albertvillanova
HF staff
Convert dataset sizes from base 2 to base 10 in the dataset card (#2)
829510c
| annotations_creators: | |
| - crowdsourced | |
| language: | |
| - en | |
| language_creators: | |
| - found | |
| - machine-generated | |
| license: | |
| - unknown | |
| multilinguality: | |
| - monolingual | |
| pretty_name: WikiSQL | |
| size_categories: | |
| - 10K<n<100K | |
| source_datasets: | |
| - original | |
| task_categories: | |
| - text2text-generation | |
| task_ids: [] | |
| paperswithcode_id: wikisql | |
| tags: | |
| - text-to-sql | |
| dataset_info: | |
| features: | |
| - name: phase | |
| dtype: int32 | |
| - name: question | |
| dtype: string | |
| - name: table | |
| struct: | |
| - name: header | |
| sequence: string | |
| - name: page_title | |
| dtype: string | |
| - name: page_id | |
| dtype: string | |
| - name: types | |
| sequence: string | |
| - name: id | |
| dtype: string | |
| - name: section_title | |
| dtype: string | |
| - name: caption | |
| dtype: string | |
| - name: rows | |
| sequence: | |
| sequence: string | |
| - name: name | |
| dtype: string | |
| - name: sql | |
| struct: | |
| - name: human_readable | |
| dtype: string | |
| - name: sel | |
| dtype: int32 | |
| - name: agg | |
| dtype: int32 | |
| - name: conds | |
| sequence: | |
| - name: column_index | |
| dtype: int32 | |
| - name: operator_index | |
| dtype: int32 | |
| - name: condition | |
| dtype: string | |
| splits: | |
| - name: test | |
| num_bytes: 32234761 | |
| num_examples: 15878 | |
| - name: validation | |
| num_bytes: 15159314 | |
| num_examples: 8421 | |
| - name: train | |
| num_bytes: 107345917 | |
| num_examples: 56355 | |
| download_size: 26164664 | |
| dataset_size: 154739992 | |
| # Dataset Card for "wikisql" | |
| ## Table of Contents | |
| - [Dataset Description](#dataset-description) | |
| - [Dataset Summary](#dataset-summary) | |
| - [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards) | |
| - [Languages](#languages) | |
| - [Dataset Structure](#dataset-structure) | |
| - [Data Instances](#data-instances) | |
| - [Data Fields](#data-fields) | |
| - [Data Splits](#data-splits) | |
| - [Dataset Creation](#dataset-creation) | |
| - [Curation Rationale](#curation-rationale) | |
| - [Source Data](#source-data) | |
| - [Annotations](#annotations) | |
| - [Personal and Sensitive Information](#personal-and-sensitive-information) | |
| - [Considerations for Using the Data](#considerations-for-using-the-data) | |
| - [Social Impact of Dataset](#social-impact-of-dataset) | |
| - [Discussion of Biases](#discussion-of-biases) | |
| - [Other Known Limitations](#other-known-limitations) | |
| - [Additional Information](#additional-information) | |
| - [Dataset Curators](#dataset-curators) | |
| - [Licensing Information](#licensing-information) | |
| - [Citation Information](#citation-information) | |
| - [Contributions](#contributions) | |
| ## Dataset Description | |
| - **Repository:** https://github.com/salesforce/WikiSQL | |
| - **Paper:** [Seq2SQL: Generating Structured Queries from Natural Language using Reinforcement Learning](https://arxiv.org/abs/1709.00103) | |
| - **Point of Contact:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
| - **Size of downloaded dataset files:** 26.16 MB | |
| - **Size of the generated dataset:** 154.74 MB | |
| - **Total amount of disk used:** 180.90 MB | |
| ### Dataset Summary | |
| A large crowd-sourced dataset for developing natural language interfaces for relational databases. | |
| WikiSQL is a dataset of 80654 hand-annotated examples | |
| of questions and SQL queries distributed across 24241 tables from Wikipedia. | |
| ### Supported Tasks and Leaderboards | |
| [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
| ### Languages | |
| [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
| ## Dataset Structure | |
| ### Data Instances | |
| #### default | |
| - **Size of downloaded dataset files:** 26.16 MB | |
| - **Size of the generated dataset:** 154.74 MB | |
| - **Total amount of disk used:** 180.90 MB | |
| An example of 'validation' looks as follows. | |
| ``` | |
| This example was too long and was cropped: | |
| { | |
| "phase": 1, | |
| "question": "How would you answer a second test question?", | |
| "sql": { | |
| "agg": 0, | |
| "conds": { | |
| "column_index": [2], | |
| "condition": ["Some Entity"], | |
| "operator_index": [0] | |
| }, | |
| "human_readable": "SELECT Header1 FROM table WHERE Another Header = Some Entity", | |
| "sel": 0 | |
| }, | |
| "table": "{\"caption\": \"L\", \"header\": [\"Header1\", \"Header 2\", \"Another Header\"], \"id\": \"1-10015132-9\", \"name\": \"table_10015132_11\", \"page_i..." | |
| } | |
| ``` | |
| ### Data Fields | |
| The data fields are the same among all splits. | |
| #### default | |
| - `phase`: a `int32` feature. | |
| - `question`: a `string` feature. | |
| - `header`: a `list` of `string` features. | |
| - `page_title`: a `string` feature. | |
| - `page_id`: a `string` feature. | |
| - `types`: a `list` of `string` features. | |
| - `id`: a `string` feature. | |
| - `section_title`: a `string` feature. | |
| - `caption`: a `string` feature. | |
| - `rows`: a dictionary feature containing: | |
| - `feature`: a `string` feature. | |
| - `name`: a `string` feature. | |
| - `human_readable`: a `string` feature. | |
| - `sel`: a `int32` feature. | |
| - `agg`: a `int32` feature. | |
| - `conds`: a dictionary feature containing: | |
| - `column_index`: a `int32` feature. | |
| - `operator_index`: a `int32` feature. | |
| - `condition`: a `string` feature. | |
| ### Data Splits | |
| | name |train|validation|test | | |
| |-------|----:|---------:|----:| | |
| |default|56355| 8421|15878| | |
| ## Dataset Creation | |
| ### Curation Rationale | |
| [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
| ### Source Data | |
| #### Initial Data Collection and Normalization | |
| [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
| #### Who are the source language producers? | |
| [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
| ### Annotations | |
| #### Annotation process | |
| [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
| #### Who are the annotators? | |
| [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
| ### Personal and Sensitive Information | |
| [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
| ## Considerations for Using the Data | |
| ### Social Impact of Dataset | |
| [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
| ### Discussion of Biases | |
| [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
| ### Other Known Limitations | |
| [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
| ## Additional Information | |
| ### Dataset Curators | |
| [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
| ### Licensing Information | |
| [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
| ### Citation Information | |
| ``` | |
| @article{zhongSeq2SQL2017, | |
| author = {Victor Zhong and | |
| Caiming Xiong and | |
| Richard Socher}, | |
| title = {Seq2SQL: Generating Structured Queries from Natural Language using | |
| Reinforcement Learning}, | |
| journal = {CoRR}, | |
| volume = {abs/1709.00103}, | |
| year = {2017} | |
| } | |
| ``` | |
| ### Contributions | |
| Thanks to [@lewtun](https://github.com/lewtun), [@ghomasHudson](https://github.com/ghomasHudson), [@thomwolf](https://github.com/thomwolf) for adding this dataset. |