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[Evals API][10/n] API updates for EvalTaskDef + new test migration (#379)

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* wip

* scoring fn api

* eval api

* eval task

* evaluate api update

* pre commit

* unwrap context -> config

* config field doc

* typo

* naming fix

* separate benchmark / app eval

* api name

* rename

* wip tests

* wip

* datasetio test

* delete unused

* fixture

* scoring resolve

* fix scoring register

* scoring test pass

* score batch

* scoring fix

* fix eval

* test eval works

* remove type ignore

* api refactor

* add default task_eval_id for routing

* add eval_id for jobs

* remove type ignore

* only keep 1 run_eval

* fix optional

* register task required

* register task required

* delete old tests

* delete old tests

* fixture return impl
This commit is contained in:
Xi Yan 2024-11-07 21:24:12 -08:00 • committed by GitHub
parent 8350f2df4c
commit 6192bf43a4
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32 changed files with 916 additions and 389 deletions
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26
llama_stack/distribution/routers/routing_tables.py
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@ -12,6 +12,8 @@ from llama_stack.apis.models import * # noqa: F403
from llama_stack.apis.shields import * # noqa: F403
from llama_stack.apis.memory_banks import * # noqa: F403
from llama_stack.apis.datasets import * # noqa: F403
from llama_stack.apis.eval_tasks import * # noqa: F403
from llama_stack.distribution.store import DistributionRegistry
from llama_stack.distribution.datatypes import * # noqa: F403
@ -40,6 +42,8 @@ async def register_object_with_provider(obj: RoutableObject, p: Any) -> None:
await p.register_dataset(obj)
elif api == Api.scoring:
await p.register_scoring_function(obj)
elif api == Api.eval:
await p.register_eval_task(obj)
else:
raise ValueError(f"Unknown API {api} for registering object with provider")
@ -103,6 +107,11 @@ class CommonRoutingTableImpl(RoutingTable):
scoring_functions = await p.list_scoring_functions()
await add_objects(scoring_functions, pid, ScoringFnDefWithProvider)
elif api == Api.eval:
p.eval_task_store = self
eval_tasks = await p.list_eval_tasks()
await add_objects(eval_tasks, pid, EvalTaskDefWithProvider)
async def shutdown(self) -> None:
for p in self.impls_by_provider_id.values():
await p.shutdown()
@ -121,6 +130,8 @@ class CommonRoutingTableImpl(RoutingTable):
return ("DatasetIO", "dataset")
elif isinstance(self, ScoringFunctionsRoutingTable):
return ("Scoring", "scoring_function")
elif isinstance(self, EvalTasksRoutingTable):
return ("Eval", "eval_task")
else:
raise ValueError("Unknown routing table type")
@ -246,9 +257,9 @@ class DatasetsRoutingTable(CommonRoutingTableImpl, Datasets):
await self.register_object(dataset_def)
class ScoringFunctionsRoutingTable(CommonRoutingTableImpl, Scoring):
class ScoringFunctionsRoutingTable(CommonRoutingTableImpl, ScoringFunctions):
async def list_scoring_functions(self) -> List[ScoringFnDefWithProvider]:
return await self.get_all_with_type("scoring_function")
return await self.get_all_with_type("scoring_fn")
async def get_scoring_function(
self, name: str
@ -259,3 +270,14 @@ class ScoringFunctionsRoutingTable(CommonRoutingTableImpl, Scoring):
self, function_def: ScoringFnDefWithProvider
) -> None:
await self.register_object(function_def)
class EvalTasksRoutingTable(CommonRoutingTableImpl, EvalTasks):
async def list_eval_tasks(self) -> List[ScoringFnDefWithProvider]:
return await self.get_all_with_type("eval_task")
async def get_eval_task(self, name: str) -> Optional[EvalTaskDefWithProvider]:
return await self.get_object_by_identifier(name)
async def register_eval_task(self, eval_task_def: EvalTaskDefWithProvider) -> None:
await self.register_object(eval_task_def)