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https://github.com/crewAIInc/crewAI.git
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cleaner code
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@@ -1929,3 +1929,106 @@ def test_replay_without_output_tasks_json():
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with pytest.raises(ValueError):
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crew.replay_from_task(str(task.id))
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@pytest.mark.vcr(filter_headers=["authorization"])
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def test_replay_task_with_context():
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agent1 = Agent(
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role="Researcher",
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goal="Research AI advancements.",
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backstory="You are an expert in AI research.",
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)
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agent2 = Agent(
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role="Writer",
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goal="Write detailed articles on AI.",
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backstory="You have a background in journalism and AI.",
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)
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task1 = Task(
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description="Research the latest advancements in AI.",
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expected_output="A detailed report on AI advancements.",
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agent=agent1,
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)
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task2 = Task(
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description="Summarize the AI advancements report.",
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expected_output="A summary of the AI advancements report.",
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agent=agent2,
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)
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task3 = Task(
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description="Write an article based on the AI advancements summary.",
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expected_output="An article on AI advancements.",
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agent=agent2,
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)
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task4 = Task(
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description="Create a presentation based on the AI advancements article.",
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expected_output="A presentation on AI advancements.",
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agent=agent2,
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context=[task1],
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)
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crew = Crew(
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agents=[agent1, agent2],
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tasks=[task1, task2, task3, task4],
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process=Process.sequential,
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)
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mock_task_output1 = TaskOutput(
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description="Research the latest advancements in AI.",
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raw="Detailed report on AI advancements...",
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agent="Researcher",
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json_dict=None,
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output_format=OutputFormat.RAW,
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pydantic=None,
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summary="Detailed report on AI advancements...",
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)
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mock_task_output2 = TaskOutput(
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description="Summarize the AI advancements report.",
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raw="Summary of the AI advancements report...",
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agent="Writer",
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json_dict=None,
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output_format=OutputFormat.RAW,
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pydantic=None,
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summary="Summary of the AI advancements report...",
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)
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mock_task_output3 = TaskOutput(
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description="Write an article based on the AI advancements summary.",
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raw="Article on AI advancements...",
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agent="Writer",
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json_dict=None,
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output_format=OutputFormat.RAW,
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pydantic=None,
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summary="Article on AI advancements...",
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)
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mock_task_output4 = TaskOutput(
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description="Create a presentation based on the AI advancements article.",
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raw="Presentation on AI advancements...",
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agent="Writer",
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json_dict=None,
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output_format=OutputFormat.RAW,
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pydantic=None,
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summary="Presentation on AI advancements...",
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)
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with patch.object(Task, "execute_sync") as mock_execute_task:
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mock_execute_task.side_effect = [
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mock_task_output1,
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mock_task_output2,
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mock_task_output3,
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mock_task_output4,
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]
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crew.kickoff()
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# Check if the crew_tasks_output.json file is created
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assert os.path.exists(CREW_TASKS_OUTPUT_FILE)
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# Replay task4 and ensure it uses task1's context properly
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with patch.object(Task, "execute_sync") as mock_replay_task:
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mock_replay_task.return_value = mock_task_output4
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replayed_output = crew.replay_from_task(str(task4.id))
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assert replayed_output.raw == "Presentation on AI advancements..."
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# Clean up the file after test
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if os.path.exists(CREW_TASKS_OUTPUT_FILE):
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os.remove(CREW_TASKS_OUTPUT_FILE)
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