Files
mcp-nextcloud/tests/unit/search/test_pdf_highlighter_bbox.py
T
Chris CoutinhoandClaude Opus 4.7 0b004f54bd refactor(vector): address PR #775 review round 3 — fix unused var, harden boundary lookup, rename trace span
- pdf_highlighter.compute_chunk_bboxes_batch: drop unused chunk_text
  destructure (SonarQube finding), and replace positional
  page_boundaries[page_num - 1] with a key-based next() match so
  reordered or non-1-indexed boundaries can't silently shift the bbox.
  Convert touched f-string log to lazy %s formatting.
- vector/processor: rename the trace_operation span from
  "vector_sync.generate_highlights" to "vector_sync.compute_chunk_bboxes"
  to match what the function actually does.
- Add test_compute_chunk_bboxes_handles_unordered_page_boundaries —
  reverses the boundaries list and asserts identical results to the
  in-order case, guarding the boundary-lookup regression class.
- Pin pre-push-review skill to sonnet model.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-05-08 23:05:31 +02:00

233 lines
7.0 KiB
Python

"""Unit tests for PDFHighlighter.compute_chunk_bboxes_batch (Deck #76).
Replaces the legacy `highlight_chunks_batch`-+-base64 pipeline that inflated
Qdrant payloads with per-chunk PNG screenshots. The new path returns
normalized bounding boxes only.
"""
from __future__ import annotations
import pymupdf
import pytest
from nextcloud_mcp_server.search.pdf_highlighter import PDFHighlighter
def _make_pdf(pages: list[str]) -> bytes:
"""Build an in-memory PDF whose pages contain the given text."""
doc = pymupdf.open()
for body in pages:
page = doc.new_page(width=595, height=842) # A4
page.insert_text((50, 50), body)
pdf_bytes = doc.tobytes()
doc.close()
return pdf_bytes
def _page_boundaries(pages: list[str]) -> tuple[list[dict], str]:
"""Build (page_boundaries, full_text) compatible with the highlighter API."""
boundaries: list[dict] = []
cursor = 0
parts: list[str] = []
for i, body in enumerate(pages, start=1):
end = cursor + len(body)
boundaries.append({"page": i, "start_offset": cursor, "end_offset": end})
parts.append(body)
cursor = end
return boundaries, "".join(parts)
@pytest.mark.unit
def test_compute_chunk_bboxes_returns_normalized_rects():
"""Each returned bbox should be 4 floats in [0, 1] tagged with the page."""
pages = [
"Chapter 1: Introduction. Nextcloud is a self-hosted collaboration platform "
"covering installation, configuration and maintenance topics.",
"Chapter 2: Installation. Download the package, extract it to the web "
"server directory, and configure the database connection.",
]
pdf_bytes = _make_pdf(pages)
boundaries, full_text = _page_boundaries(pages)
chunks = [
(
0,
0,
len(pages[0]),
1,
"Chapter 1: Introduction. Nextcloud is a self-hosted collaboration platform.",
),
(
1,
len(pages[0]),
len(pages[0]) + len(pages[1]),
2,
"Chapter 2: Installation. Download the package.",
),
]
results = PDFHighlighter.compute_chunk_bboxes_batch(
pdf_bytes=pdf_bytes,
chunks=chunks,
page_boundaries=boundaries,
full_text=full_text,
)
assert set(results) == {0, 1}
bboxes_p1, page_p1 = results[0]
bboxes_p2, page_p2 = results[1]
assert page_p1 == 1
assert page_p2 == 2
for rects in (bboxes_p1, bboxes_p2):
assert len(rects) >= 1
for rect in rects:
assert len(rect) == 4
x0, y0, x1, y1 = rect
assert 0.0 <= x0 < x1 <= 1.0
assert 0.0 <= y0 < y1 <= 1.0
@pytest.mark.unit
def test_compute_chunk_bboxes_empty_input():
assert (
PDFHighlighter.compute_chunk_bboxes_batch(
pdf_bytes=b"",
chunks=[],
page_boundaries=[],
full_text="",
)
== {}
)
@pytest.mark.unit
def test_compute_chunk_bboxes_omits_when_offsets_out_of_range():
"""Chunks whose offsets fall outside every page boundary are omitted.
Verifies the docstring contract: *"Chunks whose bbox cannot be located
are omitted from the result."* (path: ``find_chunk_page`` returns None).
"""
pages = ["Page one body text content here for the test."]
pdf_bytes = _make_pdf(pages)
boundaries, full_text = _page_boundaries(pages)
# Offsets way beyond the document end — no page boundary matches.
out_of_range_start = len(full_text) + 1000
out_of_range_end = out_of_range_start + 50
chunks = [(0, out_of_range_start, out_of_range_end, 1, "irrelevant")]
results = PDFHighlighter.compute_chunk_bboxes_batch(
pdf_bytes=pdf_bytes,
chunks=chunks,
page_boundaries=boundaries,
full_text=full_text,
)
assert results == {}
@pytest.mark.unit
def test_compute_chunk_bboxes_omits_when_text_not_in_pdf():
"""Chunks whose page-relative text isn't on the page are omitted.
Verifies the second omission path: ``_find_chunk_bbox`` returns None
when the supplied text cannot be located on the rendered page.
"""
pages = ["Hello world."]
pdf_bytes = _make_pdf(pages)
# Build boundaries from the real text but pass a *different* full_text
# so the page-relative slice is content that does not exist in the PDF.
boundaries, _ = _page_boundaries(pages)
bogus_full_text = "Z" * len(pages[0])
chunks = [(0, 0, len(pages[0]), 1, "ignored")]
results = PDFHighlighter.compute_chunk_bboxes_batch(
pdf_bytes=pdf_bytes,
chunks=chunks,
page_boundaries=boundaries,
full_text=bogus_full_text,
)
assert results == {}
@pytest.mark.unit
@pytest.mark.parametrize("page_index", [0, 1])
def test_compute_chunk_bboxes_assigns_correct_page(page_index: int):
"""Verify the page number returned matches the page the chunk lives on."""
pages = [
"Page one talks about apples and oranges in detail.",
"Page two discusses bananas and grapes thoroughly.",
]
pdf_bytes = _make_pdf(pages)
boundaries, full_text = _page_boundaries(pages)
if page_index == 0:
chunk_text = "apples and oranges"
offsets = (0, len(pages[0]))
else:
chunk_text = "bananas and grapes"
offsets = (len(pages[0]), len(pages[0]) + len(pages[1]))
chunks = [(0, offsets[0], offsets[1], page_index + 1, chunk_text)]
results = PDFHighlighter.compute_chunk_bboxes_batch(
pdf_bytes=pdf_bytes,
chunks=chunks,
page_boundaries=boundaries,
full_text=full_text,
)
assert results, "expected a bbox for the chunk"
_, page_num = results[0]
assert page_num == page_index + 1
@pytest.mark.unit
def test_compute_chunk_bboxes_handles_unordered_page_boundaries():
"""Page lookup must match by ``page`` key, not by list position.
Regression guard: an earlier implementation indexed
``page_boundaries[page_num - 1]``, which silently produces a wrong
bbox if boundaries are passed out of order. Reverse the boundaries
and assert the result is identical to the in-order case.
"""
pages = [
"Page one talks about apples and oranges in detail.",
"Page two discusses bananas and grapes thoroughly.",
]
pdf_bytes = _make_pdf(pages)
boundaries, full_text = _page_boundaries(pages)
chunks = [
(0, 0, len(pages[0]), 1, "apples and oranges"),
(
1,
len(pages[0]),
len(pages[0]) + len(pages[1]),
2,
"bananas and grapes",
),
]
in_order = PDFHighlighter.compute_chunk_bboxes_batch(
pdf_bytes=pdf_bytes,
chunks=chunks,
page_boundaries=boundaries,
full_text=full_text,
)
reversed_order = PDFHighlighter.compute_chunk_bboxes_batch(
pdf_bytes=pdf_bytes,
chunks=chunks,
page_boundaries=list(reversed(boundaries)),
full_text=full_text,
)
assert in_order == reversed_order
assert reversed_order[0][1] == 1
assert reversed_order[1][1] == 2