Files
Mini-Nav/mini-nav/tests/test_config.py

168 lines
5.4 KiB
Python

"""Tests for configuration system using Pydantic models."""
import tempfile
from pathlib import Path
import pytest
import yaml
from configs import (
Config,
ConfigError,
ConfigManager,
ModelConfig,
OutputConfig,
PoolingType,
cfg_manager,
load_yaml,
save_yaml,
)
from pydantic import ValidationError
class TestConfigModels:
"""Test suite for Pydantic configuration models."""
def test_model_config_defaults(self):
"""Verify ModelConfig creates with correct defaults."""
config = ModelConfig()
assert config.name == "facebook/dinov2-large"
assert config.compression_dim == 512
assert config.device == "auto"
def test_model_config_validation(self):
"""Test validation constraints for ModelConfig."""
# Test compression_dim > 0
with pytest.raises(ValidationError, match="greater than 0"):
ModelConfig(compression_dim=0)
with pytest.raises(ValidationError, match="greater than 0"):
ModelConfig(compression_dim=-1)
def test_output_config_defaults(self):
"""Verify OutputConfig creates with correct defaults."""
config = OutputConfig()
output_dir = Path(__file__).parent.parent.parent / "outputs"
assert config.directory == output_dir
def test_pooling_type_enum(self):
"""Verify PoolingType enum values."""
assert PoolingType.ATTENTION.value == "attention"
assert PoolingType.ATTENTION == PoolingType("attention")
def test_feature_compressor_config(self):
"""Verify FeatureCompressorConfig nests all models correctly."""
model_cfg = ModelConfig(compression_dim=512)
out_cfg = OutputConfig(directory="/tmp/outputs")
config = Config(
model=model_cfg,
output=out_cfg,
)
assert config.model.compression_dim == 512
assert config.output.directory == Path("/tmp/outputs")
class TestYamlLoader:
"""Test suite for YAML loading and saving."""
def test_load_existing_yaml(self):
"""Load config.yaml and verify values."""
config_path = Path(__file__).parent.parent / "configs" / "config.yaml"
config = load_yaml(config_path, Config)
# Verify model config
assert config.model.name == "facebook/dinov2-large"
assert config.model.compression_dim == 256
# Verify output config
output_dir = Path(__file__).parent.parent.parent / "outputs"
assert config.output.directory == output_dir
def test_load_yaml_validation(self):
"""Test that invalid data raises ConfigError."""
with tempfile.NamedTemporaryFile(mode="w", suffix=".yaml", delete=False) as f:
# Write invalid config (missing required fields)
yaml.dump({"invalid": "data"}, f)
temp_path = f.name
try:
with pytest.raises(ConfigError, match="validation failed"):
load_yaml(Path(temp_path), Config)
finally:
Path(temp_path).unlink()
def test_save_yaml_roundtrip(self):
"""Create config, save to temp, verify file exists with content."""
original = cfg_manager.load()
with tempfile.NamedTemporaryFile(mode="w", suffix=".yaml", delete=False) as f:
temp_path = Path(f.name)
try:
save_yaml(temp_path, original)
# Verify file exists and has content
assert Path(temp_path).exists()
with open(temp_path, "r") as f:
content = f.read()
assert len(content) > 0
assert "model" in content
assert "visualization" in content
assert "output" in content
finally:
Path(temp_path).unlink()
def test_load_yaml_file_not_found(self):
"""Verify FileNotFoundError raises ConfigError."""
with pytest.raises(ConfigError, match="not found"):
load_yaml(Path("/nonexistent/path/config.yaml"), Config)
class TestConfigManager:
"""Test suite for ConfigManager singleton with multi-config support."""
def test_singleton_pattern(self):
"""Verify ConfigManager() returns same instance."""
manager1 = ConfigManager()
manager2 = ConfigManager()
assert manager1 is manager2
def test_load_config(self):
"""Test loading default config."""
config = cfg_manager.load()
assert config is not None
assert config.model.compression_dim == 256
def test_get_without_load(self):
"""Test that get() auto-loads config if not loaded."""
# Reset the singleton's cached config
cfg_manager._config = None
# get() should auto-load
config = cfg_manager.get()
assert config is not None
assert config.model.compression_dim == 256
def test_save_config(self):
"""Test saving configuration to file."""
config = Config(
model=ModelConfig(compression_dim=512),
output=OutputConfig(),
)
with tempfile.NamedTemporaryFile(mode="w", suffix=".yaml", delete=False) as f:
temp_path = Path(f.name)
try:
cfg_manager.save(config, path=temp_path)
loaded_config = load_yaml(temp_path, Config)
assert loaded_config.model.compression_dim == 512
finally:
if temp_path.exists():
temp_path.unlink()