generated from kgod/ai-review-template
36 lines
1.8 KiB
Python
36 lines
1.8 KiB
Python
"""partition_entry_text grounding: paraphrased percentages must survive (截图 GPA 丢失根因)."""
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from __future__ import annotations
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from app.claim_validator import partition_entry_text
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FACTS = [{"id": "entry_description", "field": "description", "text": "学习数据结构、计算机视觉课程。GPA: 4.3/5.0，排名前百分之10。"}]
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def test_percentage_paraphrase_is_not_quarantined() -> None:
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"""LLM 把「前百分之10」改写成「前 10%」是同一事实，不得隔离。"""
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candidate = "主修数据结构、计算机视觉等课程。GPA 4.3/5.0，年级排名前 10%。"
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optimized, suggestions, _warnings = partition_entry_text(candidate, FACTS)
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assert "10%" in optimized
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assert "4.3" in optimized
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assert suggestions == []
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def test_truly_new_numbers_are_still_quarantined() -> None:
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"""用户没提过的数字（如「提升 37%」）必须继续被隔离。"""
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facts = [{"id": "entry_description", "field": "description", "text": "完成数据库课程项目。"}]
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optimized, suggestions, _warnings = partition_entry_text("完成数据库课程项目，性能提升 37%。", facts)
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assert "37" not in optimized
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assert suggestions
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def test_bullet_line_structure_is_preserved() -> None:
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"""LLM 按行输出的 bullet 不得在防虚构分区时被拍平成一行（前端排版根因）。"""
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facts = [{"id": "entry_description", "field": "description", "text": "负责需求分析与全链路开发。使用 LangGraph 编排优化流程。完成部署上线。"}]
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candidate = "• 负责需求分析与全链路开发。\n• 使用 LangGraph 编排优化流程。\n• 完成部署上线。"
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optimized, _suggestions, _warnings = partition_entry_text(candidate, facts)
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assert optimized == candidate
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