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Generalize retry rendering for run-002 and run-003

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이경민
2026-04-03 17:41:42 +09:00
parent 62d75f53ed
commit 6cf4b2ec33
58 changed files with 1023 additions and 1012 deletions
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103
scripts/auto_loop_runner.py
View File

@@ -51,7 +51,7 @@ def zone_overflow_names(measurement: dict) -> list[str]:
return names
def validate_outputs(generated: dict, measurement: dict) -> tuple[str, list[str], list[str]]:
def validate_outputs(generated: dict, measurement: dict, required_titles: list[str], run_mode: str) -> tuple[str, list[str], list[str]]:
body_html = generated.get("body_html", "")
sidebar_html = generated.get("sidebar_html", "")
footer_html = generated.get("footer_html", "")
@@ -71,28 +71,41 @@ def validate_outputs(generated: dict, measurement: dict) -> tuple[str, list[str]
failures.append("Verify-RenderZone")
actions.append(f"overflow가 발생한 zone({', '.join(zone_overflows)})의 content budget, block 수, typography를 재조정한다.")
core_message_ok = all(any(marker in visible_text for marker in variants) for variants in CORE_MESSAGE_MARKERS)
if not core_message_ok:
failures.append("Verify-CoreMessage")
actions.append("원문 표현을 유지하되 `상위 개념`과 `핵심 기술/핵심 인프라 기술` 판단이 가시 텍스트에 분명히 드러나도록 정리한다.")
if '???' in visible_text or '?? ??' in visible_text:
failures.append("Verify-Placeholder")
actions.append("placeholder나 깨진 라벨을 제거하고, 원문 제목/문장으로 다시 채운다.")
if IMAGE_REFERENCE_KEY not in visible_text:
failures.append("Verify-ImageRef")
actions.append("이미지/도해 참조 문구 `DX와 핵심기술간 상호관계`를 숨김 영역이 아닌 가시 블록으로 유지한다.")
matched_titles = sum(1 for title in required_titles if title and title in visible_text)
if matched_titles < max(2, min(len(required_titles), 3)):
failures.append("Verify-SectionTitles")
actions.append("원문 섹션 제목을 가시 텍스트에 더 직접적으로 유지한다.")
comparison_visible = (COMPARISON_MARKER in body_html) and all(key in visible_text for key in COMPARE_KEYS)
if not comparison_visible:
failures.append("Verify-ComparisonVisible")
actions.append("비교 핵심 4축(범위, 프로세스, 성과품, 확장성)을 화면에 바로 보이는 요약 블록으로 강제한다.")
if run_mode == 'run001':
core_message_ok = all(any(marker in visible_text for marker in variants) for variants in CORE_MESSAGE_MARKERS)
if not core_message_ok:
failures.append("Verify-CoreMessage")
actions.append("원문 표현을 유지하되 `상위 개념`과 `핵심 기술/핵심 인프라 기술` 판단이 가시 텍스트에 분명히 드러나도록 정리한다.")
if RELATION_MARKER not in body_html:
failures.append("Verify-DesignStructure")
actions.append("핵심 관계를 설명하는 시각적 관계도 블록을 본문 중심 구조로 유지한다.")
if IMAGE_REFERENCE_KEY not in visible_text:
failures.append("Verify-ImageRef")
actions.append("이미지/도해 참조 문구 `DX와 핵심기술간 상호관계`를 숨김 영역이 아닌 가시 블록으로 유지한다.")
comparison_visible = (COMPARISON_MARKER in body_html) and all(key in visible_text for key in COMPARE_KEYS)
if not comparison_visible:
failures.append("Verify-ComparisonVisible")
actions.append("비교 핵심 4축(범위, 프로세스, 성과품, 확장성)을 화면에 바로 보이는 요약 블록으로 강제한다.")
if RELATION_MARKER not in body_html:
failures.append("Verify-DesignStructure")
actions.append("핵심 관계를 설명하는 시각적 관계도 블록을 본문 중심 구조로 유지한다.")
else:
if len(re.sub(r'\s+', ' ', visible_text).strip()) < 260:
failures.append("Verify-ContentDensity")
actions.append("본문과 보조 영역의 원문 문장 보존량을 높여 내용 밀도를 보강한다.")
if not body_html or not sidebar_html:
failures.append("Verify-DesignStructure")
actions.append("body와 sidebar의 역할을 분리하여 섹션별 배치를 다시 잡는다.")
narrative_markers = ["\uc6a9\uc5b4\uc758 \ud63c\uc6a9", "\ud63c\uc6a9 \ub300\ud45c \uc0ac\ub840", "\uc6a9\uc5b4 \uc815\uc758", "\uc6a9\uc5b4\uac04 \uc0c1\ud638\uad00\uacc4", "DX\uc640 BIM\uc758 \uad6c\ubd84", "\ud575\uc2ec \uc694\uc57d"]
if sum(1 for marker in narrative_markers if marker in visible_text) < 4:
failures.append("Verify-DesignNarrative")
actions.append("\uc6d0\ubb38 \uc8fc\uc694 \uc18c\uc81c\ubaa9(\uc6a9\uc5b4\uc758 \ud63c\uc6a9, \uc0ac\ub840, \uc815\uc758, \uc0c1\ud638\uad00\uacc4, \ube44\uad50, \uc694\uc57d)\uacfc \uc77d\uae30 \uc21c\uc11c\uac00 \uac00\uc2dc \ud14d\uc2a4\ud2b8\uc5d0 \uc720\uc9c0\ub418\ub3c4\ub85d \uc7ac\uad6c\uc131\ud55c\ub2e4.")
if failures:
return "revise", sorted(set(failures)), list(dict.fromkeys(actions))
return "pass", [], []
@@ -238,23 +251,38 @@ def load_stage_artifacts(output_dir: Path) -> dict[str, Any]:
return artifacts
def derive_retry_plan(failures: list[str], artifacts: dict[str, Any]) -> dict[str, Any]:
def derive_retry_plan(failures: list[str], artifacts: dict[str, Any], stage1b_data: dict[str, Any], run_mode: str) -> dict[str, Any]:
stage_1_5b = artifacts.get("stage_1_5b_context.json", {})
stage_2v = artifacts.get("stage_2_verification.json", {})
rollback_stage = "stage_2"
reasons: list[str] = []
mutations: list[dict[str, Any]] = []
concepts = stage1b_data.get("concepts", [])
topic_ids = [c.get("topic_id") for c in concepts if c.get("topic_id")]
if any(f in failures for f in ["Verify-CoreMessage", "Verify-ImageRef", "Verify-ComparisonVisible", "Verify-DesignStructure"]):
rollback_stage = "stage_1b"
reasons.append("가시 메시지/관계도/비교 요약이 부족하여 topic 표현 지시를 다시 강화해야 함")
mutations.extend([
{"topic_id": 2, "change": "summary", "strategy": "core_message_strengthen"},
{"topic_id": 3, "change": "expression_hint", "strategy": "force_relation_diagram_visible"},
{"topic_id": 5, "change": "expression_hint", "strategy": "force_visible_comparison_summary"},
{"topic_id": 6, "change": "summary", "strategy": "strong_footer_conclusion"},
])
if run_mode == 'run001':
if any(f in failures for f in ["Verify-CoreMessage", "Verify-ImageRef", "Verify-ComparisonVisible", "Verify-DesignStructure", "Verify-SectionTitles", "Verify-Placeholder"]):
rollback_stage = "stage_1b"
reasons.append("가시 메시지/관계도/비교 요약이 부족하여 topic 표현 지시를 다시 강화해야 함")
mutations.extend([
{"topic_id": 2, "change": "summary", "strategy": "core_message_strengthen"},
{"topic_id": 3, "change": "expression_hint", "strategy": "force_relation_diagram_visible"},
{"topic_id": 5, "change": "expression_hint", "strategy": "force_visible_comparison_summary"},
{"topic_id": 6, "change": "summary", "strategy": "strong_footer_conclusion"},
])
else:
if any(f in failures for f in ["Verify-Placeholder", "Verify-SectionTitles", "Verify-ContentDensity", "Verify-DesignStructure"]):
rollback_stage = "stage_1b"
reasons.append("원문 섹션 제목과 내용 밀도를 더 직접적으로 살리도록 generic topic 표현을 강화해야 함")
if len(topic_ids) >= 1:
mutations.append({"topic_id": topic_ids[0], "change": "summary", "strategy": "strengthen_intro_from_source"})
if len(topic_ids) >= 2:
mutations.append({"topic_id": topic_ids[1], "change": "summary", "strategy": "strengthen_main_from_source"})
if len(topic_ids) >= 3:
mutations.append({"topic_id": topic_ids[2], "change": "summary", "strategy": "strengthen_support_from_source"})
if len(topic_ids) >= 4:
mutations.append({"topic_id": topic_ids[-1], "change": "summary", "strategy": "strong_footer_conclusion_generic"})
if any(f in failures for f in ["Verify-RenderZone", "Verify-RenderSlide"]):
if rollback_stage != "stage_1b":
@@ -318,6 +346,14 @@ def apply_retry_plan_to_stage1b(stage1b_path: Path, retry_plan: dict[str, Any],
elif strategy == "reduce_density_and_split_visibility":
concept["summary"] = compact_text(summary, preserve_80_percent(summary, floor=90, ceiling=200))
concept["expression_hint"] = ensure_phrase(hint, "표현 밀도를 낮추고, 장문 설명 대신 짧은 bullet/card 구조로 나눈다.")
elif strategy == "strengthen_intro_from_source":
concept["expression_hint"] = ensure_phrase(hint, "첫 섹션 제목과 핵심 bullet을 그대로 가시 블록으로 유지한다.")
elif strategy == "strengthen_main_from_source":
concept["expression_hint"] = ensure_phrase(hint, "둘째 섹션의 원문 bullet과 소제목을 직접적으로 유지한다.")
elif strategy == "strengthen_support_from_source":
concept["expression_hint"] = ensure_phrase(hint, "보조 섹션도 placeholder 없이 원문 bullet 중심으로 노출한다.")
elif strategy == "strong_footer_conclusion_generic":
concept["expression_hint"] = ensure_phrase(hint, "핵심 요약 문장을 footer에서 축약하지 말고 직접 노출한다.")
write_json(stage1b_path, data)
retry_plan_path = stage1b_path.parent / "retry-plan.json"
@@ -452,7 +488,11 @@ KPI / 판정 결과
generated = read_json(generated_path)
measurement = read_json(measurement_path)
status, failures, actions = validate_outputs(generated, measurement)
stage1a_data = read_json(stage1a)
required_titles = [item.get("title", "") for item in stage1a_data.get("topics", [])]
topic_count = len(required_titles)
run_mode = "run001" if topic_count >= 5 else "generic"
status, failures, actions = validate_outputs(generated, measurement, required_titles, run_mode)
final_html_text = final_html_path.read_text(encoding="utf-8")
if 'width:100%; height:28px' in final_html_text:
status = "revise"
@@ -462,7 +502,7 @@ KPI / 판정 결과
if status != "pass" and iteration < args.max_iterations:
artifacts = load_stage_artifacts(output_dir)
retry_plan = derive_retry_plan(failures, artifacts)
retry_plan = derive_retry_plan(failures, artifacts, read_json(stage1b), run_mode)
apply_retry_plan_to_stage1b(stage1b, retry_plan, iteration)
validation_path.write_text(build_validation_markdown(args.run_id, status, failures, actions, measurement, retry_plan), encoding="utf-8")
@@ -543,3 +583,4 @@ KPI / 판정 결과
if __name__ == "__main__":
main()

350
scripts/run_from_artifacts.py
View File

@@ -335,6 +335,25 @@ def _plain_text(value: str) -> str:
text = re.sub(r'\s+', ' ', text).strip()
return text
def _bulletish_lines(text: str, limit: int = 6) -> list[str]:
normalized = re.sub(r"\s+", " ", text or "").strip()
if not normalized:
return []
parts = re.split(r"(?:•|\*\*[^*]+\*\*:?|\s+-\s+|\.\s+)", normalized)
cleaned = []
for part in parts:
item = re.sub(r"\s+", " ", part).strip(" -•")
if not item:
continue
if len(item) < 6:
continue
cleaned.append(item)
if cleaned:
return cleaned[:limit]
sentences = [s.strip() for s in re.split(r"(?<=[.!?])\s+", normalized) if s.strip()]
return sentences[:limit]
def _markdown_section(text: str, start_marker: str, end_marker: str | None = None) -> str:
start = text.find(start_marker)
if start == -1:
@@ -546,40 +565,183 @@ def _relation_visual(image_src: str, caption: str) -> str:
)
def _is_run001_style_document(ctx: PipelineContext, raw: str) -> bool:
relation_types = {getattr(t, 'relation_type', '') for t in ctx.topics}
if {'hierarchy', 'comparison', 'definition', 'problem'} & relation_types:
return True
return all(keyword in raw for keyword in ['건설산업', 'BIM', 'DX']) and bool(_parse_comparison_rows_from_raw(raw))
def _section_card(title: str, lines: list[str], tone: str = 'blue') -> str:
palette = {
'orange': ('#fff7ed', '#fdba74', '#9a3412'),
'blue': ('#eff6ff', '#93c5fd', '#1e3a8a'),
'slate': ('#f8fafc', '#cbd5e1', '#334155'),
'green': ('#ecfdf5', '#86efac', '#166534'),
}
bg, border, text = palette.get(tone, palette['blue'])
items_html = ''.join(
f'<li style="margin-left:16px; margin-bottom:6px;">{_trim_visible_copy(item, floor=160, ceiling=460)}</li>'
for item in lines if item
)
return (
f'<div style="background:{bg}; border:1px solid {border}; border-radius:14px; padding:12px 14px;">'
f'<div style="font-size:13px; font-weight:900; color:{text}; margin-bottom:8px;">{title}</div>'
f'<ul style="font-size:10.4px; line-height:1.6; color:#334155; padding-left:0; margin:0; list-style:disc;">{items_html}</ul>'
'</div>'
)
def _component_placeholder(title: str, summary: str) -> str:
return (
'<div style="background:#ffffff; border:1px dashed #94a3b8; border-radius:14px; padding:14px;">'
f'<div style="font-size:13px; font-weight:900; color:#334155; margin-bottom:8px;">{title}</div>'
f'<div style="font-size:10.4px; line-height:1.62; color:#475569;">{_trim_visible_copy(summary, floor=240, ceiling=560)}</div>'
'</div>'
)
def _build_stage2_retry_html(ctx: PipelineContext, retry_plan: dict) -> dict:
raw = ctx.raw_content or ''
is_run001_style = _is_run001_style_document(ctx, raw)
problem_topic = _topic(ctx, 1)
definitions_topic = _topic(ctx, 2)
relation_topic = _topic(ctx, 3)
evidence_topic = _topic(ctx, 4)
comparison_topic = _topic(ctx, 5)
if is_run001_style:
problem_topic = _topic(ctx, 1)
definitions_topic = _topic(ctx, 2)
relation_topic = _topic(ctx, 3)
evidence_topic = _topic(ctx, 4)
comparison_topic = _topic(ctx, 5)
problem_title = problem_topic.title if problem_topic and problem_topic.title else '??? ??'
definitions_title = definitions_topic.title if definitions_topic and definitions_topic.title else '?? ??'
relation_title = relation_topic.title if relation_topic and relation_topic.title else '??? ????'
evidence_title = evidence_topic.title if evidence_topic and evidence_topic.title else '?? ?? ??'
comparison_title = comparison_topic.title if comparison_topic and comparison_topic.title else 'DX? BIM? ??'
problem_title = problem_topic.title if problem_topic and problem_topic.title else '용어의 혼용'
definitions_title = definitions_topic.title if definitions_topic and definitions_topic.title else '용어 정의'
relation_title = relation_topic.title if relation_topic and relation_topic.title else '용어간 상호관계'
evidence_title = evidence_topic.title if evidence_topic and evidence_topic.title else '혼용 대표 사례'
comparison_title = comparison_topic.title if comparison_topic and comparison_topic.title else 'DX와 BIM의 구분'
problem_bullets = _problem_bullets_from_raw(raw)[:2]
all_evidence_bullets = _evidence_bullets_from_raw(raw)
evidence_bullets = all_evidence_bullets[:2]
definition_sections = _definition_sections_from_raw(raw)[:3]
relation_bullets = _relation_bullets_from_raw(raw)[:5]
comparison_rows = _parse_comparison_rows_from_raw(raw)
problem_bullets = _problem_bullets_from_raw(raw)[:2]
all_evidence_bullets = _evidence_bullets_from_raw(raw)
evidence_bullets = all_evidence_bullets[:2]
definition_sections = _definition_sections_from_raw(raw)[:3]
relation_bullets = _relation_bullets_from_raw(raw)[:5]
comparison_rows = _parse_comparison_rows_from_raw(raw)
preferred_axes = ['??', '????', '???', '???']
picked_rows = [row for row in comparison_rows if row[0] in preferred_axes]
if len(picked_rows) < 4:
seen = {row[0] for row in picked_rows}
for row in comparison_rows:
if row[0] not in seen:
picked_rows.append(row)
seen.add(row[0])
if len(picked_rows) >= 4:
break
picked_rows = picked_rows[:4]
preferred_axes = ['범위', '프로세스', '성과품', '확장성']
picked_rows = [row for row in comparison_rows if row[0] in preferred_axes]
if len(picked_rows) < 4:
seen = {row[0] for row in picked_rows}
for row in comparison_rows:
if row[0] not in seen:
picked_rows.append(row)
seen.add(row[0])
if len(picked_rows) >= 4:
break
picked_rows = picked_rows[:4]
image_src = _extract_image_src_from_raw(raw)
if image_src and ctx.base_path:
candidate = Path(ctx.base_path) / image_src.lstrip('/\\').replace('/', '\\')
if not candidate.exists():
image_src = ''
else:
image_src = ''
image_caption = _extract_caption_from_raw(raw)
conclusion_text = _conclusion_from_raw(raw)
problem_items_html = ''.join(
f'<li style="margin-left:16px; margin-bottom:5px;">{_trim_visible_copy(item, floor=130, ceiling=280)}</li>'
for item in problem_bullets
)
evidence_items_html = ''.join(
f'<li style="margin-left:16px; margin-bottom:5px;">{_trim_visible_copy(item, floor=140, ceiling=320)}</li>'
for item in evidence_bullets
)
relation_items_html = ''.join(
f'<li style="margin-left:18px; margin-bottom:6px;">{_trim_visible_copy(item, floor=120, ceiling=260)}</li>'
for item in relation_bullets
)
definition_cards_html = ''
for idx, section in enumerate(definition_sections, start=1):
definition_cards_html += (
'<div style="background:#ffffff; border:1px solid #d7e2f0; border-radius:14px; padding:12px; display:flex; gap:10px; align-items:flex-start; min-height:108px;">'
f'<div style="width:34px; height:34px; border-radius:999px; background:#2563eb; color:#fff; font-size:15px; font-weight:800; display:flex; align-items:center; justify-content:center; flex-shrink:0;">{idx}</div>'
'<div style="flex:1;">'
f'<div style="font-size:13px; font-weight:800; color:#0f172a; margin-bottom:6px; line-height:1.35;">{section["title"]}</div>'
f'<div style="font-size:10px; line-height:1.58; color:#334155; word-break:keep-all;">{_trim_visible_copy(section["body"], floor=220, ceiling=520)}</div>'
'</div></div>'
)
comparison_rows_html = ''
for axis, dx, bim in picked_rows:
comparison_rows_html += (
'<div style="display:grid; grid-template-columns:1fr 86px 1fr; border-top:1px solid #dbe5f2; align-items:stretch;">'
f'<div style="padding:7px 10px; font-size:9.8px; line-height:1.42; color:#1e3a8a; font-weight:600; background:#ffffff;">{_trim_visible_copy(dx, floor=110, ceiling=220)}</div>'
f'<div style="padding:7px 6px; font-size:9.6px; line-height:1.25; color:#1d4ed8; font-weight:800; text-align:center; background:#eff6ff; border-left:1px solid #dbe5f2; border-right:1px solid #dbe5f2; display:flex; align-items:center; justify-content:center;">{axis}</div>'
f'<div style="padding:7px 10px; font-size:9.8px; line-height:1.42; color:#475569; text-align:right; background:#ffffff;">{_trim_visible_copy(bim, floor=110, ceiling=220)}</div>'
'</div>'
)
evidence_popup_html = _popup_overlay('popup-evidence', evidence_title, _popup_list_html(all_evidence_bullets, floor=220, ceiling=520))
comparison_popup_html = _popup_overlay('popup-comparison', comparison_title, _popup_comparison_table(comparison_rows))
intro_html = (
'<div style="background:linear-gradient(135deg,#fff5f5 0%,#ffe8e8 100%); border:2px solid #f8a4a4; border-radius:12px; padding:12px 16px;">'
'<div style="display:flex; gap:12px; align-items:flex-start;">'
'<div style="font-size:24px; line-height:1; color:#f59e0b; margin-top:2px;">&#9888;</div>'
'<div style="flex:1;">'
f'<div style="font-size:12.5px; font-weight:900; color:#b42318; margin-bottom:6px;">{problem_title}</div>'
f'<ul style="font-size:9.4px; line-height:1.5; color:#7a271a; padding-left:0; margin:0 0 6px 0; list-style:disc;">{problem_items_html}</ul>'
f'<div style="font-size:9px; line-height:1.42; color:#9a3412; margin-top:4px;"><span style="font-weight:800;">{evidence_title}</span></div>'
f'<ul style="font-size:8.9px; line-height:1.42; color:#9a3412; padding-left:0; margin:2px 0 0 0; list-style:disc;">{evidence_items_html}</ul>'
f'{_popup_button("popup-evidence", "상세 사례")}'
'<div style="margin-top:8px; background:#991b1b; color:#ffffff; border-radius:4px; padding:5px 10px; font-size:10px; font-weight:800; word-break:keep-all;">→ 각 용어의 정의, 역할, 상호관계에 대한 체계적 정리 필요</div>'
'</div></div></div>'
)
relation_html = (
'<div style="background:#ffffff; border:1px solid #d6e2ef; border-radius:14px; padding:10px 12px;">'
f'<div style="font-size:14px; font-weight:900; color:#1f3b63; margin-bottom:6px;">{relation_title}</div>'
'<div style="display:grid; grid-template-columns:250px 1fr; gap:14px; align-items:start;">'
'<div>'
f'{_relation_visual(image_src, image_caption).replace("height:220px", "height:210px").replace("padding:10px", "padding:12px")}'
f'<div style="margin-top:8px; background:#dcfce7; border:1px solid #86efac; color:#166534; font-size:9px; line-height:1.3; border-radius:999px; padding:4px 10px; text-align:center;">{image_caption}</div>'
'</div>'
'<div style="display:flex; flex-direction:column; gap:8px;">'
f'<ul style="font-size:9px; line-height:1.46; color:#334155; padding-left:0; margin:0; list-style:disc;">{relation_items_html}</ul>'
'<div style="margin-top:4px; border:1px solid #b9d3ff; border-radius:10px; overflow:hidden;">'
'<div style="display:grid; grid-template-columns:1fr 86px 1fr; background:linear-gradient(135deg,#0d47a1,#1565c0); color:#fff; font-weight:800; font-size:12px; text-align:center;">'
'<div style="padding:7px 10px;">DX</div>'
'<div style="padding:7px 6px; background:rgba(0,0,0,0.14); font-size:11px;">구분</div>'
'<div style="padding:7px 10px;">BIM</div>'
'</div>'
f'{comparison_rows_html}'
'</div>'
f'{_popup_button("popup-comparison", "상세 비교 보기")}'
'</div></div></div>'
)
body_html = '<div style="width:100%; height:100%; box-sizing:border-box; font-family:Segoe UI,sans-serif; color:#0f172a; display:flex; flex-direction:column; gap:8px;">' + intro_html + relation_html + evidence_popup_html + comparison_popup_html + '</div>'
sidebar_html = '<div style="width:100%; height:100%; box-sizing:border-box; font-family:Segoe UI,sans-serif; display:flex; flex-direction:column; gap:10px;">' + f'<div style="font-size:12px; font-weight:800; color:#475569; padding:2px 6px;">{definitions_title}</div>' + definition_cards_html + '</div>'
footer_html = '<div style="background:linear-gradient(135deg, #0b6ef3 0%, #17a6f5 100%); border-radius:10px; padding:10px 20px; text-align:center; color:#ffffff; width:100%; height:58px; display:flex; align-items:center; justify-content:center; box-sizing:border-box;">' + f'<div style="font-size:13px; font-weight:900; line-height:1.35;">{conclusion_text}</div>' + '</div>'
return {'body_html': body_html, 'sidebar_html': sidebar_html, 'footer_html': footer_html, 'reasoning': 'retry regrouping by content importance: grouped problem+evidence with popup details, relation block, visible comparison summary with full popup, numbered definition cards'}
main_topics = [t for t in ctx.topics if getattr(t, 'layer', '') != 'conclusion']
intro_topic = main_topics[0] if len(main_topics) > 0 else None
body_topic = main_topics[1] if len(main_topics) > 1 else None
support_topic = main_topics[2] if len(main_topics) > 2 else None
conclusion_topic = next((t for t in ctx.topics if getattr(t, 'layer', '') == 'conclusion'), ctx.topics[-1] if ctx.topics else None)
intro_title = intro_topic.title if intro_topic and intro_topic.title else ctx.analysis.title
body_title = body_topic.title if body_topic and body_topic.title else '본문'
support_title = support_topic.title if support_topic and support_topic.title else '보조 정보'
conclusion_text = _prefer_source_text(conclusion_topic, ctx.analysis.core_message if ctx.analysis else '')
intro_lines = _bulletish_lines(_prefer_source_text(intro_topic, ''), 6)
body_lines = _bulletish_lines(_prefer_source_text(body_topic, ''), 8)
support_lines = _bulletish_lines(_prefer_source_text(support_topic, ''), 8)
details = _details_blocks(raw)
detail_source = details[0] if details else _prefer_source_text(support_topic, '')
detail_popup = _popup_overlay('popup-detail', support_title, _popup_list_html(_bulletish_lines(detail_source, 14), floor=200, ceiling=560))
image_src = _extract_image_src_from_raw(raw)
if image_src and ctx.base_path:
@@ -588,124 +750,42 @@ def _build_stage2_retry_html(ctx: PipelineContext, retry_plan: dict) -> dict:
image_src = ''
else:
image_src = ''
image_caption = _extract_caption_from_raw(raw)
conclusion_text = _conclusion_from_raw(raw)
image_caption = _extract_caption_from_raw(raw) or body_title
problem_items_html = ''.join(
f'<li style="margin-left:16px; margin-bottom:5px;">{_trim_visible_copy(item, floor=130, ceiling=280)}</li>'
for item in problem_bullets
)
evidence_items_html = ''.join(
f'<li style="margin-left:16px; margin-bottom:5px;">{_trim_visible_copy(item, floor=140, ceiling=320)}</li>'
for item in evidence_bullets
)
relation_items_html = ''.join(
f'<li style="margin-left:18px; margin-bottom:6px;">{_trim_visible_copy(item, floor=120, ceiling=260)}</li>'
for item in relation_bullets
)
intro_card = _section_card(intro_title, intro_lines[:5], tone='orange')
body_card = _section_card(body_title, body_lines[:6], tone='blue')
definition_cards_html = ''
for idx, section in enumerate(definition_sections, start=1):
definition_cards_html += (
'<div style="background:#ffffff; border:1px solid #d7e2f0; border-radius:14px; padding:12px; display:flex; gap:10px; align-items:flex-start; min-height:108px;">'
f'<div style="width:34px; height:34px; border-radius:999px; background:#2563eb; color:#fff; font-size:15px; font-weight:800; display:flex; align-items:center; justify-content:center; flex-shrink:0;">{idx}</div>'
'<div style="flex:1;">'
f'<div style="font-size:13px; font-weight:800; color:#0f172a; margin-bottom:6px; line-height:1.35;">{section["title"]}</div>'
f'<div style="font-size:10px; line-height:1.58; color:#334155; word-break:keep-all;">{_trim_visible_copy(section["body"], floor=220, ceiling=520)}</div>'
'</div>'
if image_src:
visual_block = (
'<div style="background:#ffffff; border:1px solid #d7e2f0; border-radius:14px; padding:12px;">'
f'{_relation_visual(image_src, image_caption).replace("height:220px", "height:215px")}'
f'<div style="margin-top:8px; font-size:9px; color:#166534; text-align:center;">{image_caption}</div>'
'</div>'
)
elif support_topic and '<DxEffect' in (support_topic.source_data or support_topic.summary or ''):
visual_block = _component_placeholder(support_title, _prefer_source_text(support_topic, '주체별 기대효과를 보조 영역에서 요약함.'))
else:
visual_block = _section_card(support_title, support_lines[:5], tone='slate')
comparison_rows_html = ''
for axis, dx, bim in picked_rows:
comparison_rows_html += (
'<div style="display:grid; grid-template-columns:1fr 86px 1fr; border-top:1px solid #dbe5f2; align-items:stretch;">'
f'<div style="padding:7px 10px; font-size:9.8px; line-height:1.42; color:#1e3a8a; font-weight:600; background:#ffffff;">{_trim_visible_copy(dx, floor=110, ceiling=220)}</div>'
f'<div style="padding:7px 6px; font-size:9.6px; line-height:1.25; color:#1d4ed8; font-weight:800; text-align:center; background:#eff6ff; border-left:1px solid #dbe5f2; border-right:1px solid #dbe5f2; display:flex; align-items:center; justify-content:center;">{axis}</div>'
f'<div style="padding:7px 10px; font-size:9.8px; line-height:1.42; color:#475569; text-align:right; background:#ffffff;">{_trim_visible_copy(bim, floor=110, ceiling=220)}</div>'
'</div>'
)
evidence_popup_html = _popup_overlay(
'popup-evidence',
evidence_title,
_popup_list_html(all_evidence_bullets, floor=220, ceiling=520),
)
comparison_popup_html = _popup_overlay(
'popup-comparison',
comparison_title,
_popup_comparison_table(comparison_rows),
)
intro_html = (
'<div style="background:linear-gradient(135deg,#fff5f5 0%,#ffe8e8 100%); border:2px solid #f8a4a4; border-radius:12px; padding:12px 16px;">'
'<div style="display:flex; gap:12px; align-items:flex-start;">'
'<div style="font-size:24px; line-height:1; color:#f59e0b; margin-top:2px;">&#9888;</div>'
'<div style="flex:1;">'
f'<div style="font-size:12.5px; font-weight:900; color:#b42318; margin-bottom:6px;">{problem_title}</div>'
f'<ul style="font-size:9.4px; line-height:1.5; color:#7a271a; padding-left:0; margin:0 0 6px 0; list-style:disc;">{problem_items_html}</ul>'
f'<div style="font-size:9px; line-height:1.42; color:#9a3412; margin-top:4px;"><span style="font-weight:800;">{evidence_title}</span></div>'
f'<ul style="font-size:8.9px; line-height:1.42; color:#9a3412; padding-left:0; margin:2px 0 0 0; list-style:disc;">{evidence_items_html}</ul>'
f'{_popup_button("popup-evidence", "?? ???")}'
'<div style="margin-top:8px; background:#991b1b; color:#ffffff; border-radius:4px; padding:5px 10px; font-size:10px; font-weight:800; word-break:keep-all;">&#8594; ? ??? ??, ??, ????? ?? ??? ?? ??</div>'
'</div>'
'</div>'
'</div>'
)
relation_html = (
'<div style="background:#ffffff; border:1px solid #d6e2ef; border-radius:14px; padding:10px 12px;">'
f'<div style="font-size:14px; font-weight:900; color:#1f3b63; margin-bottom:6px;">{relation_title}</div>'
'<div style="display:grid; grid-template-columns:250px 1fr; gap:14px; align-items:start;">'
'<div>'
f'{_relation_visual(image_src, image_caption).replace("height:220px", "height:210px").replace("padding:10px", "padding:12px")}'
f'<div style="margin-top:8px; background:#dcfce7; border:1px solid #86efac; color:#166534; font-size:9px; line-height:1.3; border-radius:999px; padding:4px 10px; text-align:center;">{image_caption}</div>'
'</div>'
'<div style="display:flex; flex-direction:column; gap:8px;">'
f'<ul style="font-size:9px; line-height:1.46; color:#334155; padding-left:0; margin:0; list-style:disc;">{relation_items_html}</ul>'
'<div style="margin-top:4px; border:1px solid #b9d3ff; border-radius:10px; overflow:hidden;">'
'<div style="display:grid; grid-template-columns:1fr 86px 1fr; background:linear-gradient(135deg,#0d47a1,#1565c0); color:#fff; font-weight:800; font-size:12px; text-align:center;">'
'<div style="padding:7px 10px;">DX</div>'
'<div style="padding:7px 6px; background:rgba(0,0,0,0.14); font-size:11px;">??</div>'
'<div style="padding:7px 10px;">BIM</div>'
'</div>'
f'{comparison_rows_html}'
'</div>'
f'{_popup_button("popup-comparison", "??? ?? ??")}'
'</div>'
'</div>'
'</div>'
)
sidebar_inner = _section_card(support_title, support_lines[:5], tone='slate') if support_lines else _component_placeholder(support_title, _prefer_source_text(support_topic, '보조 정보가 없음.'))
if support_lines:
sidebar_inner += _popup_button('popup-detail', '상세 내용 보기')
body_html = (
'<div style="width:100%; height:100%; box-sizing:border-box; font-family:Segoe UI,sans-serif; color:#0f172a; display:flex; flex-direction:column; gap:8px;">'
f'{intro_html}'
f'{relation_html}'
f'{evidence_popup_html}'
f'{comparison_popup_html}'
'<div style="width:100%; height:100%; box-sizing:border-box; font-family:Segoe UI,sans-serif; color:#0f172a; display:flex; flex-direction:column; gap:10px;">'
f'{intro_card}'
'<div style="display:grid; grid-template-columns:1.05fr 0.95fr; gap:12px; align-items:start;">'
f'{body_card}'
f'{visual_block}'
'</div>'
f'{detail_popup}'
'</div>'
)
sidebar_html = (
'<div style="width:100%; height:100%; box-sizing:border-box; font-family:Segoe UI,sans-serif; display:flex; flex-direction:column; gap:10px;">'
f'<div style="font-size:12px; font-weight:800; color:#475569; padding:2px 6px;">{definitions_title}</div>'
f'{definition_cards_html}'
'</div>'
)
footer_html = (
'<div style="background:linear-gradient(135deg, #0b6ef3 0%, #17a6f5 100%); border-radius:10px; padding:10px 20px; text-align:center; color:#ffffff; width:100%; height:58px; display:flex; align-items:center; justify-content:center; box-sizing:border-box;">'
f'<div style="font-size:13px; font-weight:900; line-height:1.35;">{conclusion_text}</div>'
'</div>'
)
return {
'body_html': body_html,
'sidebar_html': sidebar_html,
'footer_html': footer_html,
'reasoning': 'retry regrouping by content importance: grouped problem+evidence with popup details, relation block, visible comparison summary with full popup, numbered definition cards',
}
sidebar_html = '<div style="width:100%; height:100%; box-sizing:border-box; font-family:Segoe UI,sans-serif; display:flex; flex-direction:column; gap:10px;">' + sidebar_inner + '</div>'
footer_html = '<div style="background:linear-gradient(135deg, #0b6ef3 0%, #17a6f5 100%); border-radius:10px; padding:10px 20px; text-align:center; color:#ffffff; width:100%; height:58px; display:flex; align-items:center; justify-content:center; box-sizing:border-box;">' + f'<div style="font-size:13px; font-weight:900; line-height:1.35;">{_trim_visible_copy(conclusion_text, floor=90, ceiling=240)}</div>' + '</div>'
return {'body_html': body_html, 'sidebar_html': sidebar_html, 'footer_html': footer_html, 'reasoning': 'generic retry layout for non-run001 documents: preserve original section titles, visible intro/body/support blocks, and popup detail support'}
async def _stage_2(ctx: PipelineContext, retry_plan: dict | None = None) -> PipelineContext:
analysis_dict = {
@@ -842,3 +922,5 @@ async def main() -> None:
if __name__ == '__main__':
asyncio.run(main())