hermes-agent/tests/tools/test_read_extract.py

490 lines
18 KiB
Python

#!/usr/bin/env python3
"""
Tests for structured-document extraction in the read_file tool.
Covers .ipynb / .docx / .xlsx extraction (ported from Kilo-Org/kilocode
#10733, #10737, #10740) and the read_file_tool integration: pagination,
line-numbering, graceful fallback on malformed input, and hidden-sheet
omission.
Run with: python -m pytest tests/tools/test_read_extract.py -v
"""
import json
import os
import tempfile
import unittest
import zipfile
from unittest import mock
from tools.read_extract import (
ExtractionError,
extract_document_text,
is_extractable_document,
)
from tools.file_tools import read_file_tool
# ---------------------------------------------------------------------------
# Fixture builders — construct minimal valid OOXML / notebook files.
# ---------------------------------------------------------------------------
def _write_notebook(path, cells, nbformat=4):
nb = {"cells": cells, "metadata": {}, "nbformat": nbformat, "nbformat_minor": 5}
with open(path, "w", encoding="utf-8") as fh:
json.dump(nb, fh)
def _write_docx(path, document_xml):
with zipfile.ZipFile(path, "w") as z:
z.writestr("[Content_Types].xml", "<Types/>")
z.writestr("word/document.xml", document_xml)
def _write_xlsx(path, *, workbook, rels, shared, sheets):
"""sheets: dict of part-name -> xml string."""
with zipfile.ZipFile(path, "w") as z:
z.writestr("xl/workbook.xml", workbook)
z.writestr("xl/_rels/workbook.xml.rels", rels)
if shared is not None:
z.writestr("xl/sharedStrings.xml", shared)
for part, xml in sheets.items():
z.writestr(part, xml)
_NS_W = "http://schemas.openxmlformats.org/wordprocessingml/2006/main"
_NS_S = "http://schemas.openxmlformats.org/spreadsheetml/2006/main"
# ---------------------------------------------------------------------------
# is_extractable_document
# ---------------------------------------------------------------------------
class TestIsExtractable(unittest.TestCase):
def test_recognized_extensions(self):
self.assertTrue(is_extractable_document("a.ipynb"))
self.assertTrue(is_extractable_document("/x/B.DOCX"))
self.assertTrue(is_extractable_document("report.xlsx"))
def test_unrecognized_extensions(self):
self.assertFalse(is_extractable_document("a.py"))
self.assertFalse(is_extractable_document("a.txt"))
self.assertFalse(is_extractable_document("a.mp4"))
def test_anydoc_extensions_track_availability(self):
"""PDF (and the other anydoc formats) are extractable exactly when
the optional `anydoc` converter is importable."""
from tools import read_extract
available = read_extract._anydoc() is not None
self.assertEqual(is_extractable_document("a.pdf"), available)
self.assertEqual(is_extractable_document("a.odt"), available)
self.assertEqual(is_extractable_document("a.epub"), available)
# ---------------------------------------------------------------------------
# Optional anydoc-backed formats (PDF, legacy Office, ODF, RTF, EPUB)
# ---------------------------------------------------------------------------
class TestAnydocExtraction(unittest.TestCase):
"""Real-binding tests — skipped when firecrawl-anydoc is not installed."""
@classmethod
def setUpClass(cls):
from tools import read_extract
cls.mod = read_extract._anydoc()
if cls.mod is None:
raise unittest.SkipTest("firecrawl-anydoc not installed")
def setUp(self):
self.tmp = tempfile.mkdtemp(prefix="rex_anydoc_")
def tearDown(self):
import shutil
shutil.rmtree(self.tmp, ignore_errors=True)
def test_rtf_extracts_markdown(self):
p = os.path.join(self.tmp, "doc.rtf")
with open(p, "w", encoding="ascii") as fh:
fh.write(r"{\rtf1\ansi {\b Bold title}\par plain body\par}")
text = extract_document_text(p)
self.assertIn("Bold title", text)
self.assertIn("plain body", text)
self.assertTrue(text.endswith("\n"))
def test_malformed_file_raises_extraction_error(self):
p = os.path.join(self.tmp, "junk.pdf")
with open(p, "wb") as fh:
fh.write(b"\x00\x01 not a pdf at all")
with self.assertRaises(ExtractionError):
extract_document_text(p)
def test_stdlib_docx_path_still_authoritative(self):
"""A .docx keeps using the stdlib extractor even with anydoc
installed — behavior must be identical either way."""
p = os.path.join(self.tmp, "d.docx")
_write_docx(
p,
f'<w:document xmlns:w="{_NS_W}"><w:body>'
"<w:p><w:r><w:t>hello</w:t></w:r></w:p>"
"</w:body></w:document>",
)
text = extract_document_text(p)
self.assertEqual(text, "hello\n")
class TestAnydocSizeCap(unittest.TestCase):
"""Oversized inputs must be rejected before anydoc converts them.
Uses a fake binding so it runs regardless of local install state."""
def setUp(self):
from tools import read_extract
self.rex = read_extract
self._saved_module = read_extract._anydoc_module
self._saved_cap = read_extract.MAX_ANYDOC_BYTES
self.tmp = tempfile.mkdtemp(prefix="rex_cap_")
self.calls = []
class _FakeAnydoc:
def to_markdown(_self, path):
self.calls.append(path)
return "converted\n"
read_extract._anydoc_module = _FakeAnydoc()
def tearDown(self):
import shutil
self.rex._anydoc_module = self._saved_module
self.rex.MAX_ANYDOC_BYTES = self._saved_cap
shutil.rmtree(self.tmp, ignore_errors=True)
def _write(self, name, size):
p = os.path.join(self.tmp, name)
with open(p, "wb") as fh:
fh.write(b"x" * size)
return p
def test_oversized_file_rejected_before_conversion(self):
from tools.read_extract import _extract_anydoc
self.rex.MAX_ANYDOC_BYTES = 10
p = self._write("big.pdf", 11)
with self.assertRaises(ExtractionError) as ctx:
_extract_anydoc(p)
self.assertIn("too large", str(ctx.exception))
self.assertEqual(self.calls, [])
def test_file_at_limit_converts(self):
from tools.read_extract import _extract_anydoc
self.rex.MAX_ANYDOC_BYTES = 10
p = self._write("ok.pdf", 10)
self.assertEqual(_extract_anydoc(p), "converted\n")
self.assertEqual(self.calls, [p])
def test_missing_file_raises_extraction_error(self):
from tools.read_extract import _extract_anydoc
with self.assertRaises(ExtractionError):
_extract_anydoc(os.path.join(self.tmp, "gone.pdf"))
self.assertEqual(self.calls, [])
class TestAnydocAbsent(unittest.TestCase):
"""The absent-dep contract, verified regardless of local install state
by forcing the cached module handle to None."""
def setUp(self):
from tools import read_extract
self._saved = read_extract._anydoc_module
read_extract._anydoc_module = None
def tearDown(self):
from tools import read_extract
read_extract._anydoc_module = self._saved
def test_pdf_not_extractable_without_anydoc(self):
self.assertFalse(is_extractable_document("a.pdf"))
self.assertFalse(is_extractable_document("a.rtf"))
def test_extract_raises_unsupported_without_anydoc(self):
from tools.read_extract import _extract_anydoc
with self.assertRaises(ExtractionError):
_extract_anydoc("/tmp/whatever.pdf")
def test_stdlib_formats_unaffected(self):
self.assertTrue(is_extractable_document("a.ipynb"))
self.assertTrue(is_extractable_document("a.docx"))
self.assertTrue(is_extractable_document("a.xlsx"))
class TestAnydocInitLifecycle(unittest.TestCase):
"""First-load lifecycle: one failed load must not disable extraction
for the rest of the process, and concurrent first use must not race."""
def setUp(self):
from tools import read_extract
self.rex = read_extract
self._saved_module = read_extract._anydoc_module
self._saved_failed_at = read_extract._anydoc_failed_at
self._saved_retry = read_extract.ANYDOC_RETRY_SECONDS
read_extract._anydoc_module = read_extract._ANYDOC_UNSET
read_extract._anydoc_failed_at = None
def tearDown(self):
self.rex._anydoc_module = self._saved_module
self.rex._anydoc_failed_at = self._saved_failed_at
self.rex.ANYDOC_RETRY_SECONDS = self._saved_retry
def test_successful_load_is_cached(self):
fake = object()
calls = []
def fake_import(name):
calls.append(name)
return fake
with mock.patch("importlib.import_module", side_effect=fake_import):
self.assertIs(self.rex._anydoc(), fake)
self.assertIs(self.rex._anydoc(), fake)
self.assertEqual(calls, ["anydoc"])
def test_failed_load_is_retried_after_cooldown(self):
fake = object()
calls = []
def fake_import(name):
calls.append(name)
if len(calls) == 1:
raise ImportError("boom")
return fake
self.rex.ANYDOC_RETRY_SECONDS = 0.0
with mock.patch("importlib.import_module", side_effect=fake_import):
self.assertIsNone(self.rex._anydoc())
self.assertIs(self.rex._anydoc(), fake)
self.assertEqual(calls, ["anydoc", "anydoc"])
def test_failed_load_not_retried_within_cooldown(self):
calls = []
def fake_import(name):
calls.append(name)
raise ImportError("boom")
self.rex.ANYDOC_RETRY_SECONDS = 3600.0
with mock.patch("importlib.import_module", side_effect=fake_import):
self.assertIsNone(self.rex._anydoc())
self.assertIsNone(self.rex._anydoc())
# One import attempt total, and the handle stays UNSET so a retry
# remains possible once the cooldown expires.
self.assertEqual(calls, ["anydoc"])
self.assertIs(self.rex._anydoc_module, self.rex._ANYDOC_UNSET)
def test_concurrent_first_load_imports_once(self):
import threading
fake = object()
calls = []
barrier = threading.Barrier(4)
def fake_import(name):
calls.append(name)
return fake
def worker(out):
barrier.wait(5)
out.append(self.rex._anydoc())
with mock.patch("importlib.import_module", side_effect=fake_import):
results = []
threads = [threading.Thread(target=worker, args=(results,)) for _ in range(3)]
for t in threads:
t.start()
barrier.wait(5)
for t in threads:
t.join(5)
self.assertEqual(calls, ["anydoc"])
self.assertEqual(results, [fake, fake, fake])
# ---------------------------------------------------------------------------
# Notebooks (.ipynb) — #10733
# ---------------------------------------------------------------------------
class TestNotebookExtraction(unittest.TestCase):
def setUp(self):
self.tmp = tempfile.mkdtemp(prefix="rex_nb_")
def tearDown(self):
import shutil
shutil.rmtree(self.tmp, ignore_errors=True)
def test_markdown_and_code_in_order(self):
p = os.path.join(self.tmp, "nb.ipynb")
_write_notebook(p, [
{"cell_type": "markdown", "source": ["# Title\n", "para"]},
{"cell_type": "code", "source": "x = 1\nprint(x)",
"outputs": [{"output_type": "stream", "text": ["1\n"]}],
"execution_count": 1},
])
text = extract_document_text(p)
self.assertIn("# Title", text)
self.assertIn("print(x)", text)
# Output payloads must NOT leak into the extracted text.
self.assertNotIn("output_type", text)
self.assertNotIn("execution_count", text)
# Order preserved: markdown before code.
self.assertLess(text.index("Title"), text.index("print(x)"))
def test_empty_cells_raises(self):
p = os.path.join(self.tmp, "empty.ipynb")
_write_notebook(p, [])
with self.assertRaises(ExtractionError):
extract_document_text(p)
# ---------------------------------------------------------------------------
# Word documents (.docx) — #10737
# ---------------------------------------------------------------------------
class TestDocxExtraction(unittest.TestCase):
def setUp(self):
self.tmp = tempfile.mkdtemp(prefix="rex_docx_")
def tearDown(self):
import shutil
shutil.rmtree(self.tmp, ignore_errors=True)
def _doc(self, body):
return (f'<?xml version="1.0"?><w:document xmlns:w="{_NS_W}">'
f'<w:body>{body}</w:body></w:document>')
def test_paragraphs_and_runs(self):
p = os.path.join(self.tmp, "d.docx")
_write_docx(p, self._doc(
'<w:p><w:r><w:t>Hello </w:t></w:r><w:r><w:t>World</w:t></w:r></w:p>'
'<w:p><w:r><w:t>Second</w:t></w:r></w:p>'))
text = extract_document_text(p)
self.assertIn("Hello World", text)
self.assertIn("Second", text)
def test_missing_document_xml_raises(self):
p = os.path.join(self.tmp, "nodoc.docx")
with zipfile.ZipFile(p, "w") as z:
z.writestr("other.xml", "<x/>")
with self.assertRaises(ExtractionError):
extract_document_text(p)
# ---------------------------------------------------------------------------
# Excel workbooks (.xlsx) — #10740
# ---------------------------------------------------------------------------
class TestXlsxExtraction(unittest.TestCase):
def setUp(self):
self.tmp = tempfile.mkdtemp(prefix="rex_xlsx_")
def tearDown(self):
import shutil
shutil.rmtree(self.tmp, ignore_errors=True)
def _build(self, path, *, include_hidden=True):
r = "http://schemas.openxmlformats.org/officeDocument/2006/relationships"
hidden_sheet = (f'<sheet name="Hidden" sheetId="2" state="hidden" '
f'xmlns:r="{r}" r:id="rId2"/>') if include_hidden else ""
workbook = (
f'<workbook xmlns="{_NS_S}" xmlns:r="{r}"><sheets>'
f'<sheet name="Data" sheetId="1" r:id="rId1"/>{hidden_sheet}'
f'</sheets></workbook>')
rels = (
'<Relationships xmlns="http://schemas.openxmlformats.org/package/2006/relationships">'
'<Relationship Id="rId1" Target="worksheets/sheet1.xml" Type="x"/>'
'<Relationship Id="rId2" Target="worksheets/sheet2.xml" Type="x"/>'
'</Relationships>')
shared = (f'<sst xmlns="{_NS_S}"><si><t>Name</t></si><si><t>Score</t></si>'
f'<si><t>Alice</t></si></sst>')
sheet1 = (
f'<worksheet xmlns="{_NS_S}"><sheetData>'
'<row r="1"><c r="A1" t="s"><v>0</v></c><c r="B1" t="s"><v>1</v></c></row>'
'<row r="2"><c r="A2" t="s"><v>2</v></c><c r="B2"><v>95</v></c></row>'
'</sheetData></worksheet>')
sheet2 = (f'<worksheet xmlns="{_NS_S}"><sheetData>'
'<row r="1"><c r="A1" t="str"><v>SECRETDATA</v></c></row>'
'</sheetData></worksheet>')
_write_xlsx(path, workbook=workbook, rels=rels, shared=shared,
sheets={"xl/worksheets/sheet1.xml": sheet1,
"xl/worksheets/sheet2.xml": sheet2})
def test_visible_sheet_content(self):
p = os.path.join(self.tmp, "wb.xlsx")
self._build(p)
text = extract_document_text(p)
self.assertIn("Data", text) # sheet label
self.assertIn("Name\tScore", text) # shared-string header row
self.assertIn("Alice\t95", text) # string + numeric cells
def test_not_a_zip_raises(self):
p = os.path.join(self.tmp, "bad.xlsx")
with open(p, "wb") as fh:
fh.write(b"nope")
with self.assertRaises(ExtractionError):
extract_document_text(p)
# ---------------------------------------------------------------------------
# read_file_tool integration
# ---------------------------------------------------------------------------
class TestReadFileToolIntegration(unittest.TestCase):
def setUp(self):
self.tmp = tempfile.mkdtemp(prefix="rex_int_")
def tearDown(self):
import shutil
shutil.rmtree(self.tmp, ignore_errors=True)
def test_notebook_read_is_line_numbered(self):
p = os.path.join(self.tmp, "nb.ipynb")
_write_notebook(p, [
{"cell_type": "markdown", "source": "# H"},
{"cell_type": "code", "source": "print(1)"},
])
res = json.loads(read_file_tool(p))
self.assertTrue(res.get("extracted_document"))
self.assertIn("1|", res["content"]) # line-number gutter
self.assertIn("print(1)", res["content"])
def test_corrupt_docx_falls_through_to_binary_guard(self):
p = os.path.join(self.tmp, "bad.docx")
with open(p, "wb") as fh:
fh.write(b"not a zip")
res = json.loads(read_file_tool(p))
# Should NOT crash; falls through to the binary-extension guard.
self.assertIn("error", res)
self.assertIn("binary", res["error"].lower())
def test_docx_read_extracts(self):
p = os.path.join(self.tmp, "d.docx")
_write_docx(p, (f'<?xml version="1.0"?><w:document xmlns:w="{_NS_W}">'
'<w:body><w:p><w:r><w:t>Report body</w:t></w:r></w:p>'
'</w:body></w:document>'))
res = json.loads(read_file_tool(p))
self.assertTrue(res.get("extracted_document"))
self.assertIn("Report body", res["content"])
if __name__ == "__main__":
unittest.main()