#1386 - Updated tests in test_seeding_and_deterministic_session.py to use TempPrimaiteSession.

- Added test_seeded_learning test and test_deterministic_evaluation test.
- Passed config values seed and deterministic to ppo agent
- Dropped deterministic override in evaluate functions
- TempPrimaiteSession now writes files to a UUID folder rather than datetime
- Added seed to Ray RLlib agent setup in rllib.py
- Added seed to SB3 agent setup in sb3.py

tests/e2e_integration_tests/test_session_repeatability.py

@@ -1,57 +0,0 @@
-"""
-Seed tests.
-
-These tests will train an agent.
-This agent is then loaded and evaluated twice,
-the 2 evaluation wuns should be the same.
-
-This proves that the seed works.
-"""
-import time
-
-from primaite.config.lay_down_config import dos_very_basic_config_path
-from primaite.primaite_session import PrimaiteSession
-from tests import TEST_CONFIG_ROOT
-
-
-def test_seeded_sessions():
-    """Test to see if seed works in multiple sessions."""
-    # ppo training session
-    ppo_train = PrimaiteSession(TEST_CONFIG_ROOT / "e2e/ppo_seeded_training_config.yaml", dos_very_basic_config_path())
-    # train agent
-    ppo_train.setup()
-    ppo_train.learn()
-    ppo_train.close()
-
-    # agent path to use for evaluation
-    path_prefix = f"{ppo_train._training_config.agent_framework}_{ppo_train._training_config.agent_identifier}"
-    agent_path = ppo_train.session_path / f"{path_prefix}_{ppo_train.timestamp_str}.zip"
-
-    ppo_session_1 = PrimaiteSession(
-        TEST_CONFIG_ROOT / "e2e/ppo_seeded_training_config.yaml", dos_very_basic_config_path()
-    )
-
-    # load trained agent
-    ppo_session_1._training_config.agent_load_file = agent_path
-    ppo_session_1.setup()
-    time.sleep(1)
-
-    ppo_session_2 = PrimaiteSession(
-        TEST_CONFIG_ROOT / "e2e/ppo_seeded_training_config.yaml", dos_very_basic_config_path()
-    )
-
-    # load trained agent
-    ppo_session_2._training_config.agent_load_file = agent_path
-    ppo_session_2.setup()
-
-    # run evaluation
-    ppo_session_1.evaluate()
-    ppo_session_1.close()
-    ppo_session_2.evaluate()
-    ppo_session_2.close()
-
-    # compare output
-    # assert compare_transaction_file(
-    #     ppo_session_1.evaluation_path / f"all_transactions_{ppo_session_1.timestamp_str}.csv",
-    #     ppo_session_2.evaluation_path / f"all_transactions_{ppo_session_2.timestamp_str}.csv"
-    # ) is True