fix register

This commit is contained in:
Xi Yan 2025-03-15 15:15:52 -07:00
parent 2c9d624910
commit 13c7c5b6a1
3 changed files with 80 additions and 15 deletions

View file

@ -105,7 +105,9 @@ class CommonRoutingTableImpl(RoutingTable):
self.dist_registry = dist_registry
async def initialize(self) -> None:
async def add_objects(objs: List[RoutableObjectWithProvider], provider_id: str, cls) -> None:
async def add_objects(
objs: List[RoutableObjectWithProvider], provider_id: str, cls
) -> None:
for obj in objs:
if cls is None:
obj.provider_id = provider_id
@ -140,7 +142,9 @@ class CommonRoutingTableImpl(RoutingTable):
for p in self.impls_by_provider_id.values():
await p.shutdown()
def get_provider_impl(self, routing_key: str, provider_id: Optional[str] = None) -> Any:
def get_provider_impl(
self, routing_key: str, provider_id: Optional[str] = None
) -> Any:
def apiname_object():
if isinstance(self, ModelsRoutingTable):
return ("Inference", "model")
@ -178,7 +182,9 @@ class CommonRoutingTableImpl(RoutingTable):
raise ValueError(f"Provider not found for `{routing_key}`")
async def get_object_by_identifier(self, type: str, identifier: str) -> Optional[RoutableObjectWithProvider]:
async def get_object_by_identifier(
self, type: str, identifier: str
) -> Optional[RoutableObjectWithProvider]:
# Get from disk registry
obj = await self.dist_registry.get(type, identifier)
if not obj:
@ -188,9 +194,13 @@ class CommonRoutingTableImpl(RoutingTable):
async def unregister_object(self, obj: RoutableObjectWithProvider) -> None:
await self.dist_registry.delete(obj.type, obj.identifier)
await unregister_object_from_provider(obj, self.impls_by_provider_id[obj.provider_id])
await unregister_object_from_provider(
obj, self.impls_by_provider_id[obj.provider_id]
)
async def register_object(self, obj: RoutableObjectWithProvider) -> RoutableObjectWithProvider:
async def register_object(
self, obj: RoutableObjectWithProvider
) -> RoutableObjectWithProvider:
# if provider_id is not specified, pick an arbitrary one from existing entries
if not obj.provider_id and len(self.impls_by_provider_id) > 0:
obj.provider_id = list(self.impls_by_provider_id.keys())[0]
@ -245,7 +255,9 @@ class ModelsRoutingTable(CommonRoutingTableImpl, Models):
if model_type is None:
model_type = ModelType.llm
if "embedding_dimension" not in metadata and model_type == ModelType.embedding:
raise ValueError("Embedding model must have an embedding dimension in its metadata")
raise ValueError(
"Embedding model must have an embedding dimension in its metadata"
)
model = Model(
identifier=model_id,
provider_resource_id=provider_model_id,
@ -265,7 +277,9 @@ class ModelsRoutingTable(CommonRoutingTableImpl, Models):
class ShieldsRoutingTable(CommonRoutingTableImpl, Shields):
async def list_shields(self) -> ListShieldsResponse:
return ListShieldsResponse(data=await self.get_all_with_type(ResourceType.shield.value))
return ListShieldsResponse(
data=await self.get_all_with_type(ResourceType.shield.value)
)
async def get_shield(self, identifier: str) -> Optional[Shield]:
return await self.get_object_by_identifier("shield", identifier)
@ -324,14 +338,18 @@ class VectorDBsRoutingTable(CommonRoutingTableImpl, VectorDBs):
f"No provider specified and multiple providers available. Arbitrarily selected the first provider {provider_id}."
)
else:
raise ValueError("No provider available. Please configure a vector_io provider.")
raise ValueError(
"No provider available. Please configure a vector_io provider."
)
model = await self.get_object_by_identifier("model", embedding_model)
if model is None:
raise ValueError(f"Model {embedding_model} not found")
if model.model_type != ModelType.embedding:
raise ValueError(f"Model {embedding_model} is not an embedding model")
if "embedding_dimension" not in model.metadata:
raise ValueError(f"Model {embedding_model} does not have an embedding dimension")
raise ValueError(
f"Model {embedding_model} does not have an embedding dimension"
)
vector_db_data = {
"identifier": vector_db_id,
"type": ResourceType.vector_db.value,
@ -353,7 +371,9 @@ class VectorDBsRoutingTable(CommonRoutingTableImpl, VectorDBs):
class DatasetsRoutingTable(CommonRoutingTableImpl, Datasets):
async def list_datasets(self) -> ListDatasetsResponse:
return ListDatasetsResponse(data=await self.get_all_with_type(ResourceType.dataset.value))
return ListDatasetsResponse(
data=await self.get_all_with_type(ResourceType.dataset.value)
)
async def get_dataset(self, dataset_id: str) -> Optional[Dataset]:
return await self.get_object_by_identifier("dataset", dataset_id)
@ -371,9 +391,9 @@ class DatasetsRoutingTable(CommonRoutingTableImpl, Datasets):
provider_dataset_id = dataset_id
# infer provider from source
if source.type == DatasetType.rows:
if source.type == DatasetType.rows.value:
provider_id = "localfs"
elif source.type == DatasetType.uri:
elif source.type == DatasetType.uri.value:
# infer provider from uri
if source.uri.startswith("huggingface"):
provider_id = "huggingface"
@ -406,7 +426,9 @@ class DatasetsRoutingTable(CommonRoutingTableImpl, Datasets):
class ScoringFunctionsRoutingTable(CommonRoutingTableImpl, ScoringFunctions):
async def list_scoring_functions(self) -> ListScoringFunctionsResponse:
return ListScoringFunctionsResponse(data=await self.get_all_with_type(ResourceType.scoring_function.value))
return ListScoringFunctionsResponse(
data=await self.get_all_with_type(ResourceType.scoring_function.value)
)
async def get_scoring_function(self, scoring_fn_id: str) -> Optional[ScoringFn]:
return await self.get_object_by_identifier("scoring_function", scoring_fn_id)
@ -503,8 +525,12 @@ class ToolGroupsRoutingTable(CommonRoutingTableImpl, ToolGroups):
args: Optional[Dict[str, Any]] = None,
) -> None:
tools = []
tool_defs = await self.impls_by_provider_id[provider_id].list_runtime_tools(toolgroup_id, mcp_endpoint)
tool_host = ToolHost.model_context_protocol if mcp_endpoint else ToolHost.distribution
tool_defs = await self.impls_by_provider_id[provider_id].list_runtime_tools(
toolgroup_id, mcp_endpoint
)
tool_host = (
ToolHost.model_context_protocol if mcp_endpoint else ToolHost.distribution
)
for tool_def in tool_defs:
tools.append(

View file

@ -0,0 +1,24 @@
# 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 base64
import mimetypes
import os
from pathlib import Path
import pytest
# How to run this test:
#
# LLAMA_STACK_CONFIG="template-name" pytest -v tests/integration/datasets
def test_register_dataset(llama_stack_client):
dataset = llama_stack_client.datasets.register(
purpose="eval/messages-answer",
source={"type": "uri", "uri": "huggingface://llamastack/simpleqa?split=train"},
)
print(dataset)

View file

@ -0,0 +1,15 @@
from llama_stack_client import LlamaStackClient
from rich.pretty import pprint
def test_register_dataset():
client = LlamaStackClient(base_url="http://localhost:8321")
dataset = client.datasets.register(
purpose="eval/messages-answer",
source={"type": "uri", "uri": "huggingface://llamastack/simpleqa?split=train"},
)
pprint(dataset)
if __name__ == "__main__":
test_register_dataset()