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X-Financial/server/tests/test_knowledge_document_extractors.py

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from __future__ import annotations
from zipfile import ZipFile
from app.services.knowledge_document_extractors import _extract_document_text_from_path
def test_extract_docx_document_text_preserves_tables_as_markdown(tmp_path) -> None:
file_path = tmp_path / "financial-basic.docx"
_write_minimal_docx_with_table(
file_path,
paragraphs=[
"远光软件股份有限公司",
"财务基础知识手册",
"二、常用会计科目",
],
table=[
["科目类别", "科目名称", "说明"],
["资产类", "库存现金", "公司持有的现金"],
["负债类", "应付账款", "因购买商品或接受劳务应付的款项"],
["损益类", "销售费用", "为销售产品发生的费用"],
],
)
text = _extract_document_text_from_path(
file_path=file_path,
original_name="远光软件财务基础知识手册.docx",
mime_type="application/vnd.openxmlformats-officedocument.wordprocessingml.document",
)
assert "二、常用会计科目" in text
assert "| 科目类别 | 科目名称 | 说明 |" in text
assert "| 资产类 | 库存现金 | 公司持有的现金 |" in text
assert "| 负债类 | 应付账款 | 因购买商品或接受劳务应付的款项 |" in text
assert "| 损益类 | 销售费用 | 为销售产品发生的费用 |" in text
assert "表格第 2 行:科目类别=资产类;科目名称=库存现金;说明=公司持有的现金" in text
assert "科目类别\n科目名称\n说明" not in text
def test_extract_xlsx_document_text_builds_markdown_with_row_clues(tmp_path) -> None:
file_path = tmp_path / "company-expense-rules.xlsx"
_write_minimal_xlsx(
file_path,
sheet_name="报销标准",
rows=[
["费用类型", "标准", "说明"],
["住宿费", "500", "超标准需事前审批"],
["交通费", "据实", "保留发票"],
],
)
text = _extract_document_text_from_path(
file_path=file_path,
original_name="公司支出管理办法.xlsx",
mime_type="application/vnd.openxmlformats-officedocument.spreadsheetml.sheet",
)
assert "# Excel 工作簿:公司支出管理办法.xlsx" in text
assert "## 工作表 1报销标准" in text
assert "| 费用类型 | 标准 | 说明 |" in text
assert "费用类型=住宿费;标准=500说明=超标准需事前审批" in text
assert "费用类型=交通费;标准=据实;说明=保留发票" in text
def test_extract_pptx_document_text_builds_markdown_slides(tmp_path) -> None:
file_path = tmp_path / "training.pptx"
slide_xml = """<?xml version="1.0" encoding="UTF-8" standalone="yes"?>
<p:sld xmlns:a="http://schemas.openxmlformats.org/drawingml/2006/main"
xmlns:p="http://schemas.openxmlformats.org/presentationml/2006/main">
<p:cSld>
<p:spTree>
<p:sp><p:txBody><a:p><a:r><a:t>差旅报销培训</a:t></a:r></a:p></p:txBody></p:sp>
<p:sp><p:txBody><a:p><a:r><a:t>发票审批预算三项要素必须齐全</a:t></a:r></a:p></p:txBody></p:sp>
</p:spTree>
</p:cSld>
</p:sld>
"""
with ZipFile(file_path, "w") as archive:
archive.writestr("ppt/slides/slide1.xml", slide_xml)
text = _extract_document_text_from_path(
file_path=file_path,
original_name="报销培训.pptx",
mime_type="application/vnd.openxmlformats-officedocument.presentationml.presentation",
)
assert "# PowerPoint 演示文稿:报销培训.pptx" in text
assert "## 幻灯片 1" in text
assert "- 差旅报销培训" in text
assert "- 发票、审批、预算三项要素必须齐全" in text
def _write_minimal_docx_with_table(
file_path,
*,
paragraphs: list[str],
table: list[list[str]],
) -> None:
paragraph_xml = "\n".join(f"<w:p>{_docx_text_run(text)}</w:p>" for text in paragraphs)
table_xml = (
"<w:tbl>"
+ "".join(
"<w:tr>"
+ "".join(f"<w:tc><w:p>{_docx_text_run(cell)}</w:p></w:tc>" for cell in row)
+ "</w:tr>"
for row in table
)
+ "</w:tbl>"
)
document_xml = f"""<?xml version="1.0" encoding="UTF-8" standalone="yes"?>
<w:document xmlns:w="http://schemas.openxmlformats.org/wordprocessingml/2006/main">
<w:body>
{paragraph_xml}
{table_xml}
</w:body>
</w:document>
"""
with ZipFile(file_path, "w") as archive:
archive.writestr("word/document.xml", document_xml)
def _docx_text_run(text: str) -> str:
return f"<w:r><w:t>{text}</w:t></w:r>"
def _write_minimal_xlsx(file_path, *, sheet_name: str, rows: list[list[str]]) -> None:
workbook_xml = f"""<?xml version="1.0" encoding="UTF-8" standalone="yes"?>
<workbook xmlns="http://schemas.openxmlformats.org/spreadsheetml/2006/main"
xmlns:r="http://schemas.openxmlformats.org/officeDocument/2006/relationships">
<sheets>
<sheet name="{sheet_name}" sheetId="1" r:id="rId1"/>
</sheets>
</workbook>
"""
rels_xml = """<?xml version="1.0" encoding="UTF-8" standalone="yes"?>
<Relationships xmlns="http://schemas.openxmlformats.org/package/2006/relationships">
<Relationship Id="rId1"
Type="http://schemas.openxmlformats.org/officeDocument/2006/relationships/worksheet"
Target="worksheets/sheet1.xml"/>
</Relationships>
"""
row_xml = "\n".join(
f'<row r="{row_index}">'
+ "".join(
f'<c r="{chr(65 + column_index)}{row_index}" t="inlineStr"><is><t>{cell}</t></is></c>'
for column_index, cell in enumerate(row)
)
+ "</row>"
for row_index, row in enumerate(rows, start=1)
)
sheet_xml = f"""<?xml version="1.0" encoding="UTF-8" standalone="yes"?>
<worksheet xmlns="http://schemas.openxmlformats.org/spreadsheetml/2006/main">
<sheetData>
{row_xml}
</sheetData>
</worksheet>
"""
with ZipFile(file_path, "w") as archive:
archive.writestr("xl/workbook.xml", workbook_xml)
archive.writestr("xl/_rels/workbook.xml.rels", rels_xml)
archive.writestr("xl/worksheets/sheet1.xml", sheet_xml)