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Add FlappyGrid2 environment with tests
- Implements PufferLib-native FlappyBird/Grid hybrid - Basic functionality tests passing - Achieves 372k+ FPS on performance benchmark - Follows PufferLib API: num_agents, single_*_space
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from pufferlib.environments.flappygrid2.environment import env_creator
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__all__ = ['env_creator']
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import functools
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import numpy as np
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import pufferlib
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from gymnasium import spaces
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class FlappyGrid2(pufferlib.PufferEnv):
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"""PufferLib-native FlappyBird/Grid hybrid."""
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def __init__(self):
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self.grid_size = 10
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self.bird_pos = 5
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self.obstacle_x = 9
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self.obstacle_gap_y = 5
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self.score = 0
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# PufferLib required attributes (set BEFORE super().__init__())
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self.num_agents = 1
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self.single_observation_space = spaces.Box(
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low=0, high=self.grid_size, shape=(3,), dtype=np.int32
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)
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self.single_action_space = spaces.Discrete(2)
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super().__init__()
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def reset(self, seed=None):
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if seed is not None:
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np.random.seed(seed)
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self.bird_pos = 5
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self.obstacle_x = 9
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self.obstacle_gap_y = np.random.randint(2, 8)
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self.score = 0
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obs = np.array([self.bird_pos, self.obstacle_x, self.obstacle_gap_y], dtype=np.int32)
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return obs, {}
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def step(self, action):
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if action == 1:
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self.bird_pos = max(0, self.bird_pos - 1)
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else:
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self.bird_pos = min(self.grid_size - 1, self.bird_pos + 1)
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self.obstacle_x -= 1
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done = False
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reward = 0.1
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if self.obstacle_x == 0:
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if abs(self.bird_pos - self.obstacle_gap_y) <= 1:
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reward = 1.0
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self.score += 1
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else:
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done = True
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reward = -1.0
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self.obstacle_x = 9
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self.obstacle_gap_y = np.random.randint(2, 8)
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obs = np.array([self.bird_pos, self.obstacle_x, self.obstacle_gap_y], dtype=np.int32)
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return obs, reward, done, False, {'score': self.score}
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def close(self):
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pass
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def make(name='flappygrid2'):
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return FlappyGrid2()
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def env_creator(name='flappygrid2'):
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return functools.partial(make, name)
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if __name__ == "__main__":
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import time
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print("FlappyGrid2 Performance Test")
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print("=" * 50)
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factory = env_creator()
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env = factory()
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obs, info = env.reset()
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start = time.time()
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steps = 100_000
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episodes = 0
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for i in range(steps):
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action = env.single_action_space.sample()
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obs, reward, done, truncated, info = env.step(action)
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if done:
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obs, info = env.reset()
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episodes += 1
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elapsed = time.time() - start
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fps = steps / elapsed
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print(f"Steps: {steps:,}")
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print(f"Episodes: {episodes:,}")
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print(f"Time: {elapsed:.2f}s")
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print(f"FPS: {fps:,.0f}")
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print("✅ Test complete")

tests/test_flappygrid2.py

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import pytest
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from pufferlib.environments import flappygrid2
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def test_flappygrid2_basic():
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"""Test basic env functionality."""
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factory = flappygrid2.env_creator()
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env = factory()
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# Test reset
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obs, info = env.reset()
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assert obs.shape == (3,), f"Expected obs shape (3,), got {obs.shape}"
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# Test step
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for _ in range(100):
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action = env.single_action_space.sample()
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obs, reward, done, truncated, info = env.step(action)
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assert obs.shape == (3,)
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assert isinstance(reward, (int, float))
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assert isinstance(done, bool)
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if done:
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obs, info = env.reset()
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env.close()
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print("✅ FlappyGrid2 basic test passed")
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def test_flappygrid2_episodes():
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"""Test multiple episodes complete correctly."""
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factory = flappygrid2.env_creator()
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env = factory()
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obs, info = env.reset()
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episodes_completed = 0
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for _ in range(10000):
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action = env.single_action_space.sample()
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obs, reward, done, truncated, info = env.step(action)
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if done:
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episodes_completed += 1
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obs, info = env.reset()
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assert episodes_completed > 0, "No episodes completed"
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print(f"✅ Completed {episodes_completed} episodes")
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env.close()
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if __name__ == "__main__":
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test_flappygrid2_basic()
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test_flappygrid2_episodes()

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