# coding: utf-8 from __future__ import unicode_literals import pytest from spacy._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