# coding: utf-8 from __future__ import unicode_literals from ..util import get_doc, apply_transition_sequence import pytest def test_parser_root(en_tokenizer): text = "i don't have other assistance" heads = [3, 2, 1, 0, 1, -2] deps = ['nsubj', 'aux', 'neg', 'ROOT', 'amod', 'dobj'] tokens = en_tokenizer(text) doc = get_doc(tokens.vocab, [t.text for t in tokens], heads=heads, deps=deps) for t in doc: assert t.dep != 0, t.text @pytest.mark.parametrize('text', ["Hello"]) def test_parser_parse_one_word_sentence(en_tokenizer, en_parser, text): tokens = en_tokenizer(text) doc = get_doc(tokens.vocab, [t.text for t in tokens], heads=[0], deps=['ROOT']) assert len(doc) == 1 with en_parser.step_through(doc) as _: pass assert doc[0].dep != 0 def test_parser_initial(en_tokenizer, en_parser): text = "I ate the pizza with anchovies." heads = [1, 0, 1, -2, -3, -1, -5] transition = ['L-nsubj', 'S', 'L-det'] tokens = en_tokenizer(text) apply_transition_sequence(en_parser, tokens, transition) assert tokens[0].head.i == 1 assert tokens[1].head.i == 1 assert tokens[2].head.i == 3 assert tokens[3].head.i == 3 def test_parser_parse_subtrees(en_tokenizer, en_parser): text = "The four wheels on the bus turned quickly" heads = [2, 1, 4, -1, 1, -2, 0, -1] tokens = en_tokenizer(text) doc = get_doc(tokens.vocab, [t.text for t in tokens], heads=heads) assert len(list(doc[2].lefts)) == 2 assert len(list(doc[2].rights)) == 1 assert len(list(doc[2].children)) == 3 assert len(list(doc[5].lefts)) == 1 assert len(list(doc[5].rights)) == 0 assert len(list(doc[5].children)) == 1 assert len(list(doc[2].subtree)) == 6 def test_parser_merge_pp(en_tokenizer): text = "A phrase with another phrase occurs" heads = [1, 4, -1, 1, -2, 0] deps = ['det', 'nsubj', 'prep', 'det', 'pobj', 'ROOT'] tags = ['DT', 'NN', 'IN', 'DT', 'NN', 'VBZ'] tokens = en_tokenizer(text) doc = get_doc(tokens.vocab, [t.text for t in tokens], deps=deps, heads=heads) for token in doc: token.tag_ = tags[token.i] nps = [(np[0].idx, np[-1].idx + len(np[-1]), np.lemma_) for np in doc.noun_chunks] for start, end, lemma in nps: doc.merge(start, end, label='NP', lemma=lemma) assert doc[0].text == 'A phrase' assert doc[1].text == 'with' assert doc[2].text == 'another phrase' assert doc[3].text == 'occurs' def test_parser_arc_eager_finalize_state(en_tokenizer, en_parser): text = "a b c d e" # right branching transition = ['R-nsubj', 'D', 'R-nsubj', 'R-nsubj', 'D', 'R-ROOT'] tokens = en_tokenizer(text) apply_transition_sequence(en_parser, tokens, transition) assert tokens[0].n_lefts == 0 assert tokens[0].n_rights == 2 assert tokens[0].left_edge.i == 0 assert tokens[0].right_edge.i == 4 assert tokens[0].head.i == 0 assert tokens[1].n_lefts == 0 assert tokens[1].n_rights == 0 assert tokens[1].left_edge.i == 1 assert tokens[1].right_edge.i == 1 assert tokens[1].head.i == 0 assert tokens[2].n_lefts == 0 assert tokens[2].n_rights == 2 assert tokens[2].left_edge.i == 2 assert tokens[2].right_edge.i == 4 assert tokens[2].head.i == 0 assert tokens[3].n_lefts == 0 assert tokens[3].n_rights == 0 assert tokens[3].left_edge.i == 3 assert tokens[3].right_edge.i == 3 assert tokens[3].head.i == 2 assert tokens[4].n_lefts == 0 assert tokens[4].n_rights == 0 assert tokens[4].left_edge.i == 4 assert tokens[4].right_edge.i == 4 assert tokens[4].head.i == 2 # left branching transition = ['S', 'S', 'S', 'L-nsubj','L-nsubj','L-nsubj', 'L-nsubj'] tokens = en_tokenizer(text) apply_transition_sequence(en_parser, tokens, transition) assert tokens[0].n_lefts == 0 assert tokens[0].n_rights == 0 assert tokens[0].left_edge.i == 0 assert tokens[0].right_edge.i == 0 assert tokens[0].head.i == 4 assert tokens[1].n_lefts == 0 assert tokens[1].n_rights == 0 assert tokens[1].left_edge.i == 1 assert tokens[1].right_edge.i == 1 assert tokens[1].head.i == 4 assert tokens[2].n_lefts == 0 assert tokens[2].n_rights == 0 assert tokens[2].left_edge.i == 2 assert tokens[2].right_edge.i == 2 assert tokens[2].head.i == 4 assert tokens[3].n_lefts == 0 assert tokens[3].n_rights == 0 assert tokens[3].left_edge.i == 3 assert tokens[3].right_edge.i == 3 assert tokens[3].head.i == 4 assert tokens[4].n_lefts == 4 assert tokens[4].n_rights == 0 assert tokens[4].left_edge.i == 0 assert tokens[4].right_edge.i == 4 assert tokens[4].head.i == 4