mirror of
https://github.com/crewAIInc/crewAI.git
synced 2026-07-01 21:28:10 +00:00
f9301fad02
Implemented event handlers for MemorySaveStartedEvent, MemorySaveCompletedEvent, and MemorySaveFailedEvent in the crew_run_tui module. This allows the application to log memory save operations, capturing their status and details in the activity log. Added corresponding tests to verify the correct logging behavior for successful and failed memory saves.
890 lines
25 KiB
Python
890 lines
25 KiB
Python
from datetime import datetime
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import time
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import pytest
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from crewai.events.event_bus import crewai_event_bus
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from crewai.events.types.memory_events import (
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MemorySaveCompletedEvent,
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MemorySaveFailedEvent,
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MemorySaveStartedEvent,
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)
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from crewai.events.types.observation_events import (
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GoalAchievedEarlyEvent,
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PlanRefinementEvent,
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PlanReplanTriggeredEvent,
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PlanStepCompletedEvent,
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PlanStepStartedEvent,
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StepObservationCompletedEvent,
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StepObservationFailedEvent,
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StepObservationStartedEvent,
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)
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from crewai.events.types.tool_usage_events import (
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ToolUsageErrorEvent,
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ToolUsageFinishedEvent,
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ToolUsageStartedEvent,
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)
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from crewai_cli.command import AuthenticationRequiredError
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from crewai_cli import run_crew
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from crewai_cli.crew_run_tui import CrewRunApp
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def _app_with_plan() -> CrewRunApp:
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app = CrewRunApp()
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app._plan = {
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"plan": "Demo plan",
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"steps": [
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{"step_number": 1, "description": "First"},
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{"step_number": 2, "description": "Second"},
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{"step_number": 3, "description": "Third"},
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],
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}
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app._plan_step_status = {1: "pending", 2: "pending", 3: "pending"}
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return app
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def _log_entry(name: str) -> dict:
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now = time.time()
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return {
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"tool_name": name,
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"status": "success",
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"args": None,
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"result": f"{name} result",
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"error": None,
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"start_time": now,
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"duration": 1.0,
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"task_idx": 1,
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}
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def _emit_event(event: object) -> None:
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future = crewai_event_bus.emit(None, event)
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if future:
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future.result(timeout=5)
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def test_chain_deploy_skips_validation_after_auth_retry(monkeypatch) -> None:
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create_calls: list[dict[str, object]] = []
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login_calls: list[bool] = []
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class FakeDeployCommand:
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attempts = 0
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def create_crew(self, **kwargs) -> None:
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create_calls.append(kwargs)
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FakeDeployCommand.attempts += 1
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if FakeDeployCommand.attempts == 1:
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raise AuthenticationRequiredError
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class FakeAuthenticationCommand:
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def login(self) -> None:
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login_calls.append(True)
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monkeypatch.setattr("crewai_cli.deploy.main.DeployCommand", FakeDeployCommand)
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monkeypatch.setattr(
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"crewai_cli.authentication.main.AuthenticationCommand",
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FakeAuthenticationCommand,
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)
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run_crew._chain_deploy()
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assert create_calls == [
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{"confirm": True, "skip_validate": True},
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{"confirm": True, "skip_validate": True},
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]
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assert login_calls == [True]
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def test_chain_deploy_does_not_login_for_deploy_exit(monkeypatch, capsys) -> None:
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create_calls: list[dict[str, object]] = []
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login_calls: list[bool] = []
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class FakeDeployCommand:
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def create_crew(self, **kwargs) -> None:
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create_calls.append(kwargs)
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raise SystemExit(42)
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class FakeAuthenticationCommand:
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def login(self) -> None:
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login_calls.append(True)
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monkeypatch.setattr("crewai_cli.deploy.main.DeployCommand", FakeDeployCommand)
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monkeypatch.setattr(
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"crewai_cli.authentication.main.AuthenticationCommand",
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FakeAuthenticationCommand,
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)
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run_crew._chain_deploy()
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assert create_calls == [{"confirm": True, "skip_validate": True}]
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assert login_calls == []
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assert "Deploy failed with exit code 42" in capsys.readouterr().out
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def test_plan_step_status_updates_only_the_explicit_step() -> None:
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app = _app_with_plan()
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app._set_plan_step_status(2, "done")
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assert app._plan_step_status == {
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1: "pending",
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2: "done",
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3: "pending",
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}
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def test_step_observation_events_update_the_explicit_step() -> None:
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app = _app_with_plan()
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app._subscribe()
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try:
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future = crewai_event_bus.emit(
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None,
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StepObservationStartedEvent(
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agent_role="Agent",
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step_number=2,
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step_description="Second",
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),
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)
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if future:
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future.result(timeout=5)
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assert app._plan_step_status == {
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1: "pending",
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2: "active",
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3: "pending",
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}
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future = crewai_event_bus.emit(
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None,
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StepObservationCompletedEvent(
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agent_role="Agent",
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step_number=2,
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step_description="Second",
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step_completed_successfully=True,
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),
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)
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if future:
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future.result(timeout=5)
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finally:
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app._unsubscribe()
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assert app._plan_step_status == {
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1: "pending",
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2: "done",
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3: "pending",
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}
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def test_plan_step_lifecycle_events_update_the_explicit_step() -> None:
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app = _app_with_plan()
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app._subscribe()
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try:
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_emit_event(
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PlanStepStartedEvent(
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agent_role="Agent",
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step_number=2,
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step_description="Second",
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)
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)
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assert app._plan_step_status == {
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1: "pending",
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2: "active",
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3: "pending",
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}
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_emit_event(
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PlanStepCompletedEvent(
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agent_role="Agent",
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step_number=2,
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step_description="Second",
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success=True,
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result="done",
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)
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)
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finally:
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app._unsubscribe()
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assert app._plan_step_status == {
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1: "pending",
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2: "done",
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3: "pending",
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}
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def test_failed_plan_step_lifecycle_event_marks_exact_step_failed() -> None:
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app = _app_with_plan()
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app._subscribe()
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try:
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_emit_event(
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PlanStepCompletedEvent(
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agent_role="Agent",
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step_number=2,
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step_description="Second",
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success=False,
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error="Step failed",
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)
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)
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finally:
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app._unsubscribe()
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assert app._plan_step_status == {
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1: "pending",
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2: "failed",
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3: "pending",
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}
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def test_tool_usage_events_do_not_advance_plan_steps() -> None:
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app = _app_with_plan()
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app._subscribe()
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try:
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future = crewai_event_bus.emit(
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None,
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ToolUsageStartedEvent(tool_name="search", tool_args={"query": "CrewAI"}),
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)
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if future:
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future.result(timeout=5)
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now = datetime.now()
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future = crewai_event_bus.emit(
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None,
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ToolUsageFinishedEvent(
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tool_name="search",
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tool_args={"query": "CrewAI"},
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started_at=now,
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finished_at=now,
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output="result",
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),
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)
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if future:
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future.result(timeout=5)
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finally:
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app._unsubscribe()
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assert app._plan_step_status == {
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1: "pending",
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2: "pending",
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3: "pending",
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}
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def test_next_tool_does_not_mark_unfinished_tool_successful() -> None:
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app = _app_with_plan()
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app._subscribe()
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try:
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_emit_event(
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ToolUsageStartedEvent(tool_name="search", tool_args={"query": "CrewAI"}),
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)
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_emit_event(
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ToolUsageStartedEvent(tool_name="scrape", tool_args={"url": "https://x"}),
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)
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finally:
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app._unsubscribe()
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assert app._log_entries[0]["status"] == "timeout"
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assert app._log_entries[0]["result"] is None
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assert app._log_entries[0]["error"] == (
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"No result received before the next tool started"
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)
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assert app._log_entries[1]["status"] == "running"
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assert app._plan_step_status == {
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1: "pending",
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2: "pending",
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3: "pending",
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}
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def test_internal_reasoning_function_call_is_hidden_from_activity_log() -> None:
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app = _app_with_plan()
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app._subscribe()
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try:
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future = crewai_event_bus.emit(
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None,
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ToolUsageStartedEvent(
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tool_name="create_reasoning_plan",
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tool_args={"plan": "Plan", "steps": [], "ready": True},
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),
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)
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if future:
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future.result(timeout=5)
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now = datetime.now()
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future = crewai_event_bus.emit(
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None,
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ToolUsageFinishedEvent(
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tool_name="create_reasoning_plan",
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tool_args={"plan": "Plan", "steps": [], "ready": True},
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started_at=now,
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finished_at=now,
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output='{"plan":"Plan","steps":[],"ready":true}',
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),
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)
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if future:
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future.result(timeout=5)
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future = crewai_event_bus.emit(
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None,
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ToolUsageErrorEvent(
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tool_name="create_reasoning_plan",
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tool_args={"plan": "Plan", "steps": [], "ready": True},
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error="internal planning fallback",
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),
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)
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if future:
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future.result(timeout=5)
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finally:
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app._unsubscribe()
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assert app._log_entries == []
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assert app._current_task_steps == []
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def test_memory_save_events_are_shown_in_activity_log() -> None:
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app = _app_with_plan()
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app._current_task_idx = 1
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app._subscribe()
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try:
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_emit_event(
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MemorySaveStartedEvent(
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value="2 memories (background)",
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metadata={},
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source_type="unified_memory",
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)
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)
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_emit_event(
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MemorySaveCompletedEvent(
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value="2 memories saved",
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metadata={},
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save_time_ms=123,
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source_type="unified_memory",
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)
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)
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finally:
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app._unsubscribe()
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assert len(app._log_entries) == 1
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assert app._log_entries[0]["tool_name"] == "memory_save"
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assert app._log_entries[0]["status"] == "success"
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assert app._log_entries[0]["args"] == "2 memories (background)"
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assert app._log_entries[0]["result"] == "2 memories saved"
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assert app._log_entries[0]["error"] is None
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assert app._log_entries[0]["duration"] == 0.123
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assert app._log_entries[0]["task_idx"] == 1
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def test_memory_save_failure_is_shown_in_activity_log() -> None:
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app = _app_with_plan()
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app._subscribe()
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try:
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_emit_event(
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MemorySaveStartedEvent(
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value="background save",
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metadata={},
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source_type="unified_memory",
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)
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)
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_emit_event(
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MemorySaveFailedEvent(
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value="background save",
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metadata={},
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error="embedding connection failed",
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source_type="unified_memory",
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)
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)
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finally:
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app._unsubscribe()
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assert app._log_entries[0]["tool_name"] == "memory_save"
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assert app._log_entries[0]["status"] == "error"
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assert app._log_entries[0]["error"] == "embedding connection failed"
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assert app._log_expanded == {0}
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def test_tool_failure_does_not_override_successful_plan_step_completion() -> None:
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app = _app_with_plan()
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app._subscribe()
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try:
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_emit_event(
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PlanStepStartedEvent(
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agent_role="Agent",
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step_number=1,
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step_description="First",
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)
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)
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_emit_event(
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ToolUsageStartedEvent(
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tool_name="search_the_internet_with_serper",
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tool_args={"search_query": "CrewAI release"},
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plan_step_number=1,
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plan_step_description="First",
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)
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)
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_emit_event(
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ToolUsageErrorEvent(
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tool_name="search_the_internet_with_serper",
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tool_args={"search_query": "CrewAI release"},
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plan_step_number=1,
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plan_step_description="First",
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error="No results",
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)
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)
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_emit_event(
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PlanStepCompletedEvent(
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agent_role="Agent",
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step_number=1,
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step_description="First",
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success=True,
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result="Recovered with another source",
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)
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)
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finally:
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app._unsubscribe()
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assert app._plan_step_status == {
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1: "done",
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2: "pending",
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3: "pending",
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}
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|
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def test_tool_event_step_metadata_is_stored_in_activity_log() -> None:
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app = _app_with_plan()
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app._subscribe()
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try:
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_emit_event(
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ToolUsageStartedEvent(
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tool_name="search_the_internet_with_serper",
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tool_args={"search_query": "CrewAI release"},
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plan_step_number=2,
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plan_step_description="Second",
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)
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)
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now = datetime.now()
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_emit_event(
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ToolUsageFinishedEvent(
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tool_name="search_the_internet_with_serper",
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tool_args={"search_query": "CrewAI release"},
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plan_step_number=2,
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plan_step_description="Second",
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started_at=now,
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finished_at=now,
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output="Found official source",
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)
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)
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finally:
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app._unsubscribe()
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assert app._log_entries[0]["plan_step_number"] == 2
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assert app._plan_step_status == {
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1: "pending",
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2: "pending",
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3: "pending",
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}
|
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|
|
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def test_starting_next_tool_does_not_infer_plan_step_progress() -> None:
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app = _app_with_plan()
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app._subscribe()
|
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try:
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_emit_event(
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ToolUsageStartedEvent(
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tool_name="search_the_internet_with_serper",
|
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tool_args={"search_query": "CrewAI release"},
|
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)
|
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)
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_emit_event(
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ToolUsageErrorEvent(
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tool_name="search_the_internet_with_serper",
|
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tool_args={"search_query": "CrewAI release"},
|
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error="No results",
|
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)
|
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)
|
|
_emit_event(
|
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ToolUsageStartedEvent(
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tool_name="read_website_content",
|
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tool_args={"url": "https://example.com"},
|
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)
|
|
)
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finally:
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app._unsubscribe()
|
|
|
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assert app._log_entries[0]["status"] == "error"
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assert app._log_entries[1]["status"] == "running"
|
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assert app._plan_step_status == {
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1: "pending",
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2: "pending",
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3: "pending",
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}
|
|
|
|
|
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@pytest.mark.asyncio
|
|
async def test_crew_done_does_not_mark_unfinished_tool_successful() -> None:
|
|
app = _app_with_plan()
|
|
|
|
async with app.run_test(size=(100, 40)) as pilot:
|
|
app._plan_step_status = {1: "failed", 2: "done", 3: "pending"}
|
|
app._log_entries = [
|
|
{
|
|
"tool_name": "search",
|
|
"status": "running",
|
|
"args": '{"query": "CrewAI"}',
|
|
"result": None,
|
|
"error": None,
|
|
"start_time": time.time() - 2,
|
|
"duration": None,
|
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"task_idx": 1,
|
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}
|
|
]
|
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|
|
app._on_crew_done("final output")
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await pilot.pause()
|
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|
|
assert app._log_entries[0]["status"] == "timeout"
|
|
assert app._log_entries[0]["result"] is None
|
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assert app._log_entries[0]["error"] == "No result received before crew completed"
|
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assert app._plan_step_status == {1: "failed", 2: "done", 3: "done"}
|
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|
|
|
|
def test_streamed_step_observation_updates_named_step_only() -> None:
|
|
app = _app_with_plan()
|
|
|
|
updated = app._try_parse_step_observation(
|
|
'{"step_completed_successfully":true,'
|
|
'"key_information_learned":"Step 2 succeeded with the official source."}'
|
|
)
|
|
|
|
assert updated is True
|
|
assert app._plan_step_status == {
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1: "pending",
|
|
2: "done",
|
|
3: "pending",
|
|
}
|
|
|
|
|
|
def test_failed_streamed_step_observation_marks_named_step_failed() -> None:
|
|
app = _app_with_plan()
|
|
|
|
updated = app._try_parse_step_observation(
|
|
'{"step_completed_successfully":false,'
|
|
'"key_information_learned":"Step 2 failed because the tool failed."}'
|
|
)
|
|
|
|
assert updated is True
|
|
assert app._plan_step_status == {
|
|
1: "pending",
|
|
2: "failed",
|
|
3: "pending",
|
|
}
|
|
|
|
|
|
def test_streamed_goal_achieved_observation_collapses_remaining_steps_done() -> None:
|
|
app = _app_with_plan()
|
|
|
|
updated = app._try_parse_step_observation(
|
|
'{"step_number":2,'
|
|
'"step_completed_successfully":true,'
|
|
'"key_information_learned":"Goal is already satisfied.",'
|
|
'"goal_already_achieved":true}'
|
|
)
|
|
|
|
assert updated is True
|
|
assert app._plan_step_status == {
|
|
1: "done",
|
|
2: "done",
|
|
3: "done",
|
|
}
|
|
|
|
|
|
def test_task_completion_collapses_pending_plan_steps_but_preserves_failed() -> None:
|
|
app = _app_with_plan()
|
|
app._plan_step_status = {1: "failed", 2: "done", 3: "pending"}
|
|
|
|
app._collapse_plan_on_task_done()
|
|
|
|
assert app._plan_step_status == {1: "failed", 2: "done", 3: "done"}
|
|
|
|
|
|
def test_observation_failure_collapses_to_done_because_executor_continues() -> None:
|
|
app = _app_with_plan()
|
|
app._plan_step_status = {1: "done", 2: "active", 3: "pending"}
|
|
app._subscribe()
|
|
try:
|
|
future = crewai_event_bus.emit(
|
|
None,
|
|
StepObservationFailedEvent(
|
|
agent_role="Agent",
|
|
step_number=2,
|
|
step_description="Second",
|
|
error="observer timeout",
|
|
),
|
|
)
|
|
if future:
|
|
future.result(timeout=5)
|
|
finally:
|
|
app._unsubscribe()
|
|
|
|
assert app._plan_step_status == {
|
|
1: "done",
|
|
2: "done",
|
|
3: "pending",
|
|
}
|
|
|
|
|
|
def test_goal_achieved_event_collapses_remaining_steps_done() -> None:
|
|
app = _app_with_plan()
|
|
app._plan_step_status = {1: "done", 2: "active", 3: "pending"}
|
|
app._subscribe()
|
|
try:
|
|
future = crewai_event_bus.emit(
|
|
None,
|
|
GoalAchievedEarlyEvent(
|
|
agent_role="Agent",
|
|
step_number=2,
|
|
steps_completed=2,
|
|
steps_remaining=1,
|
|
),
|
|
)
|
|
if future:
|
|
future.result(timeout=5)
|
|
finally:
|
|
app._unsubscribe()
|
|
|
|
assert app._plan_step_status == {
|
|
1: "done",
|
|
2: "done",
|
|
3: "done",
|
|
}
|
|
|
|
|
|
def test_replan_event_keeps_old_plan_until_next_streamed_plan_replaces_it() -> None:
|
|
app = _app_with_plan()
|
|
app._subscribe()
|
|
try:
|
|
future = crewai_event_bus.emit(
|
|
None,
|
|
PlanReplanTriggeredEvent(
|
|
agent_role="Agent",
|
|
step_number=2,
|
|
replan_reason="Need updated sources",
|
|
replan_count=1,
|
|
completed_steps_preserved=1,
|
|
),
|
|
)
|
|
if future:
|
|
future.result(timeout=5)
|
|
finally:
|
|
app._unsubscribe()
|
|
|
|
assert app._plan is not None
|
|
assert app._plan_step_status == {1: "pending", 2: "pending", 3: "pending"}
|
|
assert app._awaiting_replan is True
|
|
|
|
app._try_parse_plan(
|
|
'{"plan":"Updated plan","steps":['
|
|
'{"step_number":1,"description":"Updated first"},'
|
|
'{"step_number":2,"description":"Updated second"}]}'
|
|
)
|
|
|
|
assert app._plan == {
|
|
"plan": "Updated plan",
|
|
"steps": [
|
|
{"step_number": 1, "description": "Updated first"},
|
|
{"step_number": 2, "description": "Updated second"},
|
|
],
|
|
}
|
|
assert app._plan_step_status == {1: "pending", 2: "pending"}
|
|
assert app._awaiting_replan is False
|
|
|
|
|
|
def test_plan_refinement_updates_descriptions_without_new_statuses() -> None:
|
|
app = _app_with_plan()
|
|
app._plan_step_status = {1: "done", 2: "active", 3: "pending"}
|
|
app._subscribe()
|
|
try:
|
|
future = crewai_event_bus.emit(
|
|
None,
|
|
PlanRefinementEvent(
|
|
agent_role="Agent",
|
|
step_number=2,
|
|
refined_step_count=1,
|
|
refinements=["Step 3: Write the final answer from verified facts"],
|
|
),
|
|
)
|
|
if future:
|
|
future.result(timeout=5)
|
|
finally:
|
|
app._unsubscribe()
|
|
|
|
assert app._plan_step_status == {
|
|
1: "done",
|
|
2: "done",
|
|
3: "pending",
|
|
}
|
|
assert app._plan["steps"][2]["description"] == (
|
|
"Write the final answer from verified facts"
|
|
)
|
|
|
|
|
|
def test_step_observation_json_is_hidden_from_streaming_text() -> None:
|
|
app = _app_with_plan()
|
|
|
|
assert (
|
|
app._strip_step_observation_json(
|
|
'Visible before {"step_completed_successfully":true,'
|
|
'"key_information_learned":"Step 2 succeeded."} visible after'
|
|
)
|
|
== "Visible before visible after"
|
|
)
|
|
|
|
|
|
@pytest.mark.asyncio
|
|
async def test_completed_run_keeps_activity_log_keyboard_navigation_active() -> None:
|
|
app = CrewRunApp()
|
|
|
|
async with app.run_test(size=(100, 40)) as pilot:
|
|
app._log_entries = [_log_entry("search"), _log_entry("scrape")]
|
|
|
|
app._on_crew_done("final output")
|
|
await pilot.pause()
|
|
|
|
assert app.focused is app.query_one("#log-panel")
|
|
|
|
await pilot.press("down", "enter")
|
|
await pilot.pause()
|
|
|
|
assert app._log_cursor == 1
|
|
assert app._log_expanded == {1}
|
|
|
|
await pilot.press("up")
|
|
await pilot.pause()
|
|
|
|
assert app._log_cursor == 0
|
|
|
|
|
|
class _FakeTask:
|
|
fingerprint = None
|
|
|
|
def __init__(self, task_id: str, name: str) -> None:
|
|
self.id = task_id
|
|
self.name = name
|
|
self.description = name
|
|
|
|
|
|
def test_async_task_completion_marks_the_right_sidebar_row() -> None:
|
|
"""Overlapping tasks: completing task 1 while task 2 runs must not
|
|
mark task 2 done, and starting task 2 must not mark task 1 done."""
|
|
from crewai.events.types.task_events import TaskCompletedEvent, TaskStartedEvent
|
|
from crewai.tasks.task_output import TaskOutput
|
|
|
|
app = CrewRunApp(total_tasks=2, task_names=["first", "second"])
|
|
app._subscribe()
|
|
try:
|
|
task1 = _FakeTask("id-1", "first")
|
|
task2 = _FakeTask("id-2", "second")
|
|
|
|
for task in (task1, task2):
|
|
future = crewai_event_bus.emit(
|
|
None, TaskStartedEvent(context=None, task=task)
|
|
)
|
|
if future:
|
|
future.result(timeout=5)
|
|
|
|
# Both started: neither prematurely done
|
|
assert app._task_statuses == {1: "active", 2: "active"}
|
|
|
|
future = crewai_event_bus.emit(
|
|
None,
|
|
TaskCompletedEvent(
|
|
output=TaskOutput(description="first", raw="done", agent="a"),
|
|
task=task1,
|
|
),
|
|
)
|
|
if future:
|
|
future.result(timeout=5)
|
|
|
|
assert app._task_statuses == {1: "done", 2: "active"}
|
|
finally:
|
|
app._unsubscribe()
|
|
|
|
|
|
def test_pop_task_state_falls_back_to_current_task() -> None:
|
|
app = CrewRunApp(total_tasks=2, task_names=["first", "second"])
|
|
app._current_task_idx = 2
|
|
app._current_task_desc = "second"
|
|
|
|
class _Evt:
|
|
task = None
|
|
task_name = "unknown"
|
|
|
|
state = app._pop_task_state(_Evt())
|
|
assert state["idx"] == 2
|
|
assert state["desc"] == "second"
|
|
|
|
|
|
def test_overlapping_task_logs_keep_their_own_state() -> None:
|
|
"""Task 1 completing after task 2 started must log its own description,
|
|
agent, and output — and must not steal or reset task 2's stream state."""
|
|
from crewai.events.types.task_events import TaskCompletedEvent, TaskStartedEvent
|
|
from crewai.tasks.task_output import TaskOutput
|
|
|
|
app = CrewRunApp(total_tasks=2, task_names=["first", "second"])
|
|
app._subscribe()
|
|
try:
|
|
task1 = _FakeTask("id-1", "first")
|
|
task2 = _FakeTask("id-2", "second")
|
|
|
|
for task in (task1, task2):
|
|
future = crewai_event_bus.emit(
|
|
None, TaskStartedEvent(context=None, task=task)
|
|
)
|
|
if future:
|
|
future.result(timeout=5)
|
|
|
|
# Task 2 is current and has streamed state in flight
|
|
app._task_full_output = "task two streaming output"
|
|
app._current_task_steps = [{"type": "llm", "summary": "thinking"}]
|
|
|
|
future = crewai_event_bus.emit(
|
|
None,
|
|
TaskCompletedEvent(
|
|
output=TaskOutput(
|
|
description="first", raw="task one result", agent="a1"
|
|
),
|
|
task=task1,
|
|
),
|
|
)
|
|
if future:
|
|
future.result(timeout=5)
|
|
|
|
# Task 1's entry carries its own identity and output
|
|
entry1 = app._task_logs[-1]
|
|
assert entry1["idx"] == 1
|
|
assert entry1["desc"] == "first"
|
|
assert entry1["output"] == "task one result"
|
|
assert entry1["steps"] == []
|
|
|
|
# Task 2's in-flight stream state was not consumed or reset
|
|
assert app._task_full_output == "task two streaming output"
|
|
assert app._current_task_steps == [{"type": "llm", "summary": "thinking"}]
|
|
|
|
future = crewai_event_bus.emit(
|
|
None,
|
|
TaskCompletedEvent(
|
|
output=TaskOutput(
|
|
description="second", raw="task two result", agent="a2"
|
|
),
|
|
task=task2,
|
|
),
|
|
)
|
|
if future:
|
|
future.result(timeout=5)
|
|
|
|
entry2 = app._task_logs[-1]
|
|
assert entry2["idx"] == 2
|
|
assert entry2["desc"] == "second"
|
|
assert entry2["output"] == "task two streaming output"
|
|
assert any(step.get("summary") == "thinking" for step in entry2["steps"])
|
|
finally:
|
|
app._unsubscribe()
|