def test_multi_sync_env_runner_load_state_no_file(mock_task, mock_agent):
# Assign
env_runner = MultiSyncEnvRunner(mock_task, mock_agent, max_iterations=10)
env_runner.logger = mock.MagicMock()
# Act
env_runner.load_state(file_prefix='saved_state')
# Assert
env_runner.logger.warning.assert_called_once_with(
"Couldn't load state. Forcing restart.")
mock_agent.load_state.assert_not_called()
def test_multi_sync_env_runner_load_state(mock_task, mock_agent, mock_os):
# Assign
env_runner = MultiSyncEnvRunner(mock_task, mock_agent, max_iterations=10)
mock_os.listdir.return_value = [
'saved_state_e10.json', 'saved_state_e999.json', 'other.file'
]
mocked_state = '{"episode": 10, "epsilon": 0.2, "score": 0.3, "average_score": -0.1}'
# Act
with mock.patch('builtins.open',
mock.mock_open(read_data=mocked_state)) as mock_file:
env_runner.load_state(file_prefix='saved_state')
mock_file.assert_called_once_with(
f'{env_runner.state_dir}/saved_state_e999.json', 'r')
# Assert
mock_agent.load_state.assert_called_once()
assert env_runner.episode == 10
assert env_runner.epsilon == 0.2
assert len(env_runner.all_scores) == 1
assert env_runner.all_scores[0] == 0.3