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"""
Testing the text-extraction submodule and ensuring the quality of text extraction.
The tested code might be in _page.py.
"""
import re
from dataclasses import asdict
from io import BytesIO
from unittest.mock import patch
import pytest
from pypdf import PdfReader, PdfWriter, mult
from pypdf._font import Font
from pypdf._text_extraction import set_custom_rtl
from pypdf._text_extraction._layout_mode._fixed_width_page import text_show_operations
from pypdf.errors import PdfReadError
from pypdf.generic import ContentStream
from . import RESOURCE_ROOT, SAMPLE_ROOT, get_data_from_url
@pytest.mark.samples
@pytest.mark.parametrize(("visitor_text"), [None, lambda a, b, c, d, e: None]) # noqa: ARG005
def test_multi_language(visitor_text):
reader = PdfReader(RESOURCE_ROOT / "multilang.pdf")
txt = reader.pages[0].extract_text(visitor_text=visitor_text)
assert "Hello World" in txt, "English not correctly extracted"
# iss #1296
assert "مرحبا بالعالم" in txt, "Arabic not correctly extracted"
assert "Привет, мир" in txt, "Russian not correctly extracted"
assert "你好世界" in txt, "Chinese not correctly extracted"
assert "สวัสดีชาวโลก" in txt, "Thai not correctly extracted"
assert "こんにちは世界" in txt, "Japanese not correctly extracted"
# check customizations
set_custom_rtl(None, None, "Russian:")
assert ":naissuR" in reader.pages[0].extract_text(
visitor_text=visitor_text
), "(1) CUSTOM_RTL_SPECIAL_CHARS failed"
set_custom_rtl(None, None, [ord(x) for x in "Russian:"])
assert ":naissuR" in reader.pages[0].extract_text(
visitor_text=visitor_text
), "(2) CUSTOM_RTL_SPECIAL_CHARS failed"
set_custom_rtl(0, 255, None)
assert ":hsilgnE" in reader.pages[0].extract_text(
visitor_text=visitor_text
), "CUSTOM_RTL_MIN/MAX failed"
set_custom_rtl("A", "z", [])
assert ":hsilgnE" in reader.pages[0].extract_text(
visitor_text=visitor_text
), "CUSTOM_RTL_MIN/MAX failed"
set_custom_rtl(-1, -1, []) # to prevent further errors
reader = PdfReader(SAMPLE_ROOT / "015-arabic/habibi-rotated.pdf")
assert "habibi" in reader.pages[0].extract_text(visitor_text=visitor_text)
assert "حَبيبي" in reader.pages[0].extract_text(visitor_text=visitor_text)
assert "habibi" in reader.pages[1].extract_text(visitor_text=visitor_text)
assert "حَبيبي" in reader.pages[1].extract_text(visitor_text=visitor_text)
assert "habibi" in reader.pages[2].extract_text(visitor_text=visitor_text)
assert "حَبيبي" in reader.pages[2].extract_text(visitor_text=visitor_text)
assert "habibi" in reader.pages[3].extract_text(visitor_text=visitor_text)
assert "حَبيبي" in reader.pages[3].extract_text(visitor_text=visitor_text)
@pytest.mark.parametrize(
("file_name", "constraints"),
[
(
"inkscape-abc.pdf",
{
"A": lambda x, y: 0 < x < 94 and 189 < y < 283, # In upper left
"B": lambda x, y: 94 < x < 189 and 94 < y < 189, # In the center
"C": lambda x, y: 189 < x < 283 and 0 < y < 94, # In lower right
},
)
],
)
def test_visitor_text_matrices(file_name, constraints):
"""
Checks if the matrices given to the visitor_text function when calling
`extract_text` on the first page of `file_name` match some given constraints.
`constraints` is a dictionary mapping a line of text to a constraint that should
evaluate to `True` on its expected x,y-coordinates.
"""
reader = PdfReader(RESOURCE_ROOT / file_name)
lines = []
def visitor_text(text, cm, tm, font_dict, font_size) -> None:
ctm = mult(tm, cm)
x = ctm[4] # mult(tm, cm)[4]
y = ctm[5] # mult(tm, cm)[5]
lines.append({"text": text, "x": x, "y": y})
reader.pages[0].extract_text(visitor_text=visitor_text)
for text, constraint in constraints.items():
matches = [li for li in lines if li["text"].strip() == text]
assert len(matches) <= 1, f"Multiple lines match {text}"
assert len(matches) >= 1, f"No lines match {text}"
x = matches[0]["x"]
y = matches[0]["y"]
assert constraint(x, y), f'Line "{text}" is wrong at x:{x}, y:{y}'
@pytest.mark.xfail(reason="known whitespace issue #2336")
@pytest.mark.enable_socket
def test_issue_2336():
name = "Pesquisa-de-Precos-Combustiveis-novembro-2023.pdf"
reader = PdfReader(BytesIO(get_data_from_url(name=name)))
page = reader.pages[0]
actual_text = page.extract_text()
assert "Beira Rio" in actual_text
def test_font_class_to_dict():
font = Font(
name = "Unknown",
space_width=8,
character_map={},
encoding = "utf-16-be"
)
assert asdict(font) == {
"name": "Unknown",
"character_map": {},
"encoding": "utf-16-be",
"sub_type": "Unknown",
"font_descriptor": {
"name": "Unknown",
"family": "Unknown",
"weight": "Unknown",
"ascent": 700.0,
"descent": -200.0,
"cap_height": 600.0,
"x_height": 500.0,
"italic_angle": 0.0,
"flags": 32,
"bbox": (
-100.0,
-200.0,
1000.0,
900.0,
),
},
"character_widths": {"default": 500},
"space_width": 8,
"interpretable": True,
}
@pytest.mark.enable_socket
@patch("pypdf._text_extraction._layout_mode._fixed_width_page.logger_warning")
def test_uninterpretable_type3_font(mock_logger_warning):
url = "https://github.com/user-attachments/files/18551904/UninterpretableType3Font.pdf"
name = "UninterpretableType3Font.pdf"
reader = PdfReader(BytesIO(get_data_from_url(url, name=name)))
page = reader.pages[0]
assert page.extract_text(extraction_mode="layout") == ""
mock_logger_warning.assert_called_with(
"PDF contains an uninterpretable font. Output will be incomplete.",
"pypdf._text_extraction._layout_mode._fixed_width_page"
)
@pytest.mark.enable_socket
def test_layout_mode_epic_page_fonts():
url = "https://github.com/py-pdf/pypdf/files/13836944/Epic.Page.PDF"
name = "Epic Page.PDF"
reader = PdfReader(BytesIO(get_data_from_url(url, name=name)))
expected = (RESOURCE_ROOT / "Epic.Page.layout.txt").read_text(encoding="utf-8")
assert expected == reader.pages[0].extract_text(extraction_mode="layout")
def test_layout_mode_uncommon_operators():
# Coverage for layout mode Tc, Tz, Ts, ', ", TD, TL, and Tw
reader = PdfReader(RESOURCE_ROOT / "toy.pdf")
expected = (RESOURCE_ROOT / "toy.layout.txt").read_text(encoding="utf-8")
assert expected == reader.pages[0].extract_text(extraction_mode="layout")
@pytest.mark.enable_socket
def test_layout_mode_type0_font_widths():
# Cover both the 'int int int' and 'int [int int ...]' formats for Type0
# /DescendantFonts /W array entries.
url = "https://github.com/py-pdf/pypdf/files/13533204/Claim.Maker.Alerts.Guide_pg2.PDF"
name = "Claim Maker Alerts Guide_pg2.PDF"
reader = PdfReader(BytesIO(get_data_from_url(url, name=name)))
expected = (RESOURCE_ROOT / "Claim Maker Alerts Guide_pg2.layout.txt").read_text(
encoding="utf-8"
)
assert expected == reader.pages[0].extract_text(extraction_mode="layout")
@pytest.mark.enable_socket
def test_layout_mode_indirect_sequence_font_widths(caplog):
# Cover the situation where the sequence for font widths is an IndirectObject
# https://github.com/py-pdf/pypdf/pull/2788
url = "https://github.com/user-attachments/files/16491621/2788_example.pdf"
name = "2788_example.pdf"
reader = PdfReader(BytesIO(get_data_from_url(url, name=name)))
assert reader.pages[0].extract_text(extraction_mode="layout") == ""
url = "https://github.com/user-attachments/files/16491619/2788_example_malformed.pdf"
name = "2788_example_malformed.pdf"
reader = PdfReader(BytesIO(get_data_from_url(url, name=name)))
reader.pages[0].extract_text(extraction_mode="layout")
assert "Invalid font width definition" in caplog.text
def dummy_visitor_text(text, ctm, tm, fd, fs):
pass
@patch("pypdf._page.logger_warning")
def test_layout_mode_warnings(mock_logger_warning):
# Check that a warning is issued when an argument is ignored
reader = PdfReader(RESOURCE_ROOT / "hello-world.pdf")
page = reader.pages[0]
page.extract_text(extraction_mode="plain", visitor_text=dummy_visitor_text)
mock_logger_warning.assert_not_called()
page.extract_text(extraction_mode="layout", visitor_text=dummy_visitor_text)
mock_logger_warning.assert_called_with(
"Argument visitor_text is ignored in layout mode", "pypdf._page"
)
@pytest.mark.enable_socket
def test_space_with_one_unit_smaller_than_font_width():
"""Tests for #1328"""
url = "https://github.com/py-pdf/pypdf/files/9498481/0004.pdf"
name = "iss1328.pdf"
reader = PdfReader(BytesIO(get_data_from_url(url, name=name)))
page = reader.pages[0]
extracted = page.extract_text()
assert "Reporting crude oil leak.\n" in extracted
@pytest.mark.enable_socket
def test_space_position_calculation():
"""Tests for #1153"""
url = "https://github.com/py-pdf/pypdf/files/9164743/file-0.pdf"
name = "iss1153.pdf"
reader = PdfReader(BytesIO(get_data_from_url(url, name=name)))
page = reader.pages[3]
extracted = page.extract_text()
assert "Shortly after the Geneva BOF session, the" in extracted
def test_text_leading_height_unit():
"""Tests for #2262"""
reader = PdfReader(RESOURCE_ROOT / "toy.pdf")
page = reader.pages[0]
extracted = page.extract_text()
assert "Something[cited]\n" in extracted
def test_layout_mode_space_vertically_font_height_weight():
"""Tests layout mode with vertical space and font height weight (issue #2915)"""
with open(RESOURCE_ROOT / "crazyones.pdf", "rb") as inputfile:
# Load PDF file from file
reader = PdfReader(inputfile)
page = reader.pages[0]
# Normal behaviour
with open(RESOURCE_ROOT / "crazyones_layout_vertical_space.txt", "rb") as pdftext_file:
pdftext = pdftext_file.read()
text = page.extract_text(extraction_mode="layout", layout_mode_space_vertically=True).encode("utf-8")
# Compare the text of the PDF to a known source
for expected_line, actual_line in zip(text.splitlines(), pdftext.splitlines()):
assert expected_line == actual_line
pdftext = pdftext.replace(b"\r\n", b"\n") # fix for windows
assert text == pdftext
# Blank lines are added to truly separate paragraphs
with open(RESOURCE_ROOT / "crazyones_layout_vertical_space_font_height_weight.txt", "rb") as pdftext_file:
pdftext = pdftext_file.read()
text = page.extract_text(extraction_mode="layout", layout_mode_space_vertically=True,
layout_mode_font_height_weight=0.85).encode("utf-8")
# Compare the text of the PDF to a known source
for expected_line, actual_line in zip(text.splitlines(), pdftext.splitlines()):
assert expected_line == actual_line
pdftext = pdftext.replace(b"\r\n", b"\n") # fix for windows
assert text == pdftext
@pytest.mark.enable_socket
def test_infinite_loop_arrays():
"""Tests for #2928"""
url = "https://github.com/user-attachments/files/17576546/arrayabruptending.pdf"
name = "arrayabruptending.pdf"
reader = PdfReader(BytesIO(get_data_from_url(url, name=name)))
page = reader.pages[0]
extracted = page.extract_text()
assert "RNA structure comparison" in extracted
@pytest.mark.enable_socket
def test_content_stream_is_dictionary_object(caplog):
"""Tests for #2995"""
url = "https://github.com/user-attachments/files/18049322/6fa5fd46-5f98-4a67-800d-5e2362b0164f.pdf"
name = "iss2995.pdf"
data = get_data_from_url(url, name=name)
reader = PdfReader(BytesIO(data))
page = reader.pages[0]
assert "\nYours faithfully \n" in page.extract_text()
assert "Expected StreamObject, got DictionaryObject instead. Data might be wrong." in caplog.text
caplog.clear()
reader = PdfReader(BytesIO(data), strict=True)
page = reader.pages[0]
with pytest.raises(PdfReadError) as exception:
page.extract_text()
assert (
"Invalid Elementary Object starting with b\\'\\\\x18\\' @3557: b\\'ateDecode/Length 629\\\\x18ck["
in exception.value.args[0]
)
@pytest.mark.enable_socket
def test_tz_with_no_operands():
"""Tests for #2975"""
url = "https://github.com/user-attachments/files/17974120/9E5E080E-C8DB-4A6B-822B-9A67DC04E526-120438.pdf"
name = "iss2975.pdf"
data = get_data_from_url(url, name=name)
reader = PdfReader(BytesIO(data))
page = reader.pages[1]
assert "\nThankyouforyourattentiontothismatter.\n" in page.extract_text()
@pytest.mark.enable_socket
def test_iss3060():
"""Test for not throwing 'font not set: is PDF missing a Tf operator'"""
url = "https://github.com/user-attachments/files/18482531/test-anon.pdf"
name = "iss3060.pdf"
reader = PdfReader(BytesIO(get_data_from_url(url, name=name)))
# pypdf.errors.PdfReadError: font not set: is PDF missing a Tf operator?
txt = reader.pages[0].extract_text(extraction_mode="layout")
assert txt.startswith(" *******")
@pytest.mark.enable_socket
def test_iss3074():
"""Test for not throwing 'ZeroDivisionError: float division by zero'"""
url = "https://github.com/user-attachments/files/18533211/test-anon.pdf"
name = "iss3074.pdf"
reader = PdfReader(BytesIO(get_data_from_url(url, name=name)))
# pypdf.errors.PdfReadError: ZeroDivisionError: float division by zero
txt = reader.pages[0].extract_text(extraction_mode="layout")
assert txt.strip().startswith("AAAAAA")
@pytest.mark.enable_socket
def test_layout_mode_text_state():
"""Ensure the text state is stored and reset with q/Q operators."""
# Get the PDF from issue #3212
url = "https://github.com/user-attachments/files/19396790/garbled.pdf"
name = "garbled-font.pdf"
reader = PdfReader(BytesIO(get_data_from_url(url, name=name)))
# Get the txt from issue #3212 and normalize line endings
txt_url = "https://github.com/user-attachments/files/19510731/garbled-font.layout.txt"
txt_name = "garbled-font.layout.txt"
expected = get_data_from_url(txt_url, name=txt_name).decode("utf-8").replace("\r\n", "\n")
# Ignore differences in rendering of spaces to work around older differences between the
# old layout mode Font code and the new Font class in calculating and dealing with the
# fallback width for a character that has no width defined in character_widths.
assert expected.replace(" ", "") == reader.pages[0].extract_text(extraction_mode="layout").replace(" ", "")
@pytest.mark.enable_socket
def test_rotated_line_wrap():
"""Ensure correct 2D translation of rotated text after a line wrap."""
# Get the PDF from issue #3247
url = "https://github.com/user-attachments/files/19696918/link16-line-wrap.sanitized.pdf"
name = "link16-line-wrap.sanitized.pdf"
reader = PdfReader(BytesIO(get_data_from_url(url, name=name)))
# Get the txt from issue #3247 and normalize line endings
txt_url = "https://github.com/user-attachments/files/19696917/link16-line-wrap.sanitized.expected.txt"
txt_name = "link16-line-wrap.sanitized.expected.txt"
expected = get_data_from_url(txt_url, name=txt_name).decode("utf-8").replace("\r\n", "\n")
assert expected == reader.pages[0].extract_text()
@pytest.mark.parametrize(
("op", "msg"),
[
(b"BT", "Unbalanced target operations, expected b'ET'."),
(b"q", "Unbalanced target operations, expected b'Q'."),
],
)
def test_layout_mode_warns_on_malformed_content_stream(op, msg, caplog):
"""Ensures that imbalanced q/Q or EB/ET is handled gracefully."""
text_show_operations(ops=iter([([], op)]), fonts={})
assert caplog.records
assert caplog.records[-1].msg == msg
def test_process_operation__cm_multiplication_issue():
"""Test for #3262."""
writer = PdfWriter(clone_from=RESOURCE_ROOT / "crazyones.pdf")
page = writer.pages[0]
content = page.get_contents().get_data()
content = content.replace(b" 1 0 0 1 72 720 cm ", b" 0.70278 65.3 163.36 cm ")
stream = ContentStream(stream=None, pdf=writer)
stream.set_data(content)
page.replace_contents(stream)
assert page.extract_text().startswith("The Crazy Ones\nOctober 14, 1998\n")
@pytest.mark.enable_socket
def test_rotated_layout_mode(caplog):
"""Ensures text extraction of rotated pages, as in issue #3270."""
url = "https://github.com/user-attachments/files/19981120/rotated-page.pdf"
name = "rotated-page.pdf"
writer = PdfWriter(clone_from=BytesIO(get_data_from_url(url, name=name)))
page = writer.pages[0]
page.transfer_rotation_to_content()
text = page.extract_text(extraction_mode="layout")
assert not caplog.records, "No warnings should be issued"
assert text, "Text matching the page rotation should be extracted"
assert re.search(r"\r?\n +69\r?\n +UNCLASSIFIED$", text), "Contents should be in expected layout"
@pytest.mark.enable_socket
@pytest.mark.filterwarnings("ignore::pypdf.errors.PdfReadWarning")
def test_extract_text__none_objects():
url = "https://github.com/user-attachments/files/18381726/tika-957721.pdf"
name = "tika-957721.pdf"
reader = PdfReader(BytesIO(get_data_from_url(url, name=name)))
reader.pages[0].extract_text()
reader.pages[8].extract_text()
@pytest.mark.enable_socket
def test_extract_text__with_visitor_text():
def visitor_text(*args, **kwargs): # noqa: ANN002, ANN003, ANN202
pass
url = "https://github.com/user-attachments/files/18381718/tika-952016.pdf"
name = "tika-952016.pdf"
stream = BytesIO(get_data_from_url(url, name=name))
reader = PdfReader(stream)
page = reader.pages[0]
page.extract_text(visitor_text=visitor_text)
reader = PdfReader(BytesIO(get_data_from_url(name="TextAttack_paper.pdf")))
page = reader.pages[0]
page.extract_text(visitor_text=visitor_text)
@pytest.mark.enable_socket
def test_extract_text__restore_cm_stack_pop_error():
url = "https://github.com/user-attachments/files/18381737/tika-966635.pdf"
name = "tika-966635.pdf"
stream = BytesIO(get_data_from_url(url, name=name))
reader = PdfReader(stream)
page = reader.pages[10]
# There is a previous error we already omit ("pop from empty list"), thus
# check for the message explicitly here.
with pytest.raises(IndexError, match="list index out of range"):
page.extract_text()
@pytest.mark.timeout(60)
@pytest.mark.enable_socket
def test_slow_huge_string():
"""Tests for #3541"""
url = "https://github.com/user-attachments/files/23855795/file.pdf"
name = "issue-3541.pdf"
stream = BytesIO(get_data_from_url(url, name=name))
reader = PdfReader(stream)
page = reader.pages[0]
_ = page.extract_text(extraction_mode="layout")
@pytest.mark.enable_socket
def test_extract_text_with_missing_font_bbox():
url = "https://github.com/user-attachments/files/24611650/bbox_bug_emoji.pdf"
name = "issue-3599.pdf"
stream = BytesIO(get_data_from_url(url, name=name))
reader = PdfReader(stream)
page = reader.pages[0]
text = page.extract_text()
assert "🎉" in text
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