# 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: Address all TODOs and remove all explanatory comments | |
"""TODO: Add a description here.""" | |
import datasets | |
# TODO: Add BibTeX citation | |
# Find for instance the citation on arxiv or on the dataset repo/website | |
_CITATION = """\ | |
""" | |
# TODO: Add description of the dataset here | |
# You can copy an official description | |
_DESCRIPTION = """\ | |
Generated dataset for testing numerical reasoning | |
""" | |
# TODO: Add a link to an official homepage for the dataset here | |
_HOMEPAGE = "" | |
# TODO: Add the licence for the dataset here if you can find it | |
_LICENSE = "" | |
class NumericalReasoningArithmetic(datasets.GeneratorBasedBuilder): | |
"""TODO: Short description of my dataset.""" | |
VERSION = datasets.Version("0.1.0") | |
BUILDER_CONFIGS = [ | |
datasets.BuilderConfig( | |
name="{}".format(num), | |
version=VERSION, | |
description="Task with {} as the first operand".format(num)) \ | |
for num in range(0,100) | |
] | |
DEFAULT_CONFIG_NAME = "multiplication" | |
def _info(self): | |
features = datasets.Features( | |
{ | |
"x1": datasets.Value("string"), | |
"x2": datasets.Value("string"), | |
"y_mul": datasets.Value("int32"), | |
"y_add": datasets.Value("int32"), | |
} | |
) | |
return datasets.DatasetInfo( | |
description=_DESCRIPTION, | |
features=features, | |
homepage=_HOMEPAGE, | |
license=_LICENSE, | |
citation=_CITATION, | |
) | |
def _split_generators(self, dl_manager): | |
return [ | |
datasets.SplitGenerator( | |
name=datasets.Split.TEST, | |
gen_kwargs={ | |
"split": "test" | |
}, | |
), | |
] | |
def _generate_examples(self, split): | |
key = 0 | |
for x1 in range(0,100): | |
for x2 in range(1,51): | |
key += 1 | |
yield key, { | |
"x1": x1, | |
"x2": x2, | |
"y_mul": x1*x2, | |
"y_add": x1+x2, | |
} | |