Datasets:
reasoning_bg

	# coding=utf-8
	# Copyright 2020 The HuggingFace Datasets Authors and the current dataset script contributor.
	#
	# Licensed under the Apache License, Version 2.0 (the "License");
	# you may not use this file except in compliance with the License.
	# You may obtain a copy of the License at
	#
	# http://www.apache.org/licenses/LICENSE-2.0
	#
	# Unless required by applicable law or agreed to in writing, software
	# distributed under the License is distributed on an "AS IS" BASIS,
	# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
	# See the License for the specific language governing permissions and
	# limitations under the License.
	"""TODO: Add a description here."""


	import json
	import os

	import datasets


	_CITATION = """\
	@article{hardalov2019beyond,
	title={Beyond english-only reading comprehension: Experiments in zero-shot multilingual transfer for bulgarian},
	author={Hardalov, Momchil and Koychev, Ivan and Nakov, Preslav},
	journal={arXiv preprint arXiv:1908.01519},
	year={2019}
	}
	"""

	_DESCRIPTION = """\
	This new dataset is designed to do reading comprehension in Bulgarian language.
	"""

	_HOMEPAGE = "https://github.com/mhardalov/bg-reason-BERT"

	_LICENSE = "Apache-2.0 License"

	_URL = "https://raw.githubusercontent.com/mhardalov/bg-reason-BERT/master/data/bg_rc-v1.0.json"


	class ReasoningBg(datasets.GeneratorBasedBuilder):
	"""To test reasoning comprehension in Bulgarian Language"""

	VERSION = datasets.Version("1.1.0")

	BUILDER_CONFIGS = [
	datasets.BuilderConfig(
	name="biology-12th", version=VERSION, description="MCQs in Biology of 12th Grade Matriculation Exam"
	),
	datasets.BuilderConfig(
	name="philosophy-12th", version=VERSION, description="MCQs in Philosophy of 12th Grade Matriculation Exam"
	),
	datasets.BuilderConfig(
	name="geography-12th", version=VERSION, description="MCQs in Geography of 12th Grade Matriculation Exam"
	),
	datasets.BuilderConfig(
	name="history-12th", version=VERSION, description="MCQs in History of 12th Grade Matriculation Exam"
	),
	datasets.BuilderConfig(
	name="history-quiz", version=VERSION, description="MCQs in Bulgarian History from Online History Quizzes"
	),
	]

	def _info(self):
	features = datasets.Features(
	{
	"id": datasets.Value("string"),
	"url": datasets.Value("string"),
	"qid": datasets.Value("int32"),
	"question": datasets.Value("string"),
	"answers": datasets.Sequence(datasets.Value("string")),
	"correct": datasets.Value("string"),
	}
	)
	return datasets.DatasetInfo(
	description=_DESCRIPTION,
	features=features,
	supervised_keys=None,
	homepage=_HOMEPAGE,
	license=_LICENSE,
	citation=_CITATION,
	)

	def _split_generators(self, dl_manager):
	"""Returns SplitGenerators."""

	downloaded_path = dl_manager.download(_URL)
	return [
	datasets.SplitGenerator(
	name=datasets.Split.TRAIN,
	# These kwargs will be passed to _generate_examples
	gen_kwargs={
	"filepath": os.path.join(downloaded_path),
	"split": "train",
	},
	),
	]

	def _generate_examples(self, filepath, split):
	"""Yields examples."""

	with open(filepath, encoding="utf-8") as f:
	content = f.read()
	data = json.loads(content)["data"][self.config.name]
	for page in data:
	url = page["url"]
	for question in page["questions"]:
	yield str(question["id"]), {
	"url": url,
	"id": question["id"],
	"qid": question["qid"],
	"question": question["question"],
	"answers": question["answers"],
	"correct": question["correct"],
	}