llama-stack-mirror/llama_stack/providers/tests/resolver.py

63 lines
2.1 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 json
import os
from datetime import datetime
import yaml
from llama_stack.distribution.datatypes import * # noqa: F403
from llama_stack.distribution.configure import parse_and_maybe_upgrade_config
from llama_stack.distribution.request_headers import set_request_provider_data
from llama_stack.distribution.resolver import resolve_impls_with_routing
async def resolve_impls_for_test(
api: Api,
):
if "PROVIDER_CONFIG" not in os.environ:
raise ValueError(
"You must set PROVIDER_CONFIG to a YAML file containing provider config"
)
with open(os.environ["PROVIDER_CONFIG"], "r") as f:
config_dict = yaml.safe_load(f)
if "providers" not in config_dict:
raise ValueError("Config file should contain a `providers` key")
providers_by_id = {x["provider_id"]: x for x in config_dict["providers"]}
if len(providers_by_id) == 0:
raise ValueError("No providers found in config file")
if "PROVIDER_ID" in os.environ:
provider_id = os.environ["PROVIDER_ID"]
if provider_id not in providers_by_id:
raise ValueError(f"Provider ID {provider_id} not found in config file")
provider = providers_by_id[provider_id]
else:
provider = list(providers_by_id.values())[0]
provider_id = provider["provider_id"]
print(f"No provider ID specified, picking first `{provider_id}`")
run_config = dict(
built_at=datetime.now(),
image_name="test-fixture",
apis=[api],
providers={api.value: [Provider(**provider)]},
)
run_config = parse_and_maybe_upgrade_config(run_config)
impls = await resolve_impls_with_routing(run_config)
if "provider_data" in config_dict:
provider_data = config_dict["provider_data"].get(provider_id, {})
if provider_data:
set_request_provider_data(
{"X-LlamaStack-ProviderData": json.dumps(provider_data)}
)
return impls