from __future__ import unicode_literals import pytest @pytest.mark.models def test_merge_tokens(EN): tokens = EN(u'Los Angeles start.') assert len(tokens) == 4 assert tokens[0].head.orth_ == 'Angeles' assert tokens[1].head.orth_ == 'start' tokens.merge(0, len('Los Angeles'), 'NNP', 'Los Angeles', 'GPE') assert len(tokens) == 3 assert tokens[0].orth_ == 'Los Angeles' assert tokens[0].head.orth_ == 'start' @pytest.mark.models def test_merge_heads(EN): tokens = EN(u'I found a pilates class near work.') assert len(tokens) == 8 tokens.merge(tokens[3].idx, tokens[4].idx + len(tokens[4]), tokens[4].tag_, 'pilates class', 'O') assert len(tokens) == 7 assert tokens[0].head.i == 1 assert tokens[1].head.i == 1 assert tokens[2].head.i == 3 assert tokens[3].head.i == 1 assert tokens[4].head.i in [1, 3] assert tokens[5].head.i == 4 @pytest.mark.models def test_issue_54(EN): text = u'Talks given by women had a slightly higher number of questions asked (3.2$\pm$0.2) than talks given by men (2.6$\pm$0.1).' tokens = EN(text) @pytest.mark.models def test_np_merges(EN): text = u'displaCy is a parse tool built with Javascript' tokens = EN(text) assert tokens[4].head.i == 1 tokens.merge(tokens[2].idx, tokens[4].idx + len(tokens[4]), u'NP', u'tool', u'O') assert tokens[2].head.i == 1 tokens = EN('displaCy is a lightweight and modern dependency parse tree visualization tool built with CSS3 and JavaScript.') ents = [(e[0].idx, e[-1].idx + len(e[-1]), e.label_, e.lemma_) for e in tokens.ents] for start, end, label, lemma in ents: merged = tokens.merge(start, end, label, lemma, label) assert merged != None, (start, end, label, lemma) @pytest.mark.models def test_entity_merge(EN): tokens = EN(u'Stewart Lee is a stand up comedian who lives in England and loves Joe Pasquale.\n') assert(len(tokens) == 17) for ent in tokens.ents: label, lemma, type_ = (ent.root.tag_, ent.root.lemma_, max(w.ent_type_ for w in ent)) ent.merge(label, lemma, type_) # check looping is ok assert(len(tokens) == 15) @pytest.mark.models def test_sentence_update_after_merge(EN): tokens = EN(u'Stewart Lee is a stand up comedian. He lives in England and loves Joe Pasquale.') sent1, sent2 = list(tokens.sents) init_len = len(sent1) init_len2 = len(sent2) merge_me = tokens[0:2] merge_me.merge(u'none', u'none', u'none') merge_me2 = tokens[-2:] merge_me2.merge(u'none', u'none', u'none') assert(len(sent1) == init_len - 1) assert(len(sent2) == init_len2 - 1) @pytest.mark.models def test_subtree_size_check(EN): tokens = EN(u'Stewart Lee is a stand up comedian who lives in England and loves Joe Pasquale') sent1 = list(tokens.sents)[0] init_len = len(list(sent1.root.subtree)) merge_me = tokens[0:2] merge_me.merge(u'none', u'none', u'none') assert(len(list(sent1.root.subtree)) == init_len - 1)