didi-lot1-ai/ai_platform/modules/embeddings/tests/test_config.py

179 lines
5.8 KiB
Python

"""Tests for configuration module."""
import os
from unittest.mock import patch
import pytest
from pydantic import ValidationError
from embeddings.config import EmbeddingSettings, SettingsCache
class TestEmbeddingSettings:
"""Tests for EmbeddingSettings."""
def test_required_fields(self) -> None:
"""Test that required fields must be provided."""
with pytest.raises(ValidationError):
EmbeddingSettings()
def test_with_required_fields(self) -> None:
"""Test settings with all required fields provided."""
settings = EmbeddingSettings(
default_backend="vllm",
enable_vllm=True,
enable_llamacpp=False,
external_url="http://localhost:54100",
)
assert settings.default_backend == "vllm"
assert settings.enable_vllm is True
assert settings.enable_llamacpp is False
assert settings.external_url == "http://localhost:54100"
def test_optional_defaults(self) -> None:
"""Test optional fields have sensible defaults."""
settings = EmbeddingSettings(
default_backend="vllm",
enable_vllm=True,
enable_llamacpp=False,
external_url="http://localhost:54100",
)
assert settings.host == "0.0.0.0"
assert settings.port == 54100
assert settings.request_timeout == 120.0
assert settings.rate_limit_rps == 20.0
assert settings.max_concurrent_requests == 20
def test_env_override(self) -> None:
"""Test environment variable overrides."""
env_vars = {
"EMB_DEFAULT_BACKEND": "llamacpp",
"EMB_ENABLE_VLLM": "false",
"EMB_ENABLE_LLAMACPP": "true",
"EMB_EXTERNAL_URL": "http://example.com",
"EMB_PORT": "14100",
}
with patch.dict(os.environ, env_vars, clear=False):
settings = EmbeddingSettings()
assert settings.default_backend == "llamacpp"
assert settings.enable_vllm is False
assert settings.enable_llamacpp is True
assert settings.port == 14100
def test_vllm_url_default(self) -> None:
"""Test vLLM URL default value."""
settings = EmbeddingSettings(
default_backend="vllm",
enable_vllm=True,
enable_llamacpp=False,
external_url="http://localhost:54100",
)
assert settings.vllm_base_url == "http://localhost:54101"
def test_llamacpp_url_default(self) -> None:
"""Test llama.cpp URL default value."""
settings = EmbeddingSettings(
default_backend="vllm",
enable_vllm=True,
enable_llamacpp=False,
external_url="http://localhost:54100",
)
assert settings.llamacpp_base_url == "http://localhost:54110"
def test_api_tokens_parsing(self) -> None:
"""Test API tokens are parsed from comma-separated string."""
settings = EmbeddingSettings(
default_backend="vllm",
enable_vllm=True,
enable_llamacpp=False,
external_url="http://localhost:54100",
api_tokens="token1,token2,token3", # type: ignore[arg-type]
)
assert settings.api_tokens is not None
assert "token1" in settings.api_tokens
assert "token2" in settings.api_tokens
assert "token3" in settings.api_tokens
assert settings.auth_enabled is True
def test_auth_disabled_by_default(self) -> None:
"""Test authentication is disabled when no tokens set."""
settings = EmbeddingSettings(
default_backend="vllm",
enable_vllm=True,
enable_llamacpp=False,
external_url="http://localhost:54100",
)
assert settings.api_tokens is None
assert settings.auth_enabled is False
class TestSettingsCache:
"""Tests for SettingsCache class."""
def test_set_and_get(self) -> None:
"""Test setting and getting cached settings."""
SettingsCache.clear()
settings = EmbeddingSettings(
default_backend="vllm",
enable_vllm=True,
enable_llamacpp=False,
external_url="http://localhost:54100",
)
SettingsCache.set(settings)
retrieved = SettingsCache.get()
assert retrieved is settings
def test_get_without_set_creates_instance(self) -> None:
"""Test that get() creates instance from environment if not set."""
SettingsCache.clear()
env_vars = {
"EMB_DEFAULT_BACKEND": "vllm",
"EMB_ENABLE_VLLM": "true",
"EMB_ENABLE_LLAMACPP": "false",
"EMB_EXTERNAL_URL": "http://localhost:54100",
}
with patch.dict(os.environ, env_vars, clear=False):
settings = SettingsCache.get()
assert isinstance(settings, EmbeddingSettings)
assert settings.default_backend == "vllm"
def test_cached_returns_same_instance(self) -> None:
"""Test that SettingsCache returns cached instance."""
SettingsCache.clear()
settings = EmbeddingSettings(
default_backend="vllm",
enable_vllm=True,
enable_llamacpp=False,
external_url="http://localhost:54100",
)
SettingsCache.set(settings)
settings1 = SettingsCache.get()
settings2 = SettingsCache.get()
assert settings1 is settings2
def test_clear_removes_cached_instance(self) -> None:
"""Test that clear() removes the cached instance."""
settings = EmbeddingSettings(
default_backend="vllm",
enable_vllm=True,
enable_llamacpp=False,
external_url="http://localhost:54100",
)
SettingsCache.set(settings)
SettingsCache.clear()
assert SettingsCache._instance is None