeWorkflowState(mock_shared_state)
await state.initialize()
# Store a short message
short_text = "Hello world"
await state.set("Local.Messages", [{"text": short_text, "contents": [{"type": "text", "text": short_text}]}])
# Evaluate a formula with MessageText - should embed inline
result = await state.eval("=Upper(MessageText(Local.Messages))")
assert result == "HELLO WORLD"
# No temp variable should be created for short strings
temp_var = await state.get("Local._TempMessageText0")
assert temp_var is None
async def test_long_message_text_stored_in_temp_variable(self, mock_shared_state):
"""Test that long MessageText results are stored in temp variables."""
state = DeclarativeWorkflowState(mock_shared_state)
await state.initialize()
# Create a message longer than 500 characters
long_text = "A" * 600 # 600 characters exceeds the 500 char threshold
await state.set("Local.Messages", [{"text": long_text, "contents": [{"type": "text", "text": long_text}]}])
# Evaluate a formula with MessageText
result = await state.eval("=Upper(MessageText(Local.Messages))")
assert result == "A" * 600 # Upper on 'A' is still 'A'
# A temp variable should have been created
temp_var = await state.get("Local._TempMessageText0")
assert temp_var == long_text
async def test_find_with_long_message_text(self, mock_shared_state):
"""Test Find function works with long MessageText stored in temp variable."""
state = DeclarativeWorkflowState(mock_shared_state)
await state.initialize()
# Create a long message with a keyword to find
long_text = "X" * 550 + "CONGRATULATIONS" + "Y" * 50
await state.set("Local.Messages", [{"text": long_text, "contents": [{"type": "text", "text": long_text}]}])
# Test the pattern used in student_teacher workflow
result = await state.eval('=!IsBlank(Find("CONGRATULATIONS", Upper(MessageText(Local.Messages))))')
assert result is True
async def test_find_without_keyword_in_long_text(self, mock_shared_state):
"""Test Find returns blank when keyword not found in long text."""
state = DeclarativeWorkflowState(mock_shared_state)
await state.initialize()
# Long text without the keyword
long_text = "X" * 600
await state.set("Local.Messages", [{"text": long_text, "contents": [{"type": "text", "text": long_text}]}])
result = await state.eval('=!IsBlank(Find("CONGRATULATIONS", Upper(MessageText(Local.Messages))))')
assert result is False