llama-stack-mirror/llama_stack/apis/eval_tasks/eval_tasks.py
2024-11-05 14:55:59 -08:00

55 lines
1.5 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 enum import Enum
from typing import (
Any,
Dict,
List,
Literal,
Optional,
Protocol,
runtime_checkable,
Union,
)
from llama_models.schema_utils import json_schema_type, webmethod
from llama_stack.apis.common.type_system import ParamType
from pydantic import BaseModel, Field
from typing_extensions import Annotated
@json_schema_type
class EvalTaskDef(BaseModel):
identifier: str
dataset_id: str
scoring_functions: List[str]
metadata: Dict[str, Any] = Field(
default_factory=dict,
description="Metadata for this evaluation task (e.g. from GECO)",
)
@json_schema_type
class EvalTaskDefWithProvider(EvalTaskDef):
type: Literal["eval_task"] = "eval_task"
provider_id: str = Field(
description="ID of the provider which serves this dataset",
)
@runtime_checkable
class EvalTasks(Protocol):
@webmethod(route="/eval_tasks/list", method="GET")
async def list_eval_tasks(self) -> List[EvalTaskDefWithProvider]: ...
@webmethod(route="/eval_tasks/get", method="GET")
async def get_eval_tasks(self, name: str) -> Optional[EvalTaskDefWithProvider]: ...
@webmethod(route="/eval_tasks/register", method="POST")
async def register_eval_tasks(
self, function_def: EvalTaskDefWithProvider
) -> None: ...