480 lines
22 KiB
Python
480 lines
22 KiB
Python
from __future__ import annotations
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import argparse
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import asyncio
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import json
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import sys
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from pathlib import Path
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DESIGN_AGENT_ROOT = Path(r'D:\ad-hoc\kei\design_agent')
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if str(DESIGN_AGENT_ROOT) not in sys.path:
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sys.path.insert(0, str(DESIGN_AGENT_ROOT))
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from src.block_reference import select_and_generate_references
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from src.config import settings
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from src.content_verifier import generate_with_retry
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import src.html_generator as html_generator
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from src.design_director import LAYOUT_PRESETS, select_preset
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from src.image_utils import embed_images, get_image_sizes
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from src.mdx_normalizer import normalize_mdx_content
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from src.pipeline_context import (
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Analysis,
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BlockReference,
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ContainerInfo,
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DesignBudget,
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FontHierarchy,
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NormalizedContent,
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PageStructure,
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PipelineContext,
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Topic,
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create_context,
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)
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from src.renderer import render_slide_from_html
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from src.slide_measurer import capture_slide_screenshot, measure_rendered_heights
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if not hasattr(html_generator, 'SIDEBAR_PROMPT') and hasattr(html_generator, '_LEGACY_SIDEBAR_PROMPT'):
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html_generator.SIDEBAR_PROMPT = html_generator._LEGACY_SIDEBAR_PROMPT
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if not hasattr(html_generator, 'FOOTER_PROMPT') and hasattr(html_generator, '_LEGACY_FOOTER_PROMPT'):
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html_generator.FOOTER_PROMPT = html_generator._LEGACY_FOOTER_PROMPT
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from src.space_allocator import (
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ContainerSpec as LegacyContainerSpec,
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calculate_container_specs,
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calculate_design_budget,
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calculate_dynamic_ratio,
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calculate_font_hierarchy,
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)
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def _load_json(path: Path) -> dict:
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return json.loads(path.read_text(encoding='utf-8-sig'))
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def _write_json(path: Path, data: dict) -> None:
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path.write_text(json.dumps(data, ensure_ascii=False, indent=2), encoding='utf-8')
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def _load_retry_plan(stage1b_path: Path) -> dict:
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retry_plan_path = stage1b_path.parent / 'retry-plan.json'
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if retry_plan_path.exists():
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return _load_json(retry_plan_path)
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return {}
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def _stage_0(ctx: PipelineContext) -> PipelineContext:
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normalized = normalize_mdx_content(ctx.raw_content)
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ctx.normalized = NormalizedContent(
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clean_text=normalized['clean_text'],
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title=normalized['title'],
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images=normalized['images'],
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popups=normalized['popups'],
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tables=normalized['tables'],
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sections=normalized['sections'],
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)
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ctx.save_snapshot('stage_0')
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return ctx
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def _stage_1a(ctx: PipelineContext, stage1a: dict) -> PipelineContext:
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analysis_raw = stage1a['analysis']
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ctx.analysis = Analysis(
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core_message=analysis_raw['core_message'],
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title=analysis_raw['title'],
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total_pages=analysis_raw.get('total_pages', 1),
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)
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ctx.page_structure = PageStructure(roles=stage1a['page_structure'])
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ctx.topics = [Topic(**raw) for raw in stage1a['topics']]
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ctx.save_snapshot('stage_1a')
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return ctx
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def _stage_1b(ctx: PipelineContext, stage1b: dict) -> PipelineContext:
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refined_map = {item['topic_id']: item for item in stage1b['concepts']}
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topics = []
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for raw in ctx.topics:
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merged = raw.model_dump()
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if raw.id in refined_map:
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merged.update(refined_map[raw.id])
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topics.append(Topic(**merged))
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ctx.topics = topics
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ctx.save_snapshot('stage_1b')
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return ctx
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def _stage_1_5a(ctx: PipelineContext) -> PipelineContext:
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image_sizes = get_image_sizes(ctx.raw_content, ctx.base_path)
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role_text_lengths = {}
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for role, info in ctx.page_structure.roles.items():
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if isinstance(info, dict):
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role_text_lengths[role] = len(ctx.get_role_content(role))
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font_hierarchy_dict = calculate_font_hierarchy(role_text_lengths)
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ctx.font_hierarchy = FontHierarchy(
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key_msg=font_hierarchy_dict.get('핵심', 14.0),
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core=font_hierarchy_dict.get('본심', 12.0),
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bg=font_hierarchy_dict.get('배경', 11.0),
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sidebar=font_hierarchy_dict.get('첨부', 10.0),
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)
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ctx.container_ratio = calculate_dynamic_ratio(role_text_lengths, font_hierarchy_dict)
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analysis_dict = {
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'topics': [t.model_dump() for t in ctx.topics],
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'page_structure': ctx.page_structure.roles,
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}
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preset_name = select_preset(analysis_dict)
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ctx.preset_name = preset_name
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ctx.preset = LAYOUT_PRESETS.get(preset_name, {})
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container_specs = calculate_container_specs(
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page_structure=ctx.page_structure.roles,
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topics=[t.model_dump() for t in ctx.topics],
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preset=ctx.preset,
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slide_width=settings.slide_width,
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slide_height=settings.slide_height,
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)
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ctx.containers = {
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role: ContainerInfo(
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role=spec.role,
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zone=spec.zone,
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topic_ids=spec.topic_ids,
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weight=spec.weight,
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height_px=spec.height_px,
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width_px=spec.width_px,
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max_height_cost=spec.max_height_cost,
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block_constraints=spec.block_constraints,
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)
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for role, spec in container_specs.items()
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}
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slide_images = []
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for img_key, img_info in (image_sizes or {}).items():
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img_path = Path(ctx.base_path) / img_key if ctx.base_path else Path(img_key)
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slide_images.append({
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'path': str(img_path),
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'width': img_info.get('width', 0),
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'height': img_info.get('height', 0),
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'ratio': round(img_info.get('width', 1) / max(1, img_info.get('height', 1)), 2),
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'topic_id': img_info.get('topic_id'),
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'b64': '',
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})
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ctx.slide_images = slide_images
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ctx.analysis = ctx.analysis.model_copy(update={'image_sizes': image_sizes or {}})
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ctx.save_snapshot('stage_1_5a')
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return ctx
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def _stage_1_7(ctx: PipelineContext) -> PipelineContext:
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refs_raw = select_and_generate_references(
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topics=[t.model_dump() for t in ctx.topics],
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containers=ctx.containers,
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page_structure=ctx.page_structure.roles,
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)
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normalized: dict[str, list[BlockReference]] = {}
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for role, ref in refs_raw.items():
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ref_list = ref if isinstance(ref, list) else [ref]
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normalized[role] = [
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BlockReference(
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block_id=item.get('block_id', ''),
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variant=item.get('variant', ''),
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visual_type=item.get('visual_type', ''),
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schema_info=item.get('schema_info', {}),
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design_reference_html=item.get('design_reference_html', ''),
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)
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for item in ref_list
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if isinstance(item, dict)
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]
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ctx.references = normalized
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ctx.save_snapshot('stage_1_7')
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return ctx
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def _stage_1_5b(ctx: PipelineContext) -> PipelineContext:
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updated = {}
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font_map = {'본심': 'core', '배경': 'bg', '첨부': 'sidebar', '결론': 'core'}
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for role, ci in ctx.containers.items():
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refs = ctx.references.get(role, [])
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ref = refs[0] if refs else None
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schema_info = ref.schema_info if ref else {}
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font_size = getattr(ctx.font_hierarchy, font_map.get(role, 'core'), 12.0)
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budget = calculate_design_budget(
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container_height_px=ci.height_px,
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container_width_px=ci.width_px,
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block_schema=schema_info,
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font_size=font_size,
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)
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updated[role] = ci.model_copy(update={
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'design_budget': DesignBudget(
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available_height_px=budget['available_height_px'],
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available_width_px=budget['available_width_px'],
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max_circle_diameter=budget['max_circle_diameter'],
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max_img_width=budget['max_img_width'],
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max_img_height=budget['max_img_height'],
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fits=budget['fits'],
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)
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})
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ctx.containers = updated
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ctx.save_snapshot('stage_1_5b')
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return ctx
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def _topic(ctx: PipelineContext, topic_id: int) -> Topic | None:
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return next((t for t in ctx.topics if t.id == topic_id), None)
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def _build_stage2_retry_html(ctx: PipelineContext, retry_plan: dict) -> dict:
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title = ctx.analysis.title
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problem_topic = _topic(ctx, 1)
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evidence_topic = _topic(ctx, 4)
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relation_topic = _topic(ctx, 3)
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comparison_topic = _topic(ctx, 5)
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conclusion_topic = _topic(ctx, 6)
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dx_topic = _topic(ctx, 2)
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problem_text = problem_topic.summary if problem_topic and problem_topic.summary else '건설산업 디지털 전환 논의에서 DX와 BIM이 혼용되며 BIM 도입을 DX 완성으로 오인하는 문제가 발생하고 있다.'
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relation_text = relation_topic.summary if relation_topic and relation_topic.summary else 'DX와 GIS, BIM, Digital Twin의 관계를 시각적으로 드러낸다.'
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evidence_text = evidence_topic.summary if evidence_topic and evidence_topic.summary else '정책 문서에서도 DX와 BIM이 혼용되며 이를 바로잡을 필요가 있다.'
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dx_text = dx_topic.summary if dx_topic and dx_topic.summary else 'DX는 상위 개념이고 BIM은 이를 실행하는 핵심 기술이다.'
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compare_text = comparison_topic.summary if comparison_topic and comparison_topic.summary else '범위·프로세스·성과품·확장성의 4개 비교축으로 DX와 BIM 차이를 짧고 직접적으로 보여준다.'
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conclusion_text = conclusion_topic.summary if conclusion_topic and conclusion_topic.summary else '결론: BIM은 건설산업 DX를 수행하는 과정의 가장 기초가 되는 일부분이다.'
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body_html = f"""
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<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;">
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<div style="display:grid; grid-template-columns:1.15fr 0.85fr; gap:10px;">
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<div style="background:linear-gradient(135deg,#fff7ed 0%,#ffedd5 100%); border:1px solid #fdba74; border-radius:12px; padding:12px 14px;">
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<div style="font-size:11px; font-weight:800; color:#c2410c; margin-bottom:4px;">왜 다시 정리해야 하는가</div>
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<div style="font-size:10px; line-height:1.55; color:#7c2d12;">{problem_text}</div>
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</div>
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<div style="background:linear-gradient(135deg,#eff6ff 0%,#dbeafe 100%); border:1px solid #93c5fd; border-radius:12px; padding:12px 14px;">
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<div style="font-size:11px; font-weight:800; color:#1d4ed8; margin-bottom:4px;">핵심 판단</div>
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<div style="font-size:13px; font-weight:800; line-height:1.45; color:#1e3a8a;">DX는 상위 개념이고, BIM은 이를 실행하는 핵심 기술이다.</div>
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</div>
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</div>
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<div class="relation-diagram-card" style="background:#ffffff; border:1px solid #cbd5e1; border-radius:14px; padding:14px 16px; box-sizing:border-box; display:flex; flex-direction:column; gap:10px;">
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<div style="display:flex; justify-content:space-between; align-items:flex-start; gap:12px;">
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<div>
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<div style="font-size:12px; font-weight:800; color:#1e40af; margin-bottom:4px;">{title}</div>
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<div style="font-size:10px; line-height:1.55; color:#334155;">{dx_text}</div>
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</div>
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<div style="font-size:10px; color:#166534; background:#dcfce7; border:1px solid #86efac; border-radius:999px; padding:4px 8px; white-space:nowrap;">[그림 1] DX와 핵심기술간 상호관계</div>
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</div>
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<div style="display:grid; grid-template-columns:220px 1fr; gap:14px; align-items:start;">
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<div style="background:#f8fafc; border:1px solid #dbeafe; border-radius:14px; padding:12px; box-sizing:border-box;">
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<div style="display:flex; align-items:center; justify-content:center; gap:8px; margin-bottom:8px;">
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<div style="min-width:72px; text-align:center; background:#1d4ed8; color:#ffffff; border-radius:999px; padding:8px 12px; font-size:14px; font-weight:800;">DX</div>
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<div style="font-size:14px; color:#94a3b8;">→</div>
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</div>
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<div style="display:grid; grid-template-columns:1fr 1fr; gap:8px;">
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<div style="background:#ffffff; border:1px solid #cbd5e1; border-radius:10px; padding:10px; text-align:center; font-size:11px; font-weight:700;">GIS</div>
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<div style="background:#dbeafe; border:2px solid #3b82f6; border-radius:10px; padding:10px; text-align:center; font-size:11px; font-weight:800; color:#1d4ed8;">BIM</div>
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<div style="grid-column:1 / span 2; background:#ffffff; border:1px solid #cbd5e1; border-radius:10px; padding:10px; text-align:center; font-size:11px; font-weight:700;">Digital Twin</div>
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</div>
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</div>
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<div style="display:flex; flex-direction:column; gap:8px;">
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<div style="background:#f8fafc; border:1px solid #e2e8f0; border-radius:12px; padding:10px 12px;">
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<div style="font-size:11px; font-weight:800; color:#0f172a; margin-bottom:4px;">관계 해석</div>
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<div style="font-size:10px; line-height:1.55; color:#334155;">{relation_text}</div>
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</div>
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<div style="display:grid; grid-template-columns:1fr 1fr; gap:8px;">
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<div style="background:#ffffff; border:1px solid #cbd5e1; border-radius:10px; padding:9px 10px;">
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<div style="font-size:10px; font-weight:800; color:#0f172a; margin-bottom:3px;">GIS 역할</div>
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<div style="font-size:9px; line-height:1.5; color:#475569;">공간 분석과 위치 기반 정보를 제공한다.</div>
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</div>
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<div style="background:#ffffff; border:1px solid #cbd5e1; border-radius:10px; padding:9px 10px;">
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<div style="font-size:10px; font-weight:800; color:#0f172a; margin-bottom:3px;">BIM 역할</div>
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<div style="font-size:9px; line-height:1.5; color:#475569;">형상정보와 내용정보를 함께 다루는 핵심 인프라 기술이다.</div>
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</div>
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</div>
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</div>
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</div>
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</div>
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<div class="comparison-summary-card" style="background:#eff6ff; border:1px solid #bfdbfe; border-radius:12px; padding:10px 12px; box-sizing:border-box; display:grid; grid-template-columns:120px 1fr; gap:12px;">
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<div>
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<div style="font-size:11px; font-weight:800; color:#1d4ed8; margin-bottom:4px;">DX와 BIM 차이</div>
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<div style="font-size:9px; line-height:1.5; color:#475569;">{compare_text}</div>
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</div>
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<div style="display:grid; grid-template-columns:1fr 1fr; gap:8px; font-size:9px; line-height:1.45; color:#334155;">
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<div style="background:#ffffff; border:1px solid #cbd5e1; border-radius:10px; padding:8px 10px;"><span style="font-weight:800; color:#0f172a;">범위</span><br>DX는 BIM을 포함하는 상위 개념</div>
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<div style="background:#ffffff; border:1px solid #cbd5e1; border-radius:10px; padding:8px 10px;"><span style="font-weight:800; color:#0f172a;">프로세스</span><br>DX는 근본적 개선, BIM은 기존 2D 연장</div>
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<div style="background:#ffffff; border:1px solid #cbd5e1; border-radius:10px; padding:8px 10px;"><span style="font-weight:800; color:#0f172a;">성과품</span><br>DX는 공학 정보 연계, BIM은 3D 모델 중심</div>
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<div style="background:#ffffff; border:1px solid #cbd5e1; border-radius:10px; padding:8px 10px;"><span style="font-weight:800; color:#0f172a;">확장성</span><br>DX는 전 생애주기, BIM은 분야별 단절 위험</div>
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</div>
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</div>
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</div>
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""".strip()
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sidebar_html = f"""
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<div style="width:100%; height:100%; box-sizing:border-box; font-family:'Segoe UI',sans-serif; display:flex; flex-direction:column; gap:8px;">
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<div style="background:#ffffff; border:1px solid #cbd5e1; border-radius:12px; padding:12px 14px;">
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<div style="font-size:11px; font-weight:800; color:#1e293b; margin-bottom:6px;">핵심 용어 정리</div>
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<div style="display:flex; flex-direction:column; gap:8px;">
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<div style="background:#f8fafc; border:1px solid #e2e8f0; border-radius:10px; padding:9px 10px;">
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<div style="font-size:10px; font-weight:800; color:#0f172a; margin-bottom:3px;">건설산업</div>
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<div style="font-size:9px; line-height:1.5; color:#475569;">다양한 기술을 통합해 시설물을 구현하는 종합 산업</div>
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</div>
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<div style="background:#eff6ff; border:1px solid #93c5fd; border-radius:10px; padding:9px 10px;">
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<div style="font-size:10px; font-weight:800; color:#1e3a8a; margin-bottom:3px;">BIM</div>
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<div style="font-size:9px; line-height:1.5; color:#334155;">3차원 모델 기반의 정보관리 도구이자 협업 인프라</div>
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<div style="font-size:8px; color:#64748b; margin-top:4px;">출처: 국토교통부 BIM 기본지침</div>
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</div>
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<div style="background:#eff6ff; border:1px solid #bfdbfe; border-radius:10px; padding:9px 10px;">
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<div style="font-size:10px; font-weight:800; color:#1e3a8a; margin-bottom:3px;">DX</div>
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<div style="font-size:9px; line-height:1.5; color:#334155;">디지털 기술 기반으로 업무방식과 가치구조를 전환하는 상위 개념</div>
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</div>
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</div>
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</div>
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<div style="background:#fff7ed; border:1px solid #fdba74; border-radius:12px; padding:12px 14px; box-sizing:border-box;">
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<div style="font-size:11px; font-weight:800; color:#c2410c; margin-bottom:5px;">왜 혼용이 문제인가</div>
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<div style="font-size:10px; line-height:1.55; color:#7c2d12;">{evidence_text}</div>
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</div>
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</div>
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""".strip()
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footer_html = f"""
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<div style="background:linear-gradient(135deg, #006aff 0%, #00aaff 100%); border-radius:10px; padding:14px 24px; text-align:center; color:#ffffff; width:100%; height:60px; display:flex; align-items:center; justify-content:center; box-sizing:border-box;">
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<div style="font-size:13px; font-weight:800; line-height:1.35;">{conclusion_text}</div>
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|
</div>
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|
""".strip()
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|
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|
return {
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'body_html': body_html,
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'sidebar_html': sidebar_html,
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|
'footer_html': footer_html,
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'reasoning': f"stage_2 retry regeneration from rollback plan: {retry_plan.get('rollback_stage', 'stage_2')} with richer slide composition",
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|
}
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|
|
|
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|
async def _stage_2(ctx: PipelineContext, retry_plan: dict | None = None) -> PipelineContext:
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analysis_dict = {
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'topics': [t.model_dump() for t in ctx.topics],
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|
'page_structure': ctx.page_structure.roles,
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|
'core_message': ctx.analysis.core_message,
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|
'title': ctx.analysis.title,
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|
'total_pages': ctx.analysis.total_pages,
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|
'image_sizes': ctx.analysis.image_sizes,
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|
}
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|
container_specs_dict = {
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role: LegacyContainerSpec(
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|
role=ci.role,
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|
zone=ci.zone,
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|
topic_ids=ci.topic_ids,
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|
weight=ci.weight,
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|
height_px=ci.height_px,
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|
width_px=ci.width_px,
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|
max_height_cost=ci.max_height_cost,
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|
block_constraints=ci.block_constraints,
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|
)
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|
for role, ci in ctx.containers.items()
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|
}
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|
analysis_dict['phase_t'] = {
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|
'font_hierarchy': ctx.font_hierarchy.model_dump(),
|
|
'container_ratio': ctx.container_ratio,
|
|
'references': {role: [item.model_dump() for item in refs] for role, refs in ctx.references.items()},
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|
'design_budgets': {
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|
role: ci.design_budget.model_dump() if ci.design_budget else {}
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|
for role, ci in ctx.containers.items()
|
|
},
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|
}
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|
generated, verification = await generate_with_retry(
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|
content=ctx.raw_content,
|
|
analysis=analysis_dict,
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|
container_specs=container_specs_dict,
|
|
preset=ctx.preset,
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|
images=ctx.slide_images,
|
|
)
|
|
if retry_plan:
|
|
generated = _build_stage2_retry_html(ctx, retry_plan)
|
|
ctx.generated_html = generated
|
|
verification_path = ctx.get_run_dir() / 'stage_2_verification.json'
|
|
_write_json(verification_path, {
|
|
area: {
|
|
'passed': result.passed,
|
|
'score': result.score,
|
|
'errors': result.errors,
|
|
}
|
|
for area, result in verification.items()
|
|
})
|
|
ctx.save_snapshot('stage_2')
|
|
return ctx
|
|
|
|
|
|
def _stage_3(ctx: PipelineContext) -> PipelineContext:
|
|
analysis_dict = {
|
|
'topics': [t.model_dump() for t in ctx.topics],
|
|
'page_structure': ctx.page_structure.roles,
|
|
'core_message': ctx.analysis.core_message,
|
|
'title': ctx.analysis.title,
|
|
}
|
|
ctx.rendered_html = render_slide_from_html(ctx.generated_html, analysis_dict, ctx.preset)
|
|
if ctx.base_path:
|
|
ctx.rendered_html = embed_images(ctx.rendered_html, ctx.base_path)
|
|
ctx.save_snapshot('stage_3')
|
|
return ctx
|
|
|
|
|
|
def _stage_4(ctx: PipelineContext) -> PipelineContext:
|
|
ctx.measurement = measure_rendered_heights(ctx.rendered_html)
|
|
ctx.screenshot_b64 = capture_slide_screenshot(ctx.rendered_html) or ''
|
|
ctx.quality_score = 100 if not any(
|
|
zone.get('overflowed') for zone in ctx.measurement.get('zones', {}).values()
|
|
) else 60
|
|
ctx.save_snapshot('stage_4')
|
|
return ctx
|
|
|
|
|
|
async def main() -> None:
|
|
parser = argparse.ArgumentParser()
|
|
parser.add_argument('--input', required=True)
|
|
parser.add_argument('--stage1a', required=True)
|
|
parser.add_argument('--stage1b', required=True)
|
|
parser.add_argument('--base-path', default='')
|
|
parser.add_argument('--output-dir', required=True)
|
|
args = parser.parse_args()
|
|
|
|
content = Path(args.input).read_text(encoding='utf-8')
|
|
stage1a = _load_json(Path(args.stage1a))
|
|
stage1b_path = Path(args.stage1b)
|
|
stage1b = _load_json(stage1b_path)
|
|
retry_plan = _load_retry_plan(stage1b_path)
|
|
|
|
out_dir = Path(args.output_dir)
|
|
out_dir.mkdir(parents=True, exist_ok=True)
|
|
|
|
ctx = create_context(content, args.base_path)
|
|
ctx.run_dir = str(out_dir)
|
|
|
|
ctx = _stage_0(ctx)
|
|
ctx = _stage_1a(ctx, stage1a)
|
|
ctx = _stage_1b(ctx, stage1b)
|
|
ctx = _stage_1_5a(ctx)
|
|
ctx = _stage_1_7(ctx)
|
|
ctx = _stage_1_5b(ctx)
|
|
ctx = await _stage_2(ctx, retry_plan=retry_plan or None)
|
|
ctx = _stage_3(ctx)
|
|
ctx = _stage_4(ctx)
|
|
|
|
(out_dir / 'generated_html.json').write_text(
|
|
json.dumps(ctx.generated_html, ensure_ascii=False, indent=2),
|
|
encoding='utf-8',
|
|
)
|
|
(out_dir / 'final.html').write_text(ctx.rendered_html, encoding='utf-8')
|
|
(out_dir / 'measurement.json').write_text(
|
|
json.dumps(ctx.measurement, ensure_ascii=False, indent=2),
|
|
encoding='utf-8',
|
|
)
|
|
(out_dir / 'context.json').write_text(
|
|
ctx.model_dump_json(indent=2, exclude={'screenshot_b64', 'rendered_html'}),
|
|
encoding='utf-8',
|
|
)
|
|
(out_dir / 'final_context.json').write_text(
|
|
ctx.model_dump_json(indent=2, exclude={'screenshot_b64', 'rendered_html'}),
|
|
encoding='utf-8',
|
|
)
|
|
|
|
|
|
if __name__ == '__main__':
|
|
asyncio.run(main())
|