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https://github.com/crewAIInc/crewAI.git
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Adding ability to track tools_errors and delegations
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@@ -6,7 +6,7 @@ import pytest
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from pydantic import BaseModel
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from pydantic_core import ValidationError
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from crewai import Agent, Crew, Task
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from crewai import Agent, Crew, Process, Task
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def test_task_tool_reflect_agent_tools():
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@@ -347,3 +347,103 @@ def test_save_task_pydantic_output():
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save_file.return_value = None
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crew.kickoff()
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save_file.assert_called_once_with('{"score":4}')
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@pytest.mark.vcr(filter_headers=["authorization"])
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def test_increment_delegations_for_hierarchical_process():
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from langchain_openai import ChatOpenAI
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scorer = Agent(
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role="Scorer",
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goal="Score the title",
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backstory="You're an expert scorer, specialized in scoring titles.",
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allow_delegation=False,
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)
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task = Task(
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description="Give me an integer score between 1-5 for the following title: 'The impact of AI in the future of work'",
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expected_output="The score of the title.",
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)
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crew = Crew(
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agents=[scorer],
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tasks=[task],
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process=Process.hierarchical,
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manager_llm=ChatOpenAI(model="gpt-4-0125-preview"),
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)
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with patch.object(Task, "increment_delegations") as increment_delegations:
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increment_delegations.return_value = None
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crew.kickoff()
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increment_delegations.assert_called_once
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@pytest.mark.vcr(filter_headers=["authorization"])
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def test_increment_delegations_for_sequential_process():
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pass
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manager = Agent(
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role="Manager",
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goal="Coordinate scoring processes",
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backstory="You're great at delegating work about scoring.",
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allow_delegation=False,
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)
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scorer = Agent(
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role="Scorer",
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goal="Score the title",
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backstory="You're an expert scorer, specialized in scoring titles.",
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allow_delegation=False,
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)
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task = Task(
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description="Give me an integer score between 1-5 for the following title: 'The impact of AI in the future of work'",
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expected_output="The score of the title.",
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agent=manager,
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)
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crew = Crew(
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agents=[manager, scorer],
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tasks=[task],
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process=Process.sequential,
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)
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with patch.object(Task, "increment_delegations") as increment_delegations:
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increment_delegations.return_value = None
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crew.kickoff()
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increment_delegations.assert_called_once
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@pytest.mark.vcr(filter_headers=["authorization"])
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def test_increment_tool_errors():
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from crewai_tools import tool
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from langchain_openai import ChatOpenAI
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@tool
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def scoring_examples() -> None:
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"Useful examples for scoring titles."
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raise Exception("Error")
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scorer = Agent(
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role="Scorer",
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goal="Score the title",
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backstory="You're an expert scorer, specialized in scoring titles.",
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tools=[scoring_examples],
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)
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task = Task(
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description="Give me an integer score between 1-5 for the following title: 'The impact of AI in the future of work', check examples to based your evaluation.",
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expected_output="The score of the title.",
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)
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crew = Crew(
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agents=[scorer],
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tasks=[task],
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process=Process.hierarchical,
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manager_llm=ChatOpenAI(model="gpt-4-0125-preview"),
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)
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with patch.object(Task, "increment_tools_errors") as increment_tools_errors:
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increment_tools_errors.return_value = None
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crew.kickoff()
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increment_tools_errors.assert_called_once
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