Spaces:
Sleeping
Sleeping
| #!/usr/bin/env python | |
| """Debug script to test stochastic behavior.""" | |
| import numpy as np | |
| from env.environment import CloudResourceEnv | |
| from env.config import EnvConfig | |
| # Test with two different seeds | |
| config = EnvConfig( | |
| initial_resources=3, | |
| base_request_rate=50, | |
| request_rate_std=10.0 | |
| ) | |
| env1 = CloudResourceEnv(config=config) | |
| env1.rng.seed(42) | |
| obs1_reset = env1.reset() | |
| print(f"Env1 after reset (seed=42): {obs1_reset}") | |
| print(f" Request rate: {env1.request_rate}") | |
| obs1_step, _, _, _ = env1.step(1) # MAINTAIN action | |
| print(f"Env1 after step: {obs1_step}") | |
| print(f" Request rate: {env1.request_rate}") | |
| print() | |
| env2 = CloudResourceEnv(config=config) | |
| env2.rng.seed(99) | |
| obs2_reset = env2.reset() | |
| print(f"Env2 after reset (seed=99): {obs2_reset}") | |
| print(f" Request rate: {env2.request_rate}") | |
| obs2_step, _, _, _ = env2.step(1) # MAINTAIN action | |
| print(f"Env2 after step: {obs2_step}") | |
| print(f" Request rate: {env2.request_rate}") | |
| print() | |
| print(f"Reset observations equal: {np.allclose(obs1_reset, obs2_reset)}") | |
| print(f"Step observations equal: {np.allclose(obs1_step, obs2_step)}") | |
| print(f"Request rates after step equal: {env1.request_rate == env2.request_rate}") | |