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[Evaluation] Change RougeType to Enum #38131

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Merged
ninghu merged 10 commits into from
Oct 29, 2024
Merged

[Evaluation] Change RougeType to Enum #38131

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969b336
Change RougeType to Enum
ninghu Oct 28, 2024
1d37207
update test recording
ninghu Oct 28, 2024
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Merge branch 'main' into ninhu/rouge
ninghu Oct 29, 2024
6e1781f
update assets.json
ninghu Oct 29, 2024
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Merge branch 'main' into ninhu/rouge
ninghu Oct 29, 2024
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Merge branch 'main' into ninhu/rouge
ninghu Oct 29, 2024
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try to update recordings to fix the failed tests
ninghu Oct 29, 2024
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update
ninghu Oct 29, 2024
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ninghu Oct 29, 2024
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ninghu Oct 29, 2024
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Change RougeType to Enum
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@ninghu
ninghu committed Oct 28, 2024
commit 969b3361152be3e1506bf54e2b37176c4cf087d6
7 changes: 3 additions & 4 deletions sdk/evaluation/azure-ai-evaluation/azure/ai/evaluation/_evaluators/_rouge/_rouge.py
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Expand Up @@ -6,10 +6,9 @@
from promptflow._utils.async_utils import async_run_allowing_running_loop

from azure.ai.evaluation._vendor.rouge_score import rouge_scorer
from azure.core import CaseInsensitiveEnumMeta


class RougeType(str, Enum, metaclass=CaseInsensitiveEnumMeta):
class RougeType(Enum):
"""
Enumeration of ROUGE (Recall-Oriented Understudy for Gisting Evaluation) types.
"""
Expand Down Expand Up @@ -38,8 +37,8 @@ def __init__(self, rouge_type: RougeType):
self._rouge_type = rouge_type

async def __call__(self, *, ground_truth: str, response: str, **kwargs):
scorer = rouge_scorer.RougeScorer(rouge_types=[self._rouge_type])
metrics = scorer.score(ground_truth, response)[self._rouge_type]
scorer = rouge_scorer.RougeScorer(rouge_types=[self._rouge_type.value])
metrics = scorer.score(ground_truth, response)[self._rouge_type.value]
return {
"rouge_precision": metrics.precision,
"rouge_recall": metrics.recall,
Expand Down