| --- |
| license: mit |
| task_categories: |
| - text-classification |
| language: |
| - en |
| tags: |
| - code |
| --- |
| |
| The dataset was sourced from GitHub repositories and scraped using https://github.com/cheop-byeon/RFCRationaleBuilder. |
|
|
| It contains two types: coding repositories and Internet-Drafts/RFCs technical documents drafting repositories. |
|
|
| We use the "diff" format to represent the "modification" ("snippet" as the second version, first version was trying to restore a complete expression, e.g., a whole function or a natural paragraph.) |
|
|
| The dataset can be downloaded using our provided script: download_CodeConvo.py. There are two directions: i2c and c2i. Here we borrow the GitHub terms, i (issue) refers to comment/review/feedback, c (code) referes to the edited code or document. |
| |
| # Dataset Download & Path Resolution Usage |
| |
| ## CodeConvo Dataset |
| |
| ### Basic Download |
| ```bash |
| # Download entire CodeConvo dataset |
| python download_CodeConvo.py |
| ``` |
| |
| ### Download Whole Repository with `huggingface-cli` |
| ```bash |
| # Install CLI (if needed) |
| pip install -U "huggingface_hub[cli]" |
| |
| # Download full CodeConvo repository to local folder |
| huggingface-cli download jiebi/CodeConvo --repo-type dataset --local-dir ./dataset/CodeConvo |
| ``` |
| |
| ### Path Resolution Examples |
| |
| **Train split** (structure: `train/{direction}/`) |
| ```bash |
| # Get train/c2i folder (default direction) |
| python download_CodeConvo.py --split train |
|
|
| # Get train/i2c folder |
| python download_CodeConvo.py --split train --direction i2c |
| ``` |
| |
| **Dev/Test splits** (structure: `{repo}/{direction}/{split}/`) |
| ```bash |
| # Get test data for specific repo and direction |
| python download_CodeConvo.py --split test --repo ids --direction c2i |
|
|
| # Get dev data for kubernetes repo (i2c direction) |
| python download_CodeConvo.py --split dev --repo kubernetes --direction i2c |
| |
| # Other repos: ids, ids-supp, swe, kubernetes |
| python download_CodeConvo.py --split test --repo swe --direction i2c |
| ``` |
| |
| **Path resolution without downloading** |
| ```bash |
| # Only resolve path, skip download |
| python download_CodeConvo.py --split train --no-download |
| python download_CodeConvo.py --split test --repo ids --direction c2i --no-download |
| ``` |
| |
| ### Notes |
| - For `--split train`: `--direction` is optional (defaults to `c2i`) |
| - For `--split dev/test`: Both `--repo` and `--direction` are **required** |
| - Valid directions: `c2i`, `i2c` |
| - Valid repos: `ids`, `ids-supp`, `swe`, `kubernetes` |
| |
| |
| The data was used for retrieval tasks, for training (https://github.com/cheop-byeon/FlagEmbedding) and for evaluation (https://github.com/cheop-byeon/mteb-R2Gen). |
| |
| ### Citation |
| For data, use cases, and models, please refer to: |
| ``` |
| @article{bian2025automated, |
| title={Automated insights into github collaboration dynamics}, |
| author={Bian, Jie and Arefev, Nikolay and M{\"u}hlh{\"a}user, Max and Welzl, Michael}, |
| journal={IEEE Access}, |
| year={2025}, |
| publisher={IEEE} |
| } |
|
|
| ``` |
| |
| |
| |
