69 lines
3.1 KiB
Python
69 lines
3.1 KiB
Python
import pydantic
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import pytest
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from tests.conftest import TempPrimaiteSession
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CFG_PATH = "tests/assets/configs/test_primaite_session.yaml"
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TRAINING_ONLY_PATH = "tests/assets/configs/train_only_primaite_session.yaml"
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EVAL_ONLY_PATH = "tests/assets/configs/eval_only_primaite_session.yaml"
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MISCONFIGURED_PATH = "tests/assets/configs/bad_primaite_session.yaml"
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class TestPrimaiteSession:
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@pytest.mark.parametrize("temp_primaite_session", [[CFG_PATH]], indirect=True)
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def test_creating_session(self, temp_primaite_session):
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"""Check that creating a session from config works."""
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with temp_primaite_session as session:
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if not isinstance(session, TempPrimaiteSession):
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raise AssertionError
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assert session is not None
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assert session.simulation
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assert len(session.agents) == 3
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assert len(session.rl_agents) == 1
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assert session.policy
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assert session.env
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assert session.simulation.network
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assert len(session.simulation.network.nodes) == 10
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@pytest.mark.parametrize("temp_primaite_session", [[CFG_PATH]], indirect=True)
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def test_start_session(self, temp_primaite_session):
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"""Make sure you can go all the way through the session without errors."""
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with temp_primaite_session as session:
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session: TempPrimaiteSession
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session.start_session()
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session_path = session.io_manager.session_path
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assert session_path.exists()
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print(list(session_path.glob("*")))
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checkpoint_dir = session_path / "checkpoints" / "sb3_final"
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assert checkpoint_dir.exists()
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checkpoint_1 = checkpoint_dir / "sb3_model_640_steps.zip"
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checkpoint_2 = checkpoint_dir / "sb3_model_1280_steps.zip"
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checkpoint_3 = checkpoint_dir / "sb3_model_1920_steps.zip"
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assert checkpoint_1.exists()
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assert checkpoint_2.exists()
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assert not checkpoint_3.exists()
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@pytest.mark.parametrize("temp_primaite_session", [[TRAINING_ONLY_PATH]], indirect=True)
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def test_training_only_session(self, temp_primaite_session):
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"""Check that you can run a training-only session."""
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with temp_primaite_session as session:
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session: TempPrimaiteSession
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session.start_session()
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# TODO: include checks that the model was trained, e.g. that the loss changed and checkpoints were saved?
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@pytest.mark.parametrize("temp_primaite_session", [[EVAL_ONLY_PATH]], indirect=True)
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def test_eval_only_session(self, temp_primaite_session):
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"""Check that you can load a model and run an eval-only session."""
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with temp_primaite_session as session:
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session: TempPrimaiteSession
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session.start_session()
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# TODO: include checks that the model was loaded and that the eval-only session ran
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def test_error_thrown_on_bad_configuration(self):
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with pytest.raises(pydantic.ValidationError):
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session = TempPrimaiteSession.from_config(MISCONFIGURED_PATH)
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