spaCy/spacy/tests/gold/test_biluo.py
2017-01-12 23:39:18 +01:00

44 lines
1.8 KiB
Python

# coding: utf-8
from __future__ import unicode_literals
from ...gold import biluo_tags_from_offsets
from ...tokens.doc import Doc
import pytest
def test_gold_biluo_U(en_vocab):
orths_and_spaces = [('I', True), ('flew', True), ('to', True),
('London', False), ('.', True)]
doc = Doc(en_vocab, orths_and_spaces=orths_and_spaces)
entities = [(len("I flew to "), len("I flew to London"), 'LOC')]
tags = biluo_tags_from_offsets(doc, entities)
assert tags == ['O', 'O', 'O', 'U-LOC', 'O']
def test_gold_biluo_BL(en_vocab):
orths_and_spaces = [('I', True), ('flew', True), ('to', True), ('San', True),
('Francisco', False), ('.', True)]
doc = Doc(en_vocab, orths_and_spaces=orths_and_spaces)
entities = [(len("I flew to "), len("I flew to San Francisco"), 'LOC')]
tags = biluo_tags_from_offsets(doc, entities)
assert tags == ['O', 'O', 'O', 'B-LOC', 'L-LOC', 'O']
def test_gold_biluo_BIL(en_vocab):
orths_and_spaces = [('I', True), ('flew', True), ('to', True), ('San', True),
('Francisco', True), ('Valley', False), ('.', True)]
doc = Doc(en_vocab, orths_and_spaces=orths_and_spaces)
entities = [(len("I flew to "), len("I flew to San Francisco Valley"), 'LOC')]
tags = biluo_tags_from_offsets(doc, entities)
assert tags == ['O', 'O', 'O', 'B-LOC', 'I-LOC', 'L-LOC', 'O']
def test_gold_biluo_misalign(en_vocab):
orths_and_spaces = [('I', True), ('flew', True), ('to', True), ('San', True),
('Francisco', True), ('Valley.', False)]
doc = Doc(en_vocab, orths_and_spaces=orths_and_spaces)
entities = [(len("I flew to "), len("I flew to San Francisco Valley"), 'LOC')]
tags = biluo_tags_from_offsets(doc, entities)
assert tags == ['O', 'O', 'O', '-', '-', '-']