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Botao Chen 2025-03-16 23:16:11 -07:00
parent b56b06037c
commit 91ef7081d8
8 changed files with 3436 additions and 1 deletions
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11
llama_stack/providers/utils/scoring/aggregation_utils.py
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@ -28,6 +28,17 @@ def aggregate_average(scoring_results: List[ScoringResultRow]) -> Dict[str, Any]
}
def aggregate_weighted_average(scoring_results: List[ScoringResultRow]) -> Dict[str, Any]:
return {
"weighted_average": sum(
result["score"] * result["weight"]
for result in scoring_results
if result["score"] is not None and result["weight"] is not None
)
/ sum(result["weight"] for result in scoring_results if result["weight"] is not None),
}
def aggregate_categorical_count(
scoring_results: List[ScoringResultRow],
) -> Dict[str, Any]: