Update files from the datasets library (from 1.3.0)
Browse filesRelease notes: https://github.com/huggingface/datasets/releases/tag/1.3.0
README.md
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| 1 |
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---
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---
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# Dataset Card for "wikisql"
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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)
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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-fields)
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- [Data Splits Sample Size](#data-splits-sample-size)
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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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- [Contributions](#contributions)
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## [Dataset Description](#dataset-description)
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- **Homepage:** [https://github.com/salesforce/WikiSQL](https://github.com/salesforce/WikiSQL)
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- **Repository:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
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- **Paper:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
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- **Point of Contact:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
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- **Size of downloaded dataset files:** 24.95 MB
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- **Size of the generated dataset:** 147.57 MB
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- **Total amount of disk used:** 172.52 MB
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### [Dataset Summary](#dataset-summary)
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A large crowd-sourced dataset for developing natural language interfaces for relational databases
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### [Supported Tasks](#supported-tasks)
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[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
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### [Languages](#languages)
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[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
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## [Dataset Structure](#dataset-structure)
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We show detailed information for up to 5 configurations of the dataset.
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### [Data Instances](#data-instances)
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#### default
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- **Size of downloaded dataset files:** 24.95 MB
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- **Size of the generated dataset:** 147.57 MB
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- **Total amount of disk used:** 172.52 MB
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An example of 'validation' looks as follows.
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```
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This example was too long and was cropped:
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{
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"phase": 1,
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"question": "How would you answer a second test question?",
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"sql": {
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"agg": 0,
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"conds": {
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"column_index": [2],
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"condition": ["Some Entity"],
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"operator_index": [0]
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},
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"human_readable": "SELECT Header1 FROM table WHERE Another Header = Some Entity",
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"sel": 0
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},
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"table": "{\"caption\": \"L\", \"header\": [\"Header1\", \"Header 2\", \"Another Header\"], \"id\": \"1-10015132-9\", \"name\": \"table_10015132_11\", \"page_i..."
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}
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```
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### [Data Fields](#data-fields)
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The data fields are the same among all splits.
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#### default
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- `phase`: a `int32` feature.
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- `question`: a `string` feature.
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- `header`: a `list` of `string` features.
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- `page_title`: a `string` feature.
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- `page_id`: a `string` feature.
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- `types`: a `list` of `string` features.
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- `id`: a `string` feature.
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- `section_title`: a `string` feature.
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- `caption`: a `string` feature.
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- `rows`: a dictionary feature containing:
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- `feature`: a `string` feature.
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- `name`: a `string` feature.
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- `human_readable`: a `string` feature.
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- `sel`: a `int32` feature.
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- `agg`: a `int32` feature.
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- `conds`: a dictionary feature containing:
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- `column_index`: a `int32` feature.
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- `operator_index`: a `int32` feature.
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- `condition`: a `string` feature.
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### [Data Splits Sample Size](#data-splits-sample-size)
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| name |train|validation|test |
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|-------|----:|---------:|----:|
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|default|56355| 8421|15878|
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## [Dataset Creation](#dataset-creation)
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### [Curation Rationale](#curation-rationale)
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| 119 |
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| 120 |
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[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
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| 121 |
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### [Source Data](#source-data)
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| 123 |
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| 124 |
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[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
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| 125 |
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| 126 |
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### [Annotations](#annotations)
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| 127 |
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| 128 |
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[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
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| 129 |
+
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### [Personal and Sensitive Information](#personal-and-sensitive-information)
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| 131 |
+
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| 132 |
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[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
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| 133 |
+
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| 134 |
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## [Considerations for Using the Data](#considerations-for-using-the-data)
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| 135 |
+
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| 136 |
+
### [Social Impact of Dataset](#social-impact-of-dataset)
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| 137 |
+
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| 138 |
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[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
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| 139 |
+
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| 140 |
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### [Discussion of Biases](#discussion-of-biases)
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| 141 |
+
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| 142 |
+
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
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| 143 |
+
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| 144 |
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### [Other Known Limitations](#other-known-limitations)
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| 145 |
+
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| 146 |
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[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
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| 147 |
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## [Additional Information](#additional-information)
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| 149 |
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| 150 |
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### [Dataset Curators](#dataset-curators)
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| 151 |
+
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| 152 |
+
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
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| 153 |
+
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| 154 |
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### [Licensing Information](#licensing-information)
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| 155 |
+
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| 156 |
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[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
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| 157 |
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| 158 |
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### [Citation Information](#citation-information)
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```
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@article{zhongSeq2SQL2017,
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author = {Victor Zhong and
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Caiming Xiong and
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Richard Socher},
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title = {Seq2SQL: Generating Structured Queries from Natural Language using
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Reinforcement Learning},
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journal = {CoRR},
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volume = {abs/1709.00103},
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year = {2017}
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}
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```
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### Contributions
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Thanks to [@lewtun](https://github.com/lewtun), [@ghomasHudson](https://github.com/ghomasHudson), [@thomwolf](https://github.com/thomwolf) for adding this dataset.
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