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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 import Agent, Crew, Task
from crewai.agents.cache import CacheHandler from crewai.agents.cache import CacheHandler
from crewai.agents.crew_agent_executor import AgentFinish, CrewAgentExecutor 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.base_knowledge_source import BaseKnowledgeSource
from crewai.knowledge.source.string_knowledge_source import StringKnowledgeSource from crewai.knowledge.source.string_knowledge_source import StringKnowledgeSource
from crewai.llm import LLM 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.tools.tool_usage import ToolUsage
from crewai.utilities import RPMController from crewai.utilities import RPMController
from crewai.utilities.events import crewai_event_bus 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 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", role="test role",
goal="test goal", goal="test goal",
backstory="test backstory", backstory="test backstory",
llm="o1-preview", llm=LLM(model="o3-mini"),
max_iter=3, max_iter=3,
use_system_prompt=False, use_system_prompt=False,
allow_delegation=False, allow_delegation=False,
@@ -401,7 +400,7 @@ def test_agent_powered_by_new_o_model_family_that_uses_tool():
role="test role", role="test role",
goal="test goal", goal="test goal",
backstory="test backstory", backstory="test backstory",
llm="o1-preview", llm="o3-mini",
max_iter=3, max_iter=3,
use_system_prompt=False, use_system_prompt=False,
allow_delegation=False, allow_delegation=False,
@@ -1305,46 +1304,55 @@ def test_llm_call_with_error():
@pytest.mark.vcr(filter_headers=["authorization"]) @pytest.mark.vcr(filter_headers=["authorization"])
def test_handle_context_length_exceeds_limit(): 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( agent = Agent(
role="test role", role="test role",
goal="test goal", goal="test goal",
backstory="test backstory", backstory="test backstory",
) respect_context_window=True,
original_action = AgentAction(
tool="test_tool",
tool_input="test_input",
text="test_log",
thought="test_thought",
) )
with patch.object( llm = agent.llm
CrewAgentExecutor, "invoke", wraps=agent.agent_executor.invoke
) as private_mock: # Create test messages
task = Task( messages = [
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", "role": "user",
) "content": "This is a test message that would exceed context length",
agent.execute_task( }
task=task, ]
)
private_mock.assert_called_once() # Set up test parameters
with patch.object( respect_context_window = True
CrewAgentExecutor, "_handle_context_length" callbacks = []
) as mock_handle_context:
mock_handle_context.side_effect = ValueError( # Apply our patch to summarize_messages to force an error
"Context length limit exceeded" 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 # Verify our patch was called and raised the correct error
assert "Context length limit exceeded" in str(excinfo.value)
# Attempt to handle context length, expecting the mocked error mock_summarize.assert_called_once()
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()
@pytest.mark.vcr(filter_headers=["authorization"]) @pytest.mark.vcr(filter_headers=["authorization"])
@@ -1353,7 +1361,7 @@ def test_handle_context_length_exceeds_limit_cli_no():
role="test role", role="test role",
goal="test goal", goal="test goal",
backstory="test backstory", backstory="test backstory",
sliding_context_window=False, respect_context_window=False,
) )
task = Task(description="test task", agent=agent, expected_output="test output") 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() private_mock.assert_called_once()
pytest.raises(SystemExit) pytest.raises(SystemExit)
with patch.object( with patch(
CrewAgentExecutor, "_handle_context_length" "crewai.utilities.agent_utils.handle_context_length"
) as mock_handle_context: ) as mock_handle_context:
mock_handle_context.assert_not_called() mock_handle_context.assert_not_called()

445
tests/cassettes/test_agent_powered_by_new_o_model_family_that_allows_skipping_tool.yaml
View File

@@ -2,40 +2,37 @@ interactions:
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openai-organization: openai-organization:
- crewai-iuxna1 - crewai-iuxna1
openai-processing-ms: openai-processing-ms:
- '11812' - '2085'
openai-version: openai-version:
- '2020-10-01' - '2020-10-01'
strict-transport-security: strict-transport-security:
- max-age=31536000; includeSubDomains; preload - max-age=31536000; includeSubDomains; preload
x-ratelimit-limit-requests: x-ratelimit-limit-requests:
- '1000' - '30000'
x-ratelimit-limit-tokens: x-ratelimit-limit-tokens:
- '30000000' - '150000000'
x-ratelimit-remaining-requests: x-ratelimit-remaining-requests:
- '999' - '29999'
x-ratelimit-remaining-tokens: x-ratelimit-remaining-tokens:
- '29999629' - '149999636'
x-ratelimit-reset-requests: x-ratelimit-reset-requests:
- 60ms - 2ms
x-ratelimit-reset-tokens: x-ratelimit-reset-tokens:
- 0s - 0s
x-request-id: x-request-id:
- req_03914b9696ec18ed22b23b163fbd45b8 - req_94e4598735cab3011d351991446daa0f
http_version: HTTP/1.1 http_version: HTTP/1.1
status_code: 200 status_code: 200
version: 1 version: 1

1558
tests/cassettes/test_disabling_cache_for_agent.yaml
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