mirror of https://github.com/explosion/spaCy.git
34 lines
1.2 KiB
Python
34 lines
1.2 KiB
Python
# coding: utf8
|
|
from __future__ import unicode_literals
|
|
import ujson as json
|
|
|
|
from .._messages import Messages
|
|
from ...compat import json_dumps, path2str
|
|
from ...util import prints, get_lang_class
|
|
from ...gold import docs_to_json
|
|
|
|
|
|
def ner_jsonl2json(input_path, output_path, lang=None, n_sents=10, use_morphology=False):
|
|
if lang is None:
|
|
prints(Messages.M054, exits=True)
|
|
json_docs = []
|
|
input_tuples = list(read_jsonl(input_path))
|
|
nlp = get_lang_class(lang)()
|
|
for i, (raw_text, ents) in enumerate(input_tuples):
|
|
doc = nlp.make_doc(raw_text)
|
|
doc[0].is_sent_start = True
|
|
doc.ents = [doc.char_span(s, e, label=L) for s, e, L in ents['entities']]
|
|
json_docs.append(docs_to_json(i, [doc]))
|
|
|
|
output_filename = input_path.parts[-1].replace(".jsonl", ".json")
|
|
output_loc = output_path / output_filename
|
|
with (output_loc).open('w', encoding='utf8') as file_:
|
|
file_.write(json_dumps(json_docs))
|
|
prints(Messages.M033.format(n_docs=len(json_docs)),
|
|
title=Messages.M032.format(name=path2str(output_loc)))
|
|
|
|
def read_jsonl(input_path):
|
|
with input_path.open('r', encoding='utf8') as file_:
|
|
for line in file_:
|
|
yield json.loads(line)
|