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Update files from the datasets library (from 1.2.0)

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Release notes: https://github.com/huggingface/datasets/releases/tag/1.2.0

Files changed (5) hide show
  1. .gitattributes +27 -0
  2. README.md +157 -0
  3. dataset_infos.json +1 -0
  4. dummy/spider/1.0.0/dummy_data.zip +3 -0
  5. spider.py +107 -0
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README.md ADDED
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+ ---
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+ annotations_creators:
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+ - expert-generated
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+ language_creators:
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+ - expert-generated
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+ - machine-generated
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+ languages:
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+ - en
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+ licenses:
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+ - cc-by-4-0
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+ multilinguality:
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+ - monolingual
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+ size_categories:
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+ - 1K<n<10K
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+ source_datasets:
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+ - original
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+ task_categories:
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+ - conditional-text-generation
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+ task_ids:
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+ - conditional-text-generation-other-stuctured-to-text
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+ ---
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+
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+
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+ # Dataset Card for [spider]
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+
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+ ## Table of Contents
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+ - [Dataset Description](#dataset-description)
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+ - [Dataset Summary](#dataset-summary)
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+ - [Supported Tasks](#supported-tasks-and-leaderboards)
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+ - [Languages](#languages)
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+ - [Dataset Structure](#dataset-structure)
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+ - [Data Instances](#data-instances)
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+ - [Data Fields](#data-instances)
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+ - [Data Splits](#data-instances)
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+ - [Dataset Creation](#dataset-creation)
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+ - [Curation Rationale](#curation-rationale)
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+ - [Source Data](#source-data)
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+ - [Annotations](#annotations)
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+ - [Personal and Sensitive Information](#personal-and-sensitive-information)
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+ - [Considerations for Using the Data](#considerations-for-using-the-data)
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+ - [Social Impact of Dataset](#social-impact-of-dataset)
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+ - [Discussion of Biases](#discussion-of-biases)
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+ - [Other Known Limitations](#other-known-limitations)
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+ - [Additional Information](#additional-information)
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+ - [Dataset Curators](#dataset-curators)
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+ - [Licensing Information](#licensing-information)
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+ - [Citation Information](#citation-information)
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+
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+ ## Dataset Description
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+
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+ - **Homepage:** https://yale-lily.github.io/spider
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+ - **Repository:** https://github.com/taoyds/spider
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+ - **Paper:** https://www.aclweb.org/anthology/D18-1425/
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+ - **Point of Contact:** [Yale LILY](https://yale-lily.github.io/)
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+
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+ ### Dataset Summary
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+
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+ Spider is a large-scale complex and cross-domain semantic parsing and text-to-SQL dataset annotated by 11 Yale students
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+ The goal of the Spider challenge is to develop natural language interfaces to cross-domain databases
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+
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+ ### Supported Tasks and Leaderboards
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+
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+ The leaderboard can be seen at https://yale-lily.github.io/spider
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+
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+ ### Languages
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+
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+ The text in the dataset is in English.
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+
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+ ## Dataset Structure
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+
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+ ### Data Instances
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+
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+ **What do the instances that comprise the dataset represent?**
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+
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+ Each instance is natural language question and the equivalent SQL query
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+
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+ **How many instances are there in total?**
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+
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+ **What data does each instance consist of?**
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+
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+ [More Information Needed]
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+
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+ ### Data Fields
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+
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+ * **db_id**: Database name
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+ * **question**: Natural language to interpret into SQL
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+ * **query**: Target SQL query
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+ * **query_toks**: List of tokens for the query
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+ * **query_toks_no_value**: List of tokens for the query
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+ * **question_toks**: List of tokens for the question
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+
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+ ### Data Splits
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+
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+ **train**: 7000 questions and SQL query pairs
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+ **dev**: 1034 question and SQL query pairs
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+
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+ [More Information Needed]
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+
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+ ## Dataset Creation
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+
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+ ### Curation Rationale
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+
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+ [More Information Needed]
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+
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+ ### Source Data
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+
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+ #### Initial Data Collection and Normalization
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+
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+ #### Who are the source language producers?
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+
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+ [More Information Needed]
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+
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+ ### Annotations
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+
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+ The dataset was annotated by 11 college students at Yale University
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+
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+ #### Annotation process
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+
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+ #### Who are the annotators?
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+
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+ ### Personal and Sensitive Information
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+
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+ [More Information Needed]
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+
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+ ## Considerations for Using the Data
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+
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+ ### Social Impact of Dataset
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+
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+ ### Discussion of Biases
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+
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+ [More Information Needed]
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+
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+ ### Other Known Limitations
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+
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+ ## Additional Information
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+
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+ The listed authors in the homepage are maintaining/supporting the dataset.
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+
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+ ### Dataset Curators
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+
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+ [More Information Needed]
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+
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+ The spider dataset is licensed under
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+ the [CC BY-SA 4.0](https://creativecommons.org/licenses/by-sa/4.0/legalcode)
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+
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+ [More Information Needed]
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+
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+ ### Citation Information
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+
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+ ```
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+ @article{yu2018spider,
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+ title={Spider: A large-scale human-labeled dataset for complex and cross-domain semantic parsing and text-to-sql task},
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+ author={Yu, Tao and Zhang, Rui and Yang, Kai and Yasunaga, Michihiro and Wang, Dongxu and Li, Zifan and Ma, James and Li, Irene and Yao, Qingning and Roman, Shanelle and others},
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+ journal={arXiv preprint arXiv:1809.08887},
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+ year={2018}
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+ }
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+ ```
dataset_infos.json ADDED
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+ {"spider": {"description": "Spider is a large-scale complex and cross-domain semantic parsing and text-toSQL dataset annotated by 11 college students\n", "citation": "@article{yu2018spider,\n title={Spider: A large-scale human-labeled dataset for complex and cross-domain semantic parsing and text-to-sql task},\n author={Yu, Tao and Zhang, Rui and Yang, Kai and Yasunaga, Michihiro and Wang, Dongxu and Li, Zifan and Ma, James and Li, Irene and Yao, Qingning and Roman, Shanelle and others},\n journal={arXiv preprint arXiv:1809.08887},\n year={2018}\n}\n", "homepage": "https://yale-lily.github.io/spider", "license": "CC BY-SA 4.0", "features": {"db_id": {"dtype": "string", "id": null, "_type": "Value"}, "query": {"dtype": "string", "id": null, "_type": "Value"}, "question": {"dtype": "string", "id": null, "_type": "Value"}, "query_toks": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "query_toks_no_value": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "question_toks": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": null, "supervised_keys": null, "builder_name": "spider", "config_name": "spider", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 4743822, "num_examples": 7000, "dataset_name": "spider"}, "validation": {"name": "validation", "num_bytes": 682126, "num_examples": 1034, "dataset_name": "spider"}}, "download_checksums": {"https://drive.google.com/uc?export=download&id=1_AckYkinAnhqmRQtGsQgUKAnTHxxX5J0": {"num_bytes": 99736136, "checksum": "5ddff97bb1d421282c593e8d30ce0ce107270f4dd4a21d60eba4bf287d5956b1"}}, "download_size": 99736136, "post_processing_size": null, "dataset_size": 5425948, "size_in_bytes": 105162084}}
dummy/spider/1.0.0/dummy_data.zip ADDED
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:95b2b5441be8b0ba21e6534b264c15e42130114ce2d65d790f2068f36ecf64f1
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+ size 2518
spider.py ADDED
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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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+ """Spider: A Large-Scale Human-Labeled Dataset for Text-to-SQL Tasks"""
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+
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+ from __future__ import absolute_import, division, print_function
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+
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+ import json
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+ import logging
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+
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+ import datasets
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+
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+
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+ _CITATION = """\
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+ @article{yu2018spider,
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+ title={Spider: A large-scale human-labeled dataset for complex and cross-domain semantic parsing and text-to-sql task},
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+ author={Yu, Tao and Zhang, Rui and Yang, Kai and Yasunaga, Michihiro and Wang, Dongxu and Li, Zifan and Ma, James and Li, Irene and Yao, Qingning and Roman, Shanelle and others},
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+ journal={arXiv preprint arXiv:1809.08887},
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+ year={2018}
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+ }
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+ """
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+
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+ _DESCRIPTION = """\
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+ Spider is a large-scale complex and cross-domain semantic parsing and text-toSQL dataset annotated by 11 college students
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+ """
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+
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+ _HOMEPAGE = "https://yale-lily.github.io/spider"
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+
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+ _LICENSE = "CC BY-SA 4.0"
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+
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+ _URL = "https://drive.google.com/uc?export=download&id=1_AckYkinAnhqmRQtGsQgUKAnTHxxX5J0"
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+
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+
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+ class Spider(datasets.GeneratorBasedBuilder):
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+ VERSION = datasets.Version("1.0.0")
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+
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+ BUILDER_CONFIGS = [
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+ datasets.BuilderConfig(
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+ name="spider",
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+ version=VERSION,
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+ description="Spider: A Large-Scale Human-Labeled Dataset for Text-to-SQL Tasks",
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+ ),
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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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+ "db_id": datasets.Value("string"),
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+ "query": datasets.Value("string"),
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+ "question": datasets.Value("string"),
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+ "query_toks": datasets.features.Sequence(datasets.Value("string")),
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+ "query_toks_no_value": datasets.features.Sequence(datasets.Value("string")),
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+ "question_toks": datasets.features.Sequence(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=_HOMEPAGE,
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+ license=_LICENSE,
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+ citation=_CITATION,
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+ )
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+
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+ def _split_generators(self, dl_manager):
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+ downloaded_filepath = dl_manager.download_and_extract(_URL)
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+
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+ return [
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+ datasets.SplitGenerator(
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+ name=datasets.Split.TRAIN,
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+ gen_kwargs={
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+ "data_filepath": downloaded_filepath + "/spider/train_spider.json",
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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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+ gen_kwargs={
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+ "data_filepath": downloaded_filepath + "/spider/dev.json",
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+ },
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+ ),
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+ ]
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+
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+ def _generate_examples(self, data_filepath):
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+ """This function returns the examples in the raw (text) form."""
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+ logging.info("generating examples from = %s", data_filepath)
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+ with open(data_filepath, encoding="utf-8") as f:
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+ spider = json.load(f)
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+ for idx, sample in enumerate(spider):
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+ yield idx, {
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+ "db_id": sample["db_id"],
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+ "query": sample["query"],
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+ "question": sample["question"],
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+ "query_toks": sample["query_toks"],
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+ "query_toks_no_value": sample["query_toks_no_value"],
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+ "question_toks": sample["question_toks"],
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+ }