41 lines
1.9 KiB
Python
41 lines
1.9 KiB
Python
from hydra import compose, initialize
|
|
from omegaconf import OmegaConf
|
|
from brittle_star_project.configs.main_config import BrittleStarConfig
|
|
from brittle_star_project.configs.register_configs import register_configs
|
|
|
|
# Registration must happen before composition to enable validation against schemas
|
|
register_configs()
|
|
|
|
|
|
def test_config_composition_centralized():
|
|
"""Test that the centralized configuration composes and validates correctly."""
|
|
with initialize(version_base="1.3", config_path="../configs"):
|
|
# We compose the config; it follows main_config.yaml
|
|
cfg = compose(config_name="main_config", overrides=["architecture=centralized"])
|
|
|
|
# Merge with the dataclass class to get a structured DictConfig,
|
|
# then convert to a real dataclass instance to verify validation.
|
|
structured_cfg = OmegaConf.to_object(OmegaConf.merge(BrittleStarConfig, cfg))
|
|
|
|
# Basic assertions
|
|
assert "CentralizedConfig" in str(type(structured_cfg.architecture))
|
|
assert isinstance(structured_cfg.ppo.learning_rate, float)
|
|
assert structured_cfg.ppo.learning_rate > 0
|
|
|
|
|
|
def test_config_composition_decentralized():
|
|
"""Test that the decentralized configuration composes and validates correctly."""
|
|
with initialize(version_base="1.3", config_path="../configs"):
|
|
cfg = compose(config_name="main_config", overrides=["architecture=decentralized"])
|
|
|
|
# Merge and convert to dataclass instance
|
|
structured_cfg = OmegaConf.to_object(OmegaConf.merge(BrittleStarConfig, cfg))
|
|
|
|
# Basic assertions
|
|
assert "DecentralizedConfig" in str(type(structured_cfg.architecture))
|
|
assert isinstance(structured_cfg.ppo.learning_rate, float)
|
|
assert structured_cfg.ppo.learning_rate > 0
|
|
|
|
# Decentralized specifics
|
|
assert hasattr(structured_cfg.architecture, "message_passing_steps")
|
|
assert structured_cfg.architecture.message_passing_steps > 0
|