Convert dataset to Parquet (#3)
Browse files- Convert dataset to Parquet (7460f81f4375cfb9b5087b5ea2c4233773262e85)
- Delete loading script (c8399e588cc0b891a4ddaf60ae5bc6327461e065)
CSRestaurants/test-00000-of-00001.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:4a4b571b009305d9284b4320834ce51a76eb8695afc84435750c80caa2a09dc8
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size 50096
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CSRestaurants/train-00000-of-00001.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:9238f3610ea85353232436aac6f45692e22fdb0ff2195f386f355df8961224c4
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size 185914
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CSRestaurants/validation-00000-of-00001.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:c2a6a44b0b86ea8725190f1643340e21459d5f0808fbb6f4b71410cdaa7735ee
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size 46784
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README.md
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@@ -27,28 +27,38 @@ pretty_name: Czech Restaurant
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tags:
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- intent-to-text
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dataset_info:
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features:
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-
- name:
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dtype: string
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-
- name:
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dtype: string
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- name: text
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dtype: string
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- name:
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dtype: string
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config_name: CSRestaurants
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splits:
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- name: train
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-
num_bytes:
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num_examples: 3569
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- name: validation
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-
num_bytes:
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num_examples: 781
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- name: test
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num_bytes:
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num_examples: 842
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download_size:
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dataset_size:
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---
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# Dataset Card for Czech Restaurant
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tags:
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- intent-to-text
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dataset_info:
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config_name: CSRestaurants
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features:
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- name: da
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dtype: string
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- name: delex_da
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dtype: string
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- name: text
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dtype: string
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- name: delex_text
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dtype: string
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splits:
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- name: train
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num_bytes: 654055
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num_examples: 3569
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- name: validation
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num_bytes: 181512
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num_examples: 781
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- name: test
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num_bytes: 191318
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num_examples: 842
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download_size: 282794
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dataset_size: 1026885
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configs:
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- config_name: CSRestaurants
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data_files:
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- split: train
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path: CSRestaurants/train-*
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- split: validation
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path: CSRestaurants/validation-*
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- split: test
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path: CSRestaurants/test-*
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default: true
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---
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# Dataset Card for Czech Restaurant
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cs_restaurants.py
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# coding=utf-8
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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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"""Czech restaurant information dataset for NLG"""
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import json
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import datasets
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# Find for instance the citation on arxiv or on the dataset repo/website
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_CITATION = """\
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@article{DBLP:journals/corr/abs-1910-05298,
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author = {Ondrej Dusek and
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Filip Jurcicek},
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title = {Neural Generation for Czech: Data and Baselines},
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journal = {CoRR},
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volume = {abs/1910.05298},
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year = {2019},
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url = {http://arxiv.org/abs/1910.05298},
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archivePrefix = {arXiv},
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eprint = {1910.05298},
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timestamp = {Wed, 16 Oct 2019 16:25:53 +0200},
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biburl = {https://dblp.org/rec/journals/corr/abs-1910-05298.bib},
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bibsource = {dblp computer science bibliography, https://dblp.org}
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}
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"""
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_DESCRIPTION = """\
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This is a dataset for NLG in task-oriented spoken dialogue systems with Czech as the target language. It originated as
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a translation of the English San Francisco Restaurants dataset by Wen et al. (2015).
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"""
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_LICENSE = "Creative Commons 4.0 BY-SA"
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_URLs = {
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"CSRestaurants": "https://raw.githubusercontent.com/UFAL-DSG/cs_restaurant_dataset/master/",
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}
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class CSRestaurants(datasets.GeneratorBasedBuilder):
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"""Czech restaurant information dataset for NLG"""
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VERSION = datasets.Version("1.0.0")
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BUILDER_CONFIGS = [datasets.BuilderConfig(name="CSRestaurants", description="NLG data for Czech")]
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DEFAULT_CONFIG_NAME = "CSRestaurants"
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def _info(self):
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features = datasets.Features(
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{
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"da": datasets.Value("string"),
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"delex_da": datasets.Value("string"),
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"text": datasets.Value("string"),
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"delex_text": datasets.Value("string"),
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}
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)
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return datasets.DatasetInfo(
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description=_DESCRIPTION,
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features=features,
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supervised_keys=None,
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homepage="https://github.com/UFAL-DSG/cs_restaurant_dataset",
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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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"""Returns SplitGenerators."""
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master_url = _URLs[self.config.name]
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train_path = dl_manager.download_and_extract(master_url + "train.json")
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valid_path = dl_manager.download_and_extract(master_url + "devel.json")
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test_path = dl_manager.download_and_extract(master_url + "test.json")
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return [
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datasets.SplitGenerator(name=datasets.Split.TRAIN, gen_kwargs={"filepath": train_path}),
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datasets.SplitGenerator(name=datasets.Split.VALIDATION, gen_kwargs={"filepath": valid_path}),
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datasets.SplitGenerator(name=datasets.Split.TEST, gen_kwargs={"filepath": test_path}),
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]
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def _generate_examples(self, filepath):
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"""Yields examples."""
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with open(filepath, encoding="utf8") as f:
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data = json.load(f)
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for id_, instance in enumerate(data):
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yield id_, {
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"da": instance["da"],
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"delex_da": instance["delex_da"],
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"text": instance["text"],
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"delex_text": instance["delex_text"],
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}
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