llama-stack-mirror/llama_toolchain/distribution/dynamic.py
2024-08-28 15:55:18 -07:00

56 lines
1.9 KiB
Python

# 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 asyncio
import importlib
from typing import Any, Dict
from .datatypes import InlineProviderSpec, ProviderSpec, RemoteProviderSpec
def instantiate_class_type(fully_qualified_name):
module_name, class_name = fully_qualified_name.rsplit(".", 1)
module = importlib.import_module(module_name)
return getattr(module, class_name)
# returns a class implementing the protocol corresponding to the Api
def instantiate_provider(
provider_spec: InlineProviderSpec,
provider_config: Dict[str, Any],
deps: Dict[str, ProviderSpec],
):
module = importlib.import_module(provider_spec.module)
config_type = instantiate_class_type(provider_spec.config_class)
config = config_type(**provider_config)
return asyncio.run(module.get_provider_impl(config, deps))
def instantiate_client(
provider_spec: RemoteProviderSpec, provider_config: Dict[str, Any]
):
module = importlib.import_module(provider_spec.module)
adapter = provider_spec.adapter
if adapter is not None:
if "adapter" not in provider_config:
raise ValueError(
f"Adapter is specified but not present in provider config: {provider_config}"
)
adapter_config = provider_config["adapter"]
config_type = instantiate_class_type(adapter.config_class)
if not issubclass(config_type, RemoteProviderConfig):
raise ValueError(
f"Config class {adapter.config_class} does not inherit from RemoteProviderConfig"
)
config = config_type(**adapter_config)
else:
config = RemoteProviderConfig(**provider_config)
return asyncio.run(module.get_adapter_impl(config))