Initial commit: AI 知识库文档智能分块工具
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125
parsers/xlsx_parser.py
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125
parsers/xlsx_parser.py
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"""XLSX 解析器,使用 openpyxl 提取 Excel 数据并转换为 Markdown 表格格式"""
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import os
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from typing import List
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from openpyxl import load_workbook
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from exceptions import ParseError
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from parsers.base import BaseParser
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class XlsxParser(BaseParser):
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"""XLSX 解析器,遍历所有工作表,处理合并单元格,以 sheet 名为标题,数据转 Markdown 表格"""
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def supported_extensions(self) -> List[str]:
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return [".xlsx"]
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def parse(self, file_path: str) -> str:
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file_name = os.path.basename(file_path)
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try:
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workbook = load_workbook(file_path)
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except Exception as e:
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raise ParseError(file_name, f"XLSX 文件打开失败: {e}")
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try:
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return self._workbook_to_md(workbook)
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except ParseError:
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raise
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except Exception as e:
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raise ParseError(file_name, f"XLSX 文件解析失败: {e}")
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def _workbook_to_md(self, workbook) -> str:
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"""将整个工作簿转换为 Markdown"""
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sheet_parts = []
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for sheetname in workbook.sheetnames:
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sheet = workbook[sheetname]
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md = self._sheet_to_md(sheet, sheetname)
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if md:
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sheet_parts.append(md)
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return "\n\n".join(sheet_parts)
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def _sheet_to_md(self, sheet, sheetname: str) -> str:
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"""将单个工作表转换为 Markdown 表格"""
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# 处理合并单元格:填充合并区域的值
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merged_values = self._get_merged_cell_values(sheet)
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# 收集所有行数据
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rows = list(sheet.iter_rows())
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if not rows:
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return ""
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# 第一行作为表头
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headers = []
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for cell in rows[0]:
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value = self._resolve_cell_value(cell, merged_values)
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headers.append(self._escape_cell(value))
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if not any(h.strip() for h in headers):
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return ""
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lines = [f"## {sheetname}", ""]
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# 表头行
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lines.append("| " + " | ".join(headers) + " |")
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# 分隔行
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lines.append("| " + " | ".join("---" for _ in headers) + " |")
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# 数据行
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for row in rows[1:]:
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cells = []
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for cell in row:
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value = self._resolve_cell_value(cell, merged_values)
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cells.append(self._escape_cell(value))
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lines.append("| " + " | ".join(cells) + " |")
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return "\n".join(lines)
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@staticmethod
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def _get_merged_cell_values(sheet) -> dict:
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"""
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获取合并单元格的值映射。
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返回 dict: {cell_coordinate: value} 对于合并区域内的所有单元格,
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值来自合并区域左上角的单元格。
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"""
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merged_values = {}
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for merged_range in sheet.merged_cells.ranges:
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# 左上角单元格的值
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top_left_value = sheet.cell(
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row=merged_range.min_row,
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column=merged_range.min_col
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).value
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# 填充合并区域内所有单元格
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for row in range(merged_range.min_row, merged_range.max_row + 1):
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for col in range(merged_range.min_col, merged_range.max_col + 1):
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coord = sheet.cell(row=row, column=col).coordinate
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merged_values[coord] = top_left_value
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return merged_values
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@staticmethod
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def _resolve_cell_value(cell, merged_values: dict):
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"""获取单元格的值,优先使用合并单元格映射"""
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value = cell.value
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if value is None:
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value = merged_values.get(cell.coordinate)
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return value
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@staticmethod
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def _escape_cell(value) -> str:
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"""转义单元格内容,避免破坏 Markdown 表格结构"""
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if value is None:
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return ""
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cell_str = str(value)
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cell_str = cell_str.replace("\r\n", "<br>")
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cell_str = cell_str.replace("\n", "<br>")
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cell_str = cell_str.replace("|", "|")
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cell_str = cell_str.replace("`", "`")
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return cell_str
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