mirror of https://github.com/explosion/spaCy.git
45 lines
1.2 KiB
Python
45 lines
1.2 KiB
Python
# coding: utf-8
|
|
from __future__ import unicode_literals
|
|
|
|
from spacy.cli.schemas import validate_json, get_schema
|
|
import pytest
|
|
|
|
|
|
@pytest.fixture(scope="session")
|
|
def training_schema():
|
|
return get_schema("training")
|
|
|
|
|
|
def test_json_schema_get():
|
|
schema = get_schema("training")
|
|
assert schema
|
|
with pytest.raises(ValueError):
|
|
schema = get_schema("xxx")
|
|
|
|
|
|
@pytest.mark.parametrize(
|
|
"data",
|
|
[
|
|
{"text": "Hello world"},
|
|
{"text": "Hello", "ents": [{"start": 0, "end": 5, "label": "TEST"}]},
|
|
],
|
|
)
|
|
def test_json_schema_training_valid(data, training_schema):
|
|
errors = validate_json([data], training_schema)
|
|
assert not errors
|
|
|
|
|
|
@pytest.mark.parametrize(
|
|
"data,n_errors",
|
|
[
|
|
({"spans": []}, 1),
|
|
({"text": "Hello", "ents": [{"start": "0", "end": "5", "label": "TEST"}]}, 2),
|
|
({"text": "Hello", "ents": [{"start": 0, "end": 5}]}, 1),
|
|
({"text": "Hello", "ents": [{"start": 0, "end": 5, "label": "test"}]}, 1),
|
|
({"text": "spaCy", "tokens": [{"pos": "PROPN"}]}, 2),
|
|
],
|
|
)
|
|
def test_json_schema_training_invalid(data, n_errors, training_schema):
|
|
errors = validate_json([data], training_schema)
|
|
assert len(errors) == n_errors
|