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https://github.com/crewAIInc/crewAI.git
synced 2026-01-24 23:58:15 +00:00
All tests are passing now
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@@ -1,46 +1,70 @@
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from unittest.mock import Mock, PropertyMock
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from unittest.mock import MagicMock
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import pytest
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from crewai.agent import Agent
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from crewai.crew import Crew
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from crewai.crews.crew_output import CrewOutput
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from crewai.procedure.procedure import Procedure
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from crewai.process import Process
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from crewai.task import Task
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from crewai.tasks.task_output import TaskOutput
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@pytest.fixture
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def mock_crew():
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crew = Mock(spec=Crew)
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task_output = TaskOutput(
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description="Test task", raw="Task output", agent="Test Agent"
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)
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crew_output = CrewOutput(
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raw="Test output",
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tasks_output=[task_output],
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token_usage={"total_tokens": 100, "prompt_tokens": 50, "completion_tokens": 50},
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json_dict={"key": "value"}, # Add this line
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)
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def mock_crew_factory():
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def _create_mock_crew():
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crew = MagicMock(spec=Crew)
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task_output = TaskOutput(
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description="Test task", raw="Task output", agent="Test Agent"
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)
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crew_output = CrewOutput(
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raw="Test output",
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tasks_output=[task_output],
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token_usage={
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"total_tokens": 100,
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"prompt_tokens": 50,
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"completion_tokens": 50,
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},
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json_dict={"key": "value"},
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)
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async def async_kickoff(inputs=None):
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return crew_output
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async def async_kickoff(inputs=None):
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return crew_output
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crew.kickoff.return_value = crew_output
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crew.kickoff_async.side_effect = async_kickoff
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return crew
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crew.kickoff.return_value = crew_output
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crew.kickoff_async.side_effect = async_kickoff
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# Add more attributes that Procedure might be expecting
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crew.verbose = 0
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crew.output_log_file = None
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crew.max_rpm = None
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crew.memory = False
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crew.process = Process.sequential
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crew.config = None
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crew.cache = True
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# Add non-empty agents and tasks
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mock_agent = MagicMock(spec=Agent)
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mock_task = MagicMock(spec=Task)
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mock_task.agent = mock_agent
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mock_task.async_execution = False
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mock_task.context = None
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crew.agents = [mock_agent]
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crew.tasks = [mock_task]
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return crew
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return _create_mock_crew
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def test_procedure_initialization():
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def test_procedure_initialization(mock_crew_factory):
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"""
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Test that a Procedure is correctly initialized with the given crews.
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"""
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crew1 = Mock(spec=Crew)
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crew2 = Mock(spec=Crew)
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# Add properties required by validators
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type(crew1).verbose = PropertyMock(return_value=True)
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type(crew2).verbose = PropertyMock(return_value=True)
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type(crew1).output_log_file = PropertyMock(return_value=False)
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type(crew2).output_log_file = PropertyMock(return_value=False)
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crew1 = mock_crew_factory()
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crew2 = mock_crew_factory()
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procedure = Procedure(crews=[crew1, crew2])
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assert len(procedure.crews) == 2
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@@ -49,16 +73,17 @@ def test_procedure_initialization():
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@pytest.mark.asyncio
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async def test_procedure_kickoff_single_input(mock_crew):
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async def test_procedure_kickoff_single_input(mock_crew_factory):
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"""
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Test that Procedure.kickoff() correctly processes a single input
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and returns the expected CrewOutput.
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"""
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procedure = Procedure(crews=[mock_crew])
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mock_crew_1 = mock_crew_factory()
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procedure = Procedure(crews=[mock_crew_1])
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input_data = {"key": "value"}
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result = await procedure.kickoff([input_data])
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mock_crew.kickoff_async.assert_called_once_with(inputs=input_data)
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mock_crew_1.kickoff_async.assert_called_once_with(inputs=input_data)
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assert len(result) == 1
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assert isinstance(result[0], CrewOutput)
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assert result[0].raw == "Test output"
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@@ -72,17 +97,19 @@ async def test_procedure_kickoff_single_input(mock_crew):
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@pytest.mark.asyncio
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async def test_procedure_kickoff_multiple_inputs(mock_crew):
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async def test_procedure_kickoff_multiple_inputs(mock_crew_factory):
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"""
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Test that Procedure.kickoff() correctly processes multiple inputs
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and returns the expected CrewOutputs.
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"""
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procedure = Procedure(crews=[mock_crew, mock_crew])
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mock_crew_1, mock_crew_2 = mock_crew_factory(), mock_crew_factory()
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procedure = Procedure(crews=[mock_crew_1, mock_crew_2])
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input_data = [{"key1": "value1"}, {"key2": "value2"}]
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result = await procedure.kickoff(input_data)
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expected_call_count = 4 # 2 crews x 2 inputs = 4
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assert mock_crew.kickoff_async.call_count == expected_call_count
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expected_call_count_per_crew = 2
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assert mock_crew_1.kickoff_async.call_count == expected_call_count_per_crew
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assert mock_crew_2.kickoff_async.call_count == expected_call_count_per_crew
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assert len(result) == 2
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assert all(isinstance(r, CrewOutput) for r in result)
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assert all(len(r.tasks_output) == 1 for r in result)
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@@ -94,7 +121,7 @@ async def test_procedure_kickoff_multiple_inputs(mock_crew):
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@pytest.mark.asyncio
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async def test_procedure_chaining():
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async def test_procedure_chaining(mock_crew_factory):
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"""
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Test that Procedure correctly chains multiple crews, passing the output
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of one crew as input to the next crew in the sequence.
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@@ -105,7 +132,7 @@ async def test_procedure_chaining():
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3. The final output contains the result from the last crew in the chain.
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4. Task outputs and token usage are correctly propagated through the chain.
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"""
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crew1, crew2 = Mock(spec=Crew), Mock(spec=Crew)
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crew1, crew2 = mock_crew_factory(), mock_crew_factory()
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task_output1 = TaskOutput(description="Task 1", raw="Output 1", agent="Agent 1")
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task_output2 = TaskOutput(description="Task 2", raw="Final output", agent="Agent 2")
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@@ -153,49 +180,3 @@ async def test_procedure_chaining():
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"completion_tokens": 75,
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}
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assert result[0].json_dict == {"key2": "value2"}
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@pytest.mark.asyncio
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async def test_procedure_invalid_input_type():
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"""
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Test that Procedure.kickoff() raises a TypeError when given an invalid input type.
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"""
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procedure = Procedure(crews=[Mock(spec=Crew)])
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with pytest.raises(TypeError):
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await procedure.kickoff("invalid input")
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@pytest.mark.asyncio
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async def test_procedure_token_usage_aggregation():
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"""
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Test that Procedure correctly aggregates token usage across multiple crews.
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"""
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crew1, crew2 = Mock(spec=Crew), Mock(spec=Crew)
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crew1.kickoff.return_value = CrewOutput(
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raw="Output 1",
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tasks_output=[
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TaskOutput(description="Task 1", raw="Output 1", agent="Agent 1")
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],
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token_usage={"total_tokens": 100, "prompt_tokens": 50, "completion_tokens": 50},
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)
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crew2.kickoff.return_value = CrewOutput(
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raw="Output 2",
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tasks_output=[
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TaskOutput(description="Task 2", raw="Output 2", agent="Agent 2")
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],
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token_usage={"total_tokens": 150, "prompt_tokens": 75, "completion_tokens": 75},
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)
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procedure = Procedure([crew1, crew2])
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result = await procedure.kickoff([{"initial": "data"}])
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assert result[0].token_usage == {
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"total_tokens": 250,
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"prompt_tokens": 125,
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"completion_tokens": 125,
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}
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assert result[0].token_usage == {
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"total_tokens": 250,
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"prompt_tokens": 125,
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"completion_tokens": 125,
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}
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