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https://github.com/meta-llama/llama-stack.git
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Allow specifying resources in StackRunConfig
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parent
8035fa1869
commit
38257a9cbe
9 changed files with 151 additions and 102 deletions
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@ -9,6 +9,8 @@ import os
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import pytest
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import pytest_asyncio
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from llama_stack.apis.models import Model
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from llama_stack.distribution.datatypes import Api, Provider
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from llama_stack.providers.inline.inference.meta_reference import (
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MetaReferenceInferenceConfig,
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@ -159,13 +161,13 @@ async def inference_stack(request, inference_model):
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[Api.inference],
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{"inference": inference_fixture.providers},
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inference_fixture.provider_data,
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)
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provider_id = inference_fixture.providers[0].provider_id
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print(f"Registering model {inference_model} with provider {provider_id}")
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await impls[Api.models].register_model(
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model_id=inference_model,
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provider_id=provider_id,
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models=[
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Model(
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identifier=inference_model,
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provider_resource_id=inference_model,
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provider_id=inference_fixture.providers[0].provider_id,
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)
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],
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)
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return (impls[Api.inference], impls[Api.models])
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@ -17,29 +17,38 @@ from llama_stack.distribution.build import print_pip_install_help
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from llama_stack.distribution.configure import parse_and_maybe_upgrade_config
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from llama_stack.distribution.distribution import get_provider_registry
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from llama_stack.distribution.request_headers import set_request_provider_data
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from llama_stack.distribution.resolver import resolve_impls
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from llama_stack.distribution.store import CachedDiskDistributionRegistry
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from llama_stack.providers.utils.kvstore import kvstore_impl, SqliteKVStoreConfig
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from llama_stack.distribution.stack import construct_stack
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from llama_stack.providers.utils.kvstore import SqliteKVStoreConfig
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async def resolve_impls_for_test_v2(
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apis: List[Api],
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providers: Dict[str, List[Provider]],
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provider_data: Optional[Dict[str, Any]] = None,
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models: Optional[List[Model]] = None,
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shields: Optional[List[Shield]] = None,
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memory_banks: Optional[List[MemoryBank]] = None,
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datasets: Optional[List[Dataset]] = None,
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scoring_fns: Optional[List[ScoringFn]] = None,
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eval_tasks: Optional[List[EvalTask]] = None,
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):
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sqlite_file = tempfile.NamedTemporaryFile(delete=False, suffix=".db")
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run_config = dict(
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built_at=datetime.now(),
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image_name="test-fixture",
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apis=apis,
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providers=providers,
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metadata_store=SqliteKVStoreConfig(db_path=sqlite_file.name),
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models=models or [],
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shields=shields or [],
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memory_banks=memory_banks or [],
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datasets=datasets or [],
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scoring_fns=scoring_fns or [],
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eval_tasks=eval_tasks or [],
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)
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run_config = parse_and_maybe_upgrade_config(run_config)
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sqlite_file = tempfile.NamedTemporaryFile(delete=False, suffix=".db")
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dist_kvstore = await kvstore_impl(SqliteKVStoreConfig(db_path=sqlite_file.name))
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dist_registry = CachedDiskDistributionRegistry(dist_kvstore)
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try:
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impls = await resolve_impls(run_config, get_provider_registry(), dist_registry)
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impls = await construct_stack(run_config)
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except ModuleNotFoundError as e:
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print_pip_install_help(providers)
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raise e
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@ -7,7 +7,9 @@
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import pytest
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import pytest_asyncio
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from llama_stack.apis.shields import ShieldType
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from llama_stack.apis.models import Model
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from llama_stack.apis.shields import Shield, ShieldType
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from llama_stack.distribution.datatypes import Api, Provider
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from llama_stack.providers.inline.safety.llama_guard import LlamaGuardConfig
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@ -96,32 +98,29 @@ async def safety_stack(inference_model, safety_model, request):
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if safety_fixture.provider_data:
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provider_data.update(safety_fixture.provider_data)
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shield_provider_type = safety_fixture.providers[0].provider_type
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shield = get_shield(
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shield_provider_type, safety_fixture.providers[0].provider_id, safety_model
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)
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impls = await resolve_impls_for_test_v2(
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[Api.safety, Api.shields, Api.inference],
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providers,
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provider_data,
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models=[
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Model(
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identifier=inference_model,
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provider_id=inference_fixture.providers[0].provider_id,
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provider_resource_id=inference_model,
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)
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],
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shields=[shield],
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)
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safety_impl = impls[Api.safety]
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shields_impl = impls[Api.shields]
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# Register the appropriate shield based on provider type
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provider_type = safety_fixture.providers[0].provider_type
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shield = await create_and_register_shield(provider_type, safety_model, shields_impl)
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provider_id = inference_fixture.providers[0].provider_id
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print(f"Registering model {inference_model} with provider {provider_id}")
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await impls[Api.models].register_model(
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model_id=inference_model,
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provider_id=provider_id,
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)
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return safety_impl, shields_impl, shield
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return impls[Api.safety], impls[Api.shields], shield
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async def create_and_register_shield(
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provider_type: str, safety_model: str, shields_impl
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):
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def get_shield(provider_type: str, provider_id: str, safety_model: str):
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shield_config = {}
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shield_type = ShieldType.llama_guard
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identifier = "llama_guard"
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@ -134,8 +133,10 @@ async def create_and_register_shield(
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shield_config["guardrailVersion"] = get_env_or_fail("BEDROCK_GUARDRAIL_VERSION")
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shield_type = ShieldType.generic_content_shield
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return await shields_impl.register_shield(
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shield_id=identifier,
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return Shield(
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identifier=identifier,
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shield_type=shield_type,
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params=shield_config,
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provider_id=provider_id,
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provider_resource_id=identifier,
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)
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