test: add unit test to ensure all config types are instantiable (#1601)

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Ashwin Bharambe 2025-03-12 22:29:58 -07:00 committed by GitHub
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# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the terms described in the LICENSE file in
# the root directory of this source tree.
import pytest
from pydantic import BaseModel
from llama_stack.distribution.distribution import get_provider_registry, providable_apis
from llama_stack.distribution.utils.dynamic import instantiate_class_type
class TestProviderConfigurations:
"""Test suite for testing provider configurations across all API types."""
def test_all_api_providers_exist(self):
provider_registry = get_provider_registry()
for api in providable_apis():
providers = provider_registry.get(api, {})
assert providers, f"No providers found for API type: {api}"
@pytest.mark.parametrize("api", providable_apis())
def test_api_providers(self, api):
provider_registry = get_provider_registry()
providers = provider_registry.get(api, {})
assert providers, f"No providers found for API type: {api}"
failures = []
for provider_type, provider_spec in providers.items():
try:
self._verify_provider_config(provider_type, provider_spec)
except Exception as e:
failures.append(f"Failed to verify {provider_type} config: {str(e)}")
if failures:
pytest.fail("\n".join(failures))
def _verify_provider_config(self, provider_type, provider_spec):
"""Helper method to verify a single provider configuration."""
# Get the config class
config_class_name = provider_spec.config_class
config_type = instantiate_class_type(config_class_name)
assert issubclass(config_type, BaseModel), f"{config_class_name} is not a subclass of BaseModel"
assert hasattr(config_type, "sample_run_config"), f"{config_class_name} does not have sample_run_config method"
sample_config = config_type.sample_run_config(__distro_dir__="foobarbaz")
assert isinstance(sample_config, dict), f"{config_class_name}.sample_run_config() did not return a dict"