google-research-datasets/great_code

---
annotations_creators:
- expert-generated
language_creators:
- found
language:
- en
license:
- cc-by-sa-3.0
multilinguality:
- monolingual
size_categories:
- 1M<n<10M
source_datasets:
- original
task_categories:
- table-to-text
task_ids: []
paperswithcode_id: null
pretty_name: GREAT
dataset_info:
features:
- name: id
dtype: int32
- name: source_tokens
sequence: string
- name: has_bug
dtype: bool
- name: error_location
dtype: int32
- name: repair_candidates
sequence: string
- name: bug_kind
dtype: int32
- name: bug_kind_name
dtype: string
- name: repair_targets
sequence: int32
- name: edges
list:
list:
- name: before_index
dtype: int32
- name: after_index
dtype: int32
- name: edge_type
dtype: int32
- name: edge_type_name
dtype: string
- name: provenances
list:
- name: datasetProvenance
struct:
- name: datasetName
dtype: string
- name: filepath
dtype: string
- name: license
dtype: string
- name: note
dtype: string
splits:
- name: train
num_bytes: 14705534822
num_examples: 1798742
- name: validation
num_bytes: 1502956919
num_examples: 185656
- name: test
num_bytes: 7880762248
num_examples: 968592
download_size: 23310374002
dataset_size: 24089253989
---

# Dataset Card for GREAT

## 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

- **Homepage:** None
- **Repository:** https://github.com/google-research-datasets/great
- **Paper:** https://openreview.net/forum?id=B1lnbRNtwr
- **Leaderboard:** [More Information Needed]
- **Point of Contact:** [More Information Needed]

### Dataset Summary

[More Information Needed]

### Supported Tasks and Leaderboards

[More Information Needed]

### Languages

[More Information Needed]

## Dataset Structure

### Data Instances

Here are some examples of questions and facts:

### Data Fields

[More Information Needed]

### Data Splits

[More Information Needed]

## Dataset Creation

### Curation Rationale

[More Information Needed]

### Source Data

[More Information Needed]

#### Initial Data Collection and Normalization

[More Information Needed]

#### Who are the source language producers?

[More Information Needed]

### Annotations

[More Information Needed]

#### Annotation process

[More Information Needed]

#### Who are the annotators?

[More Information Needed]

### Personal and Sensitive Information

[More Information Needed]

## Considerations for Using the Data

### Social Impact of Dataset

[More Information Needed]

### Discussion of Biases

[More Information Needed]

### Other Known Limitations

[More Information Needed]

## Additional Information

### Dataset Curators

[More Information Needed]

### Licensing Information

[More Information Needed]

### Citation Information

[More Information Needed]
### Contributions

Thanks to [@abhishekkrthakur](https://github.com/abhishekkrthakur) for adding this dataset.

原始信息汇总

数据集描述

数据集概述

• annotations_creators: expert-generated
• language_creators: found
• language: en
• license: cc-by-sa-3.0
• multilinguality: monolingual
• size_categories: 1M<n<10M
• source_datasets: original
• task_categories: table-to-text

数据集结构

数据字段

• id: int32
• source_tokens: sequence: string
• has_bug: bool
• error_location: int32
• repair_candidates: sequence: string
• bug_kind: int32
• bug_kind_name: string
• repair_targets: sequence: int32
• edges: list:
  • before_index: int32
  • after_index: int32
  • edge_type: int32
  • edge_type_name: string
• provenances: list:
  • datasetProvenance: struct:
    • datasetName: string
    • filepath: string
    • license: string
    • note: string

数据分割

• train:
  • num_bytes: 14705534822
  • num_examples: 1798742
• validation:
  • num_bytes: 1502956919
  • num_examples: 185656
• test:
  • num_bytes: 7880762248
  • num_examples: 968592

数据集大小

• download_size: 23310374002
• dataset_size: 24089253989