conditional task feat

This commit is contained in:
Lorenze Jay
2024-07-16 12:04:34 -07:00
parent c1be369566
commit c373d6136f
6 changed files with 664 additions and 2 deletions

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@@ -4,13 +4,14 @@ import hashlib
import json
from concurrent.futures import Future
from unittest import mock
from unittest.mock import patch
from unittest.mock import MagicMock, patch
import pydantic_core
import pytest
from crewai.agent import Agent
from crewai.agents.cache import CacheHandler
from crewai.conditional_task import ConditionalTask
from crewai.crew import Crew
from crewai.crews.crew_output import CrewOutput
from crewai.memory.contextual.contextual_memory import ContextualMemory
@@ -2260,3 +2261,93 @@ def test_key():
).hexdigest()
assert crew.key == hash
def test_conditional_task_requirement_breaks_when_singular_conditional_task():
task = ConditionalTask(
description="Come up with a list of 5 interesting ideas to explore for an article, then write one amazing paragraph highlight for each idea that showcases how good an article about this topic could be. Return the list of ideas with their paragraph and your notes.",
expected_output="5 bullet points with a paragraph for each idea.",
)
with pytest.raises(pydantic_core._pydantic_core.ValidationError):
Crew(
agents=[researcher, writer],
tasks=[task],
)
def test_conditional_task_requirement_breaks_when_task_async():
task = ConditionalTask(
description="Come up with a list of 5 interesting ideas to explore for an article, then write one amazing paragraph highlight for each idea that showcases how good an article about this topic could be. Return the list of ideas with their paragraph and your notes.",
expected_output="5 bullet points with a paragraph for each idea.",
execute_async=True,
)
with pytest.raises(pydantic_core._pydantic_core.ValidationError):
Crew(
agents=[researcher, writer],
tasks=[task],
)
@pytest.mark.vcr(filter_headers=["authorization"])
def test_conditional_should_skip():
task1 = Task(description="Return hello", expected_output="say hi", agent=researcher)
condition_mock = MagicMock(return_value=False)
task2 = ConditionalTask(
description="Come up with a list of 5 interesting ideas to explore for an article, then write one amazing paragraph highlight for each idea that showcases how good an article about this topic could be. Return the list of ideas with their paragraph and your notes.",
expected_output="5 bullet points with a paragraph for each idea.",
condition=condition_mock,
agent=writer,
)
crew_met = Crew(
agents=[researcher, writer],
tasks=[task1, task2],
)
with patch.object(Task, "execute_sync") as mock_execute_sync:
mock_execute_sync.return_value = TaskOutput(
description="Task 1 description",
raw="Task 1 output",
agent="Researcher",
)
result = crew_met.kickoff()
assert mock_execute_sync.call_count == 1
assert condition_mock.call_count == 1
assert condition_mock() is False
assert task2.output is None
assert result.raw.startswith("Task 1 output")
@pytest.mark.vcr(filter_headers=["authorization"])
def test_conditional_should_execute():
task1 = Task(description="Return hello", expected_output="say hi", agent=researcher)
condition_mock = MagicMock(
return_value=True
) # should execute this conditional task
task2 = ConditionalTask(
description="Come up with a list of 5 interesting ideas to explore for an article, then write one amazing paragraph highlight for each idea that showcases how good an article about this topic could be. Return the list of ideas with their paragraph and your notes.",
expected_output="5 bullet points with a paragraph for each idea.",
condition=condition_mock,
agent=writer,
)
crew_met = Crew(
agents=[researcher, writer],
tasks=[task1, task2],
)
with patch.object(Task, "execute_sync") as mock_execute_sync:
mock_execute_sync.return_value = TaskOutput(
description="Task 1 description",
raw="Task 1 output",
agent="Researcher",
)
crew_met.kickoff()
assert condition_mock.call_count == 1
assert condition_mock() is True
assert mock_execute_sync.call_count == 2