forked from phoenix-oss/llama-stack-mirror
e45f121c77
* type system api * datasets api * fix * datasetio api * kill reward scoring * scoring functions + evals * move jobs, fix errors
70 lines
2 KiB
Python
70 lines
2 KiB
Python
# Copyright (c) Meta Platforms, Inc. and affiliates.
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# All rights reserved.
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#
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# This source code is licensed under the terms described in the LICENSE file in
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# the root directory of this source tree.
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from typing import Literal, Optional, Protocol, Union
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from typing_extensions import Annotated
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from llama_models.llama3.api.datatypes import * # noqa: F403
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from llama_models.schema_utils import json_schema_type, webmethod
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from llama_stack.apis.scoring_functions import * # noqa: F403
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from llama_stack.apis.agents import AgentConfig
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from llama_stack.apis.common.job_types import Job
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from llama_stack.apis.scoring import * # noqa: F403
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@json_schema_type
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class ModelCandidate(BaseModel):
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type: Literal["model"] = "model"
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model: str
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sampling_params: SamplingParams
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system_message: Optional[SystemMessage] = None
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@json_schema_type
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class AgentCandidate(BaseModel):
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type: Literal["agent"] = "agent"
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config: AgentConfig
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EvalCandidate = Annotated[
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Union[ModelCandidate, AgentCandidate], Field(discriminator="type")
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]
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@json_schema_type
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class EvaluateResponse(BaseModel):
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generations: List[Dict[str, Any]]
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# each key in the dict is a scoring function name
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scores: List[Dict[str, ScoringResult]]
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class Eval(Protocol):
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@webmethod(route="/eval/evaluate_batch", method="POST")
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async def evaluate_batch(
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self,
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dataset_id: str,
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candidate: EvalCandidate,
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scoring_functions: List[str],
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) -> Job: ...
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@webmethod(route="/eval/evaluate", method="POST")
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async def evaluate(
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self,
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input_rows: List[Dict[str, Any]],
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candidate: EvalCandidate,
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scoring_functions: List[str],
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) -> EvaluateResponse: ...
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@webmethod(route="/eval/job/status", method="GET")
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async def job_status(self, job_id: str) -> None: ...
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@webmethod(route="/eval/job/cancel", method="POST")
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async def job_cancel(self, job_id: str) -> None: ...
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@webmethod(route="/eval/job/result", method="GET")
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async def job_result(self, job_id: str) -> None: ...
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