lanyuanxiaoyao
15b63800a8
- 创建 scripts/ 目录作为核心代码根目录 - 移动 core/, readers/, utils/ 到 scripts/ 下 - 移动 config.py, lyxy_document_reader.py 到 scripts/ - 移动 encoding_detection.py 到 scripts/utils/ - 更新 pyproject.toml 中的入口点路径和 pytest 配置 - 更新所有内部导入语句为 scripts.* 模块 - 更新 README.md 目录结构说明 - 更新 openspec/config.yaml 添加目录结构说明 - 删除无用的 main.py 此变更使项目结构更清晰，便于区分核心代码与测试、文档等支撑文件。
291 lines
9.1 KiB
Python
291 lines
9.1 KiB
Python
"""Markdown 后处理模块，包含所有格式共享的工具函数。"""
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import re
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import zipfile
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from pathlib import Path
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from typing import List, Optional, Tuple
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IMAGE_PATTERN = re.compile(r"!\[[^\]]*\]\([^)]+\)")
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_CONSECUTIVE_BLANK_LINES = re.compile(r"\n{3,}")
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# unstructured 噪声匹配: pptx 中的 RGB 颜色值（如 "R:255 G:128 B:0"）
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_RGB_PATTERN = re.compile(r"^R:\d+\s+G:\d+\s+B:\d+$")
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# unstructured 噪声匹配: 破折号页码（如 "— 3 —"）
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_PAGE_NUMBER_PATTERN = re.compile(r"^—\s*\d+\s*—$")
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def parse_with_markitdown(
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file_path: str,
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) -> Tuple[Optional[str], Optional[str]]:
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"""使用 MarkItDown 库解析文件"""
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try:
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from markitdown import MarkItDown
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md = MarkItDown()
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result = md.convert(file_path)
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if not result.text_content.strip():
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return None, "文档为空"
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return result.text_content, None
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except ImportError:
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return None, "MarkItDown 库未安装"
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except Exception as e:
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return None, f"MarkItDown 解析失败: {str(e)}"
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def parse_with_docling(file_path: str) -> Tuple[Optional[str], Optional[str]]:
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"""使用 docling 库解析文件"""
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try:
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from docling.document_converter import DocumentConverter
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except ImportError:
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return None, "docling 库未安装"
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try:
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converter = DocumentConverter()
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result = converter.convert(file_path)
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markdown_content = result.document.export_to_markdown()
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if not markdown_content.strip():
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return None, "文档为空"
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return markdown_content, None
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except Exception as e:
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return None, f"docling 解析失败: {str(e)}"
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def build_markdown_table(rows_data: List[List[str]]) -> str:
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"""将二维列表转换为 Markdown 表格格式"""
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if not rows_data or not rows_data[0]:
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return ""
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md_lines = []
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for i, row_data in enumerate(rows_data):
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row_text = [cell if cell else "" for cell in row_data]
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md_lines.append("| " + " | ".join(row_text) + " |")
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if i == 0:
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md_lines.append("| " + " | ".join(["---"] * len(row_text)) + " |")
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return "\n".join(md_lines) + "\n\n"
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def flush_list_stack(list_stack: List[str], target: List[str]) -> None:
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"""将列表堆栈中的非空项添加到目标列表并清空堆栈"""
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for item in list_stack:
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if item:
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target.append(item + "\n")
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list_stack.clear()
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def safe_open_zip(zip_file: zipfile.ZipFile, name: str) -> Optional[zipfile.ZipExtFile]:
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"""安全地从 ZipFile 中打开文件，防止路径遍历攻击"""
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if not name:
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return None
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try:
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normalized = Path(name).as_posix()
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# 检查是否包含父目录引用
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if ".." in Path(normalized).parts:
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return None
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# 检查是否为绝对路径
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if Path(normalized).is_absolute():
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return None
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return zip_file.open(name)
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except (ValueError, OSError):
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return None
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def normalize_markdown_whitespace(content: str) -> str:
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"""规范化 Markdown 空白字符，保留单行空行"""
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return _CONSECUTIVE_BLANK_LINES.sub("\n\n", content)
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def remove_markdown_images(markdown_text: str) -> str:
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"""移除 Markdown 文本中的图片标记"""
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return IMAGE_PATTERN.sub("", markdown_text)
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def get_heading_level(line: str) -> int:
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"""获取 Markdown 行的标题级别（1-6），非标题返回 0"""
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stripped = line.lstrip()
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if not stripped.startswith("#"):
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return 0
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without_hash = stripped.lstrip("#")
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level = len(stripped) - len(without_hash)
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if not (1 <= level <= 6):
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return 0
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if len(stripped) == level:
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return level
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if stripped[level] != " ":
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return 0
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return level
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def extract_titles(markdown_text: str) -> List[str]:
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"""提取 markdown 文本中的所有标题行（1-6级）"""
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title_lines = []
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for line in markdown_text.split("\n"):
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if get_heading_level(line) > 0:
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title_lines.append(line.lstrip())
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return title_lines
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def extract_title_content(markdown_text: str, title_name: str) -> Optional[str]:
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"""提取所有指定标题及其下级内容（每个包含上级标题）"""
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lines = markdown_text.split("\n")
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match_indices = []
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for i, line in enumerate(lines):
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level = get_heading_level(line)
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if level > 0:
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stripped = line.lstrip()
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title_text = stripped[level:].strip()
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if title_text == title_name:
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match_indices.append(i)
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if not match_indices:
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return None
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result_lines = []
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for match_num, idx in enumerate(match_indices):
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if match_num > 0:
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result_lines.append("\n---\n")
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target_level = get_heading_level(lines[idx])
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parent_titles = []
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current_level = target_level
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for i in range(idx - 1, -1, -1):
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line_level = get_heading_level(lines[i])
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if line_level > 0 and line_level < current_level:
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parent_titles.append(lines[i])
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current_level = line_level
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if current_level == 1:
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break
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parent_titles.reverse()
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result_lines.extend(parent_titles)
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result_lines.append(lines[idx])
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for i in range(idx + 1, len(lines)):
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line = lines[i]
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line_level = get_heading_level(line)
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if line_level == 0 or line_level > target_level:
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result_lines.append(line)
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else:
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break
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return "\n".join(result_lines)
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def search_markdown(
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content: str, pattern: str, context_lines: int = 0
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) -> Optional[str]:
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"""使用正则表达式搜索 markdown 文档，返回匹配结果及其上下文"""
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# 边界检查
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if not content:
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return None
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if context_lines < 0:
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raise ValueError("context_lines 必须为非负整数")
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try:
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regex = re.compile(pattern)
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except re.error:
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return None
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lines = content.split("\n")
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non_empty_indices = []
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non_empty_to_original = {}
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for i, line in enumerate(lines):
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if line.strip():
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non_empty_indices.append(i)
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non_empty_to_original[i] = len(non_empty_indices) - 1
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matched_non_empty_indices = []
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for orig_idx in non_empty_indices:
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if regex.search(lines[orig_idx]):
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matched_non_empty_indices.append(non_empty_to_original[orig_idx])
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if not matched_non_empty_indices:
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return None
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merged_ranges = []
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current_start = matched_non_empty_indices[0]
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current_end = matched_non_empty_indices[0]
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for idx in matched_non_empty_indices[1:]:
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if idx - current_end <= context_lines * 2:
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current_end = idx
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else:
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merged_ranges.append((current_start, current_end))
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current_start = idx
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current_end = idx
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merged_ranges.append((current_start, current_end))
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results = []
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for start, end in merged_ranges:
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context_start_idx = max(0, start - context_lines)
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context_end_idx = min(len(non_empty_indices) - 1, end + context_lines)
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start_line_idx = non_empty_indices[context_start_idx]
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end_line_idx = non_empty_indices[context_end_idx]
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result_lines = [
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line
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for i, line in enumerate(lines)
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if start_line_idx <= i <= end_line_idx
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]
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results.append("\n".join(result_lines))
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return "\n---\n".join(results)
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def _unstructured_elements_to_markdown(
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elements: list, trust_titles: bool = True
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) -> str:
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"""将 unstructured 解析出的元素列表转换为 Markdown 文本"""
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try:
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import markdownify as md_lib
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from unstructured.documents.elements import (
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Footer,
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Header,
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Image,
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ListItem,
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PageBreak,
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PageNumber,
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Table,
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Title,
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)
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except ImportError:
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return "\n\n".join(
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el.text for el in elements if hasattr(el, "text") and el.text and el.text.strip()
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)
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skip_types = (Header, Footer, PageBreak, PageNumber)
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parts = []
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for el in elements:
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if isinstance(el, skip_types):
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continue
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text = el.text.strip() if hasattr(el, "text") else str(el).strip()
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if not text or _RGB_PATTERN.match(text) or _PAGE_NUMBER_PATTERN.match(text):
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continue
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if isinstance(el, Table):
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html = getattr(el.metadata, "text_as_html", None)
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if html:
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parts.append(md_lib.markdownify(html, strip=["img"]).strip())
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else:
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parts.append(str(el))
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elif isinstance(el, Title) and trust_titles:
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depth = getattr(el.metadata, "category_depth", None) or 1
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depth = min(max(depth, 1), 4)
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parts.append(f"{'#' * depth} {text}")
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elif isinstance(el, ListItem):
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parts.append(f"- {text}")
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elif isinstance(el, Image):
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path = getattr(el.metadata, "image_path", None) or ""
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if path:
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parts.append(f"")
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else:
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parts.append(text)
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return "\n\n".join(parts)
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