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| #!/usr/bin/env python | |
| """Test the new failing case.""" | |
| import numpy as np | |
| from env.environment import CloudResourceEnv | |
| from env.config import EnvConfig | |
| # New failing case | |
| action = 0 # DECREASE | |
| initial_resources = 2 | |
| base_request_rate = 54 | |
| seed1 = 0 | |
| seed2 = 3 | |
| config = EnvConfig( | |
| initial_resources=initial_resources, | |
| base_request_rate=base_request_rate, | |
| request_rate_std=10.0 | |
| ) | |
| print("=== ENV1 (seed=0) ===") | |
| env1 = CloudResourceEnv(config=config) | |
| env1.rng.seed(seed1) | |
| env1.reset() | |
| print(f"After reset: request_rate={env1.request_rate}, resources={env1.allocated_resources}") | |
| for i in range(10): | |
| obs1, _, done1, info1 = env1.step(action) | |
| print(f"Step {i+1}: request_rate={info1['request_rate']}, resources={info1['allocated_resources']}, obs={obs1}") | |
| if done1: | |
| print(f" Episode terminated at step {i+1}") | |
| break | |
| print() | |
| print("=== ENV2 (seed=3) ===") | |
| env2 = CloudResourceEnv(config=config) | |
| env2.rng.seed(seed2) | |
| env2.reset() | |
| print(f"After reset: request_rate={env2.request_rate}, resources={env2.allocated_resources}") | |
| for i in range(10): | |
| obs2, _, done2, info2 = env2.step(action) | |
| print(f"Step {i+1}: request_rate={info2['request_rate']}, resources={info2['allocated_resources']}, obs={obs2}") | |
| if done2: | |
| print(f" Episode terminated at step {i+1}") | |
| break | |