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update scoring
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parent
fdf251234e
commit
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1 changed files with 18 additions and 6 deletions
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@ -4,10 +4,11 @@
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# This source code is licensed under the terms described in the LICENSE file in
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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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# the root directory of this source tree.
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from typing import Any, Dict, List, Optional, Protocol, runtime_checkable
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from typing import Any, Dict, List, Literal, Optional, Protocol, runtime_checkable
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from pydantic import BaseModel
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from pydantic import BaseModel, Field
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from llama_stack.apis.common.job_types import CommonJobFields
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from llama_stack.apis.scoring_functions import ScoringFn, ScoringFnParams
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from llama_stack.apis.scoring_functions import ScoringFn, ScoringFnParams
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from llama_stack.schema_utils import json_schema_type, webmethod
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from llama_stack.schema_utils import json_schema_type, webmethod
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@ -47,6 +48,18 @@ class ScoreResponse(BaseModel):
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results: Dict[str, ScoringResult]
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results: Dict[str, ScoringResult]
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@json_schema_type
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class ScoringJob(CommonJobFields):
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"""The ScoringJob object representing a scoring job that was created through API."""
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type: Literal["scoring"] = "scoring"
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# TODO: result files or result datasets ids?
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result_files: List[str] = Field(
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default_factory=list,
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description="Result files of an scoring run. Which can be queried for results.",
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)
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class ScoringFunctionStore(Protocol):
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class ScoringFunctionStore(Protocol):
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def get_scoring_function(self, scoring_fn_id: str) -> ScoringFn: ...
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def get_scoring_function(self, scoring_fn_id: str) -> ScoringFn: ...
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@ -59,15 +72,14 @@ class Scoring(Protocol):
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async def score_batch(
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async def score_batch(
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self,
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self,
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dataset_id: str,
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dataset_id: str,
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scoring_functions: Dict[str, Optional[ScoringFnParams]],
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scoring_functions: List[ScoringFnParams],
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save_results_dataset: bool = False,
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) -> ScoringJob: ...
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) -> ScoreBatchResponse: ...
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@webmethod(route="/scoring/score", method="POST")
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@webmethod(route="/scoring/score", method="POST")
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async def score(
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async def score(
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self,
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self,
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input_rows: List[Dict[str, Any]],
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input_rows: List[Dict[str, Any]],
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scoring_functions: Dict[str, Optional[ScoringFnParams]],
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scoring_functions: List[ScoringFnParams],
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) -> ScoreResponse:
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) -> ScoreResponse:
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"""Score a list of rows.
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"""Score a list of rows.
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