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Tesseract sait nativement produire un ALTO 4 via
``pytesseract.image_to_alto_xml``. Ce test vΓ©rifie que :
1. Le flag ``expose_alto`` (off par dΓ©faut, compat ascendante) ajoute
un ``Artifact ALTO_XML`` Γ la sortie d'``execute()``.
2. La sortie est validΓ©e structurellement (XML bien formΓ©) avant
d'Γͺtre promue en artefact.
3. Les dΓ©faillances (Tesseract qui plante, sortie vide, XML mal
formΓ©) sont absorbΓ©es en warning sans casser l'OCR ``RAW_TEXT``.
4. Un test ``@pytest.mark.live`` invoque le vrai binaire
``tesseract`` et vΓ©rifie que l'ALTO produit est valide.
"""
from __future__ import annotations
from pathlib import Path
from unittest.mock import MagicMock, patch
import pytest
from picarones.adapters.ocr import TesseractAdapter
from picarones.domain.artifacts import Artifact, ArtifactType
from picarones.pipeline.types import RunContext
# ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
# Helpers
# ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
_PNG_HEADER = b"\x89PNG\r\n\x1a\n"
_ALTO_VALID = """<?xml version="1.0" encoding="UTF-8"?>
<alto xmlns="http://www.loc.gov/standards/alto/ns-v4#">
<Layout>
<Page ID="page_1" PHYSICAL_IMG_NR="1" WIDTH="1000" HEIGHT="1500">
<PrintSpace ID="ps_1">
<TextBlock ID="block_1">
<TextLine ID="line_1">
<String ID="word_1" CONTENT="Bonjour"
HPOS="100" VPOS="100" WIDTH="80" HEIGHT="20"/>
<String ID="word_2" CONTENT="monde"
HPOS="200" VPOS="100" WIDTH="60" HEIGHT="20"/>
</TextLine>
</TextBlock>
</PrintSpace>
</Page>
</Layout>
</alto>
"""
def _make_image_artifact(uri: str) -> Artifact:
return Artifact(
id="d1:initial:image",
document_id="d1",
type=ArtifactType.IMAGE,
uri=uri,
)
def _make_context() -> RunContext:
return RunContext(
document_id="d1",
code_version="1.0.0",
pipeline_name="test",
)
def _create_dummy_image(tmp_path: Path) -> Path:
path = tmp_path / "page.png"
path.write_bytes(_PNG_HEADER)
return path
# ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
# Constructeur
# ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
class TestExposeAltoFlag:
def test_default_off(self) -> None:
"""Compat ascendante : ``expose_alto`` est dΓ©sactivΓ© par dΓ©faut.
Les pipelines existants qui consomment ``RAW_TEXT`` /
``CONFIDENCES`` ne reΓ§oivent aucun nouvel artefact non
sollicitΓ©.
"""
adapter = TesseractAdapter()
assert adapter.expose_alto is False
def test_can_be_enabled(self) -> None:
adapter = TesseractAdapter(expose_alto=True)
assert adapter.expose_alto is True
def test_alto_xml_in_class_output_types(self) -> None:
"""Phase B5 β ``ALTO_XML`` est dans le set maximal de
l'adapter (le YAML ``output_types`` du step dΓ©cide quels
types l'aval consomme).
"""
assert ArtifactType.ALTO_XML in TesseractAdapter.output_types
def test_default_output_still_includes_raw_text(self) -> None:
"""Pas de rΓ©gression : ``RAW_TEXT`` et ``CONFIDENCES`` restent
dans le set maximal."""
assert ArtifactType.RAW_TEXT in TesseractAdapter.output_types
assert ArtifactType.CONFIDENCES in TesseractAdapter.output_types
# ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
# execute() β pas de production ALTO si expose_alto=False
# ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
class TestExecuteNoAlto:
@patch("PIL.Image.open")
@patch("pytesseract.image_to_string")
@patch("pytesseract.image_to_alto_xml")
def test_alto_function_not_called_by_default(
self,
mock_image_to_alto: MagicMock,
mock_image_to_string: MagicMock,
mock_image_open: MagicMock,
tmp_path: Path,
) -> None:
"""Sans ``expose_alto``, ``pytesseract.image_to_alto_xml``
n'est jamais invoquΓ© β pas de coΓ»t Tesseract additionnel."""
mock_image_to_string.return_value = "Bonjour le monde"
mock_image_open.return_value.__enter__.return_value = MagicMock()
adapter = TesseractAdapter(
expose_alto=False, expose_confidences=False,
)
image_path = _create_dummy_image(tmp_path)
result = adapter.execute(
inputs={ArtifactType.IMAGE: _make_image_artifact(str(image_path))},
params={}, context=_make_context(),
)
# ALTO absent du rΓ©sultat.
assert ArtifactType.ALTO_XML not in result
# ``image_to_alto_xml`` jamais invoquΓ©.
mock_image_to_alto.assert_not_called()
# ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
# execute() β production ALTO quand expose_alto=True
# ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
class TestExecuteAltoEnabled:
@patch("PIL.Image.open")
@patch("pytesseract.image_to_string")
@patch("pytesseract.image_to_alto_xml")
def test_alto_artifact_produced(
self,
mock_image_to_alto: MagicMock,
mock_image_to_string: MagicMock,
mock_image_open: MagicMock,
tmp_path: Path,
) -> None:
"""Avec ``expose_alto=True``, un ``Artifact ALTO_XML`` est
produit en plus du ``RAW_TEXT``."""
mock_image_to_string.return_value = "Bonjour monde"
mock_image_to_alto.return_value = _ALTO_VALID.encode("utf-8")
mock_image_open.return_value.__enter__.return_value = MagicMock()
adapter = TesseractAdapter(
expose_alto=True, expose_confidences=False,
)
image_path = _create_dummy_image(tmp_path)
result = adapter.execute(
inputs={ArtifactType.IMAGE: _make_image_artifact(str(image_path))},
params={}, context=_make_context(),
)
assert ArtifactType.ALTO_XML in result
alto_artifact = result[ArtifactType.ALTO_XML]
assert alto_artifact.type == ArtifactType.ALTO_XML
assert alto_artifact.uri is not None
# Le fichier ALTO existe et contient l'XML retournΓ© par Tesseract.
alto_path = Path(alto_artifact.uri)
assert alto_path.exists()
assert alto_path.suffix == ".xml"
assert "alto" in alto_path.name.lower()
assert "Bonjour" in alto_path.read_text(encoding="utf-8")
@patch("PIL.Image.open")
@patch("pytesseract.image_to_string")
@patch("pytesseract.image_to_alto_xml")
def test_alto_called_with_correct_lang_and_config(
self,
mock_image_to_alto: MagicMock,
mock_image_to_string: MagicMock,
mock_image_open: MagicMock,
tmp_path: Path,
) -> None:
"""``image_to_alto_xml`` reΓ§oit les mΓͺmes ``lang``/``config``
que ``image_to_string`` β cohΓ©rence des paramΓ¨tres OCR."""
mock_image_to_string.return_value = "x"
mock_image_to_alto.return_value = _ALTO_VALID.encode("utf-8")
mock_image_open.return_value.__enter__.return_value = MagicMock()
adapter = TesseractAdapter(
lang="lat", psm=4, oem=1,
expose_alto=True, expose_confidences=False,
)
image_path = _create_dummy_image(tmp_path)
adapter.execute(
inputs={ArtifactType.IMAGE: _make_image_artifact(str(image_path))},
params={}, context=_make_context(),
)
# VΓ©rification que image_to_alto_xml a Γ©tΓ© invoquΓ© avec
# la bonne langue et la bonne config.
assert mock_image_to_alto.call_count == 1
kwargs = mock_image_to_alto.call_args.kwargs
assert kwargs["lang"] == "lat"
assert kwargs["config"] == "--oem 1 --psm 4"
@patch("PIL.Image.open")
@patch("pytesseract.image_to_string")
@patch("pytesseract.image_to_alto_xml")
def test_alto_failure_does_not_break_raw_text(
self,
mock_image_to_alto: MagicMock,
mock_image_to_string: MagicMock,
mock_image_open: MagicMock,
tmp_path: Path,
) -> None:
"""Si ``image_to_alto_xml`` lève une exception, l'OCR
``RAW_TEXT`` reste valide β l'ALTO est juste sautΓ© avec
un warning loggΓ©.
"""
mock_image_to_string.return_value = "Bonjour"
mock_image_to_alto.side_effect = RuntimeError("Tesseract ALTO crash")
mock_image_open.return_value.__enter__.return_value = MagicMock()
adapter = TesseractAdapter(
expose_alto=True, expose_confidences=False,
)
image_path = _create_dummy_image(tmp_path)
result = adapter.execute(
inputs={ArtifactType.IMAGE: _make_image_artifact(str(image_path))},
params={}, context=_make_context(),
)
# RAW_TEXT toujours prΓ©sent.
assert ArtifactType.RAW_TEXT in result
# ALTO absent (best-effort skip).
assert ArtifactType.ALTO_XML not in result
@patch("PIL.Image.open")
@patch("pytesseract.image_to_string")
@patch("pytesseract.image_to_alto_xml")
def test_alto_empty_output_skipped(
self,
mock_image_to_alto: MagicMock,
mock_image_to_string: MagicMock,
mock_image_open: MagicMock,
tmp_path: Path,
) -> None:
"""Un ALTO vide ou que des espaces n'est pas promu en artefact."""
mock_image_to_string.return_value = "x"
mock_image_to_alto.return_value = b""
mock_image_open.return_value.__enter__.return_value = MagicMock()
adapter = TesseractAdapter(
expose_alto=True, expose_confidences=False,
)
image_path = _create_dummy_image(tmp_path)
result = adapter.execute(
inputs={ArtifactType.IMAGE: _make_image_artifact(str(image_path))},
params={}, context=_make_context(),
)
assert ArtifactType.ALTO_XML not in result
@patch("PIL.Image.open")
@patch("pytesseract.image_to_string")
@patch("pytesseract.image_to_alto_xml")
def test_alto_malformed_xml_skipped(
self,
mock_image_to_alto: MagicMock,
mock_image_to_string: MagicMock,
mock_image_open: MagicMock,
tmp_path: Path,
) -> None:
"""Un ALTO mal formΓ© (balise non fermΓ©e, etc.) n'est pas promu
en artefact β la validation ``safe_parse_xml`` rejette."""
mock_image_to_string.return_value = "x"
# XML invalide : pas de balise root fermante.
mock_image_to_alto.return_value = b"<alto><Page></alto>"
mock_image_open.return_value.__enter__.return_value = MagicMock()
adapter = TesseractAdapter(
expose_alto=True, expose_confidences=False,
)
image_path = _create_dummy_image(tmp_path)
result = adapter.execute(
inputs={ArtifactType.IMAGE: _make_image_artifact(str(image_path))},
params={}, context=_make_context(),
)
assert ArtifactType.ALTO_XML not in result
@patch("PIL.Image.open")
@patch("pytesseract.image_to_string")
@patch("pytesseract.image_to_alto_xml")
def test_alto_string_output_normalized(
self,
mock_image_to_alto: MagicMock,
mock_image_to_string: MagicMock,
mock_image_open: MagicMock,
tmp_path: Path,
) -> None:
"""``pytesseract.image_to_alto_xml`` peut retourner un ``str``
au lieu de ``bytes`` selon la version β l'adapter doit gΓ©rer
les deux types."""
mock_image_to_string.return_value = "x"
mock_image_to_alto.return_value = _ALTO_VALID # str, pas bytes
mock_image_open.return_value.__enter__.return_value = MagicMock()
adapter = TesseractAdapter(
expose_alto=True, expose_confidences=False,
)
image_path = _create_dummy_image(tmp_path)
result = adapter.execute(
inputs={ArtifactType.IMAGE: _make_image_artifact(str(image_path))},
params={}, context=_make_context(),
)
assert ArtifactType.ALTO_XML in result
# ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
# Test live β vraie exΓ©cution Tesseract
# ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
@pytest.mark.live
class TestExecuteAltoLive:
"""Tests qui invoquent le vrai binaire ``tesseract``.
ActivΓ©s uniquement avec ``pytest -m live``. Skipped sans le
binaire (vΓ©rifiΓ© au fixture).
"""
@pytest.fixture
def real_image(self, tmp_path: Path) -> Path:
"""CrΓ©e une image PNG avec du texte rendu via Pillow.
Tesseract devrait Γͺtre capable de transcrire ce texte.
"""
from PIL import Image, ImageDraw
img = Image.new("RGB", (300, 80), color=(255, 255, 255))
d = ImageDraw.Draw(img)
d.text((10, 30), "Bonjour", fill=(0, 0, 0))
path = tmp_path / "live_page.png"
img.save(path)
return path
def test_real_tesseract_produces_valid_alto(
self, real_image: Path, tmp_path: Path,
) -> None:
"""Vrai Tesseract β ALTO XML structurellement valide."""
from picarones.formats.alto.parser import parse_alto
adapter = TesseractAdapter(
lang="eng", psm=7,
expose_alto=True, expose_confidences=False,
)
result = adapter.execute(
inputs={ArtifactType.IMAGE: _make_image_artifact(str(real_image))},
params={}, context=_make_context(),
)
assert ArtifactType.ALTO_XML in result, (
"Tesseract n'a pas produit d'ALTO β vΓ©rifier l'installation "
"tesseract + pytesseract."
)
alto_path = Path(result[ArtifactType.ALTO_XML].uri)
assert alto_path.exists()
# Le parser ALTO de Picarones doit accepter la sortie Tesseract.
parsed = parse_alto(alto_path.read_text(encoding="utf-8"))
assert parsed is not None
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