Files
crewAI/tests/cli/cli_test.py
Eduardo Chiarotti 51ee483e9d feat: add ability to train on custom file (#1161)
* feat: add ability to train on custom file

* feat: add pkl file validation

* feat: fix tests

* feat: fix tests

* feat: fix tests
2024-08-09 19:41:58 -03:00

166 lines
5.5 KiB
Python

from unittest import mock
import pytest
from click.testing import CliRunner
from crewai.cli.cli import reset_memories, test, train, version
@pytest.fixture
def runner():
return CliRunner()
@mock.patch("crewai.cli.cli.train_crew")
def test_train_default_iterations(train_crew, runner):
result = runner.invoke(train)
train_crew.assert_called_once_with(5, "trained_agents_data.pkl")
assert result.exit_code == 0
assert "Training the Crew for 5 iterations" in result.output
@mock.patch("crewai.cli.cli.train_crew")
def test_train_custom_iterations(train_crew, runner):
result = runner.invoke(train, ["--n_iterations", "10"])
train_crew.assert_called_once_with(10, "trained_agents_data.pkl")
assert result.exit_code == 0
assert "Training the Crew for 10 iterations" in result.output
@mock.patch("crewai.cli.cli.train_crew")
def test_train_invalid_string_iterations(train_crew, runner):
result = runner.invoke(train, ["--n_iterations", "invalid"])
train_crew.assert_not_called()
assert result.exit_code == 2
assert (
"Usage: train [OPTIONS]\nTry 'train --help' for help.\n\nError: Invalid value for '-n' / '--n_iterations': 'invalid' is not a valid integer.\n"
in result.output
)
@mock.patch("crewai.cli.reset_memories_command.ShortTermMemory")
@mock.patch("crewai.cli.reset_memories_command.EntityMemory")
@mock.patch("crewai.cli.reset_memories_command.LongTermMemory")
@mock.patch("crewai.cli.reset_memories_command.TaskOutputStorageHandler")
def test_reset_all_memories(
MockTaskOutputStorageHandler,
MockLongTermMemory,
MockEntityMemory,
MockShortTermMemory,
runner,
):
result = runner.invoke(reset_memories, ["--all"])
MockShortTermMemory().reset.assert_called_once()
MockEntityMemory().reset.assert_called_once()
MockLongTermMemory().reset.assert_called_once()
MockTaskOutputStorageHandler().reset.assert_called_once()
assert result.output == "All memories have been reset.\n"
@mock.patch("crewai.cli.reset_memories_command.ShortTermMemory")
def test_reset_short_term_memories(MockShortTermMemory, runner):
result = runner.invoke(reset_memories, ["-s"])
MockShortTermMemory().reset.assert_called_once()
assert result.output == "Short term memory has been reset.\n"
@mock.patch("crewai.cli.reset_memories_command.EntityMemory")
def test_reset_entity_memories(MockEntityMemory, runner):
result = runner.invoke(reset_memories, ["-e"])
MockEntityMemory().reset.assert_called_once()
assert result.output == "Entity memory has been reset.\n"
@mock.patch("crewai.cli.reset_memories_command.LongTermMemory")
def test_reset_long_term_memories(MockLongTermMemory, runner):
result = runner.invoke(reset_memories, ["-l"])
MockLongTermMemory().reset.assert_called_once()
assert result.output == "Long term memory has been reset.\n"
@mock.patch("crewai.cli.reset_memories_command.TaskOutputStorageHandler")
def test_reset_kickoff_outputs(MockTaskOutputStorageHandler, runner):
result = runner.invoke(reset_memories, ["-k"])
MockTaskOutputStorageHandler().reset.assert_called_once()
assert result.output == "Latest Kickoff outputs stored has been reset.\n"
@mock.patch("crewai.cli.reset_memories_command.ShortTermMemory")
@mock.patch("crewai.cli.reset_memories_command.LongTermMemory")
def test_reset_multiple_memory_flags(MockShortTermMemory, MockLongTermMemory, runner):
result = runner.invoke(
reset_memories,
[
"-s",
"-l",
],
)
MockShortTermMemory().reset.assert_called_once()
MockLongTermMemory().reset.assert_called_once()
assert (
result.output
== "Long term memory has been reset.\nShort term memory has been reset.\n"
)
def test_reset_no_memory_flags(runner):
result = runner.invoke(
reset_memories,
)
assert (
result.output
== "Please specify at least one memory type to reset using the appropriate flags.\n"
)
def test_version_command(runner):
result = runner.invoke(version)
assert result.exit_code == 0
assert "crewai version:" in result.output
def test_version_command_with_tools(runner):
result = runner.invoke(version, ["--tools"])
assert result.exit_code == 0
assert "crewai version:" in result.output
assert (
"crewai tools version:" in result.output
or "crewai tools not installed" in result.output
)
@mock.patch("crewai.cli.cli.evaluate_crew")
def test_test_default_iterations(evaluate_crew, runner):
result = runner.invoke(test)
evaluate_crew.assert_called_once_with(3, "gpt-4o-mini")
assert result.exit_code == 0
assert "Testing the crew for 3 iterations with model gpt-4o-mini" in result.output
@mock.patch("crewai.cli.cli.evaluate_crew")
def test_test_custom_iterations(evaluate_crew, runner):
result = runner.invoke(test, ["--n_iterations", "5", "--model", "gpt-4o"])
evaluate_crew.assert_called_once_with(5, "gpt-4o")
assert result.exit_code == 0
assert "Testing the crew for 5 iterations with model gpt-4o" in result.output
@mock.patch("crewai.cli.cli.evaluate_crew")
def test_test_invalid_string_iterations(evaluate_crew, runner):
result = runner.invoke(test, ["--n_iterations", "invalid"])
evaluate_crew.assert_not_called()
assert result.exit_code == 2
assert (
"Usage: test [OPTIONS]\nTry 'test --help' for help.\n\nError: Invalid value for '-n' / '--n_iterations': 'invalid' is not a valid integer.\n"
in result.output
)