import srsly from spacy.gold import GoldCorpus from spacy.lang.en import English from ..util import make_tempdir def test_issue4402(): nlp = English() with make_tempdir() as tmpdir: json_path = tmpdir / "test4402.json" srsly.write_json(json_path, json_data) corpus = GoldCorpus(str(json_path), str(json_path)) train_data = list(corpus.train_dataset(nlp, gold_preproc=True, max_length=0)) # assert that the data got split into 4 sentences assert len(train_data) == 4 json_data = [ { "id": 0, "paragraphs": [ { "raw": "How should I cook bacon in an oven?\nI've heard of people cooking bacon in an oven.", "sentences": [ { "tokens": [ {"id": 0, "orth": "How", "ner": "O"}, {"id": 1, "orth": "should", "ner": "O"}, {"id": 2, "orth": "I", "ner": "O"}, {"id": 3, "orth": "cook", "ner": "O"}, {"id": 4, "orth": "bacon", "ner": "O"}, {"id": 5, "orth": "in", "ner": "O"}, {"id": 6, "orth": "an", "ner": "O"}, {"id": 7, "orth": "oven", "ner": "O"}, {"id": 8, "orth": "?", "ner": "O"}, ], "brackets": [], }, { "tokens": [ {"id": 9, "orth": "\n", "ner": "O"}, {"id": 10, "orth": "I", "ner": "O"}, {"id": 11, "orth": "'ve", "ner": "O"}, {"id": 12, "orth": "heard", "ner": "O"}, {"id": 13, "orth": "of", "ner": "O"}, {"id": 14, "orth": "people", "ner": "O"}, {"id": 15, "orth": "cooking", "ner": "O"}, {"id": 16, "orth": "bacon", "ner": "O"}, {"id": 17, "orth": "in", "ner": "O"}, {"id": 18, "orth": "an", "ner": "O"}, {"id": 19, "orth": "oven", "ner": "O"}, {"id": 20, "orth": ".", "ner": "O"}, ], "brackets": [], }, ], "cats": [ {"label": "baking", "value": 1.0}, {"label": "not_baking", "value": 0.0}, ], }, { "raw": "What is the difference between white and brown eggs?\n", "sentences": [ { "tokens": [ {"id": 0, "orth": "What", "ner": "O"}, {"id": 1, "orth": "is", "ner": "O"}, {"id": 2, "orth": "the", "ner": "O"}, {"id": 3, "orth": "difference", "ner": "O"}, {"id": 4, "orth": "between", "ner": "O"}, {"id": 5, "orth": "white", "ner": "O"}, {"id": 6, "orth": "and", "ner": "O"}, {"id": 7, "orth": "brown", "ner": "O"}, {"id": 8, "orth": "eggs", "ner": "O"}, {"id": 9, "orth": "?", "ner": "O"}, ], "brackets": [], }, {"tokens": [{"id": 10, "orth": "\n", "ner": "O"}], "brackets": []}, ], "cats": [ {"label": "baking", "value": 0.0}, {"label": "not_baking", "value": 1.0}, ], }, ], } ]