From 229a47de6ce351e935279f0d6b6dfb1713168aa8 Mon Sep 17 00:00:00 2001 From: Dmytro Struk <13853051+dmytrostruk@users.noreply.github.com> Date: Wed, 18 Feb 2026 19:40:38 -0800 Subject: [PATCH 1/5] Fixed declarative deep research sample --- .../_workflows/_declarative_builder.py | 5 + .../_workflows/_executors_agents.py | 14 +- .../_workflows/_executors_control_flow.py | 1 + .../declarative/tests/test_graph_coverage.py | 167 ++++++++++++++++++ .../declarative/deep_research/main.py | 6 +- .../declarative/deep_research/workflow.yaml | 76 ++++++++ 6 files changed, 262 insertions(+), 7 deletions(-) create mode 100644 python/samples/03-workflows/declarative/deep_research/workflow.yaml diff --git a/python/packages/declarative/agent_framework_declarative/_workflows/_declarative_builder.py b/python/packages/declarative/agent_framework_declarative/_workflows/_declarative_builder.py index c4f9ecff59..54754248a3 100644 --- a/python/packages/declarative/agent_framework_declarative/_workflows/_declarative_builder.py +++ b/python/packages/declarative/agent_framework_declarative/_workflows/_declarative_builder.py @@ -944,6 +944,11 @@ def _get_branch_exit(self, branch_entry: Any) -> Any | None: last_executor = chain[-1] + # Skip terminators — they handle their own control flow + action_def = getattr(last_executor, "_action_def", {}) + if isinstance(action_def, dict) and action_def.get("kind", "") in TERMINATOR_ACTIONS: + return None + # Check if last executor is a structure with branch_exits # In that case, we return the structure so its exits can be collected if hasattr(last_executor, "branch_exits"): diff --git a/python/packages/declarative/agent_framework_declarative/_workflows/_executors_agents.py b/python/packages/declarative/agent_framework_declarative/_workflows/_executors_agents.py index 44c9e958c2..97e9e0f946 100644 --- a/python/packages/declarative/agent_framework_declarative/_workflows/_executors_agents.py +++ b/python/packages/declarative/agent_framework_declarative/_workflows/_executors_agents.py @@ -442,17 +442,27 @@ def _get_agent_name(self, state: Any) -> str | None: agent_config = self._action_def.get("agent") if isinstance(agent_config, str): + if agent_config.startswith("="): + evaluated = state.eval_if_expression(agent_config) + return str(evaluated) if evaluated is not None else None return agent_config if isinstance(agent_config, dict): agent_dict = cast(dict[str, Any], agent_config) name = agent_dict.get("name") if name is not None and isinstance(name, str): - # Support dynamic agent name from expression (would need async eval) + if name.startswith("="): + evaluated = state.eval_if_expression(name) + return str(evaluated) if evaluated is not None else None return str(name) agent_name = self._action_def.get("agentName") - return str(agent_name) if isinstance(agent_name, str) else None + if isinstance(agent_name, str): + if agent_name.startswith("="): + evaluated = state.eval_if_expression(agent_name) + return str(evaluated) if evaluated is not None else None + return agent_name + return None def _get_input_config(self) -> tuple[dict[str, Any], Any, str | None, int]: """Parse input configuration. diff --git a/python/packages/declarative/agent_framework_declarative/_workflows/_executors_control_flow.py b/python/packages/declarative/agent_framework_declarative/_workflows/_executors_control_flow.py index f63e3ada50..da1118e3ec 100644 --- a/python/packages/declarative/agent_framework_declarative/_workflows/_executors_control_flow.py +++ b/python/packages/declarative/agent_framework_declarative/_workflows/_executors_control_flow.py @@ -496,6 +496,7 @@ async def handle_action( ctx: WorkflowContext[ActionComplete], ) -> None: """Simply pass through to continue the workflow.""" + await self._ensure_state_initialized(ctx, trigger) await ctx.send_message(ActionComplete()) diff --git a/python/packages/declarative/tests/test_graph_coverage.py b/python/packages/declarative/tests/test_graph_coverage.py index cf622f6467..a924c6077d 100644 --- a/python/packages/declarative/tests/test_graph_coverage.py +++ b/python/packages/declarative/tests/test_graph_coverage.py @@ -740,6 +740,90 @@ async def test_agent_executor_get_agent_name_legacy(self, mock_context, mock_sta name = executor._get_agent_name(state) assert name == "LegacyAgent" + async def test_agent_executor_get_agent_name_string_expression(self, mock_context, mock_state): + """Test agent name extraction from simple string expression.""" + from unittest.mock import patch + + from agent_framework_declarative._workflows._executors_agents import ( + InvokeAzureAgentExecutor, + ) + + action_def = { + "kind": "InvokeAzureAgent", + "agent": "=Local.SelectedAgent", + } + executor = InvokeAzureAgentExecutor(action_def) + + state = DeclarativeWorkflowState(mock_state) + state.initialize() + + with patch.object(state, "eval_if_expression", return_value="DynamicAgent"): + name = executor._get_agent_name(state) + assert name == "DynamicAgent" + + async def test_agent_executor_get_agent_name_dict_expression(self, mock_context, mock_state): + """Test agent name extraction from nested dict with expression.""" + from unittest.mock import patch + + from agent_framework_declarative._workflows._executors_agents import ( + InvokeAzureAgentExecutor, + ) + + action_def = { + "kind": "InvokeAzureAgent", + "agent": {"name": "=Local.ManagerResult.next_speaker.answer"}, + } + executor = InvokeAzureAgentExecutor(action_def) + + state = DeclarativeWorkflowState(mock_state) + state.initialize() + + with patch.object(state, "eval_if_expression", return_value="WeatherAgent"): + name = executor._get_agent_name(state) + assert name == "WeatherAgent" + + async def test_agent_executor_get_agent_name_legacy_expression(self, mock_context, mock_state): + """Test agent name extraction from legacy agentName with expression.""" + from unittest.mock import patch + + from agent_framework_declarative._workflows._executors_agents import ( + InvokeAzureAgentExecutor, + ) + + action_def = { + "kind": "InvokeAzureAgent", + "agentName": "=Local.NextAgent", + } + executor = InvokeAzureAgentExecutor(action_def) + + state = DeclarativeWorkflowState(mock_state) + state.initialize() + + with patch.object(state, "eval_if_expression", return_value="ResolvedAgent"): + name = executor._get_agent_name(state) + assert name == "ResolvedAgent" + + async def test_agent_executor_get_agent_name_expression_returns_none(self, mock_context, mock_state): + """Test agent name returns None when expression evaluates to None.""" + from unittest.mock import patch + + from agent_framework_declarative._workflows._executors_agents import ( + InvokeAzureAgentExecutor, + ) + + action_def = { + "kind": "InvokeAzureAgent", + "agent": {"name": "=Local.UndefinedVar"}, + } + executor = InvokeAzureAgentExecutor(action_def) + + state = DeclarativeWorkflowState(mock_state) + state.initialize() + + with patch.object(state, "eval_if_expression", return_value=None): + name = executor._get_agent_name(state) + assert name is None + async def test_agent_executor_get_input_config_simple(self, mock_context, mock_state): """Test input config parsing with simple non-dict input.""" from agent_framework_declarative._workflows._executors_agents import ( @@ -2336,6 +2420,89 @@ def test_get_branch_exit_none(self): exit_exec = graph_builder._get_branch_exit(None) assert exit_exec is None + def test_get_branch_exit_returns_none_for_goto_terminator(self): + """Test that _get_branch_exit returns None when branch ends with GotoAction. + + GotoAction is a terminator that handles its own control flow (jumping to + the target action). It should NOT be returned as a branch exit, because + that would cause the parent ConditionGroup to wire it to the next + sequential action, creating a dual-edge where both the goto target and + the next action receive messages. + """ + from agent_framework_declarative._workflows._declarative_builder import DeclarativeWorkflowBuilder + from agent_framework_declarative._workflows._executors_control_flow import JoinExecutor + + yaml_def = {"name": "test_workflow", "actions": []} + graph_builder = DeclarativeWorkflowBuilder(yaml_def) + + # GotoAction executor is a JoinExecutor with a GotoAction action_def + goto_executor = JoinExecutor( + {"kind": "GotoAction", "id": "goto_summary", "actionId": "invoke_summary"}, + id="goto_summary", + ) + + # Simulate a single-action branch chain + goto_executor._chain_executors = [goto_executor] # type: ignore[attr-defined] + + exit_exec = graph_builder._get_branch_exit(goto_executor) + assert exit_exec is None + + def test_get_branch_exit_returns_none_for_end_workflow_terminator(self): + """Test that _get_branch_exit returns None when branch ends with EndWorkflow.""" + from agent_framework_declarative._workflows._declarative_builder import DeclarativeWorkflowBuilder + from agent_framework_declarative._workflows._executors_control_flow import JoinExecutor + + yaml_def = {"name": "test_workflow", "actions": []} + graph_builder = DeclarativeWorkflowBuilder(yaml_def) + + end_executor = JoinExecutor( + {"kind": "EndWorkflow", "id": "end"}, + id="end", + ) + end_executor._chain_executors = [end_executor] # type: ignore[attr-defined] + + exit_exec = graph_builder._get_branch_exit(end_executor) + assert exit_exec is None + + def test_get_branch_exit_returns_none_for_goto_in_chain(self): + """Test that _get_branch_exit returns None when chain ends with GotoAction. + + Even when a branch has multiple actions before the GotoAction, + the branch exit should be None because the last action is a terminator. + """ + from agent_framework_declarative._workflows._declarative_builder import DeclarativeWorkflowBuilder + from agent_framework_declarative._workflows._executors_basic import SendActivityExecutor + from agent_framework_declarative._workflows._executors_control_flow import JoinExecutor + + yaml_def = {"name": "test_workflow", "actions": []} + graph_builder = DeclarativeWorkflowBuilder(yaml_def) + + # A branch with: SendActivity -> GotoAction + activity = SendActivityExecutor({"kind": "SendActivity", "activity": {"text": "msg"}}, id="msg") + goto = JoinExecutor( + {"kind": "GotoAction", "id": "goto_target", "actionId": "some_target"}, + id="goto_target", + ) + activity._chain_executors = [activity, goto] # type: ignore[attr-defined] + + exit_exec = graph_builder._get_branch_exit(activity) + assert exit_exec is None + + def test_get_branch_exit_returns_executor_for_non_terminator(self): + """Test that _get_branch_exit still returns the exit for non-terminator branches.""" + 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") + exec1._chain_executors = [exec1, exec2] # type: ignore[attr-defined] + + exit_exec = graph_builder._get_branch_exit(exec1) + assert exit_exec == exec2 + # --------------------------------------------------------------------------- # Agent executor external loop response handler tests diff --git a/python/samples/03-workflows/declarative/deep_research/main.py b/python/samples/03-workflows/declarative/deep_research/main.py index bb3dcc6f0d..9e6756e340 100644 --- a/python/samples/03-workflows/declarative/deep_research/main.py +++ b/python/samples/03-workflows/declarative/deep_research/main.py @@ -180,11 +180,7 @@ async def main() -> None: ) # Load workflow from YAML - samples_root = Path(__file__).parent.parent.parent.parent.parent.parent - workflow_path = samples_root / "workflow-samples" / "DeepResearch.yaml" - if not workflow_path.exists(): - # Fall back to local copy if workflow-samples doesn't exist - workflow_path = Path(__file__).parent / "workflow.yaml" + workflow_path = Path(__file__).parent / "workflow.yaml" workflow = factory.create_workflow_from_yaml_path(workflow_path) diff --git a/python/samples/03-workflows/declarative/deep_research/workflow.yaml b/python/samples/03-workflows/declarative/deep_research/workflow.yaml new file mode 100644 index 0000000000..5d693a342c --- /dev/null +++ b/python/samples/03-workflows/declarative/deep_research/workflow.yaml @@ -0,0 +1,76 @@ +# DeepResearch workflow (Magentic orchestration pattern). +kind: Workflow +trigger: + + kind: OnConversationStart + id: deep_research_workflow + actions: + + # Analyze task and correlate facts + - kind: InvokeAzureAgent + id: invoke_research + conversationId: =System.ConversationId + agent: + name: ResearchAgent + + # Devise a plan + - kind: InvokeAzureAgent + id: invoke_planner + conversationId: =System.ConversationId + agent: + name: PlannerAgent + + - kind: SetVariable + id: init_counter + variable: Local.IterationCount + value: =0 + + # Manager evaluates and delegates (loop entry) + - kind: InvokeAzureAgent + id: invoke_manager + conversationId: =System.ConversationId + agent: + name: ManagerAgent + output: + responseObject: Local.ManagerResult + + # If satisfied, skip to summary + - kind: ConditionGroup + id: check_satisfied + conditions: + - id: is_satisfied + condition: =Local.ManagerResult.is_request_satisfied.answer + actions: + - kind: GotoAction + id: goto_summary + actionId: invoke_summary + + # Invoke the worker the manager selected + - kind: InvokeAzureAgent + id: invoke_worker + conversationId: =System.ConversationId + agent: + name: =Local.ManagerResult.next_speaker.answer + + # Increment and loop back if under limit + - kind: SetVariable + id: increment_counter + variable: Local.IterationCount + value: =Local.IterationCount + 1 + + - kind: ConditionGroup + id: check_limit + conditions: + - id: can_continue + condition: =Local.IterationCount < 10 + actions: + - kind: GotoAction + id: loop_back + actionId: invoke_manager + + # Synthesize final response + - kind: InvokeAzureAgent + id: invoke_summary + conversationId: =System.ConversationId + agent: + name: SummaryAgent From e4e68f1c548773e374a861324e48c275c74f59a2 Mon Sep 17 00:00:00 2001 From: Dmytro Struk <13853051+dmytrostruk@users.noreply.github.com> Date: Wed, 18 Feb 2026 19:55:18 -0800 Subject: [PATCH 2/5] Small fix --- .../03-workflows/declarative/deep_research/workflow.yaml | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/python/samples/03-workflows/declarative/deep_research/workflow.yaml b/python/samples/03-workflows/declarative/deep_research/workflow.yaml index 5d693a342c..fed959ab13 100644 --- a/python/samples/03-workflows/declarative/deep_research/workflow.yaml +++ b/python/samples/03-workflows/declarative/deep_research/workflow.yaml @@ -22,7 +22,7 @@ trigger: - kind: SetVariable id: init_counter - variable: Local.IterationCount + variable: Local.TurnCount value: =0 # Manager evaluates and delegates (loop entry) @@ -55,14 +55,14 @@ trigger: # Increment and loop back if under limit - kind: SetVariable id: increment_counter - variable: Local.IterationCount - value: =Local.IterationCount + 1 + variable: Local.TurnCount + value: =Local.TurnCount + 1 - kind: ConditionGroup id: check_limit conditions: - id: can_continue - condition: =Local.IterationCount < 10 + condition: =Local.TurnCount < 10 actions: - kind: GotoAction id: loop_back From a7bc0e17ae1c8c849ab2502424c207c306f67f78 Mon Sep 17 00:00:00 2001 From: Dmytro Struk <13853051+dmytrostruk@users.noreply.github.com> Date: Wed, 18 Feb 2026 20:19:11 -0800 Subject: [PATCH 3/5] Resolved comment --- .../_workflows/_declarative_builder.py | 12 +++++++++++- 1 file changed, 11 insertions(+), 1 deletion(-) diff --git a/python/packages/declarative/agent_framework_declarative/_workflows/_declarative_builder.py b/python/packages/declarative/agent_framework_declarative/_workflows/_declarative_builder.py index 54754248a3..cb7acd2c4b 100644 --- a/python/packages/declarative/agent_framework_declarative/_workflows/_declarative_builder.py +++ b/python/packages/declarative/agent_framework_declarative/_workflows/_declarative_builder.py @@ -49,7 +49,17 @@ # Action kinds that terminate control flow (no fall-through to successor) # These actions transfer control elsewhere and should not have sequential edges to the next action -TERMINATOR_ACTIONS = frozenset({"Goto", "GotoAction", "BreakLoop", "ContinueLoop", "EndWorkflow", "EndDialog"}) +TERMINATOR_ACTIONS = frozenset({ + "Goto", + "GotoAction", + "BreakLoop", + "ContinueLoop", + "EndWorkflow", + "EndDialog", + "EndConversation", + "CancelDialog", + "CancelAllDialogs", +}) # Required fields for specific action kinds (schema validation) # Each action needs at least one of the listed fields (checked with alternates) From 9feda5946d16009fdeaaa599c1b45a7bd87dcc5e Mon Sep 17 00:00:00 2001 From: Evan Mattson Date: Mon, 23 Feb 2026 12:32:21 +0900 Subject: [PATCH 4/5] Add CreateConversationExecutor, fix input routing, remove unused handler layer --- .../_workflows/__init__.py | 16 +- .../_workflows/_actions_agents.py | 652 --------------- .../_workflows/_actions_basic.py | 572 ------------- .../_workflows/_actions_control_flow.py | 396 --------- .../_workflows/_actions_error.py | 131 --- .../_workflows/_declarative_base.py | 10 +- .../_workflows/_declarative_builder.py | 18 +- .../_workflows/_executors_basic.py | 37 + .../_workflows/_factory.py | 6 + .../_workflows/_handlers.py | 215 ----- .../_workflows/_human_input.py | 321 -------- .../tests/test_additional_handlers.py | 348 -------- .../declarative/tests/test_external_input.py | 286 ------- .../declarative/tests/test_graph_coverage.py | 87 ++ .../tests/test_workflow_factory.py | 46 -- .../tests/test_workflow_handlers.py | 553 ------------- .../test_workflow_samples_integration.py | 62 +- .../declarative/deep_research/main.py | 12 +- .../declarative/deep_research/workflow.yaml | 76 -- .../declarative/human_in_loop/main.py | 5 +- python/uv.lock | 766 +++++++++--------- workflow-samples/DeepResearch.yaml | 2 + 22 files changed, 567 insertions(+), 4050 deletions(-) delete mode 100644 python/packages/declarative/agent_framework_declarative/_workflows/_actions_agents.py delete mode 100644 python/packages/declarative/agent_framework_declarative/_workflows/_actions_basic.py delete mode 100644 python/packages/declarative/agent_framework_declarative/_workflows/_actions_control_flow.py delete mode 100644 python/packages/declarative/agent_framework_declarative/_workflows/_actions_error.py delete mode 100644 python/packages/declarative/agent_framework_declarative/_workflows/_handlers.py delete mode 100644 python/packages/declarative/agent_framework_declarative/_workflows/_human_input.py delete mode 100644 python/packages/declarative/tests/test_additional_handlers.py delete mode 100644 python/packages/declarative/tests/test_external_input.py delete mode 100644 python/packages/declarative/tests/test_workflow_handlers.py delete mode 100644 python/samples/03-workflows/declarative/deep_research/workflow.yaml diff --git a/python/packages/declarative/agent_framework_declarative/_workflows/__init__.py b/python/packages/declarative/agent_framework_declarative/_workflows/__init__.py index 9fb693b18b..e98735ce03 100644 --- a/python/packages/declarative/agent_framework_declarative/_workflows/__init__.py +++ b/python/packages/declarative/agent_framework_declarative/_workflows/__init__.py @@ -41,6 +41,7 @@ BASIC_ACTION_EXECUTORS, AppendValueExecutor, ClearAllVariablesExecutor, + CreateConversationExecutor, EmitEventExecutor, ResetVariableExecutor, SendActivityExecutor, @@ -69,13 +70,6 @@ WaitForInputExecutor, ) from ._factory import DeclarativeWorkflowError, WorkflowFactory -from ._handlers import ActionHandler, action_handler, get_action_handler -from ._human_input import ( - ExternalLoopEvent, - QuestionRequest, - process_external_loop, - validate_input_response, -) from ._state import WorkflowState __all__ = [ @@ -88,7 +82,6 @@ "EXTERNAL_INPUT_EXECUTORS", "TOOL_REGISTRY_KEY", "ActionComplete", - "ActionHandler", "ActionTrigger", "AgentExternalInputRequest", "AgentExternalInputResponse", @@ -100,6 +93,7 @@ "ConfirmationExecutor", "ContinueLoopExecutor", "ConversationData", + "CreateConversationExecutor", "DeclarativeActionExecutor", "DeclarativeMessage", "DeclarativeStateData", @@ -111,7 +105,6 @@ "EndWorkflowExecutor", "ExternalInputRequest", "ExternalInputResponse", - "ExternalLoopEvent", "ExternalLoopState", "ForeachInitExecutor", "ForeachNextExecutor", @@ -121,7 +114,6 @@ "LoopControl", "LoopIterationResult", "QuestionExecutor", - "QuestionRequest", "RequestExternalInputExecutor", "ResetVariableExecutor", "SendActivityExecutor", @@ -132,8 +124,4 @@ "WaitForInputExecutor", "WorkflowFactory", "WorkflowState", - "action_handler", - "get_action_handler", - "process_external_loop", - "validate_input_response", ] diff --git a/python/packages/declarative/agent_framework_declarative/_workflows/_actions_agents.py b/python/packages/declarative/agent_framework_declarative/_workflows/_actions_agents.py deleted file mode 100644 index 32a165b89f..0000000000 --- a/python/packages/declarative/agent_framework_declarative/_workflows/_actions_agents.py +++ /dev/null @@ -1,652 +0,0 @@ -# Copyright (c) Microsoft. All rights reserved. - -"""Agent invocation action handlers for declarative workflows. - -This module implements handlers for: -- InvokeAzureAgent: Invoke a hosted Azure AI agent -- InvokePromptAgent: Invoke a local prompt-based agent -""" - -from __future__ import annotations - -import json -import logging -from collections.abc import AsyncGenerator -from typing import Any, cast - -from agent_framework._types import AgentResponse, Message - -from ._handlers import ( - ActionContext, - AgentResponseEvent, - AgentStreamingChunkEvent, - WorkflowEvent, - action_handler, -) -from ._human_input import ExternalLoopEvent, QuestionRequest - -logger = logging.getLogger("agent_framework.declarative") - - -def _extract_json_from_response(text: str) -> Any: - r"""Extract and parse JSON from an agent response. - - Agents often return JSON wrapped in markdown code blocks or with - explanatory text. This function attempts to extract and parse the - JSON content from various formats: - - 1. Pure JSON: {"key": "value"} - 2. Markdown code block: ```json\n{"key": "value"}\n``` - 3. Markdown code block (no language): ```\n{"key": "value"}\n``` - 4. JSON with leading/trailing text: Here's the result: {"key": "value"} - 5. Multiple JSON objects: Returns the LAST valid JSON object - - When multiple JSON objects are present (e.g., streaming agent responses - that emit partial then final results), this returns the last complete - JSON object, which is typically the final/complete result. - - Args: - text: The raw text response from an agent - - Returns: - Parsed JSON as a Python dict/list, or None if parsing fails - - Raises: - json.JSONDecodeError: If no valid JSON can be extracted - """ - import re - - if not text: - return None - - text = text.strip() - - if not text: - return None - - # Try parsing as pure JSON first - try: - return json.loads(text) - except json.JSONDecodeError: - pass - - # Try extracting from markdown code blocks: ```json ... ``` or ``` ... ``` - # Use the last code block if there are multiple - code_block_patterns = [ - r"```json\s*\n?(.*?)\n?```", # ```json ... ``` - r"```\s*\n?(.*?)\n?```", # ``` ... ``` - ] - for pattern in code_block_patterns: - matches = list(re.finditer(pattern, text, re.DOTALL)) - if matches: - # Try the last match first (most likely to be the final result) - for match in reversed(matches): - try: - return json.loads(match.group(1).strip()) - except json.JSONDecodeError: - continue - - # Find ALL JSON objects {...} or arrays [...] in the text and return the last valid one - # This handles cases where agents stream multiple JSON objects (partial, then final) - all_json_objects: list[Any] = [] - - pos = 0 - while pos < len(text): - # Find next { or [ - json_start = -1 - bracket_char = None - for i in range(pos, len(text)): - if text[i] == "{": - json_start = i - bracket_char = "{" - break - if text[i] == "[": - json_start = i - bracket_char = "[" - break - - if json_start < 0: - break # No more JSON objects - - # Find matching closing bracket - open_bracket = bracket_char - close_bracket = "}" if open_bracket == "{" else "]" - depth = 0 - in_string = False - escape_next = False - found_end = False - - for i in range(json_start, len(text)): - char = text[i] - - if escape_next: - escape_next = False - continue - - if char == "\\": - escape_next = True - continue - - if char == '"' and not escape_next: - in_string = not in_string - continue - - if in_string: - continue - - if char == open_bracket: - depth += 1 - elif char == close_bracket: - depth -= 1 - if depth == 0: - # Found the end - potential_json = text[json_start : i + 1] - try: - parsed = json.loads(potential_json) - all_json_objects.append(parsed) - except json.JSONDecodeError: - pass - pos = i + 1 - found_end = True - break - - if not found_end: - # Malformed JSON, move past the start character - pos = json_start + 1 - - # Return the last valid JSON object (most likely to be the final/complete result) - if all_json_objects: - return all_json_objects[-1] - - # Unable to extract JSON - raise json.JSONDecodeError("No valid JSON found in response", text, 0) - - -def _build_messages_from_state(ctx: ActionContext) -> list[Message]: - """Build the message list to send to an agent. - - This collects messages from: - 1. Conversation history - 2. Current input (if first agent call) - 3. Additional context from instructions - - Args: - ctx: The action context - - Returns: - List of Message objects to send to the agent - """ - messages: list[Message] = [] - - # Get conversation history - history = ctx.state.get("conversation.messages", []) - if history: - messages.extend(history) - - return messages - - -@action_handler("InvokeAzureAgent") -async def handle_invoke_azure_agent(ctx: ActionContext) -> AsyncGenerator[WorkflowEvent]: - """Invoke a hosted Azure AI agent. - - Supports both Python-style and .NET-style YAML schemas: - - Python-style schema: - kind: InvokeAzureAgent - agent: agentName - input: =expression or literal input - outputPath: Local.response - - .NET-style schema: - kind: InvokeAzureAgent - agent: - name: AgentName - conversationId: =System.ConversationId - input: - arguments: - param1: value1 - messages: =expression - output: - messages: Local.Response - responseObject: Local.StructuredResponse - """ - # Get agent name - support both formats - agent_config: dict[str, Any] | str | None = ctx.action.get("agent") - agent_name: str | None = None - if isinstance(agent_config, dict): - agent_name = str(agent_config.get("name")) if agent_config.get("name") else None - # Support dynamic agent name from expression - if agent_name and isinstance(agent_name, str) and agent_name.startswith("="): - evaluated = ctx.state.eval_if_expression(agent_name) - agent_name = str(evaluated) if evaluated is not None else None - elif isinstance(agent_config, str): - agent_name = agent_config - - if not agent_name: - logger.warning("InvokeAzureAgent action missing 'agent' or 'agent.name' property") - return - - # Get input configuration - input_config: dict[str, Any] | Any = ctx.action.get("input", {}) - input_arguments: dict[str, Any] = {} - input_messages: Any = None - external_loop_when: str | None = None - if isinstance(input_config, dict): - input_config_typed = cast(dict[str, Any], input_config) - input_arguments = cast(dict[str, Any], input_config_typed.get("arguments") or {}) - input_messages = input_config_typed.get("messages") - # Extract external loop configuration - external_loop = input_config_typed.get("externalLoop") - if isinstance(external_loop, dict): - external_loop_typed = cast(dict[str, Any], external_loop) - external_loop_when = str(external_loop_typed.get("when")) if external_loop_typed.get("when") else None - else: - input_messages = input_config # Treat as message directly - - # Get output configuration (.NET style) - output_config: dict[str, Any] | Any = ctx.action.get("output", {}) - output_messages_var: str | None = None - output_response_obj_var: str | None = None - if isinstance(output_config, dict): - output_config_typed = cast(dict[str, Any], output_config) - output_messages_var = str(output_config_typed.get("messages")) if output_config_typed.get("messages") else None - output_response_obj_var = ( - str(output_config_typed.get("responseObject")) if output_config_typed.get("responseObject") else None - ) - # auto_send is defined but not used currently - _auto_send: bool = bool(output_config_typed.get("autoSend", True)) - - # Legacy Python style output path - output_path = ctx.action.get("outputPath") - - # Other properties - conversation_id = ctx.action.get("conversationId") - instructions = ctx.action.get("instructions") - tools_config: list[dict[str, Any]] = ctx.action.get("tools", []) - - # Get the agent from registry - agent = ctx.agents.get(agent_name) - if agent is None: - logger.error(f"InvokeAzureAgent: agent '{agent_name}' not found in registry") - return - - # Evaluate conversation ID - if conversation_id: - evaluated_conv_id = ctx.state.eval_if_expression(conversation_id) - ctx.state.set("System.ConversationId", evaluated_conv_id) - - # Evaluate instructions (unused currently but may be used for prompting) - _ = ctx.state.eval_if_expression(instructions) if instructions else None - - # Build messages - messages = _build_messages_from_state(ctx) - - # Handle input messages from .NET style - if input_messages: - evaluated_input = ctx.state.eval_if_expression(input_messages) - if evaluated_input: - if isinstance(evaluated_input, str): - messages.append(Message(role="user", text=evaluated_input)) - elif isinstance(evaluated_input, list): - for msg_item in evaluated_input: # type: ignore - if isinstance(msg_item, str): - messages.append(Message(role="user", text=msg_item)) - elif isinstance(msg_item, Message): - messages.append(msg_item) - elif isinstance(msg_item, dict) and "content" in msg_item: - item_dict = cast(dict[str, Any], msg_item) - role: str = str(item_dict.get("role", "user")) - content: str = str(item_dict.get("content", "")) - if role == "user": - messages.append(Message(role="user", text=content)) - elif role == "assistant": - messages.append(Message(role="assistant", text=content)) - elif role == "system": - messages.append(Message(role="system", text=content)) - - # Evaluate and include input arguments - evaluated_args: dict[str, Any] = {} - for arg_key, arg_value in input_arguments.items(): - evaluated_args[arg_key] = ctx.state.eval_if_expression(arg_value) - - # Prepare tool bindings - tool_bindings: dict[str, dict[str, Any]] = {} - for tool_config in tools_config: - tool_name: str | None = str(tool_config.get("name")) if tool_config.get("name") else None - bindings: list[dict[str, Any]] = list(tool_config.get("bindings", [])) # type: ignore[arg-type] - if tool_name and bindings: - tool_bindings[tool_name] = { - str(b.get("name")): ctx.state.eval_if_expression(b.get("input")) for b in bindings if b.get("name") - } - - logger.debug(f"InvokeAzureAgent: calling '{agent_name}' with {len(messages)} messages") - - # External loop iteration counter - iteration = 0 - max_iterations = 100 # Safety limit - - # Start external loop if configured - # Build options for kwargs propagation to agent tools - run_kwargs = ctx.run_kwargs - options: dict[str, Any] | None = None - if run_kwargs: - # Merge caller-provided options to avoid duplicate keyword argument - options = dict(run_kwargs.get("options") or {}) - options["additional_function_arguments"] = run_kwargs - # Exclude 'options' from splat to avoid TypeError on duplicate keyword - run_kwargs = {k: v for k, v in run_kwargs.items() if k != "options"} - - while True: - # Invoke the agent - try: - # Agents use run() with stream parameter - if hasattr(agent, "run"): - # Try streaming first - try: - updates: list[Any] = [] - tool_calls: list[Any] = [] - - async for chunk in agent.run(messages, stream=True, options=options, **run_kwargs): - updates.append(chunk) - - # Yield streaming events for text chunks - if hasattr(chunk, "text") and chunk.text: - yield AgentStreamingChunkEvent( - agent_name=str(agent_name), - chunk=chunk.text, - ) - - # Collect tool calls - if hasattr(chunk, "tool_calls"): - tool_calls.extend(chunk.tool_calls) - - # Build consolidated response from updates - response = AgentResponse.from_updates(updates) - text = response.text - response_messages = response.messages - - # Update state with result - ctx.state.set_agent_result( - text=text, - messages=response_messages, - tool_calls=tool_calls if tool_calls else None, - ) - - # Add to conversation history - if text: - ctx.state.add_conversation_message(Message(role="assistant", text=text)) - - # Store in output variables (.NET style) - if output_messages_var: - output_path_mapped = _normalize_variable_path(output_messages_var) - ctx.state.set(output_path_mapped, response_messages if response_messages else text) - - if output_response_obj_var: - output_path_mapped = _normalize_variable_path(output_response_obj_var) - # Try to extract and parse JSON from the response - try: - parsed = _extract_json_from_response(text) if text else None - logger.debug( - f"InvokeAzureAgent (streaming): parsed responseObject for " - f"'{output_path_mapped}': type={type(parsed).__name__}, " - f"value_preview={str(parsed)[:100] if parsed else None}" - ) - ctx.state.set(output_path_mapped, parsed) - except (json.JSONDecodeError, TypeError) as e: - logger.warning( - f"InvokeAzureAgent (streaming): failed to parse JSON for " - f"'{output_path_mapped}': {e}, text_preview={text[:100] if text else None}" - ) - ctx.state.set(output_path_mapped, text) - - # Store in output path (Python style) - if output_path: - ctx.state.set(output_path, text) - - yield AgentResponseEvent( - agent_name=str(agent_name), - text=text, - messages=response_messages, - tool_calls=tool_calls if tool_calls else None, - ) - - except TypeError: - # Agent doesn't support streaming, fall back to non-streaming - response = await agent.run(messages, options=options, **run_kwargs) - - text = response.text - response_messages = response.messages - response_tool_calls: list[Any] | None = getattr(response, "tool_calls", None) - - # Update state with result - ctx.state.set_agent_result( - text=text, - messages=response_messages, - tool_calls=response_tool_calls, - ) - - # Add to conversation history - if text: - ctx.state.add_conversation_message(Message(role="assistant", text=text)) - - # Store in output variables (.NET style) - if output_messages_var: - output_path_mapped = _normalize_variable_path(output_messages_var) - ctx.state.set(output_path_mapped, response_messages if response_messages else text) - - if output_response_obj_var: - output_path_mapped = _normalize_variable_path(output_response_obj_var) - try: - parsed = _extract_json_from_response(text) if text else None - logger.debug( - f"InvokeAzureAgent (non-streaming): parsed responseObject for " - f"'{output_path_mapped}': type={type(parsed).__name__}, " - f"value_preview={str(parsed)[:100] if parsed else None}" - ) - ctx.state.set(output_path_mapped, parsed) - except (json.JSONDecodeError, TypeError) as e: - logger.warning( - f"InvokeAzureAgent (non-streaming): failed to parse JSON for " - f"'{output_path_mapped}': {e}, text_preview={text[:100] if text else None}" - ) - ctx.state.set(output_path_mapped, text) - - # Store in output path (Python style) - if output_path: - ctx.state.set(output_path, text) - - yield AgentResponseEvent( - agent_name=str(agent_name), - text=text, - messages=response_messages, - tool_calls=response_tool_calls, - ) - else: - logger.error(f"InvokeAzureAgent: agent '{agent_name}' has no run method") - break - - except Exception as e: - logger.error(f"InvokeAzureAgent: error invoking agent '{agent_name}': {e}") - raise - - # Check external loop condition - if external_loop_when: - # Evaluate the loop condition - should_continue = ctx.state.eval(external_loop_when) - should_continue = bool(should_continue) if should_continue is not None else False - - logger.debug( - f"InvokeAzureAgent: external loop condition '{str(external_loop_when)[:50]}' = " - f"{should_continue} (iteration {iteration})" - ) - - if should_continue and iteration < max_iterations: - # Emit event to signal waiting for external input - action_id: str = str(ctx.action.get("id", f"agent_{agent_name}")) - yield ExternalLoopEvent( - action_id=action_id, - iteration=iteration, - condition_expression=str(external_loop_when), - ) - - # The workflow executor should: - # 1. Pause execution - # 2. Wait for external input - # 3. Update state with input - # 4. Resume this generator - - # For now, we request input via QuestionRequest - yield QuestionRequest( - request_id=f"{action_id}_input_{iteration}", - prompt="Waiting for user input...", - variable="Local.userInput", - ) - - iteration += 1 - - # Clear messages for next iteration (start fresh with conversation) - messages = _build_messages_from_state(ctx) - continue - elif iteration >= max_iterations: - logger.warning(f"InvokeAzureAgent: external loop exceeded max iterations ({max_iterations})") - - # No external loop or condition is false - exit - break - - -def _normalize_variable_path(variable: str) -> str: - """Normalize variable names to ensure they have a scope prefix. - - Args: - variable: Variable name like 'Local.X' or 'System.ConversationId' - - Returns: - The variable path with a scope prefix (defaults to Local if none provided) - """ - if variable.startswith(("Local.", "System.", "Workflow.", "Agent.", "Conversation.")): - # Already has a proper namespace - return variable - if "." in variable: - # Has some namespace, use as-is - return variable - # Default to Local scope - return "Local." + variable - - -@action_handler("InvokePromptAgent") -async def handle_invoke_prompt_agent(ctx: ActionContext) -> AsyncGenerator[WorkflowEvent]: - """Invoke a local prompt-based agent (similar to InvokeAzureAgent but for local agents). - - Action schema: - kind: InvokePromptAgent - agent: agentName # name of the agent in the agents registry - input: =expression or literal input - instructions: =expression or literal prompt/instructions - outputPath: Local.response # optional path to store result - """ - # Implementation is similar to InvokeAzureAgent - # The difference is primarily in how the agent is configured - agent_name_raw = ctx.action.get("agent") - if not isinstance(agent_name_raw, str): - logger.warning("InvokePromptAgent action missing 'agent' property") - return - agent_name: str = agent_name_raw - input_expr = ctx.action.get("input") - instructions = ctx.action.get("instructions") - output_path = ctx.action.get("outputPath") - - # Get the agent from registry - agent = ctx.agents.get(agent_name) - if agent is None: - logger.error(f"InvokePromptAgent: agent '{agent_name}' not found in registry") - return - - # Evaluate input - input_value = ctx.state.eval_if_expression(input_expr) if input_expr else None - - # Evaluate instructions (unused currently but may be used for prompting) - _ = ctx.state.eval_if_expression(instructions) if instructions else None - - # Build messages - messages = _build_messages_from_state(ctx) - - # Add input as user message if provided - if input_value: - if isinstance(input_value, str): - messages.append(Message(role="user", text=input_value)) - elif isinstance(input_value, Message): - messages.append(input_value) - - logger.debug(f"InvokePromptAgent: calling '{agent_name}' with {len(messages)} messages") - - # Build options for kwargs propagation to agent tools - prompt_run_kwargs = ctx.run_kwargs - prompt_options: dict[str, Any] | None = None - if prompt_run_kwargs: - # Merge caller-provided options to avoid duplicate keyword argument - prompt_options = dict(prompt_run_kwargs.get("options") or {}) - prompt_options["additional_function_arguments"] = prompt_run_kwargs - # Exclude 'options' from splat to avoid TypeError on duplicate keyword - prompt_run_kwargs = {k: v for k, v in prompt_run_kwargs.items() if k != "options"} - - # Invoke the agent - try: - if hasattr(agent, "run"): - # Try streaming first - try: - updates: list[Any] = [] - - async for chunk in agent.run(messages, stream=True, options=prompt_options, **prompt_run_kwargs): - updates.append(chunk) - - if hasattr(chunk, "text") and chunk.text: - yield AgentStreamingChunkEvent( - agent_name=agent_name, - chunk=chunk.text, - ) - - # Build consolidated response from updates - response = AgentResponse.from_updates(updates) - text = response.text - response_messages = response.messages - - ctx.state.set_agent_result(text=text, messages=response_messages) - - if text: - ctx.state.add_conversation_message(Message(role="assistant", text=text)) - - if output_path: - ctx.state.set(output_path, text) - - yield AgentResponseEvent( - agent_name=agent_name, - text=text, - messages=response_messages, - ) - - except TypeError: - # Agent doesn't support streaming, fall back to non-streaming - response = await agent.run(messages, options=prompt_options, **prompt_run_kwargs) - text = response.text - response_messages = response.messages - - ctx.state.set_agent_result(text=text, messages=response_messages) - - if text: - ctx.state.add_conversation_message(Message(role="assistant", text=text)) - - if output_path: - ctx.state.set(output_path, text) - - yield AgentResponseEvent( - agent_name=agent_name, - text=text, - messages=response_messages, - ) - else: - logger.error(f"InvokePromptAgent: agent '{agent_name}' has no run method") - - except Exception as e: - logger.error(f"InvokePromptAgent: error invoking agent '{agent_name}': {e}") - raise diff --git a/python/packages/declarative/agent_framework_declarative/_workflows/_actions_basic.py b/python/packages/declarative/agent_framework_declarative/_workflows/_actions_basic.py deleted file mode 100644 index 1813c62233..0000000000 --- a/python/packages/declarative/agent_framework_declarative/_workflows/_actions_basic.py +++ /dev/null @@ -1,572 +0,0 @@ -# Copyright (c) Microsoft. All rights reserved. - -"""Basic action handlers for variable manipulation and output. - -This module implements handlers for: -- SetValue: Set a variable in the workflow state -- AppendValue: Append a value to a list variable -- SendActivity: Send text or attachments to the user -- EmitEvent: Emit a custom workflow event - -Note: All handlers are defined as async generators (AsyncGenerator[WorkflowEvent, None]) -for consistency with the ActionHandler protocol, even when they don't perform async -operations. This uniform interface allows the workflow executor to consume all handlers -the same way, and some handlers (like InvokeAzureAgent) genuinely require async for -network calls. The `return; yield` pattern makes a function an async generator without -actually yielding any events. -""" - -from __future__ import annotations - -import logging -from collections.abc import AsyncGenerator -from typing import TYPE_CHECKING, Any, cast - -from ._handlers import ( - ActionContext, - AttachmentOutputEvent, - CustomEvent, - TextOutputEvent, - WorkflowEvent, - action_handler, -) - -if TYPE_CHECKING: - from ._state import WorkflowState - -logger = logging.getLogger("agent_framework.declarative") - - -@action_handler("SetValue") -async def handle_set_value(ctx: ActionContext) -> AsyncGenerator[WorkflowEvent]: # noqa: RUF029 - """Set a value in the workflow state. - - Action schema: - kind: SetValue - path: Local.variableName # or Workflow.Outputs.result - value: =expression or literal value - """ - path = ctx.action.get("path") - value = ctx.action.get("value") - - if not path: - logger.warning("SetValue action missing 'path' property") - return - - # Evaluate the value if it's an expression - evaluated_value = ctx.state.eval_if_expression(value) - - logger.debug(f"SetValue: {path} = {evaluated_value}") - ctx.state.set(path, evaluated_value) - - return - yield # Make it a generator - - -@action_handler("SetVariable") -async def handle_set_variable(ctx: ActionContext) -> AsyncGenerator[WorkflowEvent]: # noqa: RUF029 - """Set a variable in the workflow state (.NET workflow format). - - This is an alias for SetValue with 'variable' instead of 'path'. - - Action schema: - kind: SetVariable - variable: Local.variableName - value: =expression or literal value - """ - variable = ctx.action.get("variable") - value = ctx.action.get("value") - - if not variable: - logger.warning("SetVariable action missing 'variable' property") - return - - # Evaluate the value if it's an expression - evaluated_value = ctx.state.eval_if_expression(value) - - # Use .NET-style variable names directly (Local.X, System.X, Workflow.X) - path = _normalize_variable_path(variable) - - logger.debug(f"SetVariable: {variable} ({path}) = {evaluated_value}") - ctx.state.set(path, evaluated_value) - - return - yield # Make it a generator - - -def _normalize_variable_path(variable: str) -> str: - """Normalize variable names to ensure they have a scope prefix. - - Args: - variable: Variable name like 'Local.X' or 'System.ConversationId' - - Returns: - The variable path with a scope prefix (defaults to Local if none provided) - """ - if variable.startswith(("Local.", "System.", "Workflow.", "Agent.", "Conversation.")): - # Already has a proper namespace - return variable - if "." in variable: - # Has some namespace, use as-is - return variable - # Default to Local scope - return "Local." + variable - - -@action_handler("AppendValue") -async def handle_append_value(ctx: ActionContext) -> AsyncGenerator[WorkflowEvent]: # noqa: RUF029 - """Append a value to a list in the workflow state. - - Action schema: - kind: AppendValue - path: Local.results - value: =expression or literal value - """ - path = ctx.action.get("path") - value = ctx.action.get("value") - - if not path: - logger.warning("AppendValue action missing 'path' property") - return - - # Evaluate the value if it's an expression - evaluated_value = ctx.state.eval_if_expression(value) - - logger.debug(f"AppendValue: {path} += {evaluated_value}") - ctx.state.append(path, evaluated_value) - - return - yield # Make it a generator - - -@action_handler("SendActivity") -async def handle_send_activity(ctx: ActionContext) -> AsyncGenerator[WorkflowEvent]: # noqa: RUF029 - """Send text or attachments to the user. - - Action schema (object form): - kind: SendActivity - activity: - text: =expression or literal text - attachments: - - content: ... - contentType: text/plain - - Action schema (simple form): - kind: SendActivity - activity: =expression or literal text - """ - activity = ctx.action.get("activity", {}) - - # Handle simple string form - if isinstance(activity, str): - evaluated_text = ctx.state.eval_if_expression(activity) - if evaluated_text: - logger.debug( - "SendActivity: text = %s", evaluated_text[:100] if len(str(evaluated_text)) > 100 else evaluated_text - ) - yield TextOutputEvent(text=str(evaluated_text)) - return - - # Handle object form - text output - text = activity.get("text") - if text: - evaluated_text = ctx.state.eval_if_expression(text) - if evaluated_text: - logger.debug( - "SendActivity: text = %s", evaluated_text[:100] if len(str(evaluated_text)) > 100 else evaluated_text - ) - yield TextOutputEvent(text=str(evaluated_text)) - - # Handle attachments - attachments = activity.get("attachments", []) - for attachment in attachments: - content = attachment.get("content") - content_type = attachment.get("contentType", "application/octet-stream") - - if content: - evaluated_content = ctx.state.eval_if_expression(content) - logger.debug(f"SendActivity: attachment type={content_type}") - yield AttachmentOutputEvent(content=evaluated_content, content_type=content_type) - - -@action_handler("EmitEvent") -async def handle_emit_event(ctx: ActionContext) -> AsyncGenerator[WorkflowEvent]: # noqa: RUF029 - """Emit a custom workflow event. - - Action schema: - kind: EmitEvent - event: - name: eventName - data: =expression or literal data - """ - event_def = ctx.action.get("event", {}) - name = event_def.get("name") - data = event_def.get("data") - - if not name: - logger.warning("EmitEvent action missing 'event.name' property") - return - - # Evaluate data if it's an expression - evaluated_data = ctx.state.eval_if_expression(data) - - logger.debug(f"EmitEvent: {name} = {evaluated_data}") - yield CustomEvent(name=name, data=evaluated_data) - - -def _evaluate_dict_values(d: dict[str, Any], state: WorkflowState) -> dict[str, Any]: - """Recursively evaluate PowerFx expressions in a dictionary. - - Args: - d: Dictionary that may contain expression values - state: The workflow state for expression evaluation - - Returns: - Dictionary with all expressions evaluated - """ - result: dict[str, Any] = {} - for key, value in d.items(): - if isinstance(value, str): - result[key] = state.eval_if_expression(value) - elif isinstance(value, dict): - result[key] = _evaluate_dict_values(cast(dict[str, Any], value), state) - elif isinstance(value, list): - evaluated_list: list[Any] = [] - for list_item in value: - if isinstance(list_item, dict): - evaluated_list.append(_evaluate_dict_values(cast(dict[str, Any], list_item), state)) - elif isinstance(list_item, str): - evaluated_list.append(state.eval_if_expression(list_item)) - else: - evaluated_list.append(list_item) - result[key] = evaluated_list - else: - result[key] = value - return result - - -@action_handler("SetTextVariable") -async def handle_set_text_variable(ctx: ActionContext) -> AsyncGenerator[WorkflowEvent]: # noqa: RUF029 - """Set a text variable with string interpolation support. - - This is similar to SetVariable but supports multi-line text with - {Local.Variable} style interpolation. - - Action schema: - kind: SetTextVariable - variable: Local.myText - value: |- - Multi-line text with {Local.Variable} interpolation - and more content here. - """ - variable = ctx.action.get("variable") - value = ctx.action.get("value") - - if not variable: - logger.warning("SetTextVariable action missing 'variable' property") - return - - # Evaluate the value - handle string interpolation - if isinstance(value, str): - evaluated_value = _interpolate_string(value, ctx.state) - else: - evaluated_value = ctx.state.eval_if_expression(value) - - path = _normalize_variable_path(variable) - - logger.debug(f"SetTextVariable: {variable} ({path}) = {str(evaluated_value)[:100]}") - ctx.state.set(path, evaluated_value) - - return - yield # Make it a generator - - -@action_handler("SetMultipleVariables") -async def handle_set_multiple_variables(ctx: ActionContext) -> AsyncGenerator[WorkflowEvent]: # noqa: RUF029 - """Set multiple variables at once. - - Action schema: - kind: SetMultipleVariables - variables: - - variable: Local.var1 - value: value1 - - variable: Local.var2 - value: =expression - """ - variables = ctx.action.get("variables", []) - - for var_def in variables: - variable = var_def.get("variable") - value = var_def.get("value") - - if not variable: - logger.warning("SetMultipleVariables: variable entry missing 'variable' property") - continue - - evaluated_value = ctx.state.eval_if_expression(value) - path = _normalize_variable_path(variable) - - logger.debug(f"SetMultipleVariables: {variable} ({path}) = {evaluated_value}") - ctx.state.set(path, evaluated_value) - - return - yield # Make it a generator - - -@action_handler("ResetVariable") -async def handle_reset_variable(ctx: ActionContext) -> AsyncGenerator[WorkflowEvent]: # noqa: RUF029 - """Reset a variable to its default/blank state. - - Action schema: - kind: ResetVariable - variable: Local.variableName - """ - variable = ctx.action.get("variable") - - if not variable: - logger.warning("ResetVariable action missing 'variable' property") - return - - path = _normalize_variable_path(variable) - - logger.debug(f"ResetVariable: {variable} ({path}) = None") - ctx.state.set(path, None) - - return - yield # Make it a generator - - -@action_handler("ClearAllVariables") -async def handle_clear_all_variables(ctx: ActionContext) -> AsyncGenerator[WorkflowEvent]: # noqa: RUF029 - """Clear all turn-scoped variables. - - Action schema: - kind: ClearAllVariables - """ - logger.debug("ClearAllVariables: clearing turn scope") - ctx.state.reset_local() - - return - yield # Make it a generator - - -@action_handler("CreateConversation") -async def handle_create_conversation(ctx: ActionContext) -> AsyncGenerator[WorkflowEvent]: # noqa: RUF029 - """Create a new conversation context. - - Action schema (.NET style): - kind: CreateConversation - conversationId: Local.myConversationId # Variable to store the generated ID - - The conversationId parameter is the OUTPUT variable where the generated - conversation ID will be stored. This matches .NET behavior where: - - A unique conversation ID is always auto-generated - - The conversationId parameter specifies where to store it - """ - import uuid - - conversation_id_var = ctx.action.get("conversationId") - - # Always generate a unique ID (.NET behavior) - generated_id = str(uuid.uuid4()) - - # Store conversation in state - conversations: dict[str, Any] = ctx.state.get("System.conversations") or {} - conversations[generated_id] = { - "id": generated_id, - "messages": [], - "created_at": None, # Could add timestamp - } - ctx.state.set("System.conversations", conversations) - - logger.debug(f"CreateConversation: created {generated_id}") - - # Store the generated ID in the specified variable (.NET style output binding) - if conversation_id_var: - output_path = _normalize_variable_path(conversation_id_var) - ctx.state.set(output_path, generated_id) - logger.debug(f"CreateConversation: bound to {output_path} = {generated_id}") - - # Also handle legacy output binding for backwards compatibility - output = ctx.action.get("output", {}) - output_var = output.get("conversationId") - if output_var: - output_path = _normalize_variable_path(output_var) - ctx.state.set(output_path, generated_id) - logger.debug(f"CreateConversation: legacy output bound to {output_path}") - - return - yield # Make it a generator - - -@action_handler("AddConversationMessage") -async def handle_add_conversation_message(ctx: ActionContext) -> AsyncGenerator[WorkflowEvent]: # noqa: RUF029 - """Add a message to a conversation. - - Action schema: - kind: AddConversationMessage - conversationId: =expression or variable reference - message: - role: user | assistant | system - content: =expression or literal text - """ - conversation_id = ctx.action.get("conversationId") - message_def = ctx.action.get("message", {}) - - if not conversation_id: - logger.warning("AddConversationMessage missing 'conversationId' property") - return - - # Evaluate conversation ID - evaluated_id = ctx.state.eval_if_expression(conversation_id) - - # Evaluate message content - role = message_def.get("role", "user") - content = message_def.get("content", "") - - evaluated_content = ctx.state.eval_if_expression(content) - if isinstance(evaluated_content, str): - evaluated_content = _interpolate_string(evaluated_content, ctx.state) - - # Get or create conversation - conversations: dict[str, Any] = ctx.state.get("System.conversations") or {} - if evaluated_id not in conversations: - conversations[evaluated_id] = {"id": evaluated_id, "messages": []} - - # Add message - message: dict[str, Any] = {"role": role, "content": evaluated_content} - conv_entry: dict[str, Any] = dict(conversations[evaluated_id]) - messages_list: list[Any] = list(conv_entry.get("messages", [])) - messages_list.append(message) - conv_entry["messages"] = messages_list - conversations[evaluated_id] = conv_entry - ctx.state.set("System.conversations", conversations) - - # Also add to global conversation state - ctx.state.add_conversation_message(message) - - logger.debug(f"AddConversationMessage: added {role} message to {evaluated_id}") - - return - yield # Make it a generator - - -@action_handler("CopyConversationMessages") -async def handle_copy_conversation_messages(ctx: ActionContext) -> AsyncGenerator[WorkflowEvent]: # noqa: RUF029 - """Copy messages from one conversation to another. - - Action schema: - kind: CopyConversationMessages - sourceConversationId: =expression - targetConversationId: =expression - count: 10 # optional, number of messages to copy - """ - source_id = ctx.action.get("sourceConversationId") - target_id = ctx.action.get("targetConversationId") - count = ctx.action.get("count") - - if not source_id or not target_id: - logger.warning("CopyConversationMessages missing source or target conversation ID") - return - - # Evaluate IDs - evaluated_source = ctx.state.eval_if_expression(source_id) - evaluated_target = ctx.state.eval_if_expression(target_id) - - # Get conversations - conversations: dict[str, Any] = ctx.state.get("System.conversations") or {} - - source_conv: dict[str, Any] = conversations.get(evaluated_source, {}) - source_messages: list[Any] = source_conv.get("messages", []) - - # Limit messages if count specified - if count is not None: - source_messages = source_messages[-count:] - - # Get or create target conversation - if evaluated_target not in conversations: - conversations[evaluated_target] = {"id": evaluated_target, "messages": []} - - # Copy messages - target_entry: dict[str, Any] = dict(conversations[evaluated_target]) - target_messages: list[Any] = list(target_entry.get("messages", [])) - target_messages.extend(source_messages) - target_entry["messages"] = target_messages - conversations[evaluated_target] = target_entry - ctx.state.set("System.conversations", conversations) - - logger.debug( - "CopyConversationMessages: copied %d messages from %s to %s", - len(source_messages), - evaluated_source, - evaluated_target, - ) - - return - yield # Make it a generator - - -@action_handler("RetrieveConversationMessages") -async def handle_retrieve_conversation_messages(ctx: ActionContext) -> AsyncGenerator[WorkflowEvent]: # noqa: RUF029 - """Retrieve messages from a conversation and store in a variable. - - Action schema: - kind: RetrieveConversationMessages - conversationId: =expression - output: - messages: Local.myMessages - count: 10 # optional - """ - conversation_id = ctx.action.get("conversationId") - output = ctx.action.get("output", {}) - count = ctx.action.get("count") - - if not conversation_id: - logger.warning("RetrieveConversationMessages missing 'conversationId' property") - return - - # Evaluate conversation ID - evaluated_id = ctx.state.eval_if_expression(conversation_id) - - # Get messages - conversations: dict[str, Any] = ctx.state.get("System.conversations") or {} - conv: dict[str, Any] = conversations.get(evaluated_id, {}) - messages: list[Any] = conv.get("messages", []) - - # Limit messages if count specified - if count is not None: - messages = messages[-count:] - - # Handle output binding - output_var = output.get("messages") - if output_var: - output_path = _normalize_variable_path(output_var) - ctx.state.set(output_path, messages) - logger.debug(f"RetrieveConversationMessages: bound {len(messages)} messages to {output_path}") - - return - yield # Make it a generator - - -def _interpolate_string(text: str, state: WorkflowState) -> str: - """Interpolate {Variable.Path} references in a string. - - Args: - text: Text that may contain {Variable.Path} references - state: The workflow state for variable lookup - - Returns: - Text with variables interpolated - """ - import re - - def replace_var(match: re.Match[str]) -> str: - var_path: str = match.group(1) - # Map .NET style to Python style - path = _normalize_variable_path(var_path) - value = state.get(path) - return str(value) if value is not None else "" - - # Match {Variable.Path} patterns - pattern = r"\{([A-Za-z][A-Za-z0-9_.]*)\}" - return re.sub(pattern, replace_var, text) diff --git a/python/packages/declarative/agent_framework_declarative/_workflows/_actions_control_flow.py b/python/packages/declarative/agent_framework_declarative/_workflows/_actions_control_flow.py deleted file mode 100644 index 7328afa970..0000000000 --- a/python/packages/declarative/agent_framework_declarative/_workflows/_actions_control_flow.py +++ /dev/null @@ -1,396 +0,0 @@ -# Copyright (c) Microsoft. All rights reserved. - -"""Control flow action handlers for declarative workflows. - -This module implements handlers for: -- Foreach: Iterate over a collection and execute nested actions -- If: Conditional branching -- Switch: Multi-way branching based on value matching -- RepeatUntil: Loop until a condition is met -- BreakLoop: Exit the current loop -- ContinueLoop: Skip to the next iteration -""" - -import logging -from collections.abc import AsyncGenerator - -from ._handlers import ( - ActionContext, - LoopControlSignal, - WorkflowEvent, - action_handler, -) - -logger = logging.getLogger("agent_framework.declarative") - - -@action_handler("Foreach") -async def handle_foreach(ctx: ActionContext) -> AsyncGenerator[WorkflowEvent, None]: - """Iterate over a collection and execute nested actions for each item. - - Action schema: - kind: Foreach - source: =expression returning a collection - itemName: itemVariable # optional, defaults to 'item' - indexName: indexVariable # optional, defaults to 'index' - actions: - - kind: ... - """ - source_expr = ctx.action.get("source") - item_name = ctx.action.get("itemName", "item") - index_name = ctx.action.get("indexName", "index") - actions = ctx.action.get("actions", []) - - if not source_expr: - logger.warning("Foreach action missing 'source' property") - return - - # Evaluate the source collection - collection = ctx.state.eval_if_expression(source_expr) - - if collection is None: - logger.debug("Foreach: source evaluated to None, skipping") - return - - if not hasattr(collection, "__iter__"): - logger.warning(f"Foreach: source is not iterable: {type(collection).__name__}") - return - - collection_len = len(list(collection)) if hasattr(collection, "__len__") else "?" - logger.debug(f"Foreach: iterating over {collection_len} items") - - # Iterate over the collection - for index, item in enumerate(collection): - # Set loop variables in the Local scope - ctx.state.set(f"Local.{item_name}", item) - ctx.state.set(f"Local.{index_name}", index) - - # Execute nested actions - try: - async for event in ctx.execute_actions(actions, ctx.state): - # Check for loop control signals - if isinstance(event, LoopControlSignal): - if event.signal_type == "break": - logger.debug(f"Foreach: break signal received at index {index}") - return - elif event.signal_type == "continue": - logger.debug(f"Foreach: continue signal received at index {index}") - break # Break inner loop to continue outer - else: - yield event - except StopIteration: - # Continue signal was raised - continue - - -@action_handler("If") -async def handle_if(ctx: ActionContext) -> AsyncGenerator[WorkflowEvent, None]: - """Conditional branching based on a condition expression. - - Action schema: - kind: If - condition: =boolean expression - then: - - kind: ... # actions if condition is true - else: - - kind: ... # actions if condition is false (optional) - """ - condition_expr = ctx.action.get("condition") - then_actions = ctx.action.get("then", []) - else_actions = ctx.action.get("else", []) - - if condition_expr is None: - logger.warning("If action missing 'condition' property") - return - - # Evaluate the condition - condition_result = ctx.state.eval_if_expression(condition_expr) - - # Coerce to boolean - is_truthy = bool(condition_result) - - logger.debug( - "If: condition '%s' evaluated to %s", - condition_expr[:50] if len(str(condition_expr)) > 50 else condition_expr, - is_truthy, - ) - - # Execute the appropriate branch - actions_to_execute = then_actions if is_truthy else else_actions - - async for event in ctx.execute_actions(actions_to_execute, ctx.state): - yield event - - -@action_handler("Switch") -async def handle_switch(ctx: ActionContext) -> AsyncGenerator[WorkflowEvent, None]: - """Multi-way branching based on value matching. - - Action schema: - kind: Switch - value: =expression to match - cases: - - match: value1 - actions: - - kind: ... - - match: value2 - actions: - - kind: ... - default: - - kind: ... # optional default actions - """ - value_expr = ctx.action.get("value") - cases = ctx.action.get("cases", []) - default_actions = ctx.action.get("default", []) - - if not value_expr: - logger.warning("Switch action missing 'value' property") - return - - # Evaluate the switch value - switch_value = ctx.state.eval_if_expression(value_expr) - - logger.debug(f"Switch: value = {switch_value}") - - # Find matching case - matched_actions = None - for case in cases: - match_value = ctx.state.eval_if_expression(case.get("match")) - if switch_value == match_value: - matched_actions = case.get("actions", []) - logger.debug(f"Switch: matched case '{match_value}'") - break - - # Use default if no match found - if matched_actions is None: - matched_actions = default_actions - logger.debug("Switch: using default case") - - # Execute matched actions - async for event in ctx.execute_actions(matched_actions, ctx.state): - yield event - - -@action_handler("RepeatUntil") -async def handle_repeat_until(ctx: ActionContext) -> AsyncGenerator[WorkflowEvent, None]: - """Loop until a condition becomes true. - - Action schema: - kind: RepeatUntil - condition: =boolean expression (loop exits when true) - maxIterations: 100 # optional safety limit - actions: - - kind: ... - """ - condition_expr = ctx.action.get("condition") - max_iterations = ctx.action.get("maxIterations", 100) - actions = ctx.action.get("actions", []) - - if condition_expr is None: - logger.warning("RepeatUntil action missing 'condition' property") - return - - iteration = 0 - while iteration < max_iterations: - iteration += 1 - ctx.state.set("Local.iteration", iteration) - - logger.debug(f"RepeatUntil: iteration {iteration}") - - # Execute loop body - should_break = False - async for event in ctx.execute_actions(actions, ctx.state): - if isinstance(event, LoopControlSignal): - if event.signal_type == "break": - logger.debug(f"RepeatUntil: break signal received at iteration {iteration}") - should_break = True - break - elif event.signal_type == "continue": - logger.debug(f"RepeatUntil: continue signal received at iteration {iteration}") - break - else: - yield event - - if should_break: - break - - # Check exit condition - condition_result = ctx.state.eval_if_expression(condition_expr) - if bool(condition_result): - logger.debug(f"RepeatUntil: condition met after {iteration} iterations") - break - - if iteration >= max_iterations: - logger.warning(f"RepeatUntil: reached max iterations ({max_iterations})") - - -@action_handler("BreakLoop") -async def handle_break_loop(ctx: ActionContext) -> AsyncGenerator[WorkflowEvent, None]: # noqa: RUF029 - """Signal to break out of the current loop. - - Action schema: - kind: BreakLoop - """ - logger.debug("BreakLoop: signaling break") - yield LoopControlSignal(signal_type="break") - - -@action_handler("ContinueLoop") -async def handle_continue_loop(ctx: ActionContext) -> AsyncGenerator[WorkflowEvent, None]: # noqa: RUF029 - """Signal to continue to the next iteration of the current loop. - - Action schema: - kind: ContinueLoop - """ - logger.debug("ContinueLoop: signaling continue") - yield LoopControlSignal(signal_type="continue") - - -@action_handler("ConditionGroup") -async def handle_condition_group(ctx: ActionContext) -> AsyncGenerator[WorkflowEvent, None]: - """Multi-condition branching (like else-if chains). - - Evaluates conditions in order and executes the first matching condition's actions. - If no conditions match and elseActions is provided, executes those. - - Action schema: - kind: ConditionGroup - conditions: - - condition: =boolean expression - actions: - - kind: ... - - condition: =another expression - actions: - - kind: ... - elseActions: - - kind: ... # optional, executed if no conditions match - """ - conditions = ctx.action.get("conditions", []) - else_actions = ctx.action.get("elseActions", []) - - matched = False - for condition_def in conditions: - condition_expr = condition_def.get("condition") - actions = condition_def.get("actions", []) - - if condition_expr is None: - logger.warning("ConditionGroup condition missing 'condition' property") - continue - - # Evaluate the condition - condition_result = ctx.state.eval_if_expression(condition_expr) - is_truthy = bool(condition_result) - - logger.debug( - "ConditionGroup: condition '%s' evaluated to %s", - str(condition_expr)[:50] if len(str(condition_expr)) > 50 else condition_expr, - is_truthy, - ) - - if is_truthy: - matched = True - # Execute this condition's actions - async for event in ctx.execute_actions(actions, ctx.state): - yield event - # Only execute the first matching condition - break - - # Execute elseActions if no condition matched - if not matched and else_actions: - logger.debug("ConditionGroup: no conditions matched, executing elseActions") - async for event in ctx.execute_actions(else_actions, ctx.state): - yield event - - -@action_handler("GotoAction") -async def handle_goto_action(ctx: ActionContext) -> AsyncGenerator[WorkflowEvent, None]: # noqa: RUF029 - """Jump to another action by ID (triggers re-execution from that action). - - Note: GotoAction in the .NET implementation creates a loop by restarting - execution from a specific action. In Python, we emit a GotoSignal that - the top-level executor should handle. - - Action schema: - kind: GotoAction - actionId: target_action_id - """ - action_id = ctx.action.get("actionId") - - if not action_id: - logger.warning("GotoAction missing 'actionId' property") - return - - logger.debug(f"GotoAction: jumping to action '{action_id}'") - - # Emit a goto signal that the executor should handle - yield GotoSignal(target_action_id=action_id) - - -class GotoSignal(WorkflowEvent): - """Signal to jump to a specific action by ID. - - This signal is used by GotoAction to implement control flow jumps. - The top-level executor should handle this signal appropriately. - """ - - def __init__(self, target_action_id: str) -> None: - self.target_action_id = target_action_id - - -class EndWorkflowSignal(WorkflowEvent): - """Signal to end the workflow execution. - - This signal causes the workflow to terminate gracefully. - """ - - def __init__(self, reason: str | None = None) -> None: - self.reason = reason - - -class EndConversationSignal(WorkflowEvent): - """Signal to end the current conversation. - - This signal causes the conversation to terminate while the workflow may continue. - """ - - def __init__(self, conversation_id: str | None = None, reason: str | None = None) -> None: - self.conversation_id = conversation_id - self.reason = reason - - -@action_handler("EndWorkflow") -async def handle_end_workflow(ctx: ActionContext) -> AsyncGenerator[WorkflowEvent, None]: # noqa: RUF029 - """End the workflow execution. - - Action schema: - kind: EndWorkflow - reason: Optional reason for ending (for logging) - """ - reason = ctx.action.get("reason") - - logger.debug(f"EndWorkflow: ending workflow{f' (reason: {reason})' if reason else ''}") - - yield EndWorkflowSignal(reason=reason) - - -@action_handler("EndConversation") -async def handle_end_conversation(ctx: ActionContext) -> AsyncGenerator[WorkflowEvent, None]: # noqa: RUF029 - """End the current conversation. - - Action schema: - kind: EndConversation - conversationId: Optional specific conversation to end - reason: Optional reason for ending - """ - conversation_id = ctx.action.get("conversationId") - reason = ctx.action.get("reason") - - # Evaluate conversation ID if provided - if conversation_id: - evaluated_id = ctx.state.eval_if_expression(conversation_id) - else: - evaluated_id = ctx.state.get("System.ConversationId") - - logger.debug(f"EndConversation: ending conversation {evaluated_id}{f' (reason: {reason})' if reason else ''}") - - yield EndConversationSignal(conversation_id=evaluated_id, reason=reason) diff --git a/python/packages/declarative/agent_framework_declarative/_workflows/_actions_error.py b/python/packages/declarative/agent_framework_declarative/_workflows/_actions_error.py deleted file mode 100644 index ece5d02953..0000000000 --- a/python/packages/declarative/agent_framework_declarative/_workflows/_actions_error.py +++ /dev/null @@ -1,131 +0,0 @@ -# Copyright (c) Microsoft. All rights reserved. - -"""Error handling action handlers for declarative workflows. - -This module implements handlers for: -- ThrowException: Raise an error that can be caught by TryCatch -- TryCatch: Try-catch-finally error handling -""" - -from __future__ import annotations - -import logging -from collections.abc import AsyncGenerator -from dataclasses import dataclass - -from ._handlers import ( - ActionContext, - WorkflowEvent, - action_handler, -) - -logger = logging.getLogger("agent_framework.declarative") - - -class WorkflowActionError(Exception): - """Exception raised by ThrowException action.""" - - def __init__(self, message: str, code: str | None = None): - super().__init__(message) - self.code = code - - -@dataclass -class ErrorEvent(WorkflowEvent): - """Event emitted when an error occurs.""" - - message: str - """The error message.""" - - code: str | None = None - """Optional error code.""" - - source_action: str | None = None - """The action that caused the error.""" - - -@action_handler("ThrowException") -async def handle_throw_exception(ctx: ActionContext) -> AsyncGenerator[WorkflowEvent]: # noqa: RUF029 - """Raise an exception that can be caught by TryCatch. - - Action schema: - kind: ThrowException - message: =expression or literal error message - code: ERROR_CODE # optional error code - """ - message_expr = ctx.action.get("message", "An error occurred") - code = ctx.action.get("code") - - # Evaluate the message if it's an expression - message = ctx.state.eval_if_expression(message_expr) - - logger.debug(f"ThrowException: {message} (code={code})") - - raise WorkflowActionError(str(message), code) - - # This yield is never reached but makes it a generator - yield ErrorEvent(message=str(message), code=code) # type: ignore[unreachable] - - -@action_handler("TryCatch") -async def handle_try_catch(ctx: ActionContext) -> AsyncGenerator[WorkflowEvent]: - """Try-catch-finally error handling. - - Action schema: - kind: TryCatch - try: - - kind: ... # actions to try - catch: - - kind: ... # actions to execute on error (optional) - finally: - - kind: ... # actions to always execute (optional) - - In the catch block, the following variables are available: - Local.error.message: The error message - Local.error.code: The error code (if provided) - Local.error.type: The error type name - """ - try_actions = ctx.action.get("try", []) - catch_actions = ctx.action.get("catch", []) - finally_actions = ctx.action.get("finally", []) - - error_occurred = False - error_info = None - - # Execute try block - try: - async for event in ctx.execute_actions(try_actions, ctx.state): - yield event - except WorkflowActionError as e: - error_occurred = True - error_info = { - "message": str(e), - "code": e.code, - "type": "WorkflowActionError", - } - logger.debug(f"TryCatch: caught WorkflowActionError: {e}") - except Exception as e: - error_occurred = True - error_info = { - "message": str(e), - "code": None, - "type": type(e).__name__, - } - logger.debug(f"TryCatch: caught {type(e).__name__}: {e}") - - # Execute catch block if error occurred - if error_occurred and catch_actions: - # Set error info in Local scope - ctx.state.set("Local.error", error_info) - - try: - async for event in ctx.execute_actions(catch_actions, ctx.state): - yield event - finally: - # Clean up error info (but don't interfere with finally block) - pass - - # Execute finally block - if finally_actions: - async for event in ctx.execute_actions(finally_actions, ctx.state): - yield event diff --git a/python/packages/declarative/agent_framework_declarative/_workflows/_declarative_base.py b/python/packages/declarative/agent_framework_declarative/_workflows/_declarative_base.py index 229f6ea3b0..2d154ae63d 100644 --- a/python/packages/declarative/agent_framework_declarative/_workflows/_declarative_base.py +++ b/python/packages/declarative/agent_framework_declarative/_workflows/_declarative_base.py @@ -854,12 +854,18 @@ async def _ensure_state_initialized( # Structured inputs - use directly state.initialize(trigger) # type: ignore elif isinstance(trigger, str): - # String input - wrap in dict + # String input - wrap in dict and populate System.LastMessage.Text + # so YAML expressions like =System.LastMessage.Text see the user input state.initialize({"input": trigger}) + state.set("System.LastMessage", {"Text": trigger, "Id": ""}) + state.set("System.LastMessageText", trigger) elif not isinstance( trigger, (ActionTrigger, ActionComplete, ConditionResult, LoopIterationResult, LoopControl) ): # Any other type - convert to string like .NET's DefaultTransform - state.initialize({"input": str(trigger)}) + input_str = str(trigger) + state.initialize({"input": input_str}) + state.set("System.LastMessage", {"Text": input_str, "Id": ""}) + state.set("System.LastMessageText", input_str) return state diff --git a/python/packages/declarative/agent_framework_declarative/_workflows/_declarative_builder.py b/python/packages/declarative/agent_framework_declarative/_workflows/_declarative_builder.py index cb7acd2c4b..b72110c398 100644 --- a/python/packages/declarative/agent_framework_declarative/_workflows/_declarative_builder.py +++ b/python/packages/declarative/agent_framework_declarative/_workflows/_declarative_builder.py @@ -120,6 +120,7 @@ def __init__( agents: dict[str, Any] | None = None, checkpoint_storage: Any | None = None, validate: bool = True, + max_iterations: int | None = None, ): """Initialize the builder. @@ -129,6 +130,8 @@ def __init__( agents: Registry of agent instances by name (for InvokeAzureAgent actions) checkpoint_storage: Optional checkpoint storage for pause/resume support validate: Whether to validate the workflow definition before building (default: True) + max_iterations: Maximum runner supersteps. Falls back to the YAML ``maxTurns`` + field, then to the core default (100). """ self._yaml_def = yaml_definition self._workflow_id = workflow_id or yaml_definition.get("name", "declarative_workflow") @@ -139,6 +142,8 @@ def __init__( self._pending_gotos: list[tuple[Any, str]] = [] # (goto_executor, target_id) self._validate = validate self._seen_explicit_ids: set[str] = set() # Track explicit IDs for duplicate detection + # Resolve max_iterations: explicit arg > YAML maxTurns > core default + self._max_iterations: int | None = max_iterations or yaml_definition.get("maxTurns") def build(self) -> Workflow: """Build the workflow graph. @@ -163,11 +168,14 @@ def build(self) -> Workflow: # _create_executors_for_actions runs (which itself needs the builder to add edges). entry_node = JoinExecutor({"kind": "Entry"}, id="_workflow_entry") self._executors[entry_node.id] = entry_node - builder = WorkflowBuilder( - start_executor=entry_node, - name=self._workflow_id, - checkpoint_storage=self._checkpoint_storage, - ) + builder_kwargs: dict[str, Any] = { + "start_executor": entry_node, + "name": self._workflow_id, + "checkpoint_storage": self._checkpoint_storage, + } + if self._max_iterations is not None: + builder_kwargs["max_iterations"] = self._max_iterations + builder = WorkflowBuilder(**builder_kwargs) # Create all executors and wire sequential edges first_executor = self._create_executors_for_actions(actions, builder) diff --git a/python/packages/declarative/agent_framework_declarative/_workflows/_executors_basic.py b/python/packages/declarative/agent_framework_declarative/_workflows/_executors_basic.py index f4fed64791..f820358b78 100644 --- a/python/packages/declarative/agent_framework_declarative/_workflows/_executors_basic.py +++ b/python/packages/declarative/agent_framework_declarative/_workflows/_executors_basic.py @@ -6,6 +6,7 @@ Each action becomes a node in the workflow graph. """ +import uuid from typing import Any from agent_framework._workflows import ( @@ -80,6 +81,41 @@ async def handle_action( await ctx.send_message(ActionComplete()) +class CreateConversationExecutor(DeclarativeActionExecutor): + """Executor for the CreateConversation action. + + Generates a unique conversation ID and initialises a conversation entry + in ``System.conversations``. The generated ID is stored at the state + path specified by the ``conversationId`` parameter (if provided). + """ + + @handler + async def handle_action( + self, + trigger: Any, + ctx: WorkflowContext[ActionComplete], + ) -> None: + """Handle the CreateConversation action.""" + state = await self._ensure_state_initialized(ctx, trigger) + + generated_id = str(uuid.uuid4()) + + # Store the generated ID at the requested path (e.g. "Local.myConvId") + conversation_id_path = _get_variable_path(self._action_def, "conversationId") + if conversation_id_path: + state.set(conversation_id_path, generated_id) + + # Initialise the conversation entry in System.conversations + conversations: dict[str, Any] = state.get("System.conversations") or {} + conversations[generated_id] = { + "id": generated_id, + "messages": [], + } + state.set("System.conversations", conversations) + + await ctx.send_message(ActionComplete()) + + class SetTextVariableExecutor(DeclarativeActionExecutor): """Executor for the SetTextVariable action.""" @@ -560,6 +596,7 @@ def _convert_to_type(self, value: Any, target_type: str) -> Any: # Mapping of action kinds to executor classes BASIC_ACTION_EXECUTORS: dict[str, type[DeclarativeActionExecutor]] = { + "CreateConversation": CreateConversationExecutor, "SetValue": SetValueExecutor, "SetVariable": SetVariableExecutor, "SetTextVariable": SetTextVariableExecutor, diff --git a/python/packages/declarative/agent_framework_declarative/_workflows/_factory.py b/python/packages/declarative/agent_framework_declarative/_workflows/_factory.py index 319e47dc3b..3dd31e6eab 100644 --- a/python/packages/declarative/agent_framework_declarative/_workflows/_factory.py +++ b/python/packages/declarative/agent_framework_declarative/_workflows/_factory.py @@ -90,6 +90,7 @@ def __init__( bindings: Mapping[str, Any] | None = None, env_file: str | None = None, checkpoint_storage: CheckpointStorage | None = None, + max_iterations: int | None = None, ) -> None: """Initialize the workflow factory. @@ -100,6 +101,9 @@ def __init__( bindings: Optional function bindings for tool calls within workflow actions. env_file: Optional path to .env file for environment variables used in agent creation. checkpoint_storage: Optional checkpoint storage enabling pause/resume functionality. + max_iterations: Optional maximum runner supersteps. Overrides the YAML ``maxTurns`` + field and the core default (100). Workflows with ``GotoAction`` loops (e.g. + DeepResearch) typically need a higher value. Examples: .. code-block:: python @@ -137,6 +141,7 @@ def __init__( self._agents: dict[str, SupportsAgentRun | AgentExecutor] = dict(agents) if agents else {} self._bindings: dict[str, Any] = dict(bindings) if bindings else {} self._checkpoint_storage = checkpoint_storage + self._max_iterations = max_iterations def create_workflow_from_yaml_path( self, @@ -378,6 +383,7 @@ def _create_workflow( workflow_id=name, agents=agents, checkpoint_storage=self._checkpoint_storage, + max_iterations=self._max_iterations, ) workflow = graph_builder.build() except ValueError as e: diff --git a/python/packages/declarative/agent_framework_declarative/_workflows/_handlers.py b/python/packages/declarative/agent_framework_declarative/_workflows/_handlers.py deleted file mode 100644 index bd321f615e..0000000000 --- a/python/packages/declarative/agent_framework_declarative/_workflows/_handlers.py +++ /dev/null @@ -1,215 +0,0 @@ -# Copyright (c) Microsoft. All rights reserved. - -"""Action handlers for declarative workflow execution. - -This module provides the ActionHandler protocol and registry for executing -workflow actions defined in YAML. Each action type (InvokeAzureAgent, Foreach, etc.) -has a corresponding handler registered via the @action_handler decorator. -""" - -from __future__ import annotations - -import logging -from collections.abc import AsyncGenerator, Callable -from dataclasses import dataclass, field -from typing import TYPE_CHECKING, Any, Protocol, runtime_checkable - -if TYPE_CHECKING: - from ._state import WorkflowState - -logger = logging.getLogger("agent_framework.declarative") - - -@dataclass -class ActionContext: - """Context passed to action handlers during execution. - - Provides access to workflow state, the action definition, and methods - for executing nested actions (for control flow constructs like Foreach). - """ - - state: WorkflowState - """The current workflow state with variables and agent results.""" - - action: dict[str, Any] - """The action definition from the YAML.""" - - execute_actions: ExecuteActionsFn - """Function to execute a list of nested actions (for Foreach, If, etc.).""" - - agents: dict[str, Any] - """Registry of agent instances by name.""" - - bindings: dict[str, Any] - """Function bindings for tool calls.""" - - run_kwargs: dict[str, Any] = field(default_factory=dict) - """Kwargs from workflow.run() to forward to agent invocations.""" - - @property - def action_id(self) -> str | None: - """Get the action's unique identifier.""" - return self.action.get("id") - - @property - def display_name(self) -> str | None: - """Get the action's human-readable display name for debugging/logging.""" - return self.action.get("displayName") - - @property - def action_kind(self) -> str | None: - """Get the action's type/kind.""" - return self.action.get("kind") - - -# Type alias for the nested action executor function -ExecuteActionsFn = Callable[ - [list[dict[str, Any]], "WorkflowState"], - AsyncGenerator["WorkflowEvent", None], -] - - -@dataclass -class WorkflowEvent: - """Base class for events emitted during workflow execution.""" - - pass - - -@dataclass -class TextOutputEvent(WorkflowEvent): - """Event emitted when text should be sent to the user.""" - - text: str - """The text content to output.""" - - -@dataclass -class AttachmentOutputEvent(WorkflowEvent): - """Event emitted when an attachment should be sent to the user.""" - - content: Any - """The attachment content.""" - - content_type: str = "application/octet-stream" - """The MIME type of the attachment.""" - - -@dataclass -class AgentResponseEvent(WorkflowEvent): - """Event emitted when an agent produces a response.""" - - agent_name: str - """The name of the agent that produced the response.""" - - text: str | None - """The text content of the response, if any.""" - - messages: list[Any] - """The messages from the agent response.""" - - tool_calls: list[Any] | None = None - """Any tool calls made by the agent.""" - - -@dataclass -class AgentStreamingChunkEvent(WorkflowEvent): - """Event emitted for streaming chunks from an agent.""" - - agent_name: str - """The name of the agent producing the chunk.""" - - chunk: str - """The streaming chunk content.""" - - -@dataclass -class CustomEvent(WorkflowEvent): - """Custom event emitted via EmitEvent action.""" - - name: str - """The event name.""" - - data: Any - """The event data.""" - - -@dataclass -class LoopControlSignal(WorkflowEvent): - """Signal for loop control (break/continue).""" - - signal_type: str - """Either 'break' or 'continue'.""" - - -@runtime_checkable -class ActionHandler(Protocol): - """Protocol for action handlers. - - Action handlers are async generators that execute a single action type - and yield events as they process. They receive an ActionContext with - the current state, action definition, and utilities for nested execution. - """ - - def __call__( - self, - ctx: ActionContext, - ) -> AsyncGenerator[WorkflowEvent]: - """Execute the action and yield events. - - Args: - ctx: The action context containing state, action definition, and utilities - - Yields: - WorkflowEvent instances as the action executes - """ - ... - - -# Global registry of action handlers -_ACTION_HANDLERS: dict[str, ActionHandler] = {} - - -def action_handler(action_kind: str) -> Callable[[ActionHandler], ActionHandler]: - """Decorator to register an action handler for a specific action type. - - Args: - action_kind: The action type this handler processes (e.g., 'InvokeAzureAgent') - - Example: - @action_handler("SetValue") - async def handle_set_value(ctx: ActionContext) -> AsyncGenerator[WorkflowEvent, None]: - path = ctx.action.get("path") - value = ctx.state.eval_if_expression(ctx.action.get("value")) - ctx.state.set(path, value) - return - yield # Make it a generator - """ - - def decorator(func: ActionHandler) -> ActionHandler: - _ACTION_HANDLERS[action_kind] = func - logger.debug(f"Registered action handler for '{action_kind}'") - return func - - return decorator - - -def get_action_handler(action_kind: str) -> ActionHandler | None: - """Get the registered handler for an action type. - - Args: - action_kind: The action type to look up - - Returns: - The registered ActionHandler, or None if not found - """ - return _ACTION_HANDLERS.get(action_kind) - - -def list_action_handlers() -> list[str]: - """List all registered action handler types. - - Returns: - A list of registered action type names - """ - return list(_ACTION_HANDLERS.keys()) diff --git a/python/packages/declarative/agent_framework_declarative/_workflows/_human_input.py b/python/packages/declarative/agent_framework_declarative/_workflows/_human_input.py deleted file mode 100644 index f0baae8e5c..0000000000 --- a/python/packages/declarative/agent_framework_declarative/_workflows/_human_input.py +++ /dev/null @@ -1,321 +0,0 @@ -# Copyright (c) Microsoft. All rights reserved. - -"""Human-in-the-loop action handlers for declarative workflows. - -This module implements handlers for human input patterns: -- Question: Request human input with validation -- RequestExternalInput: Request input from external system -- ExternalLoop processing: Loop while waiting for external input -""" - -from __future__ import annotations - -import logging -from collections.abc import AsyncGenerator -from dataclasses import dataclass -from typing import TYPE_CHECKING, Any, cast - -from ._handlers import ( - ActionContext, - WorkflowEvent, - action_handler, -) - -if TYPE_CHECKING: - from ._state import WorkflowState - -logger = logging.getLogger("agent_framework.declarative") - - -@dataclass -class QuestionRequest(WorkflowEvent): - """Event emitted when the workflow needs user input via Question action. - - When this event is yielded, the workflow execution should pause - and wait for user input to be provided via workflow.send_response(). - - This is used by the Question, RequestExternalInput, and WaitForInput - action handlers in the non-graph workflow path. - """ - - request_id: str - """Unique identifier for this request.""" - - prompt: str | None - """The prompt/question to display to the user.""" - - variable: str - """The variable where the response should be stored.""" - - validation: dict[str, Any] | None = None - """Optional validation rules for the input.""" - - choices: list[str] | None = None - """Optional list of valid choices.""" - - default_value: Any = None - """Default value if no input is provided.""" - - -@dataclass -class ExternalLoopEvent(WorkflowEvent): - """Event emitted when entering an external input loop. - - This event signals that the action is waiting for external input - in a loop pattern (e.g., input.externalLoop.when condition). - """ - - action_id: str - """The ID of the action that requires external input.""" - - iteration: int - """The current iteration number (0-based).""" - - condition_expression: str - """The PowerFx condition that must become false to exit the loop.""" - - -@action_handler("Question") -async def handle_question(ctx: ActionContext) -> AsyncGenerator[WorkflowEvent]: # noqa: RUF029 - """Handle Question action - request human input with optional validation. - - Action schema: - kind: Question - id: ask_name - variable: Local.userName - prompt: What is your name? - validation: - required: true - minLength: 1 - maxLength: 100 - choices: # optional - present as multiple choice - - Option A - - Option B - default: Option A # optional default value - - The handler emits a QuestionRequest and expects the workflow runner - to capture and provide the response before continuing. - """ - question_id = ctx.action.get("id", "question") - variable = ctx.action.get("variable") - prompt = ctx.action.get("prompt") - question: dict[str, Any] | Any = ctx.action.get("question", {}) - validation = ctx.action.get("validation", {}) - choices = ctx.action.get("choices") - default_value = ctx.action.get("default") - - if not variable: - logger.warning("Question action missing 'variable' property") - return - - # Evaluate prompt if it's an expression (support both 'prompt' and 'question.text') - prompt_text: Any | None = None - if isinstance(question, dict): - question_dict: dict[str, Any] = cast(dict[str, Any], question) - prompt_text = prompt or question_dict.get("text") - else: - prompt_text = prompt - evaluated_prompt = ctx.state.eval_if_expression(prompt_text) if prompt_text else None - - # Evaluate choices if they're expressions - evaluated_choices = None - if choices: - evaluated_choices = [ctx.state.eval_if_expression(c) if isinstance(c, str) else c for c in choices] - - logger.debug(f"Question: requesting input for {variable}") - - # Emit the request event - yield QuestionRequest( - request_id=question_id, - prompt=str(evaluated_prompt) if evaluated_prompt else None, - variable=variable, - validation=validation, - choices=evaluated_choices, - default_value=default_value, - ) - - # Apply default value if specified (for non-interactive scenarios) - if default_value is not None: - evaluated_default = ctx.state.eval_if_expression(default_value) - ctx.state.set(variable, evaluated_default) - - -@action_handler("RequestExternalInput") -async def handle_request_external_input(ctx: ActionContext) -> AsyncGenerator[WorkflowEvent]: # noqa: RUF029 - """Handle RequestExternalInput action - request input from external system. - - Action schema: - kind: RequestExternalInput - id: get_approval - variable: Local.approval - prompt: Please approve or reject the request - timeout: 300 # seconds - default: "No feedback provided" # optional default value - output: - response: Local.approvalResponse - timestamp: Local.approvalTime - - Similar to Question but designed for external system integration - rather than direct human input. - """ - request_id = ctx.action.get("id", "external_input") - variable = ctx.action.get("variable") - prompt = ctx.action.get("prompt") - timeout = ctx.action.get("timeout") # seconds - default_value = ctx.action.get("default") - _output = ctx.action.get("output", {}) # Reserved for future use - - if not variable: - logger.warning("RequestExternalInput action missing 'variable' property") - return - - # Extract prompt text (support both 'prompt' string and 'prompt.text' object) - prompt_text: Any | None = None - if isinstance(prompt, dict): - prompt_dict: dict[str, Any] = cast(dict[str, Any], prompt) - prompt_text = prompt_dict.get("text") - else: - prompt_text = prompt - - # Evaluate prompt if it's an expression - evaluated_prompt = ctx.state.eval_if_expression(prompt_text) if prompt_text else None - - logger.debug(f"RequestExternalInput: requesting input for {variable}") - - # Emit the request event - yield QuestionRequest( - request_id=request_id, - prompt=str(evaluated_prompt) if evaluated_prompt else None, - variable=variable, - validation={"timeout": timeout} if timeout else None, - default_value=default_value, - ) - - # Apply default value if specified (for non-interactive scenarios) - if default_value is not None: - evaluated_default = ctx.state.eval_if_expression(default_value) - ctx.state.set(variable, evaluated_default) - - -@action_handler("WaitForInput") -async def handle_wait_for_input(ctx: ActionContext) -> AsyncGenerator[WorkflowEvent]: # noqa: RUF029 - """Handle WaitForInput action - pause and wait for external input. - - Action schema: - kind: WaitForInput - id: wait_for_response - variable: Local.response - message: Waiting for user response... - - This is a simpler form of RequestExternalInput that just pauses - execution until input is provided. - """ - wait_id = ctx.action.get("id", "wait") - variable = ctx.action.get("variable") - message = ctx.action.get("message") - - if not variable: - logger.warning("WaitForInput action missing 'variable' property") - return - - # Evaluate message if it's an expression - evaluated_message = ctx.state.eval_if_expression(message) if message else None - - logger.debug(f"WaitForInput: waiting for {variable}") - - yield QuestionRequest( - request_id=wait_id, - prompt=str(evaluated_message) if evaluated_message else None, - variable=variable, - ) - - -def process_external_loop( - input_config: dict[str, Any], - state: WorkflowState, -) -> tuple[bool, str | None]: - """Process the externalLoop.when pattern from action input. - - This function evaluates the externalLoop.when condition to determine - if the action should continue looping for external input. - - Args: - input_config: The input configuration containing externalLoop - state: The workflow state for expression evaluation - - Returns: - Tuple of (should_continue_loop, condition_expression) - - should_continue_loop: True if the loop should continue - - condition_expression: The original condition expression for diagnostics - """ - external_loop = input_config.get("externalLoop", {}) - when_condition = external_loop.get("when") - - if not when_condition: - return (False, None) - - # Evaluate the condition - result = state.eval(when_condition) - - # The loop continues while the condition is True - should_continue = bool(result) if result is not None else False - - logger.debug(f"ExternalLoop condition '{when_condition[:50]}' evaluated to {should_continue}") - - return (should_continue, when_condition) - - -def validate_input_response( - value: Any, - validation: dict[str, Any] | None, -) -> tuple[bool, str | None]: - """Validate input response against validation rules. - - Args: - value: The input value to validate - validation: Validation rules from the Question action - - Returns: - Tuple of (is_valid, error_message) - """ - if not validation: - return (True, None) - - # Check required - if validation.get("required") and (value is None or value == ""): - return (False, "This field is required") - - if value is None: - return (True, None) - - # Check string length - if isinstance(value, str): - min_length = validation.get("minLength") - max_length = validation.get("maxLength") - - if min_length is not None and len(value) < min_length: - return (False, f"Minimum length is {min_length}") - - if max_length is not None and len(value) > max_length: - return (False, f"Maximum length is {max_length}") - - # Check numeric range - if isinstance(value, (int, float)): - min_value = validation.get("min") - max_value = validation.get("max") - - if min_value is not None and value < min_value: - return (False, f"Minimum value is {min_value}") - - if max_value is not None and value > max_value: - return (False, f"Maximum value is {max_value}") - - # Check pattern (regex) - pattern = validation.get("pattern") - if pattern and isinstance(value, str): - import re - - if not re.match(pattern, value): - return (False, f"Value does not match pattern: {pattern}") - - return (True, None) diff --git a/python/packages/declarative/tests/test_additional_handlers.py b/python/packages/declarative/tests/test_additional_handlers.py deleted file mode 100644 index 8eb5e40ee7..0000000000 --- a/python/packages/declarative/tests/test_additional_handlers.py +++ /dev/null @@ -1,348 +0,0 @@ -# Copyright (c) Microsoft. All rights reserved. - -"""Tests for additional action handlers (conversation, variables, etc.).""" - -import pytest - -import agent_framework_declarative._workflows._actions_basic # noqa: F401 -import agent_framework_declarative._workflows._actions_control_flow # noqa: F401 -from agent_framework_declarative._workflows._handlers import get_action_handler -from agent_framework_declarative._workflows._state import WorkflowState - - -def create_action_context(action: dict, state: WorkflowState | None = None): - """Create a minimal action context for testing.""" - from agent_framework_declarative._workflows._handlers import ActionContext - - if state is None: - state = WorkflowState() - - async def execute_actions(actions, state): - for act in actions: - handler = get_action_handler(act.get("kind")) - if handler: - async for event in handler( - ActionContext( - state=state, - action=act, - execute_actions=execute_actions, - agents={}, - bindings={}, - ) - ): - yield event - - return ActionContext( - state=state, - action=action, - execute_actions=execute_actions, - agents={}, - bindings={}, - ) - - -class TestSetTextVariableHandler: - """Tests for SetTextVariable action handler.""" - - @pytest.mark.asyncio - async def test_set_text_variable_simple(self): - """Test setting a simple text variable.""" - ctx = create_action_context({ - "kind": "SetTextVariable", - "variable": "Local.greeting", - "value": "Hello, World!", - }) - - handler = get_action_handler("SetTextVariable") - _events = [e async for e in handler(ctx)] # noqa: F841 - - assert ctx.state.get("Local.greeting") == "Hello, World!" - - @pytest.mark.asyncio - async def test_set_text_variable_with_interpolation(self): - """Test setting text with variable interpolation.""" - state = WorkflowState() - state.set("Local.name", "Alice") - - ctx = create_action_context( - { - "kind": "SetTextVariable", - "variable": "Local.message", - "value": "Hello, {Local.name}!", - }, - state=state, - ) - - handler = get_action_handler("SetTextVariable") - _events = [e async for e in handler(ctx)] # noqa: F841 - - assert ctx.state.get("Local.message") == "Hello, Alice!" - - -class TestResetVariableHandler: - """Tests for ResetVariable action handler.""" - - @pytest.mark.asyncio - async def test_reset_variable(self): - """Test resetting a variable to None.""" - state = WorkflowState() - state.set("Local.counter", 5) - - ctx = create_action_context( - { - "kind": "ResetVariable", - "variable": "Local.counter", - }, - state=state, - ) - - handler = get_action_handler("ResetVariable") - _events = [e async for e in handler(ctx)] # noqa: F841 - - assert ctx.state.get("Local.counter") is None - - -class TestSetMultipleVariablesHandler: - """Tests for SetMultipleVariables action handler.""" - - @pytest.mark.asyncio - async def test_set_multiple_variables(self): - """Test setting multiple variables at once.""" - ctx = create_action_context({ - "kind": "SetMultipleVariables", - "variables": [ - {"variable": "Local.a", "value": 1}, - {"variable": "Local.b", "value": 2}, - {"variable": "Local.c", "value": "three"}, - ], - }) - - handler = get_action_handler("SetMultipleVariables") - _events = [e async for e in handler(ctx)] # noqa: F841 - - assert ctx.state.get("Local.a") == 1 - assert ctx.state.get("Local.b") == 2 - assert ctx.state.get("Local.c") == "three" - - -class TestClearAllVariablesHandler: - """Tests for ClearAllVariables action handler.""" - - @pytest.mark.asyncio - async def test_clear_all_variables(self): - """Test clearing all turn-scoped variables.""" - state = WorkflowState() - state.set("Local.a", 1) - state.set("Local.b", 2) - state.set("Workflow.Outputs.result", "kept") - - ctx = create_action_context( - { - "kind": "ClearAllVariables", - }, - state=state, - ) - - handler = get_action_handler("ClearAllVariables") - _events = [e async for e in handler(ctx)] # noqa: F841 - - assert ctx.state.get("Local.a") is None - assert ctx.state.get("Local.b") is None - # Workflow outputs should be preserved - assert ctx.state.get("Workflow.Outputs.result") == "kept" - - -class TestCreateConversationHandler: - """Tests for CreateConversation action handler.""" - - @pytest.mark.asyncio - async def test_create_conversation_with_output_binding(self): - """Test creating a new conversation with output variable binding. - - The conversationId field specifies the OUTPUT variable where the - auto-generated conversation ID is stored. - """ - ctx = create_action_context({ - "kind": "CreateConversation", - "conversationId": "Local.myConvId", # Output variable - }) - - handler = get_action_handler("CreateConversation") - _events = [e async for e in handler(ctx)] # noqa: F841 - - # Check conversation was created with auto-generated ID - conversations = ctx.state.get("System.conversations") - assert conversations is not None - assert len(conversations) == 1 - - # Get the generated ID - generated_id = list(conversations.keys())[0] - assert conversations[generated_id]["messages"] == [] - - # Check output binding - the ID should be stored in the specified variable - assert ctx.state.get("Local.myConvId") == generated_id - - @pytest.mark.asyncio - async def test_create_conversation_legacy_output(self): - """Test creating a conversation with legacy output binding.""" - ctx = create_action_context({ - "kind": "CreateConversation", - "output": { - "conversationId": "Local.myConvId", - }, - }) - - handler = get_action_handler("CreateConversation") - _events = [e async for e in handler(ctx)] # noqa: F841 - - # Check conversation was created - conversations = ctx.state.get("System.conversations") - assert conversations is not None - assert len(conversations) == 1 - - # Get the generated ID - generated_id = list(conversations.keys())[0] - - # Check legacy output binding - assert ctx.state.get("Local.myConvId") == generated_id - - @pytest.mark.asyncio - async def test_create_conversation_auto_id(self): - """Test creating a conversation with auto-generated ID.""" - ctx = create_action_context({ - "kind": "CreateConversation", - }) - - handler = get_action_handler("CreateConversation") - _events = [e async for e in handler(ctx)] # noqa: F841 - - # Check conversation was created with some ID - conversations = ctx.state.get("System.conversations") - assert conversations is not None - assert len(conversations) == 1 - - -class TestAddConversationMessageHandler: - """Tests for AddConversationMessage action handler.""" - - @pytest.mark.asyncio - async def test_add_conversation_message(self): - """Test adding a message to a conversation.""" - state = WorkflowState() - state.set( - "System.conversations", - { - "conv-123": {"id": "conv-123", "messages": []}, - }, - ) - - ctx = create_action_context( - { - "kind": "AddConversationMessage", - "conversationId": "conv-123", - "message": { - "role": "user", - "content": "Hello!", - }, - }, - state=state, - ) - - handler = get_action_handler("AddConversationMessage") - _events = [e async for e in handler(ctx)] # noqa: F841 - - conversations = ctx.state.get("System.conversations") - assert len(conversations["conv-123"]["messages"]) == 1 - assert conversations["conv-123"]["messages"][0]["content"] == "Hello!" - - -class TestEndWorkflowHandler: - """Tests for EndWorkflow action handler.""" - - @pytest.mark.asyncio - async def test_end_workflow_signal(self): - """Test that EndWorkflow emits correct signal.""" - from agent_framework_declarative._workflows._actions_control_flow import EndWorkflowSignal - - ctx = create_action_context({ - "kind": "EndWorkflow", - "reason": "Completed successfully", - }) - - handler = get_action_handler("EndWorkflow") - events = [e async for e in handler(ctx)] - - assert len(events) == 1 - assert isinstance(events[0], EndWorkflowSignal) - assert events[0].reason == "Completed successfully" - - -class TestEndConversationHandler: - """Tests for EndConversation action handler.""" - - @pytest.mark.asyncio - async def test_end_conversation_signal(self): - """Test that EndConversation emits correct signal.""" - from agent_framework_declarative._workflows._actions_control_flow import EndConversationSignal - - ctx = create_action_context({ - "kind": "EndConversation", - "conversationId": "conv-123", - }) - - handler = get_action_handler("EndConversation") - events = [e async for e in handler(ctx)] - - assert len(events) == 1 - assert isinstance(events[0], EndConversationSignal) - assert events[0].conversation_id == "conv-123" - - -class TestConditionGroupWithElseActions: - """Tests for ConditionGroup with elseActions.""" - - @pytest.mark.asyncio - async def test_condition_group_else_actions(self): - """Test that elseActions execute when no condition matches.""" - ctx = create_action_context({ - "kind": "ConditionGroup", - "conditions": [ - { - "condition": False, - "actions": [ - {"kind": "SetValue", "path": "Local.result", "value": "matched"}, - ], - }, - ], - "elseActions": [ - {"kind": "SetValue", "path": "Local.result", "value": "else"}, - ], - }) - - handler = get_action_handler("ConditionGroup") - _events = [e async for e in handler(ctx)] # noqa: F841 - - assert ctx.state.get("Local.result") == "else" - - @pytest.mark.asyncio - async def test_condition_group_match_skips_else(self): - """Test that elseActions don't execute when a condition matches.""" - ctx = create_action_context({ - "kind": "ConditionGroup", - "conditions": [ - { - "condition": True, - "actions": [ - {"kind": "SetValue", "path": "Local.result", "value": "matched"}, - ], - }, - ], - "elseActions": [ - {"kind": "SetValue", "path": "Local.result", "value": "else"}, - ], - }) - - handler = get_action_handler("ConditionGroup") - _events = [e async for e in handler(ctx)] # noqa: F841 - - assert ctx.state.get("Local.result") == "matched" diff --git a/python/packages/declarative/tests/test_external_input.py b/python/packages/declarative/tests/test_external_input.py deleted file mode 100644 index bbe55fd174..0000000000 --- a/python/packages/declarative/tests/test_external_input.py +++ /dev/null @@ -1,286 +0,0 @@ -# Copyright (c) Microsoft. All rights reserved. - -"""Tests for human-in-the-loop action handlers.""" - -import pytest - -from agent_framework_declarative._workflows._handlers import ActionContext, get_action_handler -from agent_framework_declarative._workflows._human_input import ( - QuestionRequest, - process_external_loop, - validate_input_response, -) -from agent_framework_declarative._workflows._state import WorkflowState - - -def create_action_context(action: dict, state: WorkflowState | None = None): - """Create a minimal action context for testing.""" - if state is None: - state = WorkflowState() - - async def execute_actions(actions, state): - for act in actions: - handler = get_action_handler(act.get("kind")) - if handler: - async for event in handler( - ActionContext( - state=state, - action=act, - execute_actions=execute_actions, - agents={}, - bindings={}, - ) - ): - yield event - - return ActionContext( - state=state, - action=action, - execute_actions=execute_actions, - agents={}, - bindings={}, - ) - - -class TestQuestionHandler: - """Tests for Question action handler.""" - - @pytest.mark.asyncio - async def test_question_emits_request_info_event(self): - """Test that Question handler emits QuestionRequest.""" - ctx = create_action_context({ - "kind": "Question", - "id": "ask_name", - "variable": "Local.userName", - "prompt": "What is your name?", - }) - - handler = get_action_handler("Question") - events = [e async for e in handler(ctx)] - - assert len(events) == 1 - assert isinstance(events[0], QuestionRequest) - assert events[0].request_id == "ask_name" - assert events[0].prompt == "What is your name?" - assert events[0].variable == "Local.userName" - - @pytest.mark.asyncio - async def test_question_with_choices(self): - """Test Question with multiple choice options.""" - ctx = create_action_context({ - "kind": "Question", - "id": "ask_choice", - "variable": "Local.selection", - "prompt": "Select an option:", - "choices": ["Option A", "Option B", "Option C"], - "default": "Option A", - }) - - handler = get_action_handler("Question") - events = [e async for e in handler(ctx)] - - assert len(events) == 1 - event = events[0] - assert isinstance(event, QuestionRequest) - assert event.choices == ["Option A", "Option B", "Option C"] - assert event.default_value == "Option A" - - @pytest.mark.asyncio - async def test_question_with_validation(self): - """Test Question with validation rules.""" - ctx = create_action_context({ - "kind": "Question", - "id": "ask_email", - "variable": "Local.email", - "prompt": "Enter your email:", - "validation": { - "required": True, - "pattern": r"^[\w\.-]+@[\w\.-]+\.\w+$", - }, - }) - - handler = get_action_handler("Question") - events = [e async for e in handler(ctx)] - - assert len(events) == 1 - event = events[0] - assert event.validation == { - "required": True, - "pattern": r"^[\w\.-]+@[\w\.-]+\.\w+$", - } - - -class TestRequestExternalInputHandler: - """Tests for RequestExternalInput action handler.""" - - @pytest.mark.asyncio - async def test_request_external_input(self): - """Test RequestExternalInput handler emits event.""" - ctx = create_action_context({ - "kind": "RequestExternalInput", - "id": "get_approval", - "variable": "Local.approval", - "prompt": "Please approve or reject", - "timeout": 300, - }) - - handler = get_action_handler("RequestExternalInput") - events = [e async for e in handler(ctx)] - - assert len(events) == 1 - event = events[0] - assert isinstance(event, QuestionRequest) - assert event.request_id == "get_approval" - assert event.variable == "Local.approval" - assert event.validation == {"timeout": 300} - - -class TestWaitForInputHandler: - """Tests for WaitForInput action handler.""" - - @pytest.mark.asyncio - async def test_wait_for_input(self): - """Test WaitForInput handler.""" - ctx = create_action_context({ - "kind": "WaitForInput", - "id": "wait", - "variable": "Local.response", - "message": "Waiting...", - }) - - handler = get_action_handler("WaitForInput") - events = [e async for e in handler(ctx)] - - assert len(events) == 1 - event = events[0] - assert isinstance(event, QuestionRequest) - assert event.request_id == "wait" - assert event.prompt == "Waiting..." - - -class TestProcessExternalLoop: - """Tests for process_external_loop helper function.""" - - def test_no_external_loop(self): - """Test when no external loop is configured.""" - state = WorkflowState() - result, expr = process_external_loop({}, state) - - assert result is False - assert expr is None - - def test_external_loop_true_condition(self): - """Test when external loop condition evaluates to true.""" - state = WorkflowState() - state.set("Local.isComplete", False) - - input_config = { - "externalLoop": { - "when": "=!Local.isComplete", - }, - } - - result, expr = process_external_loop(input_config, state) - - # !False = True, so loop should continue - assert result is True - assert expr == "=!Local.isComplete" - - def test_external_loop_false_condition(self): - """Test when external loop condition evaluates to false.""" - state = WorkflowState() - state.set("Local.isComplete", True) - - input_config = { - "externalLoop": { - "when": "=!Local.isComplete", - }, - } - - result, expr = process_external_loop(input_config, state) - - # !True = False, so loop should stop - assert result is False - - -class TestValidateInputResponse: - """Tests for validate_input_response helper function.""" - - def test_no_validation(self): - """Test with no validation rules.""" - is_valid, error = validate_input_response("any value", None) - assert is_valid is True - assert error is None - - def test_required_valid(self): - """Test required validation with valid value.""" - is_valid, error = validate_input_response("value", {"required": True}) - assert is_valid is True - assert error is None - - def test_required_empty_string(self): - """Test required validation with empty string.""" - is_valid, error = validate_input_response("", {"required": True}) - assert is_valid is False - assert "required" in error.lower() - - def test_required_none(self): - """Test required validation with None.""" - is_valid, error = validate_input_response(None, {"required": True}) - assert is_valid is False - assert "required" in error.lower() - - def test_min_length_valid(self): - """Test minLength validation with valid value.""" - is_valid, error = validate_input_response("hello", {"minLength": 3}) - assert is_valid is True - - def test_min_length_invalid(self): - """Test minLength validation with too short value.""" - is_valid, error = validate_input_response("hi", {"minLength": 3}) - assert is_valid is False - assert "minimum length" in error.lower() - - def test_max_length_valid(self): - """Test maxLength validation with valid value.""" - is_valid, error = validate_input_response("hello", {"maxLength": 10}) - assert is_valid is True - - def test_max_length_invalid(self): - """Test maxLength validation with too long value.""" - is_valid, error = validate_input_response("hello world", {"maxLength": 5}) - assert is_valid is False - assert "maximum length" in error.lower() - - def test_min_value_valid(self): - """Test min validation for numbers.""" - is_valid, error = validate_input_response(10, {"min": 5}) - assert is_valid is True - - def test_min_value_invalid(self): - """Test min validation with too small number.""" - is_valid, error = validate_input_response(3, {"min": 5}) - assert is_valid is False - assert "minimum value" in error.lower() - - def test_max_value_valid(self): - """Test max validation for numbers.""" - is_valid, error = validate_input_response(5, {"max": 10}) - assert is_valid is True - - def test_max_value_invalid(self): - """Test max validation with too large number.""" - is_valid, error = validate_input_response(15, {"max": 10}) - assert is_valid is False - assert "maximum value" in error.lower() - - def test_pattern_valid(self): - """Test pattern validation with matching value.""" - is_valid, error = validate_input_response("test@example.com", {"pattern": r"^[\w\.-]+@[\w\.-]+\.\w+$"}) - assert is_valid is True - - def test_pattern_invalid(self): - """Test pattern validation with non-matching value.""" - is_valid, error = validate_input_response("not-an-email", {"pattern": r"^[\w\.-]+@[\w\.-]+\.\w+$"}) - assert is_valid is False - assert "pattern" in error.lower() diff --git a/python/packages/declarative/tests/test_graph_coverage.py b/python/packages/declarative/tests/test_graph_coverage.py index a924c6077d..1ca6791321 100644 --- a/python/packages/declarative/tests/test_graph_coverage.py +++ b/python/packages/declarative/tests/test_graph_coverage.py @@ -2867,3 +2867,90 @@ async def test_find_without_keyword_in_long_text(self, mock_state): result = state.eval('=!IsBlank(Find("CONGRATULATIONS", Upper(MessageText(Local.Messages))))') assert result is False + + +class TestCreateConversationExecutor: + """Tests for CreateConversationExecutor.""" + + async def test_basic_creation(self, mock_context, mock_state): + """Test that a UUID is generated, stored at conversationId path, and conversation entry created.""" + from agent_framework_declarative._workflows._executors_basic import ( + CreateConversationExecutor, + ) + + state = DeclarativeWorkflowState(mock_state) + state.initialize() + + action_def = { + "kind": "CreateConversation", + "conversationId": "Local.myConvId", + } + executor = CreateConversationExecutor(action_def) + await executor.handle_action(ActionTrigger(), mock_context) + + # A UUID should be stored at the requested path + conv_id = state.get("Local.myConvId") + assert conv_id is not None + assert isinstance(conv_id, str) + assert len(conv_id) == 36 # UUID format + + # Conversation entry should exist in System.conversations + conversations = state.get("System.conversations") + assert conversations is not None + assert conv_id in conversations + assert conversations[conv_id]["id"] == conv_id + assert conversations[conv_id]["messages"] == [] + + async def test_no_conversation_id_param(self, mock_context, mock_state): + """Test that conversation is still created even without a conversationId param.""" + from agent_framework_declarative._workflows._executors_basic import ( + CreateConversationExecutor, + ) + + state = DeclarativeWorkflowState(mock_state) + state.initialize() + + action_def = { + "kind": "CreateConversation", + } + executor = CreateConversationExecutor(action_def) + await executor.handle_action(ActionTrigger(), mock_context) + + # Conversation entry should still exist in System.conversations + conversations = state.get("System.conversations") + assert conversations is not None + assert len(conversations) == 1 + + async def test_multiple_conversations(self, mock_context, mock_state): + """Test creating multiple conversations produces distinct IDs.""" + from agent_framework_declarative._workflows._executors_basic import ( + CreateConversationExecutor, + ) + + state = DeclarativeWorkflowState(mock_state) + state.initialize() + + action_def1 = { + "kind": "CreateConversation", + "conversationId": "Local.conv1", + } + action_def2 = { + "kind": "CreateConversation", + "conversationId": "Local.conv2", + } + + executor1 = CreateConversationExecutor(action_def1) + await executor1.handle_action(ActionTrigger(), mock_context) + + executor2 = CreateConversationExecutor(action_def2) + await executor2.handle_action(ActionTrigger(), mock_context) + + conv1 = state.get("Local.conv1") + conv2 = state.get("Local.conv2") + + assert conv1 != conv2 + + conversations = state.get("System.conversations") + assert len(conversations) == 2 + assert conv1 in conversations + assert conv2 in conversations diff --git a/python/packages/declarative/tests/test_workflow_factory.py b/python/packages/declarative/tests/test_workflow_factory.py index 04bd57587b..abdd56e6f8 100644 --- a/python/packages/declarative/tests/test_workflow_factory.py +++ b/python/packages/declarative/tests/test_workflow_factory.py @@ -231,49 +231,3 @@ async def test_action_with_display_name(self): # Should execute successfully with displayName metadata assert len(outputs) >= 1 - - def test_action_context_display_name_property(self): - """Test that ActionContext provides displayName property.""" - from agent_framework_declarative._workflows._handlers import ActionContext - from agent_framework_declarative._workflows._state import WorkflowState - - state = WorkflowState() - ctx = ActionContext( - state=state, - action={ - "kind": "SetValue", - "id": "test_action", - "displayName": "Test Action Display Name", - "path": "Local.value", - "value": "test", - }, - execute_actions=lambda a, s: None, - agents={}, - bindings={}, - ) - - assert ctx.action_id == "test_action" - assert ctx.display_name == "Test Action Display Name" - assert ctx.action_kind == "SetValue" - - def test_action_context_without_display_name(self): - """Test ActionContext when displayName is not provided.""" - from agent_framework_declarative._workflows._handlers import ActionContext - from agent_framework_declarative._workflows._state import WorkflowState - - state = WorkflowState() - ctx = ActionContext( - state=state, - action={ - "kind": "SetValue", - "path": "Local.value", - "value": "test", - }, - execute_actions=lambda a, s: None, - agents={}, - bindings={}, - ) - - assert ctx.action_id is None - assert ctx.display_name is None - assert ctx.action_kind == "SetValue" diff --git a/python/packages/declarative/tests/test_workflow_handlers.py b/python/packages/declarative/tests/test_workflow_handlers.py deleted file mode 100644 index 23c37db295..0000000000 --- a/python/packages/declarative/tests/test_workflow_handlers.py +++ /dev/null @@ -1,553 +0,0 @@ -# Copyright (c) Microsoft. All rights reserved. - -"""Unit tests for action handlers.""" - -from collections.abc import AsyncGenerator -from typing import Any -from unittest.mock import AsyncMock, MagicMock - -import pytest - -# Import handlers to register them -from agent_framework_declarative._workflows import ( - _actions_basic, # noqa: F401 - _actions_control_flow, # noqa: F401 - _actions_error, # noqa: F401 -) -from agent_framework_declarative._workflows._handlers import ( - ActionContext, - CustomEvent, - TextOutputEvent, - WorkflowEvent, - get_action_handler, - list_action_handlers, -) -from agent_framework_declarative._workflows._state import WorkflowState - - -def create_action_context( - action: dict[str, Any], - inputs: dict[str, Any] | None = None, - agents: dict[str, Any] | None = None, - bindings: dict[str, Any] | None = None, - run_kwargs: dict[str, Any] | None = None, -) -> ActionContext: - """Helper to create an ActionContext for testing.""" - state = WorkflowState(inputs=inputs or {}) - - async def execute_actions( - actions: list[dict[str, Any]], state: WorkflowState - ) -> AsyncGenerator[WorkflowEvent, None]: - """Mock execute_actions that runs handlers for nested actions.""" - for nested_action in actions: - action_kind = nested_action.get("kind") - handler = get_action_handler(action_kind) - if handler: - ctx = ActionContext( - state=state, - action=nested_action, - execute_actions=execute_actions, - agents=agents or {}, - bindings=bindings or {}, - run_kwargs=run_kwargs or {}, - ) - async for event in handler(ctx): - yield event - - return ActionContext( - state=state, - action=action, - execute_actions=execute_actions, - agents=agents or {}, - bindings=bindings or {}, - run_kwargs=run_kwargs or {}, - ) - - -class TestActionHandlerRegistry: - """Tests for action handler registration.""" - - def test_basic_handlers_registered(self): - """Test that basic handlers are registered.""" - handlers = list_action_handlers() - assert "SetValue" in handlers - assert "AppendValue" in handlers - assert "SendActivity" in handlers - assert "EmitEvent" in handlers - - def test_control_flow_handlers_registered(self): - """Test that control flow handlers are registered.""" - handlers = list_action_handlers() - assert "Foreach" in handlers - assert "If" in handlers - assert "Switch" in handlers - assert "RepeatUntil" in handlers - assert "BreakLoop" in handlers - assert "ContinueLoop" in handlers - - def test_error_handlers_registered(self): - """Test that error handlers are registered.""" - handlers = list_action_handlers() - assert "ThrowException" in handlers - assert "TryCatch" in handlers - - def test_get_unknown_handler_returns_none(self): - """Test that getting an unknown handler returns None.""" - assert get_action_handler("UnknownAction") is None - - -class TestSetValueHandler: - """Tests for SetValue action handler.""" - - @pytest.mark.asyncio - async def test_set_simple_value(self): - """Test setting a simple value.""" - ctx = create_action_context({ - "kind": "SetValue", - "path": "Local.result", - "value": "test value", - }) - - handler = get_action_handler("SetValue") - events = [e async for e in handler(ctx)] - - assert len(events) == 0 # SetValue doesn't emit events - assert ctx.state.get("Local.result") == "test value" - - @pytest.mark.asyncio - async def test_set_value_from_input(self): - """Test setting a value from workflow inputs.""" - ctx = create_action_context( - { - "kind": "SetValue", - "path": "Local.copy", - "value": "literal", - }, - inputs={"original": "from input"}, - ) - - handler = get_action_handler("SetValue") - _events = [e async for e in handler(ctx)] # noqa: F841 - - assert ctx.state.get("Local.copy") == "literal" - - -class TestAppendValueHandler: - """Tests for AppendValue action handler.""" - - @pytest.mark.asyncio - async def test_append_to_new_list(self): - """Test appending to a non-existent list creates it.""" - ctx = create_action_context({ - "kind": "AppendValue", - "path": "Local.results", - "value": "item1", - }) - - handler = get_action_handler("AppendValue") - _events = [e async for e in handler(ctx)] # noqa: F841 - - assert ctx.state.get("Local.results") == ["item1"] - - @pytest.mark.asyncio - async def test_append_to_existing_list(self): - """Test appending to an existing list.""" - ctx = create_action_context({ - "kind": "AppendValue", - "path": "Local.results", - "value": "item2", - }) - ctx.state.set("Local.results", ["item1"]) - - handler = get_action_handler("AppendValue") - _events = [e async for e in handler(ctx)] # noqa: F841 - - assert ctx.state.get("Local.results") == ["item1", "item2"] - - -class TestSendActivityHandler: - """Tests for SendActivity action handler.""" - - @pytest.mark.asyncio - async def test_send_text_activity(self): - """Test sending a text activity.""" - ctx = create_action_context({ - "kind": "SendActivity", - "activity": { - "text": "Hello, world!", - }, - }) - - handler = get_action_handler("SendActivity") - events = [e async for e in handler(ctx)] - - assert len(events) == 1 - assert isinstance(events[0], TextOutputEvent) - assert events[0].text == "Hello, world!" - - -class TestEmitEventHandler: - """Tests for EmitEvent action handler.""" - - @pytest.mark.asyncio - async def test_emit_custom_event(self): - """Test emitting a custom event.""" - ctx = create_action_context({ - "kind": "EmitEvent", - "event": { - "name": "myEvent", - "data": {"key": "value"}, - }, - }) - - handler = get_action_handler("EmitEvent") - events = [e async for e in handler(ctx)] - - assert len(events) == 1 - assert isinstance(events[0], CustomEvent) - assert events[0].name == "myEvent" - assert events[0].data == {"key": "value"} - - -class TestForeachHandler: - """Tests for Foreach action handler.""" - - @pytest.mark.asyncio - async def test_foreach_basic_iteration(self): - """Test basic foreach iteration.""" - ctx = create_action_context({ - "kind": "Foreach", - "source": ["a", "b", "c"], - "itemName": "letter", - "actions": [ - { - "kind": "AppendValue", - "path": "Local.results", - "value": "processed", - } - ], - }) - - handler = get_action_handler("Foreach") - _events = [e async for e in handler(ctx)] # noqa: F841 - - assert ctx.state.get("Local.results") == ["processed", "processed", "processed"] - - @pytest.mark.asyncio - async def test_foreach_sets_item_and_index(self): - """Test that foreach sets item and index variables.""" - ctx = create_action_context({ - "kind": "Foreach", - "source": ["x", "y"], - "itemName": "item", - "indexName": "idx", - "actions": [], - }) - - # We'll check the last values after iteration - handler = get_action_handler("Foreach") - _events = [e async for e in handler(ctx)] # noqa: F841 - - # After iteration, the last item/index should be set - assert ctx.state.get("Local.item") == "y" - assert ctx.state.get("Local.idx") == 1 - - -class TestIfHandler: - """Tests for If action handler.""" - - @pytest.mark.asyncio - async def test_if_true_branch(self): - """Test that the 'then' branch executes when condition is true.""" - ctx = create_action_context({ - "kind": "If", - "condition": True, - "then": [ - {"kind": "SetValue", "path": "Local.branch", "value": "then"}, - ], - "else": [ - {"kind": "SetValue", "path": "Local.branch", "value": "else"}, - ], - }) - - handler = get_action_handler("If") - _events = [e async for e in handler(ctx)] # noqa: F841 - - assert ctx.state.get("Local.branch") == "then" - - @pytest.mark.asyncio - async def test_if_false_branch(self): - """Test that the 'else' branch executes when condition is false.""" - ctx = create_action_context({ - "kind": "If", - "condition": False, - "then": [ - {"kind": "SetValue", "path": "Local.branch", "value": "then"}, - ], - "else": [ - {"kind": "SetValue", "path": "Local.branch", "value": "else"}, - ], - }) - - handler = get_action_handler("If") - _events = [e async for e in handler(ctx)] # noqa: F841 - - assert ctx.state.get("Local.branch") == "else" - - -class TestSwitchHandler: - """Tests for Switch action handler.""" - - @pytest.mark.asyncio - async def test_switch_matching_case(self): - """Test switch with a matching case.""" - ctx = create_action_context({ - "kind": "Switch", - "value": "option2", - "cases": [ - { - "match": "option1", - "actions": [{"kind": "SetValue", "path": "Local.result", "value": "one"}], - }, - { - "match": "option2", - "actions": [{"kind": "SetValue", "path": "Local.result", "value": "two"}], - }, - ], - "default": [{"kind": "SetValue", "path": "Local.result", "value": "default"}], - }) - - handler = get_action_handler("Switch") - _events = [e async for e in handler(ctx)] # noqa: F841 - - assert ctx.state.get("Local.result") == "two" - - @pytest.mark.asyncio - async def test_switch_default_case(self): - """Test switch falls through to default.""" - ctx = create_action_context({ - "kind": "Switch", - "value": "unknown", - "cases": [ - { - "match": "option1", - "actions": [{"kind": "SetValue", "path": "Local.result", "value": "one"}], - }, - ], - "default": [{"kind": "SetValue", "path": "Local.result", "value": "default"}], - }) - - handler = get_action_handler("Switch") - _events = [e async for e in handler(ctx)] # noqa: F841 - - assert ctx.state.get("Local.result") == "default" - - -class TestRepeatUntilHandler: - """Tests for RepeatUntil action handler.""" - - @pytest.mark.asyncio - async def test_repeat_until_condition_met(self): - """Test repeat until condition becomes true.""" - ctx = create_action_context({ - "kind": "RepeatUntil", - "condition": False, # Will be evaluated each iteration - "maxIterations": 3, - "actions": [ - {"kind": "SetValue", "path": "Local.count", "value": 1}, - ], - }) - # Set up a counter that will cause the loop to exit - ctx.state.set("Local.count", 0) - - handler = get_action_handler("RepeatUntil") - _events = [e async for e in handler(ctx)] # noqa: F841 - - # With condition=False (literal), it will run maxIterations times - assert ctx.state.get("Local.iteration") == 3 - - -class TestTryCatchHandler: - """Tests for TryCatch action handler.""" - - @pytest.mark.asyncio - async def test_try_without_error(self): - """Test try block without errors.""" - ctx = create_action_context({ - "kind": "TryCatch", - "try": [ - {"kind": "SetValue", "path": "Local.result", "value": "success"}, - ], - "catch": [ - {"kind": "SetValue", "path": "Local.result", "value": "caught"}, - ], - }) - - handler = get_action_handler("TryCatch") - _events = [e async for e in handler(ctx)] # noqa: F841 - - assert ctx.state.get("Local.result") == "success" - - @pytest.mark.asyncio - async def test_try_with_throw_exception(self): - """Test catching a thrown exception.""" - ctx = create_action_context({ - "kind": "TryCatch", - "try": [ - {"kind": "ThrowException", "message": "Test error", "code": "ERR001"}, - ], - "catch": [ - {"kind": "SetValue", "path": "Local.result", "value": "caught"}, - ], - }) - - handler = get_action_handler("TryCatch") - _events = [e async for e in handler(ctx)] # noqa: F841 - - assert ctx.state.get("Local.result") == "caught" - assert ctx.state.get("Local.error.message") == "Test error" - assert ctx.state.get("Local.error.code") == "ERR001" - - @pytest.mark.asyncio - async def test_finally_always_executes(self): - """Test that finally block always executes.""" - ctx = create_action_context({ - "kind": "TryCatch", - "try": [ - {"kind": "SetValue", "path": "Local.try", "value": "ran"}, - ], - "finally": [ - {"kind": "SetValue", "path": "Local.finally", "value": "ran"}, - ], - }) - - handler = get_action_handler("TryCatch") - _events = [e async for e in handler(ctx)] # noqa: F841 - - assert ctx.state.get("Local.try") == "ran" - assert ctx.state.get("Local.finally") == "ran" - - -class TestActionContextKwargs: - """ActionContext should carry and forward run_kwargs to agent invocations.""" - - @pytest.mark.asyncio - async def test_action_context_carries_run_kwargs(self): - """ActionContext should store and expose run_kwargs.""" - ctx = create_action_context( - {"kind": "SetValue", "path": "Local.x", "value": "1"}, - run_kwargs={"user_token": "test123"}, - ) - assert ctx.run_kwargs == {"user_token": "test123"} - - @pytest.mark.asyncio - async def test_action_context_defaults_to_empty_kwargs(self): - """ActionContext.run_kwargs should default to empty dict.""" - ctx = create_action_context( - {"kind": "SetValue", "path": "Local.x", "value": "1"}, - ) - assert ctx.run_kwargs == {} - - @pytest.mark.asyncio - async def test_invoke_agent_handler_forwards_kwargs(self): - """handle_invoke_azure_agent should forward ctx.run_kwargs to agent.run().""" - import agent_framework_declarative._workflows._actions_agents # noqa: F401 - - mock_response = MagicMock() - mock_response.text = "response" - mock_response.messages = [] - mock_response.tool_calls = [] - - async def non_streaming_run(*args, **kwargs): - if kwargs.get("stream"): - raise TypeError("no streaming") - return mock_response - - mock_agent = AsyncMock() - mock_agent.run = AsyncMock(side_effect=non_streaming_run) - - test_kwargs = {"user_token": "secret", "api_key": "key123"} - - state = WorkflowState() - state.add_conversation_message(MagicMock(role="user", text="hello")) - - ctx = create_action_context( - action={ - "kind": "InvokeAzureAgent", - "agent": "my_agent", - }, - agents={"my_agent": mock_agent}, - run_kwargs=test_kwargs, - ) - - handler = get_action_handler("InvokeAzureAgent") - _ = [e async for e in handler(ctx)] - - assert mock_agent.run.call_count >= 1 - - # Find the non-streaming fallback call - for call in mock_agent.run.call_args_list: - call_kw = call.kwargs - if not call_kw.get("stream"): - assert call_kw.get("user_token") == "secret" - assert call_kw.get("api_key") == "key123" - assert call_kw.get("options") == {"additional_function_arguments": test_kwargs} - break - else: - # All calls were streaming — check the streaming call - call_kw = mock_agent.run.call_args_list[0].kwargs - assert call_kw.get("user_token") == "secret" - assert call_kw.get("api_key") == "key123" - - @pytest.mark.asyncio - async def test_invoke_agent_handler_merges_caller_options(self): - """Caller-provided options in run_kwargs should be merged, not cause TypeError.""" - import agent_framework_declarative._workflows._actions_agents # noqa: F401 - - mock_response = MagicMock() - mock_response.text = "response" - mock_response.messages = [] - mock_response.tool_calls = [] - - async def non_streaming_run(*args, **kwargs): - if kwargs.get("stream"): - raise TypeError("no streaming") - return mock_response - - mock_agent = AsyncMock() - mock_agent.run = AsyncMock(side_effect=non_streaming_run) - - # Include 'options' in run_kwargs to test merge behavior - test_kwargs = {"user_token": "secret", "options": {"temperature": 0.7}} - - state = WorkflowState() - state.add_conversation_message(MagicMock(role="user", text="hello")) - - ctx = create_action_context( - action={ - "kind": "InvokeAzureAgent", - "agent": "my_agent", - }, - agents={"my_agent": mock_agent}, - run_kwargs=test_kwargs, - ) - - handler = get_action_handler("InvokeAzureAgent") - _ = [e async for e in handler(ctx)] - - assert mock_agent.run.call_count >= 1 - - # Find the non-streaming fallback call - for call in mock_agent.run.call_args_list: - call_kw = call.kwargs - if not call_kw.get("stream"): - # Caller options should be merged with additional_function_arguments - assert call_kw["options"]["temperature"] == 0.7 - assert "additional_function_arguments" in call_kw["options"] - # Direct kwargs should not include 'options' (no duplicate keyword) - assert call_kw.get("user_token") == "secret" - break - else: - call_kw = mock_agent.run.call_args_list[0].kwargs - assert call_kw["options"]["temperature"] == 0.7 - assert "additional_function_arguments" in call_kw["options"] diff --git a/python/packages/declarative/tests/test_workflow_samples_integration.py b/python/packages/declarative/tests/test_workflow_samples_integration.py index fc0ece9ac5..565c5d5e46 100644 --- a/python/packages/declarative/tests/test_workflow_samples_integration.py +++ b/python/packages/declarative/tests/test_workflow_samples_integration.py @@ -216,53 +216,21 @@ def collect_actions(actions): return action_kinds - def test_handlers_exist_for_sample_actions(self, all_action_kinds): - """Test that handlers exist for all action kinds in samples.""" - from agent_framework_declarative._workflows._handlers import list_action_handlers - - registered_handlers = set(list_action_handlers()) - - # Handlers we expect but may not be in samples - expected_handlers = { - "SetValue", - "SetVariable", - "SetTextVariable", - "SetMultipleVariables", - "ResetVariable", - "ClearAllVariables", - "AppendValue", - "SendActivity", - "EmitEvent", - "Foreach", - "If", - "Switch", - "ConditionGroup", - "GotoAction", - "BreakLoop", - "ContinueLoop", - "RepeatUntil", - "TryCatch", - "ThrowException", - "EndWorkflow", - "EndConversation", - "InvokeAzureAgent", - "InvokePromptAgent", - "CreateConversation", - "AddConversationMessage", - "CopyConversationMessages", - "RetrieveConversationMessages", - "Question", - "RequestExternalInput", - "WaitForInput", - } - - # Check that sample action kinds have handlers - missing_handlers = all_action_kinds - registered_handlers - {"OnConversationStart"} # Trigger kind, not action - - if missing_handlers: + def test_executors_exist_for_sample_actions(self, all_action_kinds): + """Test that executors exist for all action kinds used in samples.""" + from agent_framework_declarative._workflows._declarative_builder import ALL_ACTION_EXECUTORS + + registered_executors = set(ALL_ACTION_EXECUTORS.keys()) + + # Trigger kinds are not actions and don't need executors + trigger_kinds = {"OnConversationStart"} + + missing_executors = all_action_kinds - registered_executors - trigger_kinds + + if missing_executors: # Informational, not a failure, as some actions may be future work pass - # Check that we have handlers for the expected core set - core_handlers = registered_handlers & expected_handlers - assert len(core_handlers) > 10, "Expected more core handlers to be registered" + # Check that we have executors for a reasonable core set + core_executors = registered_executors & all_action_kinds + assert len(core_executors) > 5, "Expected more executors to cover sample action kinds" diff --git a/python/samples/03-workflows/declarative/deep_research/main.py b/python/samples/03-workflows/declarative/deep_research/main.py index 9e6756e340..e4e0d6d645 100644 --- a/python/samples/03-workflows/declarative/deep_research/main.py +++ b/python/samples/03-workflows/declarative/deep_research/main.py @@ -28,8 +28,12 @@ from agent_framework.azure import AzureOpenAIResponsesClient from agent_framework.declarative import WorkflowFactory from azure.identity import AzureCliCredential +from dotenv import load_dotenv from pydantic import BaseModel, Field +# Load environment variables from .env file +load_dotenv() + # Agent Instructions RESEARCH_INSTRUCTIONS = """In order to help begin addressing the user request, please answer the following pre-survey to the best of your ability. @@ -180,7 +184,11 @@ async def main() -> None: ) # Load workflow from YAML - workflow_path = Path(__file__).parent / "workflow.yaml" + samples_root = Path(__file__).parent.parent.parent.parent.parent.parent + workflow_path = samples_root / "workflow-samples" / "DeepResearch.yaml" + if not workflow_path.exists(): + # Fall back to local copy if workflow-samples doesn't exist + workflow_path = Path(__file__).parent / "workflow.yaml" workflow = factory.create_workflow_from_yaml_path(workflow_path) @@ -194,7 +202,7 @@ async def main() -> None: async for event in workflow.run(task, stream=True): if event.type == "output": - print(f"{event.data}", end="", flush=True) + print(f"\n{event.data}", flush=True) print("\n" + "=" * 60) print("Research Complete") diff --git a/python/samples/03-workflows/declarative/deep_research/workflow.yaml b/python/samples/03-workflows/declarative/deep_research/workflow.yaml deleted file mode 100644 index fed959ab13..0000000000 --- a/python/samples/03-workflows/declarative/deep_research/workflow.yaml +++ /dev/null @@ -1,76 +0,0 @@ -# DeepResearch workflow (Magentic orchestration pattern). -kind: Workflow -trigger: - - kind: OnConversationStart - id: deep_research_workflow - actions: - - # Analyze task and correlate facts - - kind: InvokeAzureAgent - id: invoke_research - conversationId: =System.ConversationId - agent: - name: ResearchAgent - - # Devise a plan - - kind: InvokeAzureAgent - id: invoke_planner - conversationId: =System.ConversationId - agent: - name: PlannerAgent - - - kind: SetVariable - id: init_counter - variable: Local.TurnCount - value: =0 - - # Manager evaluates and delegates (loop entry) - - kind: InvokeAzureAgent - id: invoke_manager - conversationId: =System.ConversationId - agent: - name: ManagerAgent - output: - responseObject: Local.ManagerResult - - # If satisfied, skip to summary - - kind: ConditionGroup - id: check_satisfied - conditions: - - id: is_satisfied - condition: =Local.ManagerResult.is_request_satisfied.answer - actions: - - kind: GotoAction - id: goto_summary - actionId: invoke_summary - - # Invoke the worker the manager selected - - kind: InvokeAzureAgent - id: invoke_worker - conversationId: =System.ConversationId - agent: - name: =Local.ManagerResult.next_speaker.answer - - # Increment and loop back if under limit - - kind: SetVariable - id: increment_counter - variable: Local.TurnCount - value: =Local.TurnCount + 1 - - - kind: ConditionGroup - id: check_limit - conditions: - - id: can_continue - condition: =Local.TurnCount < 10 - actions: - - kind: GotoAction - id: loop_back - actionId: invoke_manager - - # Synthesize final response - - kind: InvokeAzureAgent - id: invoke_summary - conversationId: =System.ConversationId - agent: - name: SummaryAgent 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100644 --- a/workflow-samples/DeepResearch.yaml +++ b/workflow-samples/DeepResearch.yaml @@ -16,6 +16,7 @@ # - Weather Agent: Provides weather information. # kind: Workflow +maxTurns: 500 trigger: kind: OnConversationStart @@ -141,6 +142,7 @@ trigger: messages: =UserMessage(Local.AgentResponseText) output: responseObject: Local.ProgressLedger + autoSend: false - kind: ConditionGroup id: conditionGroup_mVIecC From 5b602a56fda249b1ba5d5ffd02b00b87f01766cd Mon Sep 17 00:00:00 2001 From: Evan Mattson Date: Mon, 23 Feb 2026 12:51:25 +0900 Subject: [PATCH 5/5] Address Copilot feedback --- .../_workflows/_declarative_builder.py | 5 +++- .../test_workflow_samples_integration.py | 25 ++++++++++--------- 2 files changed, 17 insertions(+), 13 deletions(-) diff --git a/python/packages/declarative/agent_framework_declarative/_workflows/_declarative_builder.py b/python/packages/declarative/agent_framework_declarative/_workflows/_declarative_builder.py index cf01b6cf2b..c5552c0e85 100644 --- a/python/packages/declarative/agent_framework_declarative/_workflows/_declarative_builder.py +++ b/python/packages/declarative/agent_framework_declarative/_workflows/_declarative_builder.py @@ -143,7 +143,10 @@ def __init__( self._validate = validate self._seen_explicit_ids: set[str] = set() # Track explicit IDs for duplicate detection # Resolve max_iterations: explicit arg > YAML maxTurns > core default - self._max_iterations: int | None = max_iterations or yaml_definition.get("maxTurns") + resolved = max_iterations if max_iterations is not None else yaml_definition.get("maxTurns") + if resolved is not None and (not isinstance(resolved, int) or resolved <= 0): + raise ValueError(f"Invalid max_iterations/maxTurns value: {resolved!r}. Expected a positive integer.") + self._max_iterations: int | None = resolved def build(self) -> Workflow: """Build the workflow graph. diff --git a/python/packages/declarative/tests/test_workflow_samples_integration.py b/python/packages/declarative/tests/test_workflow_samples_integration.py index 565c5d5e46..d5ad65caab 100644 --- a/python/packages/declarative/tests/test_workflow_samples_integration.py +++ b/python/packages/declarative/tests/test_workflow_samples_integration.py @@ -222,15 +222,16 @@ def test_executors_exist_for_sample_actions(self, all_action_kinds): registered_executors = set(ALL_ACTION_EXECUTORS.keys()) - # Trigger kinds are not actions and don't need executors - trigger_kinds = {"OnConversationStart"} - - missing_executors = all_action_kinds - registered_executors - trigger_kinds - - if missing_executors: - # Informational, not a failure, as some actions may be future work - pass - - # Check that we have executors for a reasonable core set - core_executors = registered_executors & all_action_kinds - assert len(core_executors) > 5, "Expected more executors to cover sample action kinds" + # Kinds handled structurally by the builder (not registered as executors) + structural_kinds = { + "OnConversationStart", # Trigger kind, not an action + "ConditionGroup", # Decomposed into evaluator/join nodes + "GotoAction", # Resolved as graph edges, not executor nodes + "Goto", # Alias for GotoAction + } + + missing_executors = all_action_kinds - registered_executors - structural_kinds + + assert not missing_executors, ( + f"Missing executors for action kinds used in workflow samples: {sorted(missing_executors)}" + )