# 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_2(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