spaCy/spacy/tests/test_align.py

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from __future__ import unicode_literals
import pytest
from .._align import align, multi_align
@pytest.mark.parametrize('string1,string2,cost', [
('hello', 'hell', 1),
('rat', 'cat', 1),
('rat', 'rat', 0),
('rat', 'catsie', 4),
('t', 'catsie', 5),
])
def test_align_costs(string1, string2, cost):
output_cost, i2j, j2i, matrix = align(string1, string2)
assert output_cost == cost
@pytest.mark.parametrize('string1,string2,i2j', [
('hello', 'hell', [0,1,2,3,-1]),
('rat', 'cat', [0,1,2]),
('rat', 'rat', [0,1,2]),
('rat', 'catsie', [0,1,2]),
('t', 'catsie', [2]),
])
def test_align_i2j(string1, string2, i2j):
output_cost, output_i2j, j2i, matrix = align(string1, string2)
assert list(output_i2j) == i2j
@pytest.mark.parametrize('string1,string2,j2i', [
('hello', 'hell', [0,1,2,3]),
('rat', 'cat', [0,1,2]),
('rat', 'rat', [0,1,2]),
('rat', 'catsie', [0,1,2, -1, -1, -1]),
('t', 'catsie', [-1, -1, 0, -1, -1, -1]),
])
def test_align_i2j(string1, string2, j2i):
output_cost, output_i2j, output_j2i, matrix = align(string1, string2)
assert list(output_j2i) == j2i
def test_align_strings():
words1 = ['hello', 'this', 'is', 'test!']
words2 = ['hellothis', 'is', 'test', '!']
cost, i2j, j2i, matrix = align(words1, words2)
assert cost == 4
assert list(i2j) == [-1, -1, 1, -1]
assert list(j2i) == [-1, 2, -1, -1]
def test_align_many_to_one():
words1 = ['a', 'b', 'c', 'd', 'e', 'f', 'g', 'h']
words2 = ['ab', 'bc', 'e', 'fg', 'h']
cost, i2j, j2i, matrix = align(words1, words2)
assert list(i2j) == [-1, -1, -1, -1, 2, -1, -1, 4]
lengths1 = [len(w) for w in words1]
lengths2 = [len(w) for w in words2]
i2j_multi, j2i_multi = multi_align(i2j, j2i, lengths1, lengths2)
assert i2j_multi[0] == 0
assert i2j_multi[1] == 0
assert i2j_multi[2] == 1
assert i2j_multi[3] == 1
assert i2j_multi[3] == 1
assert i2j_multi[5] == 3
assert i2j_multi[6] == 3
assert j2i_multi[0] == 1
assert j2i_multi[1] == 3