spaCy/spacy/tests/test_displacy.py
2019-03-12 13:35:34 +01:00

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# coding: utf-8
from __future__ import unicode_literals
import pytest
from spacy import displacy
from spacy.tokens import Span
from spacy.lang.fa import Persian
from .util import get_doc
def test_displacy_parse_ents(en_vocab):
"""Test that named entities on a Doc are converted into displaCy's format."""
doc = get_doc(en_vocab, words=["But", "Google", "is", "starting", "from", "behind"])
doc.ents = [Span(doc, 1, 2, label=doc.vocab.strings["ORG"])]
ents = displacy.parse_ents(doc)
assert isinstance(ents, dict)
assert ents["text"] == "But Google is starting from behind "
assert ents["ents"] == [{"start": 4, "end": 10, "label": "ORG"}]
def test_displacy_parse_deps(en_vocab):
"""Test that deps and tags on a Doc are converted into displaCy's format."""
words = ["This", "is", "a", "sentence"]
heads = [1, 0, 1, -2]
pos = ["DET", "VERB", "DET", "NOUN"]
tags = ["DT", "VBZ", "DT", "NN"]
deps = ["nsubj", "ROOT", "det", "attr"]
doc = get_doc(en_vocab, words=words, heads=heads, pos=pos, tags=tags, deps=deps)
deps = displacy.parse_deps(doc)
assert isinstance(deps, dict)
assert deps["words"] == [
{"text": "This", "tag": "DET"},
{"text": "is", "tag": "VERB"},
{"text": "a", "tag": "DET"},
{"text": "sentence", "tag": "NOUN"},
]
assert deps["arcs"] == [
{"start": 0, "end": 1, "label": "nsubj", "dir": "left"},
{"start": 2, "end": 3, "label": "det", "dir": "left"},
{"start": 1, "end": 3, "label": "attr", "dir": "right"},
]
def test_displacy_spans(en_vocab):
"""Test that displaCy can render Spans."""
doc = get_doc(en_vocab, words=["But", "Google", "is", "starting", "from", "behind"])
doc.ents = [Span(doc, 1, 2, label=doc.vocab.strings["ORG"])]
html = displacy.render(doc[1:4], style="ent")
assert html.startswith("<div")
def test_displacy_raises_for_wrong_type(en_vocab):
with pytest.raises(ValueError):
displacy.render("hello world")
def test_displacy_rtl():
# Source: http://www.sobhe.ir/hazm/ is this correct?
words = ["ما", "بسیار", "کتاب", "می\u200cخوانیم"]
# These are (likely) wrong, but it's just for testing
pos = ["PRO", "ADV", "N_PL", "V_SUB"] # needs to match lang.fa.tag_map
deps = ["foo", "bar", "foo", "baz"]
heads = [1, 0, 1, -2]
nlp = Persian()
doc = get_doc(nlp.vocab, words=words, pos=pos, tags=pos, heads=heads, deps=deps)
doc.ents = [Span(doc, 1, 3, label="TEST")]
html = displacy.render(doc, page=True, style="dep")
assert "direction: rtl" in html
assert 'direction="rtl"' in html
assert 'lang="{}"'.format(nlp.lang) in html
html = displacy.render(doc, page=True, style="ent")
assert "direction: rtl" in html
assert 'lang="{}"'.format(nlp.lang) in html
def test_displacy_render_wrapper(en_vocab):
"""Test that displaCy accepts custom rendering wrapper."""
def wrapper(html):
return "TEST" + html + "TEST"
displacy.set_render_wrapper(wrapper)
doc = get_doc(en_vocab, words=["But", "Google", "is", "starting", "from", "behind"])
doc.ents = [Span(doc, 1, 2, label=doc.vocab.strings["ORG"])]
html = displacy.render(doc, style="ent")
assert html.startswith("TEST<div")
assert html.endswith("/div>TEST")
# Restore
displacy.set_render_wrapper(lambda html: html)