您最多选择25个主题
主题必须以中文或者字母或数字开头，可以包含连字符 (-)，并且长度不得超过35个字符
78 行
2.8 KiB
78 行
2.8 KiB
import unittest.mock as mock
|
|
import pytest
|
|
from unittest.mock import *
|
|
from mlagents.trainers import learn, TrainerController
|
|
|
|
|
|
@pytest.fixture
|
|
def basic_options():
|
|
return {
|
|
'--docker-target-name': 'None',
|
|
'--env': 'None',
|
|
'--run-id': 'ppo',
|
|
'--load': False,
|
|
'--train': False,
|
|
'--save-freq': '50000',
|
|
'--keep-checkpoints': '5',
|
|
'--base-port': '5005',
|
|
'--num-envs': '1',
|
|
'--curriculum': 'None',
|
|
'--lesson': '0',
|
|
'--slow': False,
|
|
'--no-graphics': False,
|
|
'<trainer-config-path>': 'basic_path',
|
|
'--debug': False,
|
|
}
|
|
|
|
|
|
@patch('mlagents.trainers.learn.SubprocessUnityEnvironment')
|
|
@patch('mlagents.trainers.learn.create_environment_factory')
|
|
@patch('mlagents.trainers.learn.load_config')
|
|
def test_run_training(load_config, create_environment_factory, subproc_env_mock):
|
|
mock_env = MagicMock()
|
|
mock_env.external_brain_names = []
|
|
mock_env.academy_name = 'TestAcademyName'
|
|
create_environment_factory.return_value = mock_env
|
|
trainer_config_mock = MagicMock()
|
|
load_config.return_value = trainer_config_mock
|
|
|
|
mock_init = MagicMock(return_value=None)
|
|
with patch.object(TrainerController, "__init__", mock_init):
|
|
with patch.object(TrainerController, "start_learning", MagicMock()):
|
|
learn.run_training(0, 0, basic_options(), MagicMock())
|
|
mock_init.assert_called_once_with(
|
|
'./models/ppo',
|
|
'./summaries',
|
|
'ppo-0',
|
|
50000,
|
|
None,
|
|
False,
|
|
False,
|
|
5,
|
|
0,
|
|
subproc_env_mock.return_value.external_brains,
|
|
0
|
|
)
|
|
|
|
|
|
@patch('mlagents.trainers.learn.SubprocessUnityEnvironment')
|
|
@patch('mlagents.trainers.learn.create_environment_factory')
|
|
@patch('mlagents.trainers.learn.load_config')
|
|
def test_docker_target_path(load_config, create_environment_factory, subproc_env_mock):
|
|
mock_env = MagicMock()
|
|
mock_env.external_brain_names = []
|
|
mock_env.academy_name = 'TestAcademyName'
|
|
create_environment_factory.return_value = mock_env
|
|
trainer_config_mock = MagicMock()
|
|
load_config.return_value = trainer_config_mock
|
|
|
|
options_with_docker_target = basic_options()
|
|
options_with_docker_target['--docker-target-name'] = 'dockertarget'
|
|
|
|
mock_init = MagicMock(return_value=None)
|
|
with patch.object(TrainerController, "__init__", mock_init):
|
|
with patch.object(TrainerController, "start_learning", MagicMock()):
|
|
learn.run_training(0, 0, options_with_docker_target, MagicMock())
|
|
mock_init.assert_called_once()
|
|
assert(mock_init.call_args[0][0] == '/dockertarget/models/ppo')
|
|
assert(mock_init.call_args[0][1] == '/dockertarget/summaries')
|