RobotPai / tests /unit /test_workflow_engine.py
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"""
Unit tests for workflow orchestration engine
"""
import pytest
import asyncio
import json
from unittest.mock import Mock, AsyncMock, patch
from datetime import datetime
from uuid import uuid4
from src.infrastructure.workflow.workflow_engine import (
WorkflowEngine,
WorkflowBuilder,
WorkflowDefinition,
WorkflowExecution,
WorkflowStep,
WorkflowStatus,
WorkflowType,
WorkflowState,
register_workflow,
execute_workflow,
get_execution_status,
create_workflow_builder,
workflow_engine
)
class TestWorkflowStep:
"""Test workflow step functionality"""
def test_workflow_step_creation(self):
"""Test creating a workflow step"""
step = WorkflowStep(
step_id="step_1",
name="Test Step",
description="A test step",
agent_id="agent_1",
input_mapping={"input": "input.data"},
output_mapping={"output": "output.result"},
timeout=30.0,
retry_count=3,
retry_delay=1.0,
dependencies=["step_0"],
condition="state.step_results['step_0']['status'] == 'success'",
parallel=False
)
assert step.step_id == "step_1"
assert step.name == "Test Step"
assert step.description == "A test step"
assert step.agent_id == "agent_1"
assert step.input_mapping == {"input": "input.data"}
assert step.output_mapping == {"output": "output.result"}
assert step.timeout == 30.0
assert step.retry_count == 3
assert step.retry_delay == 1.0
assert step.dependencies == ["step_0"]
assert step.condition == "state.step_results['step_0']['status'] == 'success'"
assert step.parallel is False
class TestWorkflowDefinition:
"""Test workflow definition functionality"""
def test_workflow_definition_creation(self):
"""Test creating a workflow definition"""
steps = [
WorkflowStep(
step_id="step_1",
name="Step 1",
description="First step",
agent_id="agent_1"
),
WorkflowStep(
step_id="step_2",
name="Step 2",
description="Second step",
agent_id="agent_2"
)
]
workflow = WorkflowDefinition(
workflow_id="workflow_1",
name="Test Workflow",
description="A test workflow",
workflow_type=WorkflowType.SEQUENTIAL,
steps=steps,
input_schema={"data": "string"},
output_schema={"result": "string"},
timeout=60.0,
max_retries=3,
metadata={"version": "1.0"}
)
assert workflow.workflow_id == "workflow_1"
assert workflow.name == "Test Workflow"
assert workflow.description == "A test workflow"
assert workflow.workflow_type == WorkflowType.SEQUENTIAL
assert len(workflow.steps) == 2
assert workflow.input_schema == {"data": "string"}
assert workflow.output_schema == {"result": "string"}
assert workflow.timeout == 60.0
assert workflow.max_retries == 3
assert workflow.metadata == {"version": "1.0"}
class TestWorkflowExecution:
"""Test workflow execution functionality"""
def test_workflow_execution_creation(self):
"""Test creating a workflow execution"""
execution = WorkflowExecution(
execution_id="exec_1",
workflow_id="workflow_1",
status=WorkflowStatus.RUNNING,
input_data={"data": "test"},
output_data={"result": "success"},
step_results={"step_1": {"status": "success"}},
error_message=None,
start_time=datetime.now(),
end_time=datetime.now(),
metadata={"duration": 10.0}
)
assert execution.execution_id == "exec_1"
assert execution.workflow_id == "workflow_1"
assert execution.status == WorkflowStatus.RUNNING
assert execution.input_data == {"data": "test"}
assert execution.output_data == {"result": "success"}
assert execution.step_results == {"step_1": {"status": "success"}}
assert execution.error_message is None
assert execution.metadata == {"duration": 10.0}
class TestWorkflowState:
"""Test workflow state functionality"""
def test_workflow_state_creation(self):
"""Test creating a workflow state"""
state = WorkflowState(
execution_id="exec_1",
workflow_id="workflow_1",
current_step="step_1",
step_results={"step_1": {"status": "success"}},
input_data={"data": "test"},
output_data={"result": "success"},
error=None,
metadata={"progress": 50},
step_history=["step_1"],
retry_count={"step_1": 0}
)
assert state.execution_id == "exec_1"
assert state.workflow_id == "workflow_1"
assert state.current_step == "step_1"
assert state.step_results == {"step_1": {"status": "success"}}
assert state.input_data == {"data": "test"}
assert state.output_data == {"result": "success"}
assert state.error is None
assert state.metadata == {"progress": 50}
assert state.step_history == ["step_1"]
assert state.retry_count == {"step_1": 0}
class TestWorkflowBuilder:
"""Test workflow builder functionality"""
def test_workflow_builder_creation(self):
"""Test creating a workflow builder"""
builder = WorkflowBuilder("Test Workflow", "A test workflow")
assert builder.name == "Test Workflow"
assert builder.description == "A test workflow"
assert builder.workflow_type == WorkflowType.SEQUENTIAL
assert len(builder.steps) == 0
def test_set_type(self):
"""Test setting workflow type"""
builder = WorkflowBuilder("Test Workflow")
builder.set_type(WorkflowType.PARALLEL)
assert builder.workflow_type == WorkflowType.PARALLEL
def test_add_step(self):
"""Test adding a step"""
builder = WorkflowBuilder("Test Workflow")
step = WorkflowStep(
step_id="step_1",
name="Test Step",
description="A test step",
agent_id="agent_1"
)
builder.add_step(step)
assert len(builder.steps) == 1
assert builder.steps[0] == step
def test_add_agent_step(self):
"""Test adding an agent step"""
builder = WorkflowBuilder("Test Workflow")
builder.add_agent_step(
name="Agent Step",
agent_id="agent_1",
description="An agent step",
input_mapping={"input": "input.data"},
output_mapping={"output": "output.result"}
)
assert len(builder.steps) == 1
step = builder.steps[0]
assert step.name == "Agent Step"
assert step.agent_id == "agent_1"
assert step.description == "An agent step"
assert step.input_mapping == {"input": "input.data"}
assert step.output_mapping == {"output": "output.result"}
def test_add_tool_step(self):
"""Test adding a tool step"""
builder = WorkflowBuilder("Test Workflow")
builder.add_tool_step(
name="Tool Step",
tool_name="test_tool",
description="A tool step",
input_mapping={"input": "input.data"},
output_mapping={"output": "output.result"}
)
assert len(builder.steps) == 1
step = builder.steps[0]
assert step.name == "Tool Step"
assert step.tool_name == "test_tool"
assert step.description == "A tool step"
def test_set_schemas(self):
"""Test setting input and output schemas"""
builder = WorkflowBuilder("Test Workflow")
input_schema = {"data": "string"}
output_schema = {"result": "string"}
builder.set_input_schema(input_schema)
builder.set_output_schema(output_schema)
assert builder.input_schema == input_schema
assert builder.output_schema == output_schema
def test_set_timeout_and_retries(self):
"""Test setting timeout and retries"""
builder = WorkflowBuilder("Test Workflow")
builder.set_timeout(60.0)
builder.set_max_retries(5)
assert builder.timeout == 60.0
assert builder.max_retries == 5
def test_add_metadata(self):
"""Test adding metadata"""
builder = WorkflowBuilder("Test Workflow")
builder.add_metadata("version", "1.0")
builder.add_metadata("author", "test")
assert builder.metadata["version"] == "1.0"
assert builder.metadata["author"] == "test"
def test_build(self):
"""Test building a workflow definition"""
builder = WorkflowBuilder("Test Workflow", "A test workflow")
builder.set_type(WorkflowType.SEQUENTIAL)
builder.add_agent_step("Step 1", "agent_1")
builder.add_tool_step("Step 2", "tool_1")
builder.set_input_schema({"data": "string"})
builder.set_output_schema({"result": "string"})
builder.set_timeout(60.0)
builder.set_max_retries(3)
builder.add_metadata("version", "1.0")
workflow = builder.build()
assert isinstance(workflow, WorkflowDefinition)
assert workflow.name == "Test Workflow"
assert workflow.description == "A test workflow"
assert workflow.workflow_type == WorkflowType.SEQUENTIAL
assert len(workflow.steps) == 2
assert workflow.input_schema == {"data": "string"}
assert workflow.output_schema == {"result": "string"}
assert workflow.timeout == 60.0
assert workflow.max_retries == 3
assert workflow.metadata["version"] == "1.0"
class TestWorkflowEngine:
"""Test workflow engine functionality"""
@pytest.fixture
def engine(self):
"""Create a workflow engine for testing"""
return WorkflowEngine()
@pytest.fixture
def mock_agent(self):
"""Create a mock agent"""
agent = AsyncMock()
agent.ainvoke.return_value.content = "Agent response"
agent.ainvoke.return_value.additional_kwargs = {}
return agent
@pytest.fixture
def mock_tool(self):
"""Create a mock tool"""
tool = AsyncMock()
tool.ainvoke.return_value = "Tool result"
return tool
@pytest.mark.asyncio
async def test_register_workflow(self, engine):
"""Test registering a workflow"""
workflow = WorkflowDefinition(
workflow_id="workflow_1",
name="Test Workflow",
description="A test workflow",
workflow_type=WorkflowType.SEQUENTIAL,
steps=[],
input_schema={},
output_schema={}
)
result = await engine.register_workflow(workflow)
assert result is True
assert "workflow_1" in engine.workflows
assert engine.workflows["workflow_1"] == workflow
@pytest.mark.asyncio
async def test_unregister_workflow(self, engine):
"""Test unregistering a workflow"""
workflow = WorkflowDefinition(
workflow_id="workflow_1",
name="Test Workflow",
description="A test workflow",
workflow_type=WorkflowType.SEQUENTIAL,
steps=[],
input_schema={},
output_schema={}
)
await engine.register_workflow(workflow)
result = await engine.unregister_workflow("workflow_1")
assert result is True
assert "workflow_1" not in engine.workflows
@pytest.mark.asyncio
async def test_unregister_nonexistent_workflow(self, engine):
"""Test unregistering a non-existent workflow"""
result = await engine.unregister_workflow("nonexistent")
assert result is False
@pytest.mark.asyncio
async def test_register_agent(self, engine):
"""Test registering an agent"""
agent = Mock()
await engine.register_agent("agent_1", agent)
assert "agent_1" in engine.agents
assert engine.agents["agent_1"] == agent
@pytest.mark.asyncio
async def test_register_tool(self, engine):
"""Test registering a tool"""
tool = Mock()
await engine.register_tool("tool_1", tool)
assert "tool_1" in engine.tools
assert engine.tools["tool_1"] == tool
@pytest.mark.asyncio
async def test_execute_workflow_success(self, engine, mock_agent):
"""Test successful workflow execution"""
# Register agent
await engine.register_agent("agent_1", mock_agent)
# Create workflow
workflow = WorkflowDefinition(
workflow_id="workflow_1",
name="Test Workflow",
description="A test workflow",
workflow_type=WorkflowType.SEQUENTIAL,
steps=[
WorkflowStep(
step_id="step_1",
name="Test Step",
description="A test step",
agent_id="agent_1",
input_mapping={"message": "input.data"},
output_mapping={"response": "output.result"}
)
],
input_schema={"data": "string"},
output_schema={"result": "string"}
)
await engine.register_workflow(workflow)
# Execute workflow
execution = await engine.execute_workflow(
"workflow_1",
{"data": "test input"}
)
assert execution.workflow_id == "workflow_1"
assert execution.status == WorkflowStatus.COMPLETED
assert execution.input_data == {"data": "test input"}
assert execution.output_data == {"result": "Agent response"}
assert "step_1" in execution.step_results
assert execution.step_results["step_1"]["status"] == "success"
@pytest.mark.asyncio
async def test_execute_workflow_with_tool(self, engine, mock_tool):
"""Test workflow execution with tool"""
# Register tool
await engine.register_tool("tool_1", mock_tool)
# Create workflow
workflow = WorkflowDefinition(
workflow_id="workflow_1",
name="Test Workflow",
description="A test workflow",
workflow_type=WorkflowType.SEQUENTIAL,
steps=[
WorkflowStep(
step_id="step_1",
name="Tool Step",
description="A tool step",
tool_name="tool_1",
input_mapping={"input": "input.data"},
output_mapping={"result": "output.result"}
)
],
input_schema={"data": "string"},
output_schema={"result": "string"}
)
await engine.register_workflow(workflow)
# Execute workflow
execution = await engine.execute_workflow(
"workflow_1",
{"data": "test input"}
)
assert execution.status == WorkflowStatus.COMPLETED
assert execution.output_data == {"result": "Tool result"}
@pytest.mark.asyncio
async def test_execute_nonexistent_workflow(self, engine):
"""Test executing a non-existent workflow"""
with pytest.raises(ValueError, match="Workflow workflow_1 not found"):
await engine.execute_workflow("workflow_1", {})
@pytest.mark.asyncio
async def test_execute_workflow_with_missing_agent(self, engine):
"""Test workflow execution with missing agent"""
workflow = WorkflowDefinition(
workflow_id="workflow_1",
name="Test Workflow",
description="A test workflow",
workflow_type=WorkflowType.SEQUENTIAL,
steps=[
WorkflowStep(
step_id="step_1",
name="Test Step",
description="A test step",
agent_id="missing_agent"
)
],
input_schema={},
output_schema={}
)
await engine.register_workflow(workflow)
execution = await engine.execute_workflow("workflow_1", {})
assert execution.status == WorkflowStatus.FAILED
assert "Agent missing_agent not found" in execution.error_message
@pytest.mark.asyncio
async def test_execute_workflow_with_missing_tool(self, engine):
"""Test workflow execution with missing tool"""
workflow = WorkflowDefinition(
workflow_id="workflow_1",
name="Test Workflow",
description="A test workflow",
workflow_type=WorkflowType.SEQUENTIAL,
steps=[
WorkflowStep(
step_id="step_1",
name="Tool Step",
description="A tool step",
tool_name="missing_tool"
)
],
input_schema={},
output_schema={}
)
await engine.register_workflow(workflow)
execution = await engine.execute_workflow("workflow_1", {})
assert execution.status == WorkflowStatus.FAILED
assert "Tool missing_tool not found" in execution.error_message
@pytest.mark.asyncio
async def test_execute_workflow_with_agent_error(self, engine):
"""Test workflow execution with agent error"""
# Create agent that raises an error
error_agent = AsyncMock()
error_agent.ainvoke.side_effect = ValueError("Agent error")
await engine.register_agent("error_agent", error_agent)
workflow = WorkflowDefinition(
workflow_id="workflow_1",
name="Test Workflow",
description="A test workflow",
workflow_type=WorkflowType.SEQUENTIAL,
steps=[
WorkflowStep(
step_id="step_1",
name="Error Step",
description="A step that will error",
agent_id="error_agent",
retry_count=1
)
],
input_schema={},
output_schema={}
)
await engine.register_workflow(workflow)
execution = await engine.execute_workflow("workflow_1", {})
assert execution.status == WorkflowStatus.FAILED
assert "Agent error" in execution.error_message
@pytest.mark.asyncio
async def test_get_execution_status(self, engine):
"""Test getting execution status"""
execution = WorkflowExecution(
execution_id="exec_1",
workflow_id="workflow_1",
status=WorkflowStatus.COMPLETED,
input_data={},
output_data={}
)
engine.executions["exec_1"] = execution
result = await engine.get_execution_status("exec_1")
assert result == execution
@pytest.mark.asyncio
async def test_get_nonexistent_execution_status(self, engine):
"""Test getting non-existent execution status"""
result = await engine.get_execution_status("nonexistent")
assert result is None
@pytest.mark.asyncio
async def test_cancel_execution(self, engine):
"""Test canceling an execution"""
execution = WorkflowExecution(
execution_id="exec_1",
workflow_id="workflow_1",
status=WorkflowStatus.RUNNING,
input_data={},
output_data={}
)
engine.executions["exec_1"] = execution
result = await engine.cancel_execution("exec_1")
assert result is True
assert execution.status == WorkflowStatus.CANCELLED
@pytest.mark.asyncio
async def test_cancel_completed_execution(self, engine):
"""Test canceling a completed execution"""
execution = WorkflowExecution(
execution_id="exec_1",
workflow_id="workflow_1",
status=WorkflowStatus.COMPLETED,
input_data={},
output_data={}
)
engine.executions["exec_1"] = execution
result = await engine.cancel_execution("exec_1")
assert result is False
assert execution.status == WorkflowStatus.COMPLETED
@pytest.mark.asyncio
async def test_get_workflow_definitions(self, engine):
"""Test getting workflow definitions"""
workflow1 = WorkflowDefinition(
workflow_id="workflow_1",
name="Workflow 1",
description="First workflow",
workflow_type=WorkflowType.SEQUENTIAL,
steps=[],
input_schema={},
output_schema={}
)
workflow2 = WorkflowDefinition(
workflow_id="workflow_2",
name="Workflow 2",
description="Second workflow",
workflow_type=WorkflowType.PARALLEL,
steps=[],
input_schema={},
output_schema={}
)
await engine.register_workflow(workflow1)
await engine.register_workflow(workflow2)
definitions = await engine.get_workflow_definitions()
assert len(definitions) == 2
workflow_ids = [w.workflow_id for w in definitions]
assert "workflow_1" in workflow_ids
assert "workflow_2" in workflow_ids
@pytest.mark.asyncio
async def test_get_execution_history(self, engine):
"""Test getting execution history"""
execution1 = WorkflowExecution(
execution_id="exec_1",
workflow_id="workflow_1",
status=WorkflowStatus.COMPLETED,
input_data={},
output_data={}
)
execution2 = WorkflowExecution(
execution_id="exec_2",
workflow_id="workflow_1",
status=WorkflowStatus.FAILED,
input_data={},
output_data={}
)
execution3 = WorkflowExecution(
execution_id="exec_3",
workflow_id="workflow_2",
status=WorkflowStatus.COMPLETED,
input_data={},
output_data={}
)
engine.executions["exec_1"] = execution1
engine.executions["exec_2"] = execution2
engine.executions["exec_3"] = execution3
# Get all executions
all_executions = await engine.get_execution_history()
assert len(all_executions) == 3
# Get executions for specific workflow
workflow1_executions = await engine.get_execution_history("workflow_1")
assert len(workflow1_executions) == 2
assert all(e.workflow_id == "workflow_1" for e in workflow1_executions)
class TestUtilityFunctions:
"""Test utility functions"""
@pytest.mark.asyncio
async def test_register_workflow_global(self):
"""Test registering workflow with global engine"""
workflow = WorkflowDefinition(
workflow_id="global_workflow",
name="Global Workflow",
description="A global workflow",
workflow_type=WorkflowType.SEQUENTIAL,
steps=[],
input_schema={},
output_schema={}
)
result = await register_workflow(workflow)
assert result is True
assert "global_workflow" in workflow_engine.workflows
@pytest.mark.asyncio
async def test_execute_workflow_global(self):
"""Test executing workflow with global engine"""
# Register a simple workflow
workflow = WorkflowDefinition(
workflow_id="test_workflow",
name="Test Workflow",
description="A test workflow",
workflow_type=WorkflowType.SEQUENTIAL,
steps=[],
input_schema={},
output_schema={}
)
await register_workflow(workflow)
execution = await execute_workflow("test_workflow", {"data": "test"})
assert execution.workflow_id == "test_workflow"
assert execution.status == WorkflowStatus.COMPLETED
assert execution.input_data == {"data": "test"}
@pytest.mark.asyncio
async def test_get_execution_status_global(self):
"""Test getting execution status with global engine"""
execution = WorkflowExecution(
execution_id="global_exec",
workflow_id="workflow_1",
status=WorkflowStatus.COMPLETED,
input_data={},
output_data={}
)
workflow_engine.executions["global_exec"] = execution
result = await get_execution_status("global_exec")
assert result == execution
def test_create_workflow_builder(self):
"""Test creating workflow builder"""
builder = create_workflow_builder("Test Builder", "A test builder")
assert isinstance(builder, WorkflowBuilder)
assert builder.name == "Test Builder"
assert builder.description == "A test builder"
class TestWorkflowTypes:
"""Test different workflow types"""
@pytest.mark.asyncio
async def test_sequential_workflow(self):
"""Test sequential workflow execution"""
engine = WorkflowEngine()
# Create mock agents
agent1 = AsyncMock()
agent1.ainvoke.return_value.content = "Agent 1 response"
agent1.ainvoke.return_value.additional_kwargs = {}
agent2 = AsyncMock()
agent2.ainvoke.return_value.content = "Agent 2 response"
agent2.ainvoke.return_value.additional_kwargs = {}
await engine.register_agent("agent_1", agent1)
await engine.register_agent("agent_2", agent2)
# Create sequential workflow
workflow = WorkflowDefinition(
workflow_id="sequential_workflow",
name="Sequential Workflow",
description="A sequential workflow",
workflow_type=WorkflowType.SEQUENTIAL,
steps=[
WorkflowStep(
step_id="step_1",
name="Step 1",
description="First step",
agent_id="agent_1"
),
WorkflowStep(
step_id="step_2",
name="Step 2",
description="Second step",
agent_id="agent_2"
)
],
input_schema={},
output_schema={}
)
await engine.register_workflow(workflow)
execution = await engine.execute_workflow("sequential_workflow", {})
assert execution.status == WorkflowStatus.COMPLETED
assert "step_1" in execution.step_results
assert "step_2" in execution.step_results
assert execution.step_results["step_1"]["status"] == "success"
assert execution.step_results["step_2"]["status"] == "success"
@pytest.mark.asyncio
async def test_parallel_workflow(self):
"""Test parallel workflow execution"""
engine = WorkflowEngine()
# Create mock agents
agent1 = AsyncMock()
agent1.ainvoke.return_value.content = "Agent 1 response"
agent1.ainvoke.return_value.additional_kwargs = {}
agent2 = AsyncMock()
agent2.ainvoke.return_value.content = "Agent 2 response"
agent2.ainvoke.return_value.additional_kwargs = {}
await engine.register_agent("agent_1", agent1)
await engine.register_agent("agent_2", agent2)
# Create parallel workflow
workflow = WorkflowDefinition(
workflow_id="parallel_workflow",
name="Parallel Workflow",
description="A parallel workflow",
workflow_type=WorkflowType.PARALLEL,
steps=[
WorkflowStep(
step_id="step_1",
name="Step 1",
description="First step",
agent_id="agent_1"
),
WorkflowStep(
step_id="step_2",
name="Step 2",
description="Second step",
agent_id="agent_2"
)
],
input_schema={},
output_schema={}
)
await engine.register_workflow(workflow)
execution = await engine.execute_workflow("parallel_workflow", {})
assert execution.status == WorkflowStatus.COMPLETED
assert "step_1" in execution.step_results
assert "step_2" in execution.step_results
class TestErrorHandling:
"""Test error handling"""
@pytest.mark.asyncio
async def test_workflow_timeout(self):
"""Test workflow timeout"""
engine = WorkflowEngine()
# Create slow agent
slow_agent = AsyncMock()
slow_agent.ainvoke.side_effect = lambda x: asyncio.sleep(2)
await engine.register_agent("slow_agent", slow_agent)
# Create workflow with short timeout
workflow = WorkflowDefinition(
workflow_id="timeout_workflow",
name="Timeout Workflow",
description="A workflow that will timeout",
workflow_type=WorkflowType.SEQUENTIAL,
steps=[
WorkflowStep(
step_id="step_1",
name="Slow Step",
description="A slow step",
agent_id="slow_agent"
)
],
input_schema={},
output_schema={},
timeout=1.0 # 1 second timeout
)
await engine.register_workflow(workflow)
execution = await engine.execute_workflow("timeout_workflow", {})
assert execution.status == WorkflowStatus.FAILED
assert "timeout" in execution.error_message.lower()
@pytest.mark.asyncio
async def test_step_retry_logic(self):
"""Test step retry logic"""
engine = WorkflowEngine()
# Create agent that fails twice then succeeds
failing_agent = AsyncMock()
call_count = 0
async def failing_func(*args, **kwargs):
nonlocal call_count
call_count += 1
if call_count < 3:
raise ValueError(f"Agent error {call_count}")
return type('Response', (), {
'content': 'Success after retries',
'additional_kwargs': {}
})()
failing_agent.ainvoke.side_effect = failing_func
await engine.register_agent("failing_agent", failing_agent)
# Create workflow with retries
workflow = WorkflowDefinition(
workflow_id="retry_workflow",
name="Retry Workflow",
description="A workflow with retries",
workflow_type=WorkflowType.SEQUENTIAL,
steps=[
WorkflowStep(
step_id="step_1",
name="Retry Step",
description="A step that will retry",
agent_id="failing_agent",
retry_count=3,
retry_delay=0.1
)
],
input_schema={},
output_schema={}
)
await engine.register_workflow(workflow)
execution = await engine.execute_workflow("retry_workflow", {})
assert execution.status == WorkflowStatus.COMPLETED
assert execution.step_results["step_1"]["status"] == "success"
assert call_count == 3 # Should have been called 3 times
class TestIntegration:
"""Integration tests"""
@pytest.mark.asyncio
async def test_complex_workflow_integration(self):
"""Test complex workflow integration"""
engine = WorkflowEngine()
# Create multiple agents
agent1 = AsyncMock()
agent1.ainvoke.return_value.content = "Agent 1 result"
agent1.ainvoke.return_value.additional_kwargs = {}
agent2 = AsyncMock()
agent2.ainvoke.return_value.content = "Agent 2 result"
agent2.ainvoke.return_value.additional_kwargs = {}
tool1 = AsyncMock()
tool1.ainvoke.return_value = "Tool 1 result"
await engine.register_agent("agent_1", agent1)
await engine.register_agent("agent_2", agent2)
await engine.register_tool("tool_1", tool1)
# Create complex workflow
workflow = WorkflowDefinition(
workflow_id="complex_workflow",
name="Complex Workflow",
description="A complex workflow with multiple steps",
workflow_type=WorkflowType.SEQUENTIAL,
steps=[
WorkflowStep(
step_id="step_1",
name="Agent Step",
description="First agent step",
agent_id="agent_1",
input_mapping={"message": "input.data"},
output_mapping={"agent_result": "output.agent_result"}
),
WorkflowStep(
step_id="step_2",
name="Tool Step",
description="Tool processing step",
tool_name="tool_1",
input_mapping={"input": "output.agent_result"},
output_mapping={"tool_result": "output.tool_result"}
),
WorkflowStep(
step_id="step_3",
name="Final Agent Step",
description="Final agent step",
agent_id="agent_2",
input_mapping={"message": "output.tool_result"},
output_mapping={"final_result": "output.final_result"}
)
],
input_schema={"data": "string"},
output_schema={"agent_result": "string", "tool_result": "string", "final_result": "string"}
)
await engine.register_workflow(workflow)
# Execute workflow
execution = await engine.execute_workflow(
"complex_workflow",
{"data": "initial input"}
)
assert execution.status == WorkflowStatus.COMPLETED
assert execution.output_data["agent_result"] == "Agent 1 result"
assert execution.output_data["tool_result"] == "Tool 1 result"
assert execution.output_data["final_result"] == "Agent 2 result"
# Verify all steps were executed
assert len(execution.step_results) == 3
for step_id in ["step_1", "step_2", "step_3"]:
assert step_id in execution.step_results
assert execution.step_results[step_id]["status"] == "success"