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68 lines
2.2 KiB
Python
68 lines
2.2 KiB
Python
# coding: utf-8
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from __future__ import unicode_literals
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import pytest
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from spacy.cli._schemas import TRAINING_SCHEMA
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from spacy.util import get_json_validator, validate_json
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from spacy.tokens import Doc
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from ..util import get_doc
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@pytest.fixture()
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def doc(en_vocab):
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words = ["c", "d", "e"]
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pos = ["VERB", "NOUN", "NOUN"]
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tags = ["VBP", "NN", "NN"]
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heads = [0, -1, -2]
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deps = ["ROOT", "dobj", "dobj"]
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ents = [(1, 2, "ORG")]
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return get_doc(
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en_vocab, words=words, pos=pos, tags=tags, heads=heads, deps=deps, ents=ents
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)
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def test_doc_to_json(doc):
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json_doc = doc.to_json()
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assert json_doc["text"] == "c d e "
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assert len(json_doc["tokens"]) == 3
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assert json_doc["tokens"][0]["pos"] == "VERB"
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assert json_doc["tokens"][0]["tag"] == "VBP"
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assert json_doc["tokens"][0]["dep"] == "ROOT"
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assert len(json_doc["ents"]) == 1
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assert json_doc["ents"][0]["start"] == 2 # character offset!
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assert json_doc["ents"][0]["end"] == 3 # character offset!
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assert json_doc["ents"][0]["label"] == "ORG"
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def test_doc_to_json_underscore(doc):
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Doc.set_extension("json_test1", default=False)
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Doc.set_extension("json_test2", default=False)
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doc._.json_test1 = "hello world"
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doc._.json_test2 = [1, 2, 3]
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json_doc = doc.to_json(underscore=["json_test1", "json_test2"])
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assert "_" in json_doc
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assert json_doc["_"]["json_test1"] == "hello world"
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assert json_doc["_"]["json_test2"] == [1, 2, 3]
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def test_doc_to_json_underscore_error_attr(doc):
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"""Test that Doc.to_json() raises an error if a custom attribute doesn't
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exist in the ._ space."""
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with pytest.raises(ValueError):
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doc.to_json(underscore=["json_test3"])
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def test_doc_to_json_underscore_error_serialize(doc):
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"""Test that Doc.to_json() raises an error if a custom attribute value
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isn't JSON-serializable."""
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Doc.set_extension("json_test4", method=lambda doc: doc.text)
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with pytest.raises(ValueError):
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doc.to_json(underscore=["json_test4"])
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def test_doc_to_json_valid_training(doc):
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json_doc = doc.to_json()
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validator = get_json_validator(TRAINING_SCHEMA)
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errors = validate_json([json_doc], validator)
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assert not errors
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