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crewAI/tests/test_flow.py
Greyson LaLonde 42f2b4d551
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fix: preserve nested condition structure in Flow decorators
Fixes nested boolean conditions being flattened in @listen, @start, and @router decorators. The or_() and and_() combinators now preserve their nested structure using a "conditions" key instead of flattening to a list. Added recursive evaluation logic to properly handle complex patterns like or_(and_(A, B), and_(C, D)).
2025-10-17 17:06:19 -04:00

969 lines
30 KiB
Python

"""Test Flow creation and execution basic functionality."""
import asyncio
from datetime import datetime
import pytest
from pydantic import BaseModel
from crewai.events.event_bus import crewai_event_bus
from crewai.events.types.flow_events import (
FlowFinishedEvent,
FlowPlotEvent,
FlowStartedEvent,
MethodExecutionFinishedEvent,
MethodExecutionStartedEvent,
)
from crewai.flow.flow import Flow, and_, listen, or_, router, start
def test_simple_sequential_flow():
"""Test a simple flow with two steps called sequentially."""
execution_order = []
class SimpleFlow(Flow):
@start()
def step_1(self):
execution_order.append("step_1")
@listen(step_1)
def step_2(self):
execution_order.append("step_2")
flow = SimpleFlow()
flow.kickoff()
assert execution_order == ["step_1", "step_2"]
def test_flow_with_multiple_starts():
"""Test a flow with multiple start methods."""
execution_order = []
class MultiStartFlow(Flow):
@start()
def step_a(self):
execution_order.append("step_a")
@start()
def step_b(self):
execution_order.append("step_b")
@listen(step_a)
def step_c(self):
execution_order.append("step_c")
@listen(step_b)
def step_d(self):
execution_order.append("step_d")
flow = MultiStartFlow()
flow.kickoff()
assert "step_a" in execution_order
assert "step_b" in execution_order
assert "step_c" in execution_order
assert "step_d" in execution_order
assert execution_order.index("step_c") > execution_order.index("step_a")
assert execution_order.index("step_d") > execution_order.index("step_b")
def test_cyclic_flow():
"""Test a cyclic flow that runs a finite number of iterations."""
execution_order = []
class CyclicFlow(Flow):
iteration = 0
max_iterations = 3
@start("loop")
def step_1(self):
if self.iteration >= self.max_iterations:
return # Do not proceed further
execution_order.append(f"step_1_{self.iteration}")
@listen(step_1)
def step_2(self):
execution_order.append(f"step_2_{self.iteration}")
@router(step_2)
def step_3(self):
execution_order.append(f"step_3_{self.iteration}")
self.iteration += 1
if self.iteration < self.max_iterations:
return "loop"
return "exit"
flow = CyclicFlow()
flow.kickoff()
expected_order = []
for i in range(flow.max_iterations):
expected_order.extend([f"step_1_{i}", f"step_2_{i}", f"step_3_{i}"])
assert execution_order == expected_order
def test_flow_with_and_condition():
"""Test a flow where a step waits for multiple other steps to complete."""
execution_order = []
class AndConditionFlow(Flow):
@start()
def step_1(self):
execution_order.append("step_1")
@start()
def step_2(self):
execution_order.append("step_2")
@listen(and_(step_1, step_2))
def step_3(self):
execution_order.append("step_3")
flow = AndConditionFlow()
flow.kickoff()
assert "step_1" in execution_order
assert "step_2" in execution_order
assert execution_order[-1] == "step_3"
assert execution_order.index("step_3") > execution_order.index("step_1")
assert execution_order.index("step_3") > execution_order.index("step_2")
def test_flow_with_or_condition():
"""Test a flow where a step is triggered when any of multiple steps complete."""
execution_order = []
class OrConditionFlow(Flow):
@start()
def step_a(self):
execution_order.append("step_a")
@start()
def step_b(self):
execution_order.append("step_b")
@listen(or_(step_a, step_b))
def step_c(self):
execution_order.append("step_c")
flow = OrConditionFlow()
flow.kickoff()
assert "step_a" in execution_order or "step_b" in execution_order
assert "step_c" in execution_order
assert execution_order.index("step_c") > min(
execution_order.index("step_a"), execution_order.index("step_b")
)
def test_flow_with_router():
"""Test a flow that uses a router method to determine the next step."""
execution_order = []
class RouterFlow(Flow):
@start()
def start_method(self):
execution_order.append("start_method")
@router(start_method)
def router(self):
execution_order.append("router")
# Ensure the condition is set to True to follow the "step_if_true" path
condition = True
return "step_if_true" if condition else "step_if_false"
@listen("step_if_true")
def truthy(self):
execution_order.append("step_if_true")
@listen("step_if_false")
def falsy(self):
execution_order.append("step_if_false")
flow = RouterFlow()
flow.kickoff()
assert execution_order == ["start_method", "router", "step_if_true"]
def test_async_flow():
"""Test an asynchronous flow."""
execution_order = []
class AsyncFlow(Flow):
@start()
async def step_1(self):
execution_order.append("step_1")
await asyncio.sleep(0.1)
@listen(step_1)
async def step_2(self):
execution_order.append("step_2")
await asyncio.sleep(0.1)
flow = AsyncFlow()
asyncio.run(flow.kickoff_async())
assert execution_order == ["step_1", "step_2"]
def test_flow_with_exceptions():
"""Test flow behavior when exceptions occur in steps."""
execution_order = []
class ExceptionFlow(Flow):
@start()
def step_1(self):
execution_order.append("step_1")
raise ValueError("An error occurred in step_1")
@listen(step_1)
def step_2(self):
execution_order.append("step_2")
flow = ExceptionFlow()
with pytest.raises(ValueError):
flow.kickoff()
# Ensure step_2 did not execute
assert execution_order == ["step_1"]
def test_flow_restart():
"""Test restarting a flow after it has completed."""
execution_order = []
class RestartableFlow(Flow):
@start()
def step_1(self):
execution_order.append("step_1")
@listen(step_1)
def step_2(self):
execution_order.append("step_2")
flow = RestartableFlow()
flow.kickoff()
flow.kickoff() # Restart the flow
assert execution_order == ["step_1", "step_2", "step_1", "step_2"]
def test_flow_with_custom_state():
"""Test a flow that maintains and modifies internal state."""
class StateFlow(Flow):
def __init__(self):
super().__init__()
self.counter = 0
@start()
def step_1(self):
self.counter += 1
@listen(step_1)
def step_2(self):
self.counter *= 2
assert self.counter == 2
flow = StateFlow()
flow.kickoff()
assert flow.counter == 2
def test_flow_uuid_unstructured():
"""Test that unstructured (dictionary) flow states automatically get a UUID that persists."""
initial_id = None
class UUIDUnstructuredFlow(Flow):
@start()
def first_method(self):
nonlocal initial_id
# Verify ID is automatically generated
assert "id" in self.state
assert isinstance(self.state["id"], str)
# Store initial ID for comparison
initial_id = self.state["id"]
# Add some data to trigger state update
self.state["data"] = "example"
@listen(first_method)
def second_method(self):
# Ensure the ID persists after state updates
assert "id" in self.state
assert self.state["id"] == initial_id
# Update state again to verify ID preservation
self.state["more_data"] = "test"
assert self.state["id"] == initial_id
flow = UUIDUnstructuredFlow()
flow.kickoff()
# Verify ID persists after flow completion
assert flow.state["id"] == initial_id
# Verify UUID format (36 characters, including hyphens)
assert len(flow.state["id"]) == 36
def test_flow_uuid_structured():
"""Test that structured (Pydantic) flow states automatically get a UUID that persists."""
initial_id = None
class MyStructuredState(BaseModel):
counter: int = 0
message: str = "initial"
class UUIDStructuredFlow(Flow[MyStructuredState]):
@start()
def first_method(self):
nonlocal initial_id
# Verify ID is automatically generated and accessible as attribute
assert hasattr(self.state, "id")
assert isinstance(self.state.id, str)
# Store initial ID for comparison
initial_id = self.state.id
# Update some fields to trigger state changes
self.state.counter += 1
self.state.message = "updated"
@listen(first_method)
def second_method(self):
# Ensure the ID persists after state updates
assert hasattr(self.state, "id")
assert self.state.id == initial_id
# Update state again to verify ID preservation
self.state.counter += 1
self.state.message = "final"
assert self.state.id == initial_id
flow = UUIDStructuredFlow()
flow.kickoff()
# Verify ID persists after flow completion
assert flow.state.id == initial_id
# Verify UUID format (36 characters, including hyphens)
assert len(flow.state.id) == 36
# Verify other state fields were properly updated
assert flow.state.counter == 2
assert flow.state.message == "final"
def test_router_with_multiple_conditions():
"""Test a router that triggers when any of multiple steps complete (OR condition),
and another router that triggers only after all specified steps complete (AND condition).
"""
execution_order = []
class ComplexRouterFlow(Flow):
@start()
def step_a(self):
execution_order.append("step_a")
@start()
def step_b(self):
execution_order.append("step_b")
@router(or_("step_a", "step_b"))
def router_or(self):
execution_order.append("router_or")
return "next_step_or"
@listen("next_step_or")
def handle_next_step_or_event(self):
execution_order.append("handle_next_step_or_event")
@listen(handle_next_step_or_event)
def branch_2_step(self):
execution_order.append("branch_2_step")
@router(and_(handle_next_step_or_event, branch_2_step))
def router_and(self):
execution_order.append("router_and")
return "final_step"
@listen("final_step")
def log_final_step(self):
execution_order.append("log_final_step")
flow = ComplexRouterFlow()
flow.kickoff()
assert "step_a" in execution_order
assert "step_b" in execution_order
assert "router_or" in execution_order
assert "handle_next_step_or_event" in execution_order
assert "branch_2_step" in execution_order
assert "router_and" in execution_order
assert "log_final_step" in execution_order
# Check that the AND router triggered after both relevant steps:
assert execution_order.index("router_and") > execution_order.index(
"handle_next_step_or_event"
)
assert execution_order.index("router_and") > execution_order.index("branch_2_step")
# final_step should run after router_and
assert execution_order.index("log_final_step") > execution_order.index("router_and")
def test_unstructured_flow_event_emission():
"""Test that the correct events are emitted during unstructured flow
execution with all fields validated."""
class PoemFlow(Flow):
@start()
def prepare_flower(self):
self.state["flower"] = "roses"
return "foo"
@start()
def prepare_color(self):
self.state["color"] = "red"
return "bar"
@listen(prepare_color)
def write_first_sentence(self):
return f"{self.state['flower']} are {self.state['color']}"
@listen(write_first_sentence)
def finish_poem(self, first_sentence):
separator = self.state.get("separator", "\n")
return separator.join([first_sentence, "violets are blue"])
@listen(finish_poem)
def save_poem_to_database(self):
# A method without args/kwargs to ensure events are sent correctly
return "roses are red\nviolets are blue"
flow = PoemFlow()
received_events = []
@crewai_event_bus.on(FlowStartedEvent)
def handle_flow_start(source, event):
received_events.append(event)
@crewai_event_bus.on(MethodExecutionStartedEvent)
def handle_method_start(source, event):
received_events.append(event)
@crewai_event_bus.on(FlowFinishedEvent)
def handle_flow_end(source, event):
received_events.append(event)
flow.kickoff(inputs={"separator": ", "})
assert isinstance(received_events[0], FlowStartedEvent)
assert received_events[0].flow_name == "PoemFlow"
assert received_events[0].inputs == {"separator": ", "}
assert isinstance(received_events[0].timestamp, datetime)
# All subsequent events are MethodExecutionStartedEvent
for event in received_events[1:-1]:
assert isinstance(event, MethodExecutionStartedEvent)
assert event.flow_name == "PoemFlow"
assert isinstance(event.state, dict)
assert isinstance(event.state["id"], str)
assert event.state["separator"] == ", "
assert received_events[1].method_name == "prepare_flower"
assert received_events[1].params == {}
assert "flower" not in received_events[1].state
assert received_events[2].method_name == "prepare_color"
assert received_events[2].params == {}
print("received_events[2]", received_events[2])
assert "flower" in received_events[2].state
assert received_events[3].method_name == "write_first_sentence"
assert received_events[3].params == {}
assert received_events[3].state["flower"] == "roses"
assert received_events[3].state["color"] == "red"
assert received_events[4].method_name == "finish_poem"
assert received_events[4].params == {"_0": "roses are red"}
assert received_events[4].state["flower"] == "roses"
assert received_events[4].state["color"] == "red"
assert received_events[5].method_name == "save_poem_to_database"
assert received_events[5].params == {}
assert received_events[5].state["flower"] == "roses"
assert received_events[5].state["color"] == "red"
assert isinstance(received_events[6], FlowFinishedEvent)
assert received_events[6].flow_name == "PoemFlow"
assert received_events[6].result == "roses are red\nviolets are blue"
assert isinstance(received_events[6].timestamp, datetime)
def test_flow_trigger_payload_injection():
captured_payload = []
class TriggerFlow(Flow):
@start()
def start_method(self, crewai_trigger_payload=None):
captured_payload.append(crewai_trigger_payload)
return "started"
@listen(start_method)
def second_method(self):
captured_payload.append("no_parameter")
return "finished"
flow = TriggerFlow()
test_payload = "This is important trigger data"
flow.kickoff(inputs={"crewai_trigger_payload": test_payload})
assert captured_payload == [test_payload, "no_parameter"]
def test_flow_trigger_payload_injection_multiple_starts():
captured_payloads = []
class MultiStartFlow(Flow):
@start()
def start_method_1(self, crewai_trigger_payload=None):
captured_payloads.append(("start_1", crewai_trigger_payload))
return "start_1_done"
@start()
def start_method_2(self, crewai_trigger_payload=None):
captured_payloads.append(("start_2", crewai_trigger_payload))
return "start_2_done"
flow = MultiStartFlow()
test_payload = "Multiple start trigger data"
flow.kickoff(inputs={"crewai_trigger_payload": test_payload})
assert captured_payloads == [("start_1", test_payload), ("start_2", test_payload)]
def test_flow_without_trigger_payload():
captured_payload = []
class NormalFlow(Flow):
@start()
def start_method(self, crewai_trigger_payload=None):
captured_payload.append(crewai_trigger_payload)
return "no_trigger"
flow = NormalFlow()
flow.kickoff(inputs={"other_data": "some value"})
assert captured_payload[0] is None
def test_flow_trigger_payload_with_structured_state():
class TriggerState(BaseModel):
id: str = "test"
message: str = ""
class StructuredFlow(Flow[TriggerState]):
@start()
def start_method(self, crewai_trigger_payload=None):
return crewai_trigger_payload
flow = StructuredFlow()
test_payload = "Structured state trigger data"
result = flow.kickoff(inputs={"crewai_trigger_payload": test_payload})
assert result == test_payload
def test_flow_start_method_without_trigger_parameter():
execution_order = []
class FlowWithoutParameter(Flow):
@start()
def start_without_param(self):
execution_order.append("start_executed")
return "started"
@listen(start_without_param)
def second_method(self):
execution_order.append("second_executed")
return "finished"
flow = FlowWithoutParameter()
result = flow.kickoff(inputs={"crewai_trigger_payload": "some data"})
assert execution_order == ["start_executed", "second_executed"]
assert result == "finished"
def test_async_flow_with_trigger_payload():
captured_payload = []
class AsyncTriggerFlow(Flow):
@start()
async def async_start_method(self, crewai_trigger_payload=None):
captured_payload.append(crewai_trigger_payload)
await asyncio.sleep(0.01)
return "async_started"
@listen(async_start_method)
async def async_second_method(self, result):
captured_payload.append(result)
await asyncio.sleep(0.01)
return "async_finished"
flow = AsyncTriggerFlow()
test_payload = "Async trigger data"
result = asyncio.run(
flow.kickoff_async(inputs={"crewai_trigger_payload": test_payload})
)
assert captured_payload == [test_payload, "async_started"]
assert result == "async_finished"
def test_structured_flow_event_emission():
"""Test that the correct events are emitted during structured flow
execution with all fields validated."""
class OnboardingState(BaseModel):
name: str = ""
sent: bool = False
class OnboardingFlow(Flow[OnboardingState]):
@start()
def user_signs_up(self):
self.state.sent = False
@listen(user_signs_up)
def send_welcome_message(self):
self.state.sent = True
return f"Welcome, {self.state.name}!"
flow = OnboardingFlow()
flow.kickoff(inputs={"name": "Anakin"})
received_events = []
@crewai_event_bus.on(FlowStartedEvent)
def handle_flow_start(source, event):
received_events.append(event)
@crewai_event_bus.on(MethodExecutionStartedEvent)
def handle_method_start(source, event):
received_events.append(event)
@crewai_event_bus.on(MethodExecutionFinishedEvent)
def handle_method_end(source, event):
received_events.append(event)
@crewai_event_bus.on(FlowFinishedEvent)
def handle_flow_end(source, event):
received_events.append(event)
flow.kickoff(inputs={"name": "Anakin"})
assert isinstance(received_events[0], FlowStartedEvent)
assert received_events[0].flow_name == "OnboardingFlow"
assert received_events[0].inputs == {"name": "Anakin"}
assert isinstance(received_events[0].timestamp, datetime)
assert isinstance(received_events[1], MethodExecutionStartedEvent)
assert received_events[1].method_name == "user_signs_up"
assert isinstance(received_events[2], MethodExecutionFinishedEvent)
assert received_events[2].method_name == "user_signs_up"
assert isinstance(received_events[3], MethodExecutionStartedEvent)
assert received_events[3].method_name == "send_welcome_message"
assert received_events[3].params == {}
assert received_events[3].state.sent is False
assert isinstance(received_events[4], MethodExecutionFinishedEvent)
assert received_events[4].method_name == "send_welcome_message"
assert received_events[4].state.sent is True
assert received_events[4].result == "Welcome, Anakin!"
assert isinstance(received_events[5], FlowFinishedEvent)
assert received_events[5].flow_name == "OnboardingFlow"
assert received_events[5].result == "Welcome, Anakin!"
assert isinstance(received_events[5].timestamp, datetime)
def test_stateless_flow_event_emission():
"""Test that the correct events are emitted stateless during flow execution
with all fields validated."""
class StatelessFlow(Flow):
@start()
def init(self):
pass
@listen(init)
def process(self):
return "Deeds will not be less valiant because they are unpraised."
event_log = []
def handle_event(_, event):
event_log.append(event)
flow = StatelessFlow()
received_events = []
@crewai_event_bus.on(FlowStartedEvent)
def handle_flow_start(source, event):
received_events.append(event)
@crewai_event_bus.on(MethodExecutionStartedEvent)
def handle_method_start(source, event):
received_events.append(event)
@crewai_event_bus.on(MethodExecutionFinishedEvent)
def handle_method_end(source, event):
received_events.append(event)
@crewai_event_bus.on(FlowFinishedEvent)
def handle_flow_end(source, event):
received_events.append(event)
flow.kickoff()
assert isinstance(received_events[0], FlowStartedEvent)
assert received_events[0].flow_name == "StatelessFlow"
assert received_events[0].inputs is None
assert isinstance(received_events[0].timestamp, datetime)
assert isinstance(received_events[1], MethodExecutionStartedEvent)
assert received_events[1].method_name == "init"
assert isinstance(received_events[2], MethodExecutionFinishedEvent)
assert received_events[2].method_name == "init"
assert isinstance(received_events[3], MethodExecutionStartedEvent)
assert received_events[3].method_name == "process"
assert isinstance(received_events[4], MethodExecutionFinishedEvent)
assert received_events[4].method_name == "process"
assert isinstance(received_events[5], FlowFinishedEvent)
assert received_events[5].flow_name == "StatelessFlow"
assert (
received_events[5].result
== "Deeds will not be less valiant because they are unpraised."
)
assert isinstance(received_events[5].timestamp, datetime)
def test_flow_plotting():
class StatelessFlow(Flow):
@start()
def init(self):
return "Initializing flow..."
@listen(init)
def process(self):
return "Deeds will not be less valiant because they are unpraised."
flow = StatelessFlow()
flow.kickoff()
received_events = []
@crewai_event_bus.on(FlowPlotEvent)
def handle_flow_plot(source, event):
received_events.append(event)
flow.plot("test_flow")
assert len(received_events) == 1
assert isinstance(received_events[0], FlowPlotEvent)
assert received_events[0].flow_name == "StatelessFlow"
assert isinstance(received_events[0].timestamp, datetime)
def test_multiple_routers_from_same_trigger():
"""Test that multiple routers triggered by the same method all activate their listeners."""
execution_order = []
class MultiRouterFlow(Flow):
def __init__(self):
super().__init__()
# Set diagnosed conditions to trigger all routers
self.state["diagnosed_conditions"] = "DHA" # Contains D, H, and A
@start()
def scan_medical(self):
execution_order.append("scan_medical")
return "scan_complete"
@router(scan_medical)
def diagnose_conditions(self):
execution_order.append("diagnose_conditions")
return "diagnosis_complete"
@router(diagnose_conditions)
def diabetes_router(self):
execution_order.append("diabetes_router")
if "D" in self.state["diagnosed_conditions"]:
return "diabetes"
return None
@listen("diabetes")
def diabetes_analysis(self):
execution_order.append("diabetes_analysis")
return "diabetes_analysis_complete"
@router(diagnose_conditions)
def hypertension_router(self):
execution_order.append("hypertension_router")
if "H" in self.state["diagnosed_conditions"]:
return "hypertension"
return None
@listen("hypertension")
def hypertension_analysis(self):
execution_order.append("hypertension_analysis")
return "hypertension_analysis_complete"
@router(diagnose_conditions)
def anemia_router(self):
execution_order.append("anemia_router")
if "A" in self.state["diagnosed_conditions"]:
return "anemia"
return None
@listen("anemia")
def anemia_analysis(self):
execution_order.append("anemia_analysis")
return "anemia_analysis_complete"
flow = MultiRouterFlow()
flow.kickoff()
# Verify all methods were called
assert "scan_medical" in execution_order
assert "diagnose_conditions" in execution_order
# Verify all routers were called
assert "diabetes_router" in execution_order
assert "hypertension_router" in execution_order
assert "anemia_router" in execution_order
# Verify all listeners were called - this is the key test for the fix
assert "diabetes_analysis" in execution_order
assert "hypertension_analysis" in execution_order
assert "anemia_analysis" in execution_order
# Verify execution order constraints
assert execution_order.index("diagnose_conditions") > execution_order.index(
"scan_medical"
)
# All routers should execute after diagnose_conditions
assert execution_order.index("diabetes_router") > execution_order.index(
"diagnose_conditions"
)
assert execution_order.index("hypertension_router") > execution_order.index(
"diagnose_conditions"
)
assert execution_order.index("anemia_router") > execution_order.index(
"diagnose_conditions"
)
# All analyses should execute after their respective routers
assert execution_order.index("diabetes_analysis") > execution_order.index(
"diabetes_router"
)
assert execution_order.index("hypertension_analysis") > execution_order.index(
"hypertension_router"
)
assert execution_order.index("anemia_analysis") > execution_order.index(
"anemia_router"
)
def test_flow_name():
class MyFlow(Flow):
name = "MyFlow"
@start()
def start(self):
return "Hello, world!"
flow = MyFlow()
assert flow.name == "MyFlow"
def test_nested_and_or_conditions():
"""Test nested conditions like or_(and_(A, B), and_(C, D)).
Reproduces bug from issue #3719 where nested conditions are flattened,
causing premature execution.
"""
execution_order = []
class NestedConditionFlow(Flow):
@start()
def method_1(self):
execution_order.append("method_1")
@listen(method_1)
def method_2(self):
execution_order.append("method_2")
@router(method_2)
def method_3(self):
execution_order.append("method_3")
# Choose b_condition path
return "b_condition"
@listen("b_condition")
def method_5(self):
execution_order.append("method_5")
@listen(method_5)
async def method_4(self):
execution_order.append("method_4")
@listen(or_("a_condition", "b_condition"))
async def method_6(self):
execution_order.append("method_6")
@listen(
or_(
and_("a_condition", method_6),
and_(method_6, method_4),
)
)
def method_7(self):
execution_order.append("method_7")
@listen(method_7)
async def method_8(self):
execution_order.append("method_8")
flow = NestedConditionFlow()
flow.kickoff()
# Verify execution happened
assert "method_1" in execution_order
assert "method_2" in execution_order
assert "method_3" in execution_order
assert "method_5" in execution_order
assert "method_4" in execution_order
assert "method_6" in execution_order
assert "method_7" in execution_order
assert "method_8" in execution_order
# Critical assertion: method_7 should only execute AFTER both method_6 AND method_4
# Since b_condition was returned, method_6 triggers on b_condition
# method_7 requires: (a_condition AND method_6) OR (method_6 AND method_4)
# The second condition (method_6 AND method_4) should be the one that triggers
assert execution_order.index("method_7") > execution_order.index("method_6")
assert execution_order.index("method_7") > execution_order.index("method_4")
# method_8 should execute after method_7
assert execution_order.index("method_8") > execution_order.index("method_7")