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38 lines
1.0 KiB
Python
38 lines
1.0 KiB
Python
from promptflow.core import tool
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from typing import List
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@tool
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def match(answer: List[str], ground_truth: List[str]):
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exact_match = 0
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partial_match = 0
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if is_match(answer, ground_truth, ignore_case=True, ignore_order=True, allow_partial=False):
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exact_match = 1
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if is_match(answer, ground_truth, ignore_case=True, ignore_order=True, allow_partial=True):
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partial_match = 1
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return {"exact_match": exact_match, "partial_match": partial_match, "answer": answer, "ground_truth": ground_truth}
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def is_match(
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answer: List[str],
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ground_truth: List[str],
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ignore_case: bool,
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ignore_order: bool,
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allow_partial: bool) -> bool:
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if ignore_case:
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answer = [a.lower() for a in answer]
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ground_truth = [g.lower() for g in ground_truth]
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if ignore_order:
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answer.sort()
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ground_truth.sort()
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if allow_partial:
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x = [a for a in answer if a in ground_truth]
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return x == answer
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return answer == ground_truth
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