Convert dataset to Parquet (#2)
Browse files- Convert dataset to Parquet (321ec90bef450042fb525513b828aa125143fd25)
- Add 'mutual_plus' config data files (fb1446847f0699217869b05993ac3467b79fe25a)
- Delete loading script (5f41c2c64d121943802af79692354ed75f6ccbac)
- README.md +64 -0
- mutual/test-00000-of-00001.parquet +3 -0
- mutual/train-00000-of-00001.parquet +3 -0
- mutual/validation-00000-of-00001.parquet +3 -0
- mutual_harness.py +0 -136
- mutual_plus/test-00000-of-00001.parquet +3 -0
- mutual_plus/train-00000-of-00001.parquet +3 -0
- mutual_plus/validation-00000-of-00001.parquet +3 -0
README.md
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---
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dataset_info:
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- config_name: mutual
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features:
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- name: answers
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dtype: string
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- name: options
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sequence: string
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- name: article
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dtype: string
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- name: id
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dtype: string
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splits:
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- name: train
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num_bytes: 5141602
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num_examples: 7088
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- name: test
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num_bytes: 634396
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num_examples: 886
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- name: validation
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num_bytes: 624271
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num_examples: 886
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download_size: 2773429
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dataset_size: 6400269
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- config_name: mutual_plus
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features:
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- name: answers
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dtype: string
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- name: options
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sequence: string
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- name: article
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dtype: string
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- name: id
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dtype: string
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splits:
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- name: train
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num_bytes: 4921179
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num_examples: 7088
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- name: test
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num_bytes: 606620
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num_examples: 886
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- name: validation
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num_bytes: 597340
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num_examples: 886
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download_size: 2494284
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dataset_size: 6125139
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configs:
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- config_name: mutual
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data_files:
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- split: train
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path: mutual/train-*
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- split: test
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path: mutual/test-*
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- split: validation
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path: mutual/validation-*
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- config_name: mutual_plus
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data_files:
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- split: train
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path: mutual_plus/train-*
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- split: test
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path: mutual_plus/test-*
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- split: validation
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path: mutual_plus/validation-*
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---
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mutual/test-00000-of-00001.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:3e9df8ed7fcee76bae1a2fcc971b80d1bae3f6ef2441807962139eb4ec8c2f65
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size 279020
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mutual/train-00000-of-00001.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:bd91a9a18599d21439b5f047af37823c0427b2f3dcabc8f342117cbf9043baec
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size 2219444
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mutual/validation-00000-of-00001.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:b8f3032bfaf233a7e8e82e6fd857ead227fbbf1100b317f9bb27b07ab3970446
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size 274965
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mutual_harness.py
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# Copyright 2020 The HuggingFace Datasets Authors and the current dataset script contributor.
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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"""MuTual dataset."""
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import json
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import os
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from pathlib import Path
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import datasets
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_CITATION = """\
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@inproceedings{mutual,
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title = "MuTual: A Dataset for Multi-Turn Dialogue Reasoning",
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author = "Cui, Leyang and Wu, Yu and Liu, Shujie and Zhang, Yue and Zhou, Ming" ,
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booktitle = "Proceedings of the 58th Conference of the Association for Computational Linguistics",
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year = "2020",
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publisher = "Association for Computational Linguistics",
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}
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"""
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_DESCRIPTION = """\
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MuTual is a retrieval-based dataset for multi-turn dialogue reasoning, which is
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modified from Chinese high school English listening comprehension test data.
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"""
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_HOMEPAGE = "https://github.com/Nealcly/MuTual"
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# TODO: Add the licence for the dataset here if you can find it
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_LICENSE = ""
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_URLS = "https://github.com/Nealcly/MuTual/archive/master.zip"
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class Mutual(datasets.GeneratorBasedBuilder):
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"""MuTual: A Dataset for Multi-Turn Dialogue Reasoning"""
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VERSION = datasets.Version("0.0.1")
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BUILDER_CONFIGS = [
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datasets.BuilderConfig(
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name="mutual", version=VERSION, description="The MuTual dataset."
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),
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datasets.BuilderConfig(
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name="mutual_plus",
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version=VERSION,
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description="MuTualPlus is a more difficult MuTual that replaces positive responses with a safe responses.",
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),
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]
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def _info(self):
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features = datasets.Features(
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{
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"answers": datasets.Value("string"),
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"options": datasets.features.Sequence(datasets.Value("string")),
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"article": datasets.Value("string"),
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"id": datasets.Value("string"),
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}
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)
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return datasets.DatasetInfo(
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description=f"{_DESCRIPTION}\n{self.config.description}",
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features=features,
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homepage=_HOMEPAGE,
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license=_LICENSE,
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citation=_CITATION,
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)
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def _split_generators(self, dl_manager):
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urls = _URLS
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data_dir = dl_manager.download_and_extract(urls)
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return [
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datasets.SplitGenerator(
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name=datasets.Split.TRAIN,
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# These kwargs will be passed to _generate_examples
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gen_kwargs={
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"basepath": os.path.join(
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data_dir, "MuTual-master", "data", self.config.name, "train"
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),
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"split": "train",
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},
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),
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datasets.SplitGenerator(
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name=datasets.Split.TEST,
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# These kwargs will be passed to _generate_examples
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gen_kwargs={
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"basepath": os.path.join(
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data_dir, "MuTual-master", "data", self.config.name, "test"
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),
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"split": "test",
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},
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),
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datasets.SplitGenerator(
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name=datasets.Split.VALIDATION,
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# These kwargs will be passed to _generate_examples
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gen_kwargs={
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"basepath": os.path.join(
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data_dir, "MuTual-master", "data", self.config.name, "dev"
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),
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"split": "dev",
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},
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),
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]
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-
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# method parameters are unpacked from `gen_kwargs` as given in `_split_generators`
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def _generate_examples(self, basepath, split):
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# TODO: This method handles input defined in _split_generators to yield (key, example) tuples from the dataset.
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# The `key` is for legacy reasons (tfds) and is not important in itself, but must be unique for each example.
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key = 0
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for file in sorted(Path(basepath).iterdir()):
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if file.suffix != ".txt":
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continue
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with open(file, "r", encoding="utf-8") as f:
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data_str = f.read()
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# Ignore the occasional empty file.
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if not data_str:
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continue
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data = json.loads(data_str)
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yield key, {
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"answers": data["answers"],
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"options": data["options"],
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"article": data["article"],
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"id": data["id"],
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}
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key += 1
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mutual_plus/test-00000-of-00001.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:c0d651f1e2e5d9fd0cdfdb633d41554ad7ac079e2ab600475fa19121de601571
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size 250869
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mutual_plus/train-00000-of-00001.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:f774019c13444d5e0ff749f3aaafd5066cd949e4776cfb1b0fc7a00c60a09fb8
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size 1996274
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mutual_plus/validation-00000-of-00001.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:acf89882354ed17291318c8e7950e0048ad7a71755242fa2c6c285aac7a47719
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size 247141
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