|
| 1 | +import numpy as np |
| 2 | +import pytest |
| 3 | +from gymnasium.spaces import Box |
| 4 | +from gymnasium.utils.env_checker import check_env |
| 5 | +from pettingzoo.test.parallel_test import parallel_api_test |
| 6 | + |
| 7 | +from poke_env.environment import DoublesEnv, SingleAgentWrapper |
| 8 | +from poke_env.player import RandomPlayer |
| 9 | + |
| 10 | + |
| 11 | +class DoublesTestEnv(DoublesEnv): |
| 12 | + def __init__(self, **kwargs): |
| 13 | + super().__init__(**kwargs) |
| 14 | + self.observation_spaces = { |
| 15 | + agent: Box(np.array([0]), np.array([1]), dtype=np.int64) |
| 16 | + for agent in self.possible_agents |
| 17 | + } |
| 18 | + |
| 19 | + def calc_reward(self, battle) -> float: |
| 20 | + return 0.0 |
| 21 | + |
| 22 | + def embed_battle(self, battle): |
| 23 | + return np.array([0]) |
| 24 | + |
| 25 | + |
| 26 | +def play_function(env, n_battles): |
| 27 | + for _ in range(n_battles): |
| 28 | + done = False |
| 29 | + env.reset() |
| 30 | + while not done: |
| 31 | + actions = {name: env.action_space(name).sample() for name in env.agents} |
| 32 | + _, _, terminated, truncated, _ = env.step(actions) |
| 33 | + done = any(terminated.values()) or any(truncated.values()) |
| 34 | + |
| 35 | + |
| 36 | +@pytest.mark.timeout(120) |
| 37 | +def test_env_run(): |
| 38 | + for gen in range(8, 10): |
| 39 | + env = DoublesTestEnv( |
| 40 | + battle_format=f"gen{gen}randomdoublesbattle", |
| 41 | + log_level=25, |
| 42 | + strict=False, |
| 43 | + ) |
| 44 | + play_function(env, 10) |
| 45 | + env.close() |
| 46 | + |
| 47 | + |
| 48 | +def single_agent_play_function(env: SingleAgentWrapper, n_battles: int): |
| 49 | + for _ in range(n_battles): |
| 50 | + done = False |
| 51 | + env.reset() |
| 52 | + while not done: |
| 53 | + action = env.action_space.sample() |
| 54 | + _, _, terminated, truncated, _ = env.step(action) |
| 55 | + done = terminated or truncated |
| 56 | + |
| 57 | + |
| 58 | +@pytest.mark.timeout(120) |
| 59 | +def test_single_agent_env_run(): |
| 60 | + for gen in range(8, 10): |
| 61 | + env = DoublesTestEnv( |
| 62 | + battle_format=f"gen{gen}randomdoublesbattle", |
| 63 | + log_level=25, |
| 64 | + strict=False, |
| 65 | + ) |
| 66 | + env = SingleAgentWrapper(env, RandomPlayer()) |
| 67 | + single_agent_play_function(env, 10) |
| 68 | + env.close() |
| 69 | + |
| 70 | + |
| 71 | +@pytest.mark.timeout(60) |
| 72 | +def test_repeated_runs(): |
| 73 | + env = DoublesTestEnv( |
| 74 | + battle_format="gen8randomdoublesbattle", |
| 75 | + log_level=25, |
| 76 | + strict=False, |
| 77 | + ) |
| 78 | + play_function(env, 2) |
| 79 | + play_function(env, 2) |
| 80 | + env.close() |
| 81 | + env = DoublesTestEnv( |
| 82 | + battle_format="gen9randomdoublesbattle", |
| 83 | + log_level=25, |
| 84 | + strict=False, |
| 85 | + ) |
| 86 | + play_function(env, 2) |
| 87 | + play_function(env, 2) |
| 88 | + env.close() |
| 89 | + |
| 90 | + |
| 91 | +@pytest.mark.timeout(60) |
| 92 | +def test_env_api(): |
| 93 | + for gen in range(8, 10): |
| 94 | + env = DoublesTestEnv( |
| 95 | + battle_format=f"gen{gen}randomdoublesbattle", |
| 96 | + log_level=25, |
| 97 | + strict=False, |
| 98 | + ) |
| 99 | + parallel_api_test(env) |
| 100 | + env.close() |
| 101 | + |
| 102 | + |
| 103 | +@pytest.mark.timeout(60) |
| 104 | +def test_single_agent_env_api(): |
| 105 | + for gen in range(8, 10): |
| 106 | + env = DoublesTestEnv( |
| 107 | + battle_format=f"gen{gen}randomdoublesbattle", |
| 108 | + log_level=25, |
| 109 | + strict=False, |
| 110 | + ) |
| 111 | + env = SingleAgentWrapper(env, RandomPlayer()) |
| 112 | + check_env(env) |
| 113 | + env.close() |
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