def test_multi_sync_env_runner_log_episode_metrics(mock_data_logger, mock_task,
mock_agent):
# Assign
episodes = [1, 2]
epsilons = [0.2, 0.1]
mean_scores = [0.5, 1]
scores = [1.5, 5]
iterations = [10, 10]
episode_data = dict(episodes=episodes,
epsilons=epsilons,
mean_scores=mean_scores,
iterations=iterations,
scores=scores)
env_runner = MultiSyncEnvRunner(mock_task,
mock_agent,
data_logger=mock_data_logger)
# Act
env_runner.log_episode_metrics(**episode_data)
# Assert
for idx, episode in enumerate(episodes):
mock_data_logger.log_value.assert_any_call("episode/epsilon",
epsilons[idx], episode)
mock_data_logger.log_value.assert_any_call("episode/avg_score",
mean_scores[idx], episode)
mock_data_logger.log_value.assert_any_call("episode/score",
scores[idx], episode)
mock_data_logger.log_value.assert_any_call("episode/iterations",
iterations[idx], episode)
def test_multi_sync_env_runner_log_episode_metrics_values_missing(
mock_data_logger, mock_task, mock_agent):
# Assign
episodes = [1, 2]
episode_data = dict(episodes=episodes)
env_runner = MultiSyncEnvRunner(mock_task,
mock_agent,
data_logger=mock_data_logger)
# Act
env_runner.log_episode_metrics(**episode_data)
# Assert
mock_data_logger.log_value.assert_not_called()