CodeRepoQA dataset🚀
CodeRepoQA is the dataset for the paper:
"CodeRepoQA: A Large-scale Benchmark for Software Engineering Question Answering"
You can get access to the dataset by:
https://drive.google.com/drive/folders/19-7gqlcYuwbbHAqYyzMMov7tuTTwHfcY?usp=sharing
We crawled a total of thirty GitHub open-source repositories and extracted and filtered a total of 585,687 issues as a multi-turn dialogue dataset.
We performed the crawling in August 2024.
| Repo-fullname | Language | Number |
|---|---|---|
| plotly/plotly.py | Python | 2829 |
| pandas-dev/pandas | Python | 25055 |
| numpy/numpy | Python | 12076 |
| python-pillow/Pillow | Python | 2976 |
| huggingface/transformers | Python | 15052 |
| PyMySQL/PyMySQL | Python | 660 |
| nltk/nltk | Python | 1775 |
| tree-sitter/py-tree-sitter | Python | 155 |
| scipy/scipy | Python | 9775 |
| aio-libs/aiohttp | Python | 2870 |
| ansible/ansible | Python | 31399 |
| Textualize/rich | Python | 1287 |
| Significant-Gravitas/AutoGPT | Python | 2229 |
| fastapi/fastapi | Python | 3415 |
| pytorch/pytorch | Python | 42408 |
| home-assistant/core | Python | 50540 |
| facebook/react | JavaScript | 12498 |
| nodejs/node | JavaScript | 17004 |
| vuejs/vue | JavaScript | 9744 |
| microsoft/vscode | TypeScript | 148293 |
| microsoft/TypeScript | TypeScript | 33607 |
| typeorm/typeorm | TypeScript | 7828 |
| angular/angular | TypeScript | 25902 |
| nestjs/nest | TypeScript | 5254 |
| hashicorp/terraform | Go | 20090 |
| moby/moby | Go | 21607 |
| kubernetes/kubernetes | Go | 44567 |
| spring-projects/spring-framework | Java | 24516 |
| google/guava | Java | 3342 |
| apache/dubbo | Java | 6934 |
The properties related to QA are listed below, and the attributes with a green background are directly related to QA:
- url
- repository_url
- labels_url
- comments_url
- events_url
- html_url
- id
- node_id
- number
+ - title
- labels
- []
- id
- node_id
- url
- name
- color
- default
- description
- state
- locked
- assignee
- assignees
- milestone
- comments
+ - created_at
- updated_at
- closed_at
- author_association
- active_lock_reason
+ - body
- reactions
- url
- total_count
- +1
- -1
- laugh
- hooray
- confused
- heart
- rocket
- eyes
- timeline_url
- performed_via_github_app
- state_reason
+ - comments_details
- []
- url
- html_url
- issue_url
- id
- node_id
- user
- login
- id
- node_id
- avatar_url
- gravatar_id
- url
- html_url
- followers_url
- following_url
- gists_url
- starred_url
- subscriptions_url
- organizations_url
- repos_url
- events_url
- received_events_url
- type
- site_admin
- created_at
- updated_at
+ - author_association
+ - body
- reactions
- url
- total_count
- +1
- -1
- laugh
- hooray
- confused
- heart
- rocket
- eyes
- performed_via_github_app
- issue_or_pr
- cite
- cited_by
- fixed_by
- duplicate