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Gerber, Mike 2019-08-14 15:32:50 +02:00
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qurator/dinglehopper/tests/__init__.py Normal file
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qurator/dinglehopper/tests/data/brochrnx_73075507X/00000139.gt.page.xml Normal file
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<?xml version="1.0" encoding="UTF-8"?>
<PcGts xmlns="http://schema.primaresearch.org/PAGE/gts/pagecontent/2019-07-15">
<Metadata>
<Creator>OCR-D/core 1.0.0b11</Creator>
<Created>2019-08-01T15:03:17.741679</Created>
<LastChange>2019-08-01T15:03:17.741679</LastChange>
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<Label value="frk" type="model"/>
<Label value="line" type="textequiv_level"/>
<Label value="False" type="overwrite_words"/>
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<Page imageFilename="../OCR-D-IMG-BIN/OCR-D-IMG-BIN_0002" imageWidth="1386" imageHeight="2372">
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Sy gleicht es einem weiten Meer - worauf erhabne Wellen kobeny
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Kommt dies wohl von ungefehv?
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Nur von GOTT komint alles hers
Ihm ſey Preiß und Dan und Ehr!</Unicode>
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<Unicode>So kann ein Gold kaum ſtärcker glänßen.- Dies macht ein liebliches</Unicode>
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<Unicode>Wieder;</Unicode>
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<Unicode>Vergmigt auf meinem Acker gieng - ertönten dieſe meine Lieder:</Unicode>
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<Unicode>Geht man auf einen ſolhen Felde, ſo eben erſi gemäht - ſpaßtiereny
Das man gewohnt voll Korn zu ſehn; ſo kommen wir uns gröſſer für,
Das Feld hingegen niedriger. Auch nimmt ſodean ein neuer Scheinz
Und eine neue Farben Zier
Den erſt gemähten Aker ein,
Der Grund iſt grün - die Stoppeln gelb und wenn fich unjrer Son-
nen B;Of
Un ihre runde glatte Röhren , zumahlen früh und Abends bricht;
So kann ein Gold kaum ſtärcker glänßen.- Dies macht ein liebliches
Gemiſche, |
Zutnahl wenn , in der Nachbarſchaft - ein dumfel-grünendes Gebüſche
Den gelben Schimmer noch erhöht. Wir ich nun jüngſt, zur Abend Zeif,
Durch ſo viel ſhwere Scegens-Berge, mit ſanften Schritten, hin und
Wieder;
Gepühret durch des Feldes Schmu, gerühret durc&lt; die Fruchtbarkeitz
Vergmigt auf meinem Acker gieng - ertönten dieſe meine Lieder:</Unicode>
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<Unicode>5) 2
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qurator/dinglehopper/tests/data/lorem-ipsum/lorem-ipsum-scan-bad.gt.page.xml Normal file
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qurator/dinglehopper/tests/data/lorem-ipsum/lorem-ipsum-scan-bad.ocr.tesseract.alto.xml Normal file
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<alto xmlns="http://www.loc.gov/standards/alto/ns-v3#">
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Lorem ipsum dolor sit amet, consetetur sadipscing elitr, sed diam nonumy eirmod tempor invidunt ut labore et dolore magna aliquyam erat, sed diam voluptua. At vero eos et accusam et justo duo dolores et ea rebum. Stet clita kasd gubergren, no sea takimata sanctus est Lorem ipsum dolor sit amet. Lorem ipsum dolor sit amet, consetetur sadipscing elitr, sed diam nonumy eirmod tempor invidunt ut labore et dolore magna aliquyam erat, sed diam voluptua. At vero eos et accusam et justo duo dolores et ea rebum. Stet clita kasd gubergren, no sea takimata sanctus est Lorem ipsum dolor sit amet.

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from .util import unzip
from .. import align
def test_left_empty():
result = list(align('', 'foo'))
expected = [(None, 'f'), (None, 'o'), (None, 'o')]
assert result == expected
def test_right_empty():
result = list(align('foo', ''))
expected = [('f', None), ('o', None), ('o', None)]
assert result == expected
def test_left_longer():
result = list(align('food', 'foo'))
expected = [('f', 'f'), ('o', 'o'), ('o', 'o'), ('d', None)]
assert result == expected
def test_right_longer():
result = list(align('foo', 'food'))
expected = [('f', 'f'), ('o', 'o'), ('o', 'o'), (None, 'd')]
assert result == expected
def test_some_diff():
result = list(align('abcde', 'aaadef'))
left, right = unzip(result)
assert list(left) == ['a', 'b', 'c', 'd', 'e', None]
assert list(right) == ['a', 'a', 'a', 'd', 'e', 'f']
def test_longer():
s1 = 'Dies ist eine Tst!'
s2 = 'Dies ist ein Test.'
result = list(align(s1, s2)) # ; diffprint(*unzip(result))
expected = [('D', 'D'), ('i', 'i'), ('e', 'e'), ('s', 's'), (' ', ' '),
('i', 'i'), ('s', 's'), ('t', 't'), (' ', ' '),
('e', 'e'), ('i', 'i'), ('n', 'n'), ('e', None), (' ', ' '),
('T', 'T'), (None, 'e'), ('s', 's'), ('t', 't'), ('!', '.')]
assert result == expected
def test_completely_different():
assert len(list(align('abcde', 'fghij'))) == 5
def test_with_some_fake_ocr_errors():
result = list(align('Über die vielen Sorgen wegen desselben vergaß',
'SomeJunk MoreJunk Übey die vielen Sorgen wegen AdditionalJunk deffelben vcrgab'))
left, right = unzip(result)
# Beginning
assert list(left[:18]) == [None]*18
assert list(right[:18]) == list('SomeJunk MoreJunk ')
# End
assert list(left[-1:]) == ['ß']
assert list(right[-1:]) == ['b']

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from __future__ import division, print_function
import math
import unicodedata
from .. import character_error_rate
def test_character_error_rate():
assert character_error_rate('a', 'a') == 0
assert character_error_rate('a', 'b') == 1/1
assert character_error_rate('Foo', 'Bar') == 3/3
assert character_error_rate('Foo', '') == 3/3
assert character_error_rate('', '') == 0
assert math.isinf(character_error_rate('', 'Foo'))
assert character_error_rate('Foo', 'Food') == 1/3
assert character_error_rate('Fnord', 'Food') == 2/5
assert character_error_rate('Müll', 'Mull') == 1/4
assert character_error_rate('Abstand', 'Sand') == 4/7
def test_character_error_rate_hard():
s1 = unicodedata.normalize('NFC', 'Schlyñ lorem ipsum.')
s2 = unicodedata.normalize('NFD', 'Schlyñ lorem ipsum!') # Different, decomposed!
assert character_error_rate(s1, s2) == 1/19
s1 = 'Schlyñ'
assert len(s1) == 6 # This ends with LATIN SMALL LETTER N WITH TILDE, so 6 code points
s2 = 'Schlym̃'
assert len(s2) == 7 # This, OTOH, ends with LATIN SMALL LETTER M + COMBINING TILDE, 7 code points
# Both strings have the same length in terms of grapheme clusters. So the CER should be symmetrical.
assert character_error_rate(s2, s1) == 1/6
assert character_error_rate(s1, s2) == 1/6

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from __future__ import division, print_function
import unicodedata
from .. import levenshtein, distance
def test_levenshtein():
assert levenshtein('a', 'a') == 0
assert levenshtein('a', 'b') == 1
assert levenshtein('Foo', 'Bar') == 3
assert levenshtein('', '') == 0
assert levenshtein('Foo', '') == 3
assert levenshtein('', 'Foo') == 3
assert levenshtein('Foo', 'Food') == 1
assert levenshtein('Fnord', 'Food') == 2
assert levenshtein('Müll', 'Mull') == 1
assert levenshtein('Abstand', 'Sand') == 4
def test_levenshtein_other_sequences():
assert levenshtein(['a', 'ab'], ['a', 'ab', 'c']) == 1
assert levenshtein(['a', 'ab'], ['a', 'c']) == 1
def test_distance():
assert distance('Fnord', 'Food') == 2
assert distance('Müll', 'Mull') == 1
word1 = unicodedata.normalize('NFC', 'Schlyñ')
word2 = unicodedata.normalize('NFD', 'Schlyñ') # Different, decomposed!
assert distance(word1, word2) == 0
word1 = 'Schlyñ'
assert len(word1) == 6 # This ends with LATIN SMALL LETTER N WITH TILDE, so 6 code points
word2 = 'Schlym̃'
assert len(word2) == 7 # This, OTOH, ends with LATIN SMALL LETTER M + COMBINING TILDE, 7 code points
assert distance(word1, word2) == 1

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from .. import seq_editops, editops
def test_trivial():
assert seq_editops('abc', 'abc') == []
assert seq_editops('', '') == []
def test_insert():
assert seq_editops('bc', 'abc') == [('insert', 0, 0)]
assert seq_editops('ac', 'abc') == [('insert', 1, 1)]
assert seq_editops('ab', 'abc') == [('insert', 2, 2)]
assert seq_editops('', 'a') == [('insert', 0, 0)]
def test_multiple():
assert seq_editops('bcd', 'abce') == [('insert', 0, 0), ('replace', 2, 3)]
def test_delete():
assert seq_editops('abcdef', 'cdef') == [('delete', 0, 0), ('delete', 1, 0)]
assert seq_editops('Xabcdef', 'Xcdef') == [('delete', 1, 1), ('delete', 2, 1)]
assert seq_editops('abcdefg', 'acdefX') == [('delete', 1, 1), ('replace', 6, 5)]
assert seq_editops('abcde', 'aabcd') == [('insert', 1, 1), ('delete', 4, 5)]
assert seq_editops('Foo', '') == [('delete', 0, 0), ('delete', 1, 0), ('delete', 2, 0)]
assert seq_editops('Foolish', 'Foo') == [('delete', 3, 3), ('delete', 4, 3), ('delete', 5, 3), ('delete', 6, 3)]
def test_ambiguous():
assert seq_editops('bcd', 'abcef') == [('insert', 0, 0), ('replace', 2, 3), ('insert', 3, 4)]
def test_editops():
"""Test editops() in cases where dealing with grapheme clusters matters"""
# In these cases, one of the words has a composed form, the other one does not.
assert editops('Schlyñ', 'Schlym̃') == [('replace', 5, 5)]
assert editops('oͤde', 'öde') == [('replace', 0, 0)]

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from __future__ import division, print_function
import os
import pytest
from lxml import etree as ET
from .. import align, page_text
data_dir = os.path.join(os.path.dirname(os.path.abspath(__file__)), 'data')
@pytest.mark.integration
def test_align_page_files():
# In the fake OCR file, we changed 2 characters and replaced a fi ligature with fi.
# → 4 elements in the alignment should be different.
# NOTE: In this example, it doesn't matter that we work with "characters", not grapheme clusters.
gt = page_text(ET.parse(os.path.join(data_dir, 'test-gt.page2018.xml')))
ocr = page_text(ET.parse(os.path.join(data_dir, 'test-fake-ocr.page2018.xml')))
result = list(align(gt, ocr))
assert sum(left != right for left, right in result) == 4

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from __future__ import division, print_function
import os
import pytest
from lxml import etree as ET
from .. import character_error_rate, page_text, alto_text
data_dir = os.path.join(os.path.dirname(os.path.abspath(__file__)), 'data')
@pytest.mark.integration
def test_character_error_rate_between_page_files():
# In the fake OCR file, we changed 2 characters and replaced a fi ligature with fi.
gt = page_text(ET.parse(os.path.join(data_dir, 'test-gt.page2018.xml')))
ocr = page_text(ET.parse(os.path.join(data_dir, 'test-fake-ocr.page2018.xml')))
assert character_error_rate(gt, ocr) == 4/(470 + 1 + 311) # 2 TextRegions, 1 \n
@pytest.mark.integration
def test_character_error_rate_between_page_alto():
gt = page_text(ET.parse(os.path.join(data_dir, 'lorem-ipsum', 'lorem-ipsum-scan.gt.page.xml')))
ocr = alto_text(ET.parse(os.path.join(data_dir, 'lorem-ipsum', 'lorem-ipsum-scan.ocr.tesseract.alto.xml')))
assert gt == ocr
assert character_error_rate(gt, ocr) == 0
@pytest.mark.integration
def test_character_error_rate_between_page_alto_2():
gt = page_text(ET.parse(os.path.join(data_dir, 'lorem-ipsum', 'lorem-ipsum-scan-bad.gt.page.xml')))
ocr = alto_text(ET.parse(os.path.join(data_dir, 'lorem-ipsum', 'lorem-ipsum-scan-bad.ocr.tesseract.alto.xml')))
assert character_error_rate(gt, ocr) == 8/591 # Manually verified

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from __future__ import division, print_function
import os
import pytest
from lxml import etree as ET
from .. import distance, page_text, alto_text
data_dir = os.path.join(os.path.dirname(os.path.abspath(__file__)), 'data')
@pytest.mark.integration
def test_distance_between_page_files():
# In the fake OCR file, we changed 2 characters and replaced a fi ligature with fi.
gt = page_text(ET.parse(os.path.join(data_dir, 'test-gt.page2018.xml')))
ocr = page_text(ET.parse(os.path.join(data_dir, 'test-fake-ocr.page2018.xml')))
assert distance(gt, ocr) == 4
@pytest.mark.integration
def test_distance_between_page_alto():
gt = page_text(ET.parse(os.path.join(data_dir, 'lorem-ipsum', 'lorem-ipsum-scan.gt.page.xml')))
ocr = alto_text(ET.parse(os.path.join(data_dir, 'lorem-ipsum', 'lorem-ipsum-scan.ocr.tesseract.alto.xml')))
assert gt == ocr
assert distance(gt, ocr) == 0
@pytest.mark.integration
def test_distance_between_page_alto_2():
gt = page_text(ET.parse(os.path.join(data_dir, 'lorem-ipsum', 'lorem-ipsum-scan-bad.gt.page.xml')))
ocr = alto_text(ET.parse(os.path.join(data_dir, 'lorem-ipsum', 'lorem-ipsum-scan-bad.ocr.tesseract.alto.xml')))
assert distance(gt, ocr) == 8 # Manually verified

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from __future__ import division, print_function
import os
import pytest
from lxml import etree as ET
from .. import word_error_rate, words, page_text, alto_text
data_dir = os.path.join(os.path.dirname(os.path.abspath(__file__)), 'data')
@pytest.mark.integration
def test_word_error_rate_between_page_files():
# In the fake OCR file, we changed 2 characters and replaced a fi ligature with fi. → 3 changed words
gt = page_text(ET.parse(os.path.join(data_dir, 'test-gt.page2018.xml')))
gt_word_count = 7+6+5+8+7+6+7+8+6+7+7+5+6+8+8+7+7+6+5+4 # Manually verified word count per line
assert len(list(words(gt))) == gt_word_count
ocr = page_text(ET.parse(os.path.join(data_dir, 'test-fake-ocr.page2018.xml')))
assert word_error_rate(gt, ocr) == 3/gt_word_count
@pytest.mark.integration
def test_word_error_rate_between_page_alto():
gt = page_text(ET.parse(os.path.join(data_dir, 'lorem-ipsum', 'lorem-ipsum-scan.gt.page.xml')))
ocr = alto_text(ET.parse(os.path.join(data_dir, 'lorem-ipsum', 'lorem-ipsum-scan.ocr.tesseract.alto.xml')))
assert gt == ocr
assert word_error_rate(gt, ocr) == 0
@pytest.mark.integration
def test_word_error_rate_between_page_alto_2():
gt = page_text(ET.parse(os.path.join(data_dir, 'lorem-ipsum', 'lorem-ipsum-scan-bad.gt.page.xml')))
gt_word_count = 14+18+17+14+17+17+3 # Manually verified word count per line
assert len(list(words(gt))) == gt_word_count
ocr = alto_text(ET.parse(os.path.join(data_dir, 'lorem-ipsum', 'lorem-ipsum-scan-bad.ocr.tesseract.alto.xml')))
assert word_error_rate(gt, ocr) == 7/gt_word_count # Manually verified, 6 words are wrong, 1 got split (=2 errors)

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import os
import re
import lxml.etree as ET
import textwrap
from .. import alto_namespace, alto_text, page_namespace, page_text, text
data_dir = os.path.join(os.path.dirname(os.path.abspath(__file__)), 'data')
def test_alto_namespace():
tree = ET.parse(os.path.join(data_dir, 'test.alto3.xml'))
assert alto_namespace(tree) == 'http://www.loc.gov/standards/alto/ns-v3#'
def test_alto_text():
tree = ET.parse(os.path.join(data_dir, 'test.alto3.xml'))
result = alto_text(tree)
expected = textwrap.dedent("""\
über die vielen Sorgen wegen deſſelben vergaß
Hartkopf, der Frau Amtmännin das ver-
ſprochene zu überliefern.""")
assert result == expected
def test_alto_text_ALTO1():
tree = ET.parse(os.path.join(data_dir, 'test.alto1.xml'))
assert "being erected at the Broadway stock" in alto_text(tree)
def test_alto_text_ALTO2():
tree = ET.parse(os.path.join(data_dir, 'test.alto2.xml'))
assert "Halbmonde, die genau durch einen Ouerstrich halbiert\nsind und an beiden Enden" in alto_text(tree)
def test_alto_text_ALTO3():
tree = ET.parse(os.path.join(data_dir, 'test.alto3.xml'))
assert "über die vielen Sorgen wegen deſſelben vergaß" in alto_text(tree)
def test_page_namespace():
tree = ET.parse(os.path.join(data_dir, 'test.page2018.xml'))
assert page_namespace(tree) == 'http://schema.primaresearch.org/PAGE/gts/pagecontent/2018-07-15'
def test_page_test():
tree = ET.parse(os.path.join(data_dir, 'test.page2018.xml'))
result = page_text(tree)
expected = textwrap.dedent("""\
ber die vielen Sorgen wegen deelben vergaß
Hartkopf, der Frau Amtmnnin das ver⸗
ſproene zu berliefern. — Ein Erpreer
wurde an ihn abgeſit, um ihn ums Him⸗
melswien zu ſagen, daß er das Verſproene
glei den Augenbli berbringen mte, die
Frau Amtmnnin htte auf ihn verlaen,
und nun wßte e nit, was e anfangen
ſote. Den Augenbli ſote er kommen,
ſon vergieng e in ihrer Ang. — Die
Ge wren ſon angekommen, und es fehlte
ihr do no an aem. —
Hartkopf mußte er bennen, und
endli na langem Nadenken fiel es ihm er
wieder ein. — Er langte den Zettel aus dem
Accisbue heraus, und ſagte ſeiner Frau, daß
e das, was da wre, herbeyſaffen mte.
Jndeß mangelten do einige Generalia, die
alſo wegfielen. — Hartkopf gieng ſelb
mit und berbrate es. —""")
assert result == expected
def test_page_with_empty_region():
# This file contains an empty TextRegion:
#
# <TextRegion id="region0000">
# <Coords points="488,133 1197,133 1197,193 488,193"/>
# <TextEquiv>
# <Unicode></Unicode>
# </TextEquiv>
# </TextRegion>
tree = ET.parse(os.path.join(data_dir, 'brochrnx_73075507X/00000139.ocrd-tess.ocr.page.xml'))
result = page_text(tree)
assert result
def test_page_order():
# This file contains TextRegions where file order is not the same as reading order.
tree = ET.parse(os.path.join(data_dir, 'order.page.xml'))
result = page_text(tree)
assert re.search(r'Herr Konfrater.*75.*Etwas f.r Wittwen.*Ein gewi.er Lord.*76\. Die', result, re.DOTALL)
def test_text():
assert "being erected at the Broadway stock" in text(os.path.join(data_dir, 'test.alto1.xml'))
assert "wieder ein. — Er langte den Zettel aus dem" in text(os.path.join(data_dir, 'test.page2018.xml'))
assert "Lorem ipsum" in text(os.path.join(data_dir, 'test.txt'))

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from __future__ import division, print_function
import math
from .. import word_error_rate, words, unordered_word_error_rate
def test_words():
result = list(words('Der schnelle [„braune“] Fuchs kann keine 3,14 Meter springen, oder?'))
expected = ['Der', 'schnelle', 'braune', 'Fuchs', 'kann', 'keine', '3,14', 'Meter', 'springen', 'oder']
assert result == expected
def test_words_private_use_area():
result = list(words(
'ber die vielen Sorgen wegen deelben vergaß Hartkopf, der Frau Amtmnnin das ver⸗\n'
'ſproene zu berliefern.'))
expected = [
'ber', 'die', 'vielen', 'Sorgen', 'wegen', 'deelben', 'vergaß', 'Hartkopf',
'der', 'Frau', 'Amtmnnin', 'das', 'ver',
'ſproene', 'zu', 'berliefern']
assert result == expected
def test_word_error_rate():
assert word_error_rate('Dies ist ein Beispielsatz!', 'Dies ist ein Beispielsatz!') == 0
assert word_error_rate('Dies. ist ein Beispielsatz!', 'Dies ist ein Beispielsatz!') == 0
assert word_error_rate('Dies. ist ein Beispielsatz!', 'Dies ist ein Beispielsatz.') == 0
assert word_error_rate('Dies ist ein Beispielsatz!', 'Dies ist ein Beispielsarz:') == 1/4
assert word_error_rate('Dies ist ein Beispielsatz!', 'Dies ein ist Beispielsatz!') == 2/4
assert word_error_rate('Dies ist ein Beispielsatz!', '') == 4/4
assert math.isinf(word_error_rate('', 'Dies ist ein Beispielsatz!'))
assert word_error_rate('', '') == 0
assert word_error_rate('Schlyñ lorem ipsum dolor sit amet,', 'Schlym̃ lorem ipsum dolor sit amet.') == 1/6
def test_unordered_word_error_rate():
assert unordered_word_error_rate('abc def ghi', 'ghi abc def') == 0
assert unordered_word_error_rate('abc def ghi', 'ghi abcX def') == 1/3
assert unordered_word_error_rate('abc def ghi jkl', 'abc ghi def jkl') == 0
assert unordered_word_error_rate('abc def ghi jkl', 'abc ghi defX jkl') == 1/4
# XXX There seem to be some cases where this does not work

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from itertools import zip_longest
from typing import Iterable
import colorama
def diffprint(x, y):
"""Print elements or lists x and y, with differences in red"""
def _diffprint(x, y):
if x != y:
print(colorama.Fore.RED, x, y, colorama.Fore.RESET)
else:
print(x, y)
if isinstance(x, Iterable):
for xe, ye in zip_longest(x, y):
_diffprint(xe, ye)
else:
_diffprint(x, y)
def unzip(l):
return zip(*l)