Files
paperless-ngx/src/documents/tests/test_parsers.py
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523 lines
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Python

import subprocess
from collections.abc import Generator
from pathlib import Path
import pikepdf
import pytest
from PIL import Image
from pytest_django.fixtures import Settings
from pytest_mock import MockerFixture
from documents.parsers import ParseError
from documents.parsers import _compute_thumbnail_dpi
from documents.parsers import encode_thumbnail_webp
from documents.parsers import get_default_file_extension
from documents.parsers import get_default_thumbnail
from documents.parsers import get_supported_file_extensions
from documents.parsers import is_file_ext_supported
from documents.parsers import make_thumbnail_from_pdf
from documents.parsers import rasterize_pdf_page_to_png
from paperless.parsers.registry import get_parser_registry
from paperless.parsers.registry import reset_parser_registry
from paperless.parsers.tesseract import RasterisedDocumentParser
from paperless.parsers.text import TextDocumentParser
from paperless.parsers.tika import TikaDocumentParser
@pytest.fixture()
def _tika_registry(settings: Settings) -> Generator[None, None, None]:
"""
Rebuild the parser registry with Tika enabled for the duration of the
test, then reset on exit so other tests see the default (Tika-disabled)
registry.
"""
settings.TIKA_ENABLED = True
reset_parser_registry()
yield
reset_parser_registry()
@pytest.mark.django_db
class TestParserAvailability:
@pytest.mark.parametrize(
("mime_type", "ext"),
[
pytest.param("application/pdf", ".pdf", id="pdf"),
pytest.param("image/png", ".png", id="png"),
pytest.param("image/jpeg", ".jpg", id="jpeg"),
pytest.param("image/tiff", ".tif", id="tiff"),
pytest.param("image/webp", ".webp", id="webp"),
],
)
def test_tesseract_parser(self, mime_type: str, ext: str) -> None:
"""
GIVEN:
- Various mime types
WHEN:
- The parser class is instantiated
THEN:
- The Tesseract based parser is returned
"""
assert ext in get_supported_file_extensions()
assert get_default_file_extension(mime_type) == ext
assert isinstance(
get_parser_registry().get_parser_for_file(mime_type, "")(),
RasterisedDocumentParser,
)
@pytest.mark.parametrize(
("mime_type", "ext"),
[
pytest.param("text/plain", ".txt", id="plain"),
pytest.param("text/csv", ".csv", id="csv"),
],
)
def test_text_parser(self, mime_type: str, ext: str) -> None:
"""
GIVEN:
- Various mime types of a text form
WHEN:
- The parser class is instantiated
THEN:
- The text based parser is returned
"""
assert ext in get_supported_file_extensions()
assert get_default_file_extension(mime_type) == ext
assert isinstance(
get_parser_registry().get_parser_for_file(mime_type, "")(),
TextDocumentParser,
)
@pytest.mark.usefixtures("_tika_registry")
@pytest.mark.parametrize(
("mime_type", "ext"),
[
pytest.param(
"application/vnd.oasis.opendocument.text",
".odt",
id="odt",
),
pytest.param("text/rtf", ".rtf", id="rtf"),
pytest.param("application/msword", ".doc", id="doc"),
pytest.param(
"application/vnd.openxmlformats-officedocument.wordprocessingml.document",
".docx",
id="docx",
),
],
)
def test_tika_parser(self, mime_type: str, ext: str) -> None:
"""
GIVEN:
- Various mime types of an office document form
WHEN:
- The parser class is instantiated
THEN:
- The Tika/Gotenberg based parser is returned
"""
assert ext in get_supported_file_extensions()
assert get_default_file_extension(mime_type) == ext
assert isinstance(
get_parser_registry().get_parser_for_file(mime_type, "")(),
TikaDocumentParser,
)
def test_no_parser_for_mime(self) -> None:
assert get_parser_registry().get_parser_for_file("text/sdgsdf", "") is None
def test_default_extension(self) -> None:
# Test no parser declared still returns an extension
assert get_default_file_extension("application/zip") == ".zip"
# Test invalid mimetype returns no extension
assert get_default_file_extension("aasdasd/dgfgf") == ""
def test_file_extension_support(self) -> None:
assert is_file_ext_supported(".pdf")
assert not is_file_ext_supported(".hsdfh")
assert not is_file_ext_supported("")
class TestComputeThumbnailDpi:
@pytest.mark.parametrize(
("size", "expected"),
[
pytest.param((612.0, 792.0), (500 * 72 / 612, 2), id="letter-width-bound"),
pytest.param(
(792.0, 612.0),
(500 * 72 / 792, 2),
id="landscape-width-bound",
),
pytest.param(
(612.0, 100000.0),
(5000 * 72 / 100000, 2),
id="tall-strip-height-bound",
),
pytest.param((200.0, 300.0), (180, 2), id="small-page-width-bound"),
pytest.param((72.0, 72.0), (300, 2), id="tiny-page-capped-at-300"),
pytest.param(
(1000000.0, 1000000.0),
(500 * 72 / 1000000, 2),
id="huge-page-fractional",
),
pytest.param(None, (150, 1), id="unreadable-geometry-fallback"),
],
)
def test_dpi_from_page_size(
self,
mocker: MockerFixture,
tmp_path: Path,
size: tuple[float, float] | None,
expected: tuple[float, int],
) -> None:
"""
GIVEN:
- A first page of the given size, or unreadable geometry
WHEN:
- The thumbnail DPI is computed
THEN:
- The expected DPI and supersample factor are returned
"""
mocker.patch(
"paperless.parsers.utils.get_pdf_first_page_size_points",
return_value=size,
)
assert _compute_thumbnail_dpi(tmp_path / "doc.pdf") == pytest.approx(expected)
class TestMakeThumbnailFromPdf:
@pytest.fixture
def work_dir(self, tmp_path: Path) -> Path:
path = tmp_path / "work"
path.mkdir()
return path
@staticmethod
def _write_blank_pdf(path: Path, page_size: tuple[int, int] = (612, 792)) -> Path:
pdf = pikepdf.new()
pdf.add_blank_page(page_size=page_size)
pdf.save(path, object_stream_mode=pikepdf.ObjectStreamMode.disable)
return path
@pytest.mark.parametrize(
("size", "expected_dpi", "expected_supersample"),
[
pytest.param(
(612.0, 792.0),
2 * 500 * 72 / 612,
2,
id="known-geometry-2x",
),
pytest.param(None, 150, 1, id="unreadable-geometry-plain-fallback"),
],
)
def test_render_dpi_requested(
self,
mocker: MockerFixture,
tmp_path: Path,
work_dir: Path,
size: tuple[float, float] | None,
expected_dpi: float,
expected_supersample: int,
) -> None:
"""
GIVEN:
- Readable or unreadable page geometry
WHEN:
- A thumbnail is made
THEN:
- Rasterize and encode get the matching DPI and supersample factor
"""
mocker.patch(
"paperless.parsers.utils.get_pdf_first_page_size_points",
return_value=size,
)
rasterize = mocker.patch("documents.parsers.rasterize_pdf_page_to_png")
encode = mocker.patch("documents.parsers.encode_thumbnail_webp")
make_thumbnail_from_pdf(tmp_path / "in.pdf", work_dir)
assert rasterize.call_args.kwargs["dpi"] == pytest.approx(expected_dpi)
assert encode.call_args.kwargs["supersample"] == expected_supersample
@pytest.mark.parametrize(
("page_size", "expected_width"),
[
pytest.param((612, 792), 500, id="letter"),
pytest.param((792, 612), 500, id="landscape-letter"),
pytest.param((595, 842), 500, id="a4"),
pytest.param((200, 300), 500, id="small-page"),
pytest.param((72, 72), 300, id="tiny-page-capped"),
],
)
def test_thumbnail_width(
self,
tmp_path: Path,
work_dir: Path,
page_size: tuple[int, int],
expected_width: int,
) -> None:
"""
GIVEN:
- A PDF whose first page has the given size in points
WHEN:
- A thumbnail is made from it
THEN:
- The thumbnail has the expected width
"""
pdf_path = self._write_blank_pdf(tmp_path / "in.pdf", page_size)
thumb = make_thumbnail_from_pdf(pdf_path, work_dir)
assert thumb == work_dir / "convert.webp"
with Image.open(thumb) as im:
assert im.format == "WEBP"
assert im.width == expected_width
@classmethod
def _write_pdf_without_xref(cls, path: Path) -> Path:
"""
Cuts off the xref and trailer, which pdftoppm cannot recover from but qpdf can.
"""
cls._write_blank_pdf(path)
data = path.read_bytes()
path.write_bytes(data[: data.rindex(b"\nxref")])
return path
def test_qpdf_repair_produces_real_thumbnail(
self,
tmp_path: Path,
work_dir: Path,
) -> None:
"""
GIVEN:
- A PDF with its xref table and trailer cut off
WHEN:
- A thumbnail is made from it
THEN:
- The thumbnail is rendered from a qpdf repaired copy
- The original file is unchanged
"""
pdf_path = self._write_pdf_without_xref(tmp_path / "broken.pdf")
original_bytes = pdf_path.read_bytes()
with pytest.raises(ParseError):
rasterize_pdf_page_to_png(pdf_path, work_dir / "probe.png", dpi=50)
thumb = make_thumbnail_from_pdf(pdf_path, work_dir)
assert thumb == work_dir / "convert_qpdf.webp"
with Image.open(thumb) as im:
assert im.format == "WEBP"
assert im.width == 500
assert pdf_path.read_bytes() == original_bytes
@pytest.mark.parametrize(
"qpdf_error",
[
pytest.param(subprocess.CalledProcessError(2, "qpdf"), id="qpdf-fails"),
pytest.param(None, id="repaired-still-unrenderable"),
],
)
def test_double_failure_uses_default_thumbnail(
self,
mocker: MockerFixture,
tmp_path: Path,
work_dir: Path,
qpdf_error: subprocess.CalledProcessError | None,
) -> None:
"""
GIVEN:
- A PDF that cannot be rendered, even after qpdf repair
WHEN:
- A thumbnail is made from it
THEN:
- A copy of the default thumbnail is returned
"""
mocker.patch(
"documents.parsers.rasterize_pdf_page_to_png",
side_effect=ParseError("Does not compute."),
)
if qpdf_error is not None:
mocker.patch("documents.parsers.run_subprocess", side_effect=qpdf_error)
pdf_path = self._write_blank_pdf(tmp_path / "in.pdf")
thumb = make_thumbnail_from_pdf(pdf_path, work_dir)
assert thumb == work_dir / "document.webp"
assert thumb.read_bytes() == get_default_thumbnail().read_bytes()
class TestRasterizePdfPageToPng:
@staticmethod
def _write_pdf(
path: Path,
*,
crop_box: tuple[float, float, float, float] | None = None,
rotate: int | None = None,
) -> Path:
pdf = pikepdf.new()
pdf.add_blank_page(page_size=(144, 72))
pdf.add_blank_page(page_size=(300, 300))
page = pdf.pages[0]
if crop_box is not None:
page.obj.CropBox = pikepdf.Array(crop_box)
if rotate is not None:
page.obj.Rotate = rotate
pdf.save(path)
return path
@pytest.mark.parametrize(
("crop_box", "rotate", "expected_size"),
[
pytest.param(None, None, (144, 72), id="plain"),
pytest.param(None, 90, (72, 144), id="rotated-90"),
pytest.param((0, 0, 72, 36), None, (72, 36), id="crop-box"),
],
)
def test_renders_first_page_to_exact_path(
self,
tmp_path: Path,
crop_box: tuple[float, float, float, float] | None,
rotate: int | None,
expected_size: tuple[int, int],
) -> None:
"""
GIVEN:
- A two page PDF, first page optionally cropped or rotated
WHEN:
- The first page is rasterized at 72 DPI
THEN:
- Only out_path is written, sized to the first page's crop and rotation
"""
pdf_path = self._write_pdf(
tmp_path / "in.pdf",
crop_box=crop_box,
rotate=rotate,
)
out_dir = tmp_path / "out"
out_dir.mkdir()
out_path = out_dir / "page1.png"
rasterize_pdf_page_to_png(pdf_path, out_path, dpi=72)
assert list(out_dir.iterdir()) == [out_path]
with Image.open(out_path) as im:
assert im.format == "PNG"
assert im.size == expected_size
def test_failure_raises_parse_error(self, tmp_path: Path) -> None:
"""
GIVEN:
- A file that is not a PDF
WHEN:
- Rasterization is attempted
THEN:
- A ParseError is raised
"""
bad = tmp_path / "bad.pdf"
bad.write_bytes(b"not a pdf")
with pytest.raises(ParseError):
rasterize_pdf_page_to_png(bad, tmp_path / "page1.png", dpi=72)
class TestEncodeThumbnailWebp:
@pytest.mark.parametrize(
("mode", "color"),
[
pytest.param("RGBA", (0, 0, 0, 0), id="rgba"),
pytest.param("LA", (0, 0), id="la"),
],
)
def test_alpha_flattened_onto_white(
self,
tmp_path: Path,
mode: str,
color: tuple[int, ...],
) -> None:
"""
GIVEN:
- A fully transparent PNG with an alpha channel
WHEN:
- It is encoded as a thumbnail
THEN:
- The WebP output is RGB with the transparency flattened to white
"""
png_path = tmp_path / "in.png"
Image.new(mode, (20, 10), color).save(png_path)
out_path = tmp_path / "out.webp"
encode_thumbnail_webp(png_path, out_path)
with Image.open(out_path) as im:
assert im.format == "WEBP"
assert im.mode == "RGB"
assert im.size == (20, 10)
red, green, blue = im.getpixel((10, 5))
assert min(red, green, blue) >= 250
@pytest.mark.parametrize(
("in_size", "supersample", "expected_size"),
[
pytest.param((1000, 2000), 1, (500, 1000), id="too-wide-shrunk"),
pytest.param((100, 10000), 1, (50, 5000), id="too-tall-shrunk"),
pytest.param((100, 200), 1, (100, 200), id="small-not-enlarged"),
pytest.param((1000, 1400), 2, (500, 700), id="2x-halved"),
pytest.param((1001, 1401), 2, (500, 700), id="2x-odd-rounded"),
pytest.param((600, 800), 2, (300, 400), id="2x-small-not-enlarged"),
pytest.param((900, 1200), 2, (450, 600), id="2x-below-clamp"),
],
)
def test_size_clamped_and_downsampled(
self,
tmp_path: Path,
in_size: tuple[int, int],
supersample: int,
expected_size: tuple[int, int],
) -> None:
"""
GIVEN:
- A rendered image and its supersample factor
WHEN:
- It is encoded as a thumbnail with that factor
THEN:
- It is downsampled, fit within 500x5000 and never enlarged
"""
png_path = tmp_path / "in.png"
Image.new("RGB", in_size, (255, 255, 255)).save(png_path)
out_path = tmp_path / "out.webp"
encode_thumbnail_webp(png_path, out_path, supersample=supersample)
with Image.open(out_path) as im:
assert im.size == expected_size
@pytest.mark.parametrize(
"error",
[
pytest.param(OSError("broken image"), id="os-error"),
pytest.param(Image.DecompressionBombError("too large"), id="bomb"),
],
)
def test_decode_failure_raises_parse_error(
self,
tmp_path: Path,
mocker: MockerFixture,
error: Exception,
) -> None:
"""
GIVEN:
- Opening the rendered image fails
WHEN:
- It is encoded as a thumbnail
THEN:
- A ParseError is raised
"""
png_path = tmp_path / "in.png"
Image.new("RGB", (10, 10)).save(png_path)
mocker.patch("PIL.Image.open", side_effect=error)
with pytest.raises(ParseError):
encode_thumbnail_webp(png_path, tmp_path / "out.webp")