feat(eval): populate EvalReport.per_chapter + failed_chapters in score()
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@@ -36,12 +36,19 @@ class ChapterArtifact:
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template_sections_expected: list[str]
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# 逐章评估通过阈值(基于逐章总分)
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PASS_THRESHOLD: float = 0.6
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# 内容充分性维度:文本长度达到该值即视为充分
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ADEQUACY_MIN_LEN: int = 15
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@dataclass
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class EvalReport:
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dimensions: list[DimensionScore]
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total_score: float
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passed: bool
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failed_chapters: list[str] = field(default_factory=list)
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per_chapter: list["EvalReport"] = field(default_factory=list)
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# 维度默认通过阈值
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@@ -75,7 +82,20 @@ class ChapterScorer:
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total = sum(d.score for d in dimensions) / len(dimensions) if dimensions else 0.0
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passed = all(d.passed for d in dimensions)
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return EvalReport(dimensions=dimensions, total_score=round(total, 4), passed=passed)
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# 逐章评估:对每一章节独立评分,收集 per_chapter,并标记未达标章节
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per_chapter = [self._score_chapter(ch, source) for ch in chapters]
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failed_chapters = [
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ch.chapter_id for ch, r in zip(chapters, per_chapter) if r.failed_chapters
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]
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return EvalReport(
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dimensions=dimensions,
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total_score=round(total, 4),
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passed=passed,
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failed_chapters=failed_chapters,
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per_chapter=per_chapter,
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)
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# ---------- 确定性维度 ----------
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@@ -123,3 +143,35 @@ class ChapterScorer:
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avg = sum(s.score for s in scores) / len(scores) if scores else 0.5
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detail = " | ".join(s.detail for s in scores) if scores else "no chapters"
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return DimensionScore(name, round(avg, 4), all(s.passed for s in scores), detail)
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# ---------- 逐章评估 ----------
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def _score_chapter(self, chapter: ChapterArtifact, source: StructuredSource) -> EvalReport:
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"""对单个章节独立评分,返回该章节的 EvalReport。
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复用确定性维度逻辑(可追溯性/占位符残留)并计算内容充分性,
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总分低于 PASS_THRESHOLD 即判该章节失败。
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"""
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dims = [
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self._traceability([chapter], source),
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self._placeholder_residue([chapter]),
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self._adequacy(chapter),
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]
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total = sum(d.score for d in dims) / len(dims) if dims else 0.0
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failed = (not all(d.passed for d in dims)) or total < PASS_THRESHOLD
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return EvalReport(
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dimensions=dims,
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total_score=round(total, 4),
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passed=not failed,
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failed_chapters=[chapter.chapter_id] if failed else [],
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per_chapter=[],
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)
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def _adequacy(self, chapter: ChapterArtifact) -> DimensionScore:
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"""内容充分性:基于正文字本长度启发式判定章节是否充分。"""
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text = chapter.text or ""
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score = 1.0 if len(text) >= ADEQUACY_MIN_LEN else 0.3
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passed = score >= PASS_THRESHOLD
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return DimensionScore(
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"adequacy", score, passed, f"内容长度 {len(text)}(充分阈值 {ADEQUACY_MIN_LEN})"
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)
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@@ -0,0 +1,82 @@
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"""Phase5-T11(缩减版):验证 EvalReport.per_chapter 与 failed_chapters 被正确填充。
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真实 score() 签名为 score(chapters: list[ChapterArtifact], source: StructuredSource),
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故测试按真实签名构造输入(使用 ChapterArtifact)。
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"""
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from __future__ import annotations
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from genesis.data_models import (
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CellValue,
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ExcelTable,
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ParsedTemplate,
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Provenance,
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SheetType,
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StructuredSource,
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)
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from genesis.eval.scorer import ChapterArtifact, ChapterScorer, EvalReport
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def _source() -> StructuredSource:
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cell = CellValue(
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value="登録",
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provenance=Provenance(file_name="f.xlsx", sheet_name="機能一覧", row=3, column="C", column_header="x"),
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)
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table = ExcelTable(
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name="機能一覧", detected_type=SheetType.FUNCTION,
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extraction_method="structured", headers=["v"], rows=[{"v": cell}],
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)
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return StructuredSource(
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tables=[table],
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template=ParsedTemplate(file_name="t.docx", sections=[], placeholders={}, styles={}),
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rule_docs=[], image_analyses=[], existing_system=None, comments=[],
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)
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def _artifact(cid: str, text: str) -> ChapterArtifact:
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return ChapterArtifact(
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chapter_id=cid, text=text, source_uris=[], template_sections_expected=[cid],
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)
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def test_score_populates_per_chapter_and_failed():
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source = _source()
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good = _artifact("a", "充分且规范的说明内容,满足写入规则要求。")
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bad = _artifact("b", "x") # 过短/不充分 -> 应判失败
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report: EvalReport = ChapterScorer().score([good, bad], source)
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assert isinstance(report.per_chapter, list)
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assert len(report.per_chapter) == 2
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assert all(isinstance(r, EvalReport) for r in report.per_chapter)
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assert isinstance(report.failed_chapters, list)
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assert "b" in report.failed_chapters # 不充分章节被标记
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def test_per_chapter_reports_have_dimensions():
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source = _source()
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artifacts = [_artifact("a", "充分且规范的说明内容,满足写入规则要求。"), _artifact("b", "x")]
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report = ChapterScorer().score(artifacts, source)
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for r in report.per_chapter:
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assert len(r.dimensions) > 0
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assert 0.0 <= r.total_score <= 1.0
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def test_per_chapter_failed_chapters_aligns():
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"""每个逐章报告自身的 failed_chapters 应与顶层 failed_chapters 一致。"""
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source = _source()
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artifacts = [_artifact("a", "充分且规范的说明内容,满足写入规则要求。"), _artifact("b", "x")]
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report = ChapterScorer().score(artifacts, source)
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failed_ids = {ch for ch in report.failed_chapters}
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for ch, r in zip(artifacts, report.per_chapter):
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if ch.chapter_id in failed_ids:
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assert ch.chapter_id in r.failed_chapters
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else:
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assert r.failed_chapters == []
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def test_empty_chapters_backward_compatible():
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"""空章节输入:向后兼容,per_chapter/failed_chapters 为空列表。"""
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source = _source()
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report = ChapterScorer().score([], source)
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assert report.per_chapter == []
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assert report.failed_chapters == []
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assert report.total_score == 1.0
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