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from pathlib import Path
import pytest
from hypothesis import given, assume
import hypothesis.strategies as st
from lxml import etree
from pygexml.strategies import *
from pygexml.geometry import Point, Polygon
from pygexml.page import Coords, ID, TextLine, TextRegion, Page
############## Tests for Coords ####################
def test_coords_example() -> None:
polygon = Polygon(points=[Point(1, 2), Point(3, 4)])
coords = Coords(polygon=polygon)
assert coords.polygon == polygon
def test_coords_with_not_enough_points() -> None:
with pytest.raises(Exception, match="at least 2 Points"):
Coords(polygon=Polygon(points=[Point(17, 42)]))
def test_coords_stringification() -> None:
coords = Coords(polygon=Polygon(points=[Point(1, 2), Point(17, 42)]))
assert str(coords) == "1,2 17,42"
def test_coords_parse_example() -> None:
coords = Coords.parse("1,2 17,42")
assert coords.polygon.points == [Point(1, 2), Point(17, 42)]
def test_coords_parse_invalid_inputs() -> None:
with pytest.raises(Exception, match="Invalid Coords XML string"):
Coords.parse("17,42 666,42 SCDH, yay!")
with pytest.raises(Exception, match="Invalid Coords XML string"):
Coords.parse("")
with pytest.raises(Exception, match="Invalid Coords XML string"):
Coords.parse("17,42")
def test_coords_allow_for_simple_negative_coordinates() -> None:
with pytest.warns(
UserWarning, match=r".*does not match the PAGE XMl spec: 1,-2 -3,4"
):
coords = Coords.parse("1,-2 -3,4")
assert coords.polygon.points == [Point(1, -2), Point(-3, 4)]
@given(st_coords)
def test_coords_parse_arbitrary(coords: Coords) -> None:
assert Coords.parse(str(coords)) == coords
@given(st_coords_strings)
def test_coords_stringify_arbitrary(coords_str: str) -> None:
coords_object = Coords.parse(coords_str)
assert str(coords_object) == coords_str
############## Tests for TextLines ####################
def test_textline_simple_parsing_example() -> None:
tl = TextLine.from_xml(etree.fromstring("""
<TextLine id="tl-id">
<Coords points="17,42 1,2"/>
<TextEquiv>
<Unicode>tl-text</Unicode>
</TextEquiv>
</TextLine>
"""))
assert tl.id == "tl-id"
assert tl.coords == Coords.parse("17,42 1,2")
assert tl.text == "tl-text"
def test_textline_wrong_element() -> None:
with pytest.raises(Exception, match="wrong element given"):
TextLine.from_xml(etree.fromstring("<WRONG>!!!</WRONG>"))
def test_textline_no_id() -> None:
xml = etree.fromstring("<TextLine></TextLine>")
with pytest.raises(Exception, match="no id found"):
TextLine.from_xml(xml)
def test_textline_no_coords() -> None:
xml = etree.fromstring("""
<TextLine id="tl-id">
<TextEquiv>
<Unicode>tl-text</Unicode>
</TextEquiv>
</TextLine>
""")
with pytest.raises(Exception, match="no Coords found"):
TextLine.from_xml(xml)
def test_textline_no_text() -> None:
xml = etree.fromstring("""
<TextLine id="tl-id">
<Coords points="0,0 10,0 10,10 0,10"/>
<TextEquiv>
</TextEquiv>
</TextLine>
""")
with pytest.raises(Exception, match="no text found"):
TextLine.from_xml(xml)
def test_textline_empty_text() -> None:
xml = etree.fromstring("""
<TextLine id="tl-id">
<Coords points="1,2 3,4"/>
<TextEquiv>
<Unicode/>
</TextEquiv>
</TextLine>
""")
assert TextLine.from_xml(xml).text == ""
def test_textline_simple_words() -> None:
tl = TextLine("", Coords.parse("1,2 3,4"), "foo bar baz ")
assert tl.words() == ["foo", "bar", "baz"]
@given(st_text_lines)
def test_textline_words(tl: TextLine) -> None:
assert tl.words() == tl.text.split()
####### Tests for TextRegion ###############
def test_textregion_simple_parsing_example() -> None:
tr = TextRegion.from_xml(etree.fromstring("""
<TextRegion id="tr-id">
<Coords points="1,2 8,9"/>
<TextLine id="tl-1">
<Coords points="17,42 1,2"/>
<TextEquiv>
<Unicode>bla</Unicode>
</TextEquiv>
</TextLine>
<TextLine id="tl-2">
<Coords points="20,38 2,2"/>
<TextEquiv>
<Unicode>blub</Unicode>
</TextEquiv>
</TextLine>
</TextRegion>
"""))
assert tr.id == "tr-id"
assert tr.coords == Coords.parse("1,2 8,9")
assert tr.textlines == {
"tl-1": TextLine(
id="tl-1",
coords=Coords.parse("17,42 1,2"),
text="bla",
),
"tl-2": TextLine(
id="tl-2",
coords=Coords.parse("20,38 2,2"),
text="blub",
),
}
def test_textregion_wrong_element() -> None:
with pytest.raises(Exception, match="wrong element given"):
TextRegion.from_xml(etree.fromstring("<WRONG>!!!</WRONG>"))
def test_textregion_no_id() -> None:
xml = etree.fromstring("<TextRegion></TextRegion>")
with pytest.raises(Exception, match="no id found"):
TextRegion.from_xml(xml)
def test_textregion_no_coords() -> None:
xml = etree.fromstring("""
<TextRegion id="tr-id">
<TextLine id="tl-1">
<TextEquiv>
<Unicode>bla</Unicode>
</TextEquiv>
</TextLine>
</TextRegion>
""")
with pytest.raises(Exception, match="no Coords element found"):
TextRegion.from_xml(xml)
@given(st_text_lines, st_text_regions)
def test_textregion_line_lookup(line: TextLine, region: TextRegion) -> None:
assume(not line.id in region.textlines)
region.textlines[line.id] = line
assert region.lookup_textline(line.id) == line
@given(st.text(), st_text_regions)
def test_textregion_line_lookup_not_found(id: ID, region: TextRegion) -> None:
assume(not id in region.textlines)
assert region.lookup_textline(id) is None
def test_textregion_all_text_and_words() -> None:
tr = TextRegion(
id="a",
coords=Coords.parse("1,2 3,4"),
textlines={
"b": TextLine(id="b", coords=Coords.parse("2,3 4,5"), text="foo"),
"c": TextLine(id="c", coords=Coords.parse("2,3 4,5"), text="bar baz "),
},
)
assert list(tr.all_text()) == ["foo", "bar baz "]
assert list(tr.all_words()) == ["foo", "bar", "baz"]
@given(st_text_regions)
def test_textregion_all_arbitrary_text_and_words(region: TextRegion) -> None:
assert list(region.all_text()) == [tl.text for tl in region.textlines.values()]
assert list(region.all_words()) == [
w for tl in region.textlines.values() for w in tl.words()
]
############### Tests for Page ####################
def test_create_page_from_element() -> None:
pa = Page.from_xml(etree.fromstring("""
<Page imageFilename="7895328.jpg" imageWidth="4279" imageHeight="5315">
<TextRegion id="tr-1">
<Coords points="1,2 8,9"/>
<TextLine id="tl-1">
<Coords points="17,42 1,2"/>
<TextEquiv>
<Unicode>bla</Unicode>
</TextEquiv>
</TextLine>
<TextLine id="tl-2">
<Coords points="20,38 2,2"/>
<TextEquiv>
<Unicode>blub</Unicode>
</TextEquiv>
</TextLine>
</TextRegion>
<TextRegion id="tr-2">
<Coords points="1,2 8,9"/>
<TextLine id="tl-1">
<Coords points="17,42 1,2"/>
<TextEquiv>
<Unicode>bla</Unicode>
</TextEquiv>
</TextLine>
<TextLine id="tl-2">
<Coords points="20,38 2,2"/>
<TextEquiv>
<Unicode>blub</Unicode>
</TextEquiv>
</TextLine>
</TextRegion>
</Page>
"""))
assert pa.image_filename == "7895328.jpg"
assert pa.regions == {
"tr-1": TextRegion(
id="tr-1",
coords=Coords.parse("1,2 8,9"),
textlines={
"tl-1": TextLine(
id="tl-1",
coords=Coords.parse("17,42 1,2"),
text="bla",
),
"tl-2": TextLine(
id="tl-2",
coords=Coords.parse("20,38 2,2"),
text="blub",
),
},
),
"tr-2": TextRegion(
id="tr-2",
coords=Coords.parse("1,2 8,9"),
textlines={
"tl-1": TextLine(
id="tl-1",
coords=Coords.parse("17,42 1,2"),
text="bla",
),
"tl-2": TextLine(
id="tl-2",
coords=Coords.parse("20,38 2,2"),
text="blub",
),
},
),
}
def test_page_wrong_element() -> None:
with pytest.raises(Exception, match="wrong element given"):
Page.from_xml(etree.fromstring("<WRONG>!!!</WRONG>"))
def test_page_no_filename() -> None:
xml = "<Page></Page>"
with pytest.raises(Exception, match="no filename found"):
Page.from_xml(etree.fromstring(xml))
def test_page_from_string() -> None:
pa = Page.from_xml_string("""<?xml version='1.0' encoding='utf-8'?>
<PcGts xmlns="http://schema.primaresearch.org/PAGE/gts/pagecontent/2019-07-15" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://schema.primaresearch.org/PAGE/gts/pagecontent/2019-07-15/pagecontent.xsd">
<Metadata>
<Creator>God</Creator>
<Created>Sonntag</Created>
</Metadata>
<Page imageFilename="a.jpg" imageWidth="4217" imageHeight="1742">
<TextRegion id="b">
<Coords points="1,2 3,4"/>
<TextLine id="c" index="0" custom="heights_v2:[91.0,32.1]">
<Coords points="5,6 7,8"/>
<Baseline points="2008,360 2208,352"/>
<TextEquiv conf="0.932">
<Unicode>d</Unicode>
</TextEquiv>
</TextLine>
</TextRegion>
</Page>
</PcGts>
""") # use default PageXML namespace
assert pa.image_filename == "a.jpg"
assert pa.regions == {
"b": TextRegion(
id="b",
coords=Coords.parse("1,2 3,4"),
textlines={"c": TextLine(id="c", coords=Coords.parse("5,6 7,8"), text="d")},
)
}
def test_from_xml_file_example(tmp_path: Path) -> None:
content = """<?xml version='1.0' encoding='utf-8'?>
<PcGts xmlns="http://schema.primaresearch.org/PAGE/gts/pagecontent/2019-07-15" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://schema.primaresearch.org/PAGE/gts/pagecontent/2019-07-15/pagecontent.xsd">
<Metadata>
<Creator>God</Creator>
<Created>Sonntag</Created>
</Metadata>
<Page imageFilename="a.jpg" imageWidth="4217" imageHeight="1742">
<TextRegion id="b">
<Coords points="1,2 3,4"/>
<TextLine id="c" index="0" custom="heights_v2:[91.0,32.1]">
<Coords points="5,6 7,8"/>
<Baseline points="2008,360 2208,352"/>
<TextEquiv conf="0.932">
<Unicode>d</Unicode>
</TextEquiv>
</TextLine>
</TextRegion>
</Page>
</PcGts>
"""
xml_filepath = tmp_path / "test.xml"
xml_filepath.write_text(content, encoding="utf-8")
result = Page.from_xml_file(xml_filepath)
assert result.image_filename == "a.jpg"
assert result.regions == {
"b": TextRegion(
id="b",
coords=Coords.parse("1,2 3,4"),
textlines={"c": TextLine(id="c", coords=Coords.parse("5,6 7,8"), text="d")},
)
}
assert result == Page.from_xml_string(content)
def test_from_missing_xml_file(tmp_path: Path) -> None:
missing_file = tmp_path / "does_not_exist.xml"
assert not missing_file.exists()
with pytest.raises(FileNotFoundError):
Page.from_xml_file(missing_file)
@given(st_text_regions, st_pages())
def test_page_region_lookup(region: TextRegion, page: Page) -> None:
assume(region.id not in page.regions)
page.regions[region.id] = region
assert page.lookup_region(region.id) == region
@given(st.text(), st_pages())
def test_page_region_lookup_not_found(id: str, page: Page) -> None:
assume(id not in page.regions)
assert page.lookup_region(id) is None
def test_page_all_text_and_words() -> None:
pa = Page(
image_filename="a",
regions={
"a": TextRegion(
id="a",
coords=Coords.parse("1,2 3,4"),
textlines={
"b": TextLine(id="b", coords=Coords.parse("2,3 4,5"), text="foo"),
"c": TextLine(id="c", coords=Coords.parse("2,3 4,5"), text="bar"),
},
),
"c": TextRegion(
id="c",
coords=Coords.parse("1,2 3,4"),
textlines={
"b": TextLine(id="b", coords=Coords.parse("2,3 4,5"), text="bla"),
"c": TextLine(
id="c", coords=Coords.parse("2,3 4,5"), text="blub 42"
),
},
),
},
)
assert list(pa.all_text()) == ["foo", "bar", "bla", "blub 42"]
assert list(pa.all_words()) == ["foo", "bar", "bla", "blub", "42"]
@given(st_pages())
def test_page_all_arbitrary_text_and_words(page: Page) -> None:
assert list(page.all_text()) == [
t for r in page.regions.values() for t in r.all_text()
]
assert list(page.all_words()) == [
w for r in page.regions.values() for w in r.all_words()
]