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Refactor agent tests to update model versions and improve response formatting in YAML cassettes. Changed model references from 'o1-preview' to 'o3-mini' and adjusted interaction formats for consistency. Enhanced error handling in context length tests and refined mock setups for better clarity.

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Lorenze Jay
2025-03-31 16:17:25 -07:00
parent 8f5d6f720d
commit 570c7845fa
4 changed files with 1098 additions and 1218 deletions
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86
tests/agent_test.py
View File

@@ -9,7 +9,7 @@ import pytest
from crewai import Agent, Crew, Task
from crewai.agents.cache import CacheHandler
from crewai.agents.crew_agent_executor import AgentFinish, CrewAgentExecutor
from crewai.agents.parser import AgentAction, CrewAgentParser, OutputParserException
from crewai.agents.parser import CrewAgentParser, OutputParserException
from crewai.knowledge.source.base_knowledge_source import BaseKnowledgeSource
from crewai.knowledge.source.string_knowledge_source import StringKnowledgeSource
from crewai.llm import LLM
@@ -18,7 +18,6 @@ from crewai.tools.tool_calling import InstructorToolCalling
from crewai.tools.tool_usage import ToolUsage
from crewai.utilities import RPMController
from crewai.utilities.events import crewai_event_bus
from crewai.utilities.events.llm_events import LLMStreamChunkEvent
from crewai.utilities.events.tool_usage_events import ToolUsageFinishedEvent
@@ -375,7 +374,7 @@ def test_agent_powered_by_new_o_model_family_that_allows_skipping_tool():
role="test role",
goal="test goal",
backstory="test backstory",
llm="o1-preview",
llm=LLM(model="o3-mini"),
max_iter=3,
use_system_prompt=False,
allow_delegation=False,
@@ -401,7 +400,7 @@ def test_agent_powered_by_new_o_model_family_that_uses_tool():
role="test role",
goal="test goal",
backstory="test backstory",
llm="o1-preview",
llm="o3-mini",
max_iter=3,
use_system_prompt=False,
allow_delegation=False,
@@ -1305,46 +1304,55 @@ def test_llm_call_with_error():
@pytest.mark.vcr(filter_headers=["authorization"])
def test_handle_context_length_exceeds_limit():
# Import necessary modules
from crewai.utilities.agent_utils import handle_context_length
from crewai.utilities.i18n import I18N
from crewai.utilities.printer import Printer
# Create mocks for dependencies
printer = Printer()
i18n = I18N()
# Create an agent just for its LLM
agent = Agent(
role="test role",
goal="test goal",
backstory="test backstory",
)
original_action = AgentAction(
tool="test_tool",
tool_input="test_input",
text="test_log",
thought="test_thought",
respect_context_window=True,
)
with patch.object(
CrewAgentExecutor, "invoke", wraps=agent.agent_executor.invoke
) as private_mock:
task = Task(
description="The final answer is 42. But don't give it yet, instead keep using the `get_final_answer` tool.",
expected_output="The final answer",
)
agent.execute_task(
task=task,
)
private_mock.assert_called_once()
with patch.object(
CrewAgentExecutor, "_handle_context_length"
) as mock_handle_context:
mock_handle_context.side_effect = ValueError(
"Context length limit exceeded"
llm = agent.llm
# Create test messages
messages = [
{
"role": "user",
"content": "This is a test message that would exceed context length",
}
]
# Set up test parameters
respect_context_window = True
callbacks = []
# Apply our patch to summarize_messages to force an error
with patch("crewai.utilities.agent_utils.summarize_messages") as mock_summarize:
mock_summarize.side_effect = ValueError("Context length limit exceeded")
# Directly call handle_context_length with our parameters
with pytest.raises(ValueError) as excinfo:
handle_context_length(
respect_context_window=respect_context_window,
printer=printer,
messages=messages,
llm=llm,
callbacks=callbacks,
i18n=i18n,
)
long_input = "This is a very long input. " * 10000
# Attempt to handle context length, expecting the mocked error
with pytest.raises(ValueError) as excinfo:
agent.agent_executor._handle_context_length(
[(original_action, long_input)]
)
assert "Context length limit exceeded" in str(excinfo.value)
mock_handle_context.assert_called_once()
# Verify our patch was called and raised the correct error
assert "Context length limit exceeded" in str(excinfo.value)
mock_summarize.assert_called_once()
@pytest.mark.vcr(filter_headers=["authorization"])
@@ -1353,7 +1361,7 @@ def test_handle_context_length_exceeds_limit_cli_no():
role="test role",
goal="test goal",
backstory="test backstory",
sliding_context_window=False,
respect_context_window=False,
)
task = Task(description="test task", agent=agent, expected_output="test output")
@@ -1369,8 +1377,8 @@ def test_handle_context_length_exceeds_limit_cli_no():
)
private_mock.assert_called_once()
pytest.raises(SystemExit)
with patch.object(
CrewAgentExecutor, "_handle_context_length"
with patch(
"crewai.utilities.agent_utils.handle_context_length"
) as mock_handle_context:
mock_handle_context.assert_not_called()

445
tests/cassettes/test_agent_powered_by_new_o_model_family_that_allows_skipping_tool.yaml
View File

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