llama-stack/llama_stack/distribution/routers/__init__.py
Xi Yan cb84034567
[Evals API][3/n] scoring_functions / scoring meta-reference implementations (#296)
* wip

* dataset validation

* test_scoring

* cleanup

* clean up test

* comments

* error checking

* dataset client

* test client:

* datasetio client

* clean up

* basic scoring function works

* scorer wip

* equality scorer

* score batch impl

* score batch

* update scoring test

* refactor

* validate scorer input

* address comments

* add all rows scores to ScoringResult

* bugfix

* scoring function def rename
2024-10-24 14:52:30 -07:00

61 lines
1.7 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.
from typing import Any
from llama_stack.distribution.datatypes import * # noqa: F403
from .routing_tables import (
DatasetsRoutingTable,
MemoryBanksRoutingTable,
ModelsRoutingTable,
ScoringFunctionsRoutingTable,
ShieldsRoutingTable,
)
async def get_routing_table_impl(
api: Api,
impls_by_provider_id: Dict[str, RoutedProtocol],
_deps,
) -> Any:
api_to_tables = {
"memory_banks": MemoryBanksRoutingTable,
"models": ModelsRoutingTable,
"shields": ShieldsRoutingTable,
"datasets": DatasetsRoutingTable,
"scoring_functions": ScoringFunctionsRoutingTable,
}
if api.value not in api_to_tables:
raise ValueError(f"API {api.value} not found in router map")
impl = api_to_tables[api.value](impls_by_provider_id)
await impl.initialize()
return impl
async def get_auto_router_impl(api: Api, routing_table: RoutingTable, _deps) -> Any:
from .routers import (
DatasetIORouter,
InferenceRouter,
MemoryRouter,
SafetyRouter,
ScoringRouter,
)
api_to_routers = {
"memory": MemoryRouter,
"inference": InferenceRouter,
"safety": SafetyRouter,
"datasetio": DatasetIORouter,
"scoring": ScoringRouter,
}
if api.value not in api_to_routers:
raise ValueError(f"API {api.value} not found in router map")
impl = api_to_routers[api.value](routing_table)
await impl.initialize()
return impl