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Modernise parser tests and don't depend on models
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# coding: utf-8
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from __future__ import unicode_literals
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from __future__ import unicode_literals
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from ..util import get_doc, apply_transition_sequence
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import pytest
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import pytest
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@pytest.mark.models
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def test_parser_root(en_tokenizer):
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def test_root(EN):
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text = "i don't have other assistance"
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tokens = EN(u"i don't have other assistance")
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heads = [3, 2, 1, 0, 1, -2]
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for t in tokens:
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deps = ['nsubj', 'aux', 'neg', 'ROOT', 'amod', 'dobj']
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assert t.dep != 0, t.orth_
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tokens = en_tokenizer(text)
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doc = get_doc(tokens.vocab, [t.text for t in tokens], heads=heads, deps=deps)
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for t in doc:
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assert t.dep != 0, t.text
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@pytest.mark.models
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@pytest.mark.parametrize('text', ["Hello"])
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def test_one_word_sentence(EN):
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def test_parser_parse_one_word_sentence(en_tokenizer, en_parser, text):
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# one word sentence
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tokens = en_tokenizer(text)
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doc = EN.tokenizer.tokens_from_list(['Hello'])
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doc = get_doc(tokens.vocab, [t.text for t in tokens], heads=[0], deps=['ROOT'])
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EN.tagger(doc)
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assert len(doc) == 1
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assert len(doc) == 1
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with EN.parser.step_through(doc) as _:
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with en_parser.step_through(doc) as _:
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pass
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pass
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assert doc[0].dep != 0
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assert doc[0].dep != 0
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def apply_transition_sequence(model, doc, sequence):
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def test_parser_arc_eager_finalize_state(en_tokenizer, en_parser):
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for action_name in sequence:
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text = "a b c d e"
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if '-' in action_name:
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move, label = action_name.split('-')
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model.parser.add_label(label)
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with model.parser.step_through(doc) as stepwise:
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for transition in sequence:
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stepwise.transition(transition)
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@pytest.mark.models
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def test_arc_eager_finalize_state(EN):
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# right branching
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# right branching
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example = EN.tokenizer.tokens_from_list(u"a b c d e".split(' '))
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transition = ['R-nsubj', 'D', 'R-nsubj', 'R-nsubj', 'D', 'R-ROOT']
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apply_transition_sequence(EN, example, ['R-nsubj','D','R-nsubj','R-nsubj','D','R-ROOT'])
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tokens = en_tokenizer(text)
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apply_transition_sequence(en_parser, tokens, transition)
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assert example[0].n_lefts == 0
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assert tokens[0].n_lefts == 0
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assert example[0].n_rights == 2
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assert tokens[0].n_rights == 2
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assert example[0].left_edge.i == 0
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assert tokens[0].left_edge.i == 0
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assert example[0].right_edge.i == 4
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assert tokens[0].right_edge.i == 4
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assert example[0].head.i == 0
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assert tokens[0].head.i == 0
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assert example[1].n_lefts == 0
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assert tokens[1].n_lefts == 0
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assert example[1].n_rights == 0
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assert tokens[1].n_rights == 0
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assert example[1].left_edge.i == 1
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assert tokens[1].left_edge.i == 1
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assert example[1].right_edge.i == 1
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assert tokens[1].right_edge.i == 1
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assert example[1].head.i == 0
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assert tokens[1].head.i == 0
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assert example[2].n_lefts == 0
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assert tokens[2].n_lefts == 0
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assert example[2].n_rights == 2
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assert tokens[2].n_rights == 2
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assert example[2].left_edge.i == 2
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assert tokens[2].left_edge.i == 2
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assert example[2].right_edge.i == 4
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assert tokens[2].right_edge.i == 4
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assert example[2].head.i == 0
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assert tokens[2].head.i == 0
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assert example[3].n_lefts == 0
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assert tokens[3].n_lefts == 0
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assert example[3].n_rights == 0
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assert tokens[3].n_rights == 0
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assert example[3].left_edge.i == 3
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assert tokens[3].left_edge.i == 3
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assert example[3].right_edge.i == 3
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assert tokens[3].right_edge.i == 3
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assert example[3].head.i == 2
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assert tokens[3].head.i == 2
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assert example[4].n_lefts == 0
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assert tokens[4].n_lefts == 0
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assert example[4].n_rights == 0
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assert tokens[4].n_rights == 0
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assert example[4].left_edge.i == 4
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assert tokens[4].left_edge.i == 4
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assert example[4].right_edge.i == 4
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assert tokens[4].right_edge.i == 4
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assert example[4].head.i == 2
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assert tokens[4].head.i == 2
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# left branching
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# left branching
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example = EN.tokenizer.tokens_from_list(u"a b c d e".split(' '))
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transition = ['S', 'S', 'S', 'L-nsubj','L-nsubj','L-nsubj', 'L-nsubj']
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apply_transition_sequence(EN, example, ['S', 'S', 'S', 'L-nsubj','L-nsubj','L-nsubj', 'L-nsubj'])
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tokens = en_tokenizer(text)
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apply_transition_sequence(en_parser, tokens, transition)
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assert example[0].n_lefts == 0
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assert tokens[0].n_lefts == 0
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assert example[0].n_rights == 0
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assert tokens[0].n_rights == 0
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assert example[0].left_edge.i == 0
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assert tokens[0].left_edge.i == 0
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assert example[0].right_edge.i == 0
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assert tokens[0].right_edge.i == 0
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assert example[0].head.i == 4
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assert tokens[0].head.i == 4
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assert example[1].n_lefts == 0
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assert tokens[1].n_lefts == 0
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assert example[1].n_rights == 0
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assert tokens[1].n_rights == 0
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assert example[1].left_edge.i == 1
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assert tokens[1].left_edge.i == 1
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assert example[1].right_edge.i == 1
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assert tokens[1].right_edge.i == 1
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assert example[1].head.i == 4
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assert tokens[1].head.i == 4
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assert example[2].n_lefts == 0
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assert tokens[2].n_lefts == 0
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assert example[2].n_rights == 0
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assert tokens[2].n_rights == 0
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assert example[2].left_edge.i == 2
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assert tokens[2].left_edge.i == 2
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assert example[2].right_edge.i == 2
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assert tokens[2].right_edge.i == 2
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assert example[2].head.i == 4
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assert tokens[2].head.i == 4
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assert example[3].n_lefts == 0
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assert tokens[3].n_lefts == 0
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assert example[3].n_rights == 0
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assert tokens[3].n_rights == 0
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assert example[3].left_edge.i == 3
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assert tokens[3].left_edge.i == 3
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assert example[3].right_edge.i == 3
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assert tokens[3].right_edge.i == 3
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assert example[3].head.i == 4
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assert tokens[3].head.i == 4
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assert example[4].n_lefts == 4
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assert tokens[4].n_lefts == 4
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assert example[4].n_rights == 0
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assert tokens[4].n_rights == 0
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assert example[4].left_edge.i == 0
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assert tokens[4].left_edge.i == 0
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assert example[4].right_edge.i == 4
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assert tokens[4].right_edge.i == 4
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assert example[4].head.i == 4
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assert tokens[4].head.i == 4
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