spaCy/spacy/training/converters/json_to_docs.py
Daniël de Kok e2b70df012
Configure isort to use the Black profile, recursively isort the spacy module (#12721)
* Use isort with Black profile

* isort all the things

* Fix import cycles as a result of import sorting

* Add DOCBIN_ALL_ATTRS type definition

* Add isort to requirements

* Remove isort from build dependencies check

* Typo
2023-06-14 17:48:41 +02:00

25 lines
880 B
Python

import srsly
from ...lang.xx import MultiLanguage
from ...util import load_model
from ..example import (
_fix_legacy_dict_data,
_parse_example_dict_data,
annotations_to_doc,
)
from ..gold_io import json_iterate, json_to_annotations
def json_to_docs(input_data, model=None, **kwargs):
nlp = load_model(model) if model is not None else MultiLanguage()
if not isinstance(input_data, bytes):
if not isinstance(input_data, str):
input_data = srsly.json_dumps(input_data)
input_data = input_data.encode("utf8")
for json_doc in json_iterate(input_data):
for json_para in json_to_annotations(json_doc):
example_dict = _fix_legacy_dict_data(json_para)
tok_dict, doc_dict = _parse_example_dict_data(example_dict)
doc = annotations_to_doc(nlp.vocab, tok_dict, doc_dict)
yield doc