PrimAITE/tests/integration_tests/game_layer/test_RNG_seed.py

# © Crown-owned copyright 2025, Defence Science and Technology Laboratory UK
from pprint import pprint

import pytest
import yaml

from primaite.config.load import data_manipulation_config_path
from primaite.game.agent.interface import AgentHistoryItem
from primaite.session.environment import PrimaiteGymEnv


@pytest.fixture()
def create_env():
    with open(data_manipulation_config_path(), "r") as f:
        cfg = yaml.safe_load(f)

    env = PrimaiteGymEnv(env_config=cfg)
    return env


def test_rng_seed_set(create_env):
    """Test with RNG seed set."""
    env = create_env
    env.reset(seed=3)
    for i in range(100):
        env.step(0)
    a = [item.timestep for item in env.game.agents["client_2_green_user"].history if item.action != "DONOTHING"]

    env.reset(seed=3)
    for i in range(100):
        env.step(0)
    b = [item.timestep for item in env.game.agents["client_2_green_user"].history if item.action != "DONOTHING"]

    assert a == b


def test_rng_seed_unset(create_env):
    """Test with no RNG seed."""
    env = create_env
    env.reset()
    for i in range(100):
        env.step(0)
    a = [item.timestep for item in env.game.agents["client_2_green_user"].history if item.action != "DONOTHING"]

    env.reset()
    for i in range(100):
        env.step(0)
    b = [item.timestep for item in env.game.agents["client_2_green_user"].history if item.action != "DONOTHING"]

    assert a != b