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# Adapted from https://github.com/huggingface/datasets/blob/d69d1c6/templates/new_dataset_script.py
# 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.
import datasets
import json
from .mediawikidump import MediaWikiDump
class IncelWikiDumpDataset(datasets.GeneratorBasedBuilder):
VERSION = datasets.Version("1.0.0")
def _info(self):
return datasets.DatasetInfo(
# This is the description that will appear on the datasets page.
description="Dump of the Incels Wiki (https://incels.wiki) as of 2024-02-25",
# This defines the different columns of the dataset and their types
features=datasets.Features(
{
"id": datasets.Value("int32"),
"title": datasets.Value("string"), # The title of the page
"revisions": datasets.Value(
"large_string"
), # JSON-encoded list of revisions
"text": datasets.Value("string"), # The text of the latest revision
}
),
# Homepage of the dataset for documentation
homepage="https://incels.wiki",
# License for the dataset if available
license="https://incels.wiki/w/Incel_Wiki:About#Legal",
# Citation for the dataset
citation="N/A",
)
def _split_generators(self, dl_manager):
data_dir = dl_manager.download("https://huggingface.co/datasets/NyxKrage/incelwiki-20240225-dump/resolve/main/incelswiki-20240225-history.xml")
return [
datasets.SplitGenerator(
name=datasets.Split.TRAIN,
gen_kwargs={
"filepath": data_dir,
},
),
]
# method parameters are unpacked from `gen_kwargs` as given in `_split_generators`
def _generate_examples(self, filepath):
# TODO: This method handles input defined in _split_generators to yield (key, example) tuples from the dataset.
# The `key` is for legacy reasons (tfds) and is not important in itself, but must be unique for each example.
data = MediaWikiDump(filepath)
for page in data.pages:
yield page.id, {
"id": page.id,
"title": page.title,
"revisions": json.dumps(
[r.__dict__ for r in page.revisions], default=str
),
"text": page.text,
}
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